warning: commands will be executed using /bin/sh
job 2163 at Tue Mar 25 21:28:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140318/YutaMouse20-140318/YutaMouse20-140318
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3103600 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 54344 members 
Mstep: Class 3 contains 54412 members 
Mstep: Class 4 contains 54031 members 
Mstep: Class 5 contains 54430 members 
Mstep: Class 6 contains 54392 members 
Mstep: Class 7 contains 54507 members 
Mstep: Class 8 contains 54446 members 
Mstep: Class 9 contains 54301 members 
Mstep: Class 10 contains 54442 members 
Mstep: Class 11 contains 54859 members 
Mstep: Class 12 contains 54227 members 
Mstep: Class 13 contains 54580 members 
Mstep: Class 14 contains 54428 members 
Mstep: Class 15 contains 54209 members 
Mstep: Class 16 contains 54891 members 
Mstep: Class 17 contains 54402 members 
Mstep: Class 18 contains 54328 members 
Mstep: Class 19 contains 54628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 701.172485 but Gain 3434.667969
Score: -130950216.000000 Penalty: 61823.992188
Iteration 0F: 19 clusters Score -1.309502e+08 nChanged 975805
Entering Unmasked Mstep 
Mstep: Class 0 contains 2155 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 19266 members 
Mstep: Class 3 contains 33191 members 
Mstep: Class 4 contains 81698 members 
Mstep: Class 5 contains 18369 members 
Mstep: Class 6 contains 41687 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 57144 members 
Mstep: Class 9 contains 55256 members 
Mstep: Class 10 contains 23088 members 
Mstep: Class 11 contains 111568 members 
Mstep: Class 12 contains 75800 members 
Mstep: Class 14 contains 31767 members 
Mstep: Class 15 contains 40599 members 
Mstep: Class 16 contains 195170 members 
Mstep: Class 17 contains 24674 members 
Mstep: Class 18 contains 134048 members 
Mstep: Class 19 contains 38848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133698760.000000 Penalty: 61823.992188
Iteration 1F: 19 clusters Score -1.336988e+08 nChanged 319422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2138 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 22047 members 
Mstep: Class 4 contains 72511 members 
Mstep: Class 5 contains 15078 members 
Mstep: Class 6 contains 41645 members 
Mstep: Class 7 contains 14526 members 
Mstep: Class 8 contains 42782 members 
Mstep: Class 9 contains 35437 members 
Mstep: Class 10 contains 14733 members 
Mstep: Class 11 contains 172089 members 
Mstep: Class 12 contains 65199 members 
Mstep: Class 14 contains 19860 members 
Mstep: Class 15 contains 36073 members 
Mstep: Class 16 contains 241200 members 
Mstep: Class 17 contains 20744 members 
Mstep: Class 18 contains 137266 members 
Mstep: Class 19 contains 38459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134078304.000000 Penalty: 61823.992188
Iteration 2F: 19 clusters Score -1.340783e+08 nChanged 234293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 4 contains 72286 members 
Mstep: Class 5 contains 13998 members 
Mstep: Class 6 contains 39462 members 
Mstep: Class 7 contains 10738 members 
Mstep: Class 8 contains 27387 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 220259 members 
Mstep: Class 12 contains 53608 members 
Mstep: Class 14 contains 11587 members 
Mstep: Class 15 contains 28406 members 
Mstep: Class 16 contains 272773 members 
Mstep: Class 17 contains 16640 members 
Mstep: Class 18 contains 143082 members 
Mstep: Class 19 contains 35009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134260112.000000 Penalty: 61823.992188
Iteration 3F: 19 clusters Score -1.342601e+08 nChanged 195289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1944 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 1766 members 
Mstep: Class 3 contains 8238 members 
Mstep: Class 4 contains 74333 members 
Mstep: Class 5 contains 14854 members 
Mstep: Class 6 contains 36708 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 12490 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 249615 members 
Mstep: Class 12 contains 44175 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 21858 members 
Mstep: Class 16 contains 287979 members 
Mstep: Class 17 contains 13791 members 
Mstep: Class 18 contains 158147 members 
Mstep: Class 19 contains 31429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2998.621094 but Gain 3434.667969
Score: -134428800.000000 Penalty: 58389.324219
Iteration 4F: 18 clusters Score -1.344288e+08 nChanged 156051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1169 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 76332 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 8974 members 
Mstep: Class 11 contains 255022 members 
Mstep: Class 12 contains 37576 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 17608 members 
Mstep: Class 16 contains 289911 members 
Mstep: Class 17 contains 12668 members 
Mstep: Class 18 contains 184513 members 
Mstep: Class 19 contains 29748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2875.016113 but Gain 3434.664062
Score: -134586032.000000 Penalty: 54954.660156
Iteration 5F: 17 clusters Score -1.34586e+08 nChanged 130072
Entering Unmasked Mstep 
Mstep: Class 0 contains 568 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 77867 members 
Mstep: Class 5 contains 21874 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 11 contains 245301 members 
Mstep: Class 12 contains 31910 members 
Mstep: Class 15 contains 14917 members 
Mstep: Class 16 contains 279373 members 
Mstep: Class 17 contains 12200 members 
Mstep: Class 18 contains 220967 members 
Mstep: Class 19 contains 29232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2243.262695 but Gain 3434.667969
Score: -134767888.000000 Penalty: 51519.992188
Iteration 6F: 16 clusters Score -1.347679e+08 nChanged 120223
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 4 contains 78573 members 
Mstep: Class 5 contains 26135 members 
Mstep: Class 6 contains 35559 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 11 contains 226473 members 
Mstep: Class 12 contains 26845 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 258799 members 
Mstep: Class 17 contains 12154 members 
Mstep: Class 18 contains 263876 members 
Mstep: Class 19 contains 29479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2920.093262 but Gain 3434.664062
Score: -134859888.000000 Penalty: 48085.328125
Iteration 7F: 15 clusters Score -1.348599e+08 nChanged 119639
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 3263 members 
Mstep: Class 4 contains 77748 members 
Mstep: Class 5 contains 30693 members 
Mstep: Class 6 contains 35659 members 
Mstep: Class 8 contains 3409 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 11 contains 209587 members 
Mstep: Class 12 contains 22999 members 
Mstep: Class 15 contains 12169 members 
Mstep: Class 16 contains 225876 members 
Mstep: Class 17 contains 12237 members 
Mstep: Class 18 contains 314687 members 
Mstep: Class 19 contains 29345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134895648.000000 Penalty: 48085.328125
Iteration 8F: 15 clusters Score -1.348956e+08 nChanged 112663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 4 contains 75085 members 
Mstep: Class 5 contains 35484 members 
Mstep: Class 6 contains 35779 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 6122 members 
Mstep: Class 11 contains 202324 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 15 contains 11428 members 
Mstep: Class 16 contains 204470 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 340947 members 
Mstep: Class 19 contains 29292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134890672.000000 Penalty: 48085.328125
Iteration 9F: 15 clusters Score -1.348907e+08 nChanged 84449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 4 contains 73299 members 
Mstep: Class 5 contains 41116 members 
Mstep: Class 6 contains 37600 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 11 contains 201650 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 15 contains 11186 members 
Mstep: Class 16 contains 206883 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 18 contains 330996 members 
Mstep: Class 19 contains 30194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134925664.000000 Penalty: 48085.328125
Iteration 10F: 15 clusters Score -1.349257e+08 nChanged 61601
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 4 contains 70981 members 
Mstep: Class 5 contains 47179 members 
Mstep: Class 6 contains 39562 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 11 contains 199739 members 
Mstep: Class 12 contains 14771 members 
Mstep: Class 15 contains 11280 members 
Mstep: Class 16 contains 210879 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 320928 members 
Mstep: Class 19 contains 31189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134953072.000000 Penalty: 48085.328125
Iteration 11F: 15 clusters Score -1.349531e+08 nChanged 50094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 4 contains 68337 members 
Mstep: Class 5 contains 53626 members 
Mstep: Class 6 contains 41759 members 
Mstep: Class 8 contains 3348 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 11 contains 197938 members 
Mstep: Class 12 contains 12761 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 213459 members 
Mstep: Class 17 contains 13033 members 
Mstep: Class 18 contains 311858 members 
Mstep: Class 19 contains 32318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134976080.000000 Penalty: 48085.328125
Iteration 12Q: 15 clusters Score -1.349761e+08 nChanged 43177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 4 contains 65460 members 
Mstep: Class 5 contains 60333 members 
Mstep: Class 6 contains 44109 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 11 contains 196444 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 15 contains 12164 members 
Mstep: Class 16 contains 214470 members 
Mstep: Class 17 contains 13263 members 
Mstep: Class 18 contains 303853 members 
Mstep: Class 19 contains 33621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134996704.000000 Penalty: 48085.328125
Iteration 13Q: 15 clusters Score -1.349967e+08 nChanged 39135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 4 contains 62416 members 
Mstep: Class 5 contains 67441 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 6460 members 
Mstep: Class 11 contains 194960 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 214301 members 
Mstep: Class 17 contains 13521 members 
Mstep: Class 18 contains 296497 members 
Mstep: Class 19 contains 35041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135015856.000000 Penalty: 48085.328125
Iteration 14Q: 15 clusters Score -1.350159e+08 nChanged 36751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 4 contains 59446 members 
Mstep: Class 5 contains 74964 members 
Mstep: Class 6 contains 48848 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 11 contains 193146 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 213213 members 
Mstep: Class 17 contains 13734 members 
Mstep: Class 18 contains 290031 members 
Mstep: Class 19 contains 36503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135030800.000000 Penalty: 48085.328125
Iteration 15Q: 15 clusters Score -1.350308e+08 nChanged 34836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 4 contains 56576 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 51168 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 191125 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 15 contains 15207 members 
Mstep: Class 16 contains 211214 members 
Mstep: Class 17 contains 13864 members 
Mstep: Class 18 contains 284441 members 
Mstep: Class 19 contains 37899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135045184.000000 Penalty: 48085.328125
Iteration 16Q: 15 clusters Score -1.350452e+08 nChanged 34562
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 4 contains 53717 members 
Mstep: Class 5 contains 90946 members 
Mstep: Class 6 contains 53704 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 11 contains 188392 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 15 contains 16573 members 
Mstep: Class 16 contains 208799 members 
Mstep: Class 17 contains 13918 members 
Mstep: Class 18 contains 279455 members 
Mstep: Class 19 contains 39137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135057184.000000 Penalty: 48085.328125
Iteration 17Q: 15 clusters Score -1.350572e+08 nChanged 33795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 4 contains 50855 members 
Mstep: Class 5 contains 99263 members 
Mstep: Class 6 contains 56380 members 
Mstep: Class 8 contains 4950 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 11 contains 185457 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 206685 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 274044 members 
Mstep: Class 19 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135067424.000000 Penalty: 48085.328125
Iteration 18Q: 15 clusters Score -1.350674e+08 nChanged 33546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 4 contains 48012 members 
Mstep: Class 5 contains 107674 members 
Mstep: Class 6 contains 59206 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 11 contains 182436 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 15 contains 19803 members 
Mstep: Class 16 contains 204825 members 
Mstep: Class 17 contains 13923 members 
Mstep: Class 18 contains 268057 members 
Mstep: Class 19 contains 41454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135080128.000000 Penalty: 48085.328125
Iteration 19Q: 15 clusters Score -1.350801e+08 nChanged 33486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 4 contains 45193 members 
Mstep: Class 5 contains 116249 members 
Mstep: Class 6 contains 61957 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 11 contains 178957 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 15 contains 21641 members 
Mstep: Class 16 contains 202905 members 
Mstep: Class 17 contains 13941 members 
Mstep: Class 18 contains 262336 members 
Mstep: Class 19 contains 42543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135090576.000000 Penalty: 48085.328125
Iteration 20F: 15 clusters Score -1.350906e+08 nChanged 33998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 4 contains 42285 members 
Mstep: Class 5 contains 124688 members 
Mstep: Class 6 contains 64790 members 
Mstep: Class 8 contains 5381 members 
Mstep: Class 9 contains 8921 members 
Mstep: Class 11 contains 175081 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 15 contains 23866 members 
Mstep: Class 16 contains 200983 members 
Mstep: Class 17 contains 13927 members 
Mstep: Class 18 contains 256579 members 
Mstep: Class 19 contains 43645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135099824.000000 Penalty: 48085.328125
Iteration 21Q: 15 clusters Score -1.350998e+08 nChanged 34555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 4 contains 39696 members 
Mstep: Class 5 contains 132818 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 9580 members 
Mstep: Class 11 contains 170610 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 15 contains 26283 members 
Mstep: Class 16 contains 199231 members 
Mstep: Class 17 contains 14066 members 
Mstep: Class 18 contains 250731 members 
Mstep: Class 19 contains 44677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135107440.000000 Penalty: 48085.328125
Iteration 22Q: 15 clusters Score -1.351074e+08 nChanged 35136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 4 contains 37322 members 
Mstep: Class 5 contains 140756 members 
Mstep: Class 6 contains 70488 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 11 contains 165596 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 197665 members 
Mstep: Class 17 contains 14225 members 
Mstep: Class 18 contains 245214 members 
Mstep: Class 19 contains 45567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135112368.000000 Penalty: 48085.328125
Iteration 23Q: 15 clusters Score -1.351124e+08 nChanged 34828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 4 contains 35179 members 
Mstep: Class 5 contains 148202 members 
Mstep: Class 6 contains 73373 members 
Mstep: Class 8 contains 5811 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 11 contains 160844 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 15 contains 31583 members 
Mstep: Class 16 contains 196484 members 
Mstep: Class 17 contains 14280 members 
Mstep: Class 18 contains 238912 members 
Mstep: Class 19 contains 46425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135119440.000000 Penalty: 48085.328125
Iteration 24Q: 15 clusters Score -1.351194e+08 nChanged 33185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 4 contains 33200 members 
Mstep: Class 5 contains 155040 members 
Mstep: Class 6 contains 76378 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 12075 members 
Mstep: Class 11 contains 156541 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 15 contains 34547 members 
Mstep: Class 16 contains 195908 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 231626 members 
Mstep: Class 19 contains 47192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135129200.000000 Penalty: 48085.328125
Iteration 25Q: 15 clusters Score -1.351292e+08 nChanged 31644
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 4 contains 31342 members 
Mstep: Class 5 contains 161161 members 
Mstep: Class 6 contains 79340 members 
Mstep: Class 8 contains 6008 members 
Mstep: Class 9 contains 13128 members 
Mstep: Class 11 contains 152667 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 15 contains 37728 members 
Mstep: Class 16 contains 195913 members 
Mstep: Class 17 contains 14454 members 
Mstep: Class 18 contains 223849 members 
Mstep: Class 19 contains 47861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135139648.000000 Penalty: 48085.328125
Iteration 26Q: 15 clusters Score -1.351396e+08 nChanged 30037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 4 contains 29752 members 
Mstep: Class 5 contains 165937 members 
Mstep: Class 6 contains 82200 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 14309 members 
Mstep: Class 11 contains 149248 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 15 contains 41027 members 
Mstep: Class 16 contains 196057 members 
Mstep: Class 17 contains 14689 members 
Mstep: Class 18 contains 216538 members 
Mstep: Class 19 contains 48390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135148128.000000 Penalty: 48085.328125
Iteration 27Q: 15 clusters Score -1.351481e+08 nChanged 28479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 4 contains 28357 members 
Mstep: Class 5 contains 169739 members 
Mstep: Class 6 contains 84862 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 15556 members 
Mstep: Class 11 contains 146417 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 15 contains 44433 members 
Mstep: Class 16 contains 196092 members 
Mstep: Class 17 contains 15090 members 
Mstep: Class 18 contains 209567 members 
Mstep: Class 19 contains 48727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135157360.000000 Penalty: 48085.328125
Iteration 28Q: 15 clusters Score -1.351574e+08 nChanged 26576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 172663 members 
Mstep: Class 6 contains 87242 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 16893 members 
Mstep: Class 11 contains 144059 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 15 contains 47708 members 
Mstep: Class 16 contains 195962 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 203595 members 
Mstep: Class 19 contains 48872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135166496.000000 Penalty: 48085.328125
Iteration 29Q: 15 clusters Score -1.351665e+08 nChanged 24913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 175118 members 
Mstep: Class 6 contains 89399 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 18231 members 
Mstep: Class 11 contains 141906 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 15 contains 50757 members 
Mstep: Class 16 contains 195425 members 
Mstep: Class 17 contains 16189 members 
Mstep: Class 18 contains 198648 members 
Mstep: Class 19 contains 48868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135174208.000000 Penalty: 48085.328125
Iteration 30Q: 15 clusters Score -1.351742e+08 nChanged 23124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 25131 members 
Mstep: Class 5 contains 177290 members 
Mstep: Class 6 contains 91243 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 19497 members 
Mstep: Class 11 contains 139964 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 15 contains 53651 members 
Mstep: Class 16 contains 194634 members 
Mstep: Class 17 contains 16816 members 
Mstep: Class 18 contains 194526 members 
Mstep: Class 19 contains 48740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135180960.000000 Penalty: 48085.328125
Iteration 31Q: 15 clusters Score -1.35181e+08 nChanged 21542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 24324 members 
Mstep: Class 5 contains 179188 members 
Mstep: Class 6 contains 92828 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 20694 members 
Mstep: Class 11 contains 138204 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 15 contains 56241 members 
Mstep: Class 16 contains 193894 members 
Mstep: Class 17 contains 17407 members 
Mstep: Class 18 contains 190891 members 
Mstep: Class 19 contains 48663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135186048.000000 Penalty: 48085.328125
Iteration 32Q: 15 clusters Score -1.35186e+08 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 23623 members 
Mstep: Class 5 contains 180715 members 
Mstep: Class 6 contains 94048 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 21807 members 
Mstep: Class 11 contains 136665 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 15 contains 58583 members 
Mstep: Class 16 contains 193228 members 
Mstep: Class 17 contains 17978 members 
Mstep: Class 18 contains 187863 members 
Mstep: Class 19 contains 48571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135190896.000000 Penalty: 48085.328125
Iteration 33Q: 15 clusters Score -1.351909e+08 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 23057 members 
Mstep: Class 5 contains 181949 members 
Mstep: Class 6 contains 95154 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 11 contains 135332 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 15 contains 60656 members 
Mstep: Class 16 contains 192504 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 185354 members 
Mstep: Class 19 contains 48349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135194832.000000 Penalty: 48085.328125
Iteration 34Q: 15 clusters Score -1.351948e+08 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 182972 members 
Mstep: Class 6 contains 96046 members 
Mstep: Class 8 contains 6551 members 
Mstep: Class 9 contains 23791 members 
Mstep: Class 11 contains 134311 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 15 contains 62538 members 
Mstep: Class 16 contains 191852 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 183035 members 
Mstep: Class 19 contains 48113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135197008.000000 Penalty: 48085.328125
Iteration 35Q: 15 clusters Score -1.35197e+08 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 22221 members 
Mstep: Class 5 contains 183687 members 
Mstep: Class 6 contains 96755 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 24672 members 
Mstep: Class 11 contains 133375 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 15 contains 64256 members 
Mstep: Class 16 contains 191167 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 181224 members 
Mstep: Class 19 contains 47934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135198816.000000 Penalty: 48085.328125
Iteration 36Q: 15 clusters Score -1.351988e+08 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 4 contains 21934 members 
Mstep: Class 5 contains 184189 members 
Mstep: Class 6 contains 97462 members 
Mstep: Class 8 contains 6605 members 
Mstep: Class 9 contains 25461 members 
Mstep: Class 11 contains 132339 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 15 contains 65784 members 
Mstep: Class 16 contains 190502 members 
Mstep: Class 17 contains 20119 members 
Mstep: Class 18 contains 179862 members 
Mstep: Class 19 contains 47785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135200976.000000 Penalty: 48085.328125
Iteration 37Q: 15 clusters Score -1.35201e+08 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 4 contains 21692 members 
Mstep: Class 5 contains 184333 members 
Mstep: Class 6 contains 98076 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 26120 members 
Mstep: Class 11 contains 131526 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 15 contains 67154 members 
Mstep: Class 16 contains 189907 members 
Mstep: Class 17 contains 20601 members 
Mstep: Class 18 contains 178851 members 
Mstep: Class 19 contains 47622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135203728.000000 Penalty: 48085.328125
Iteration 38Q: 15 clusters Score -1.352037e+08 nChanged 10959
Entering ConstructFrom: 
Score: -135203728.000000 Penalty: 48085.328125
Entering ConstructFrom: 
Trying to split cluster 1 (56836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Entering Unmasked Estep 
Score: -7320399.000000 Penalty: 2715.085449
	Iteration 0F: 2 clusters Score -7320399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -7282136.000000 Penalty: 5430.170898
	Iteration 0F: 3 clusters Score -7282136 nChanged 26318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -7296706.500000 Penalty: 5430.170898
	Iteration 1F: 3 clusters Score -7296706 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -7297326.000000 Penalty: 5430.170898
	Iteration 2Q: 3 clusters Score -7297326 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -7298082.000000 Penalty: 5430.170898
	Iteration 3Q: 3 clusters Score -7298082 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -7299359.500000 Penalty: 5430.170898
	Iteration 4Q: 3 clusters Score -7299360 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7301476.500000 Penalty: 5430.170898
	Iteration 5F: 3 clusters Score -7301476 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7304515.000000 Penalty: 5430.170898
	Iteration 6F: 3 clusters Score -7304515 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -7308636.000000 Penalty: 5430.170898
	Iteration 7F: 3 clusters Score -7308636 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -7312632.000000 Penalty: 5430.170898
	Iteration 8F: 3 clusters Score -7312632 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -7315839.000000 Penalty: 5430.170898
	Iteration 9F: 3 clusters Score -7315839 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -7318012.500000 Penalty: 5430.170898
	Iteration 10F: 3 clusters Score -7318012 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -7319769.500000 Penalty: 5430.170898
	Iteration 11Q: 3 clusters Score -7319770 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7321338.500000 Penalty: 5430.170898
	Iteration 12Q: 3 clusters Score -7321338 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -7322120.500000 Penalty: 5430.170898
	Iteration 13Q: 3 clusters Score -7322120 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -7322369.500000 Penalty: 5430.170898
	Iteration 14Q: 3 clusters Score -7322370 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7322491.500000 Penalty: 5430.170898
	Iteration 15Q: 3 clusters Score -7322492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7322582.000000 Penalty: 5430.170898
	Iteration 16Q: 3 clusters Score -7322582 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7322626.500000 Penalty: 5430.170898
	Iteration 17Q: 3 clusters Score -7322626 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -7322650.500000 Penalty: 5430.170898
	Iteration 18Q: 3 clusters Score -7322650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7322654.000000 Penalty: 5430.170898
	Iteration 19Q: 3 clusters Score -7322654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7322676.500000 Penalty: 5430.170898
	Iteration 20F: 3 clusters Score -7322676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7322686.000000 Penalty: 5430.170898
	Iteration 21Q: 3 clusters Score -7322686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7322696.000000 Penalty: 5430.170898
	Iteration 22Q: 3 clusters Score -7322696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7322703.500000 Penalty: 5430.170898
	Iteration 23Q: 3 clusters Score -7322704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7322711.000000 Penalty: 5430.170898
	Iteration 24Q: 3 clusters Score -7322711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7322708.000000 Penalty: 5430.170898
	Iteration 25Q: 3 clusters Score -7322708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7322714.500000 Penalty: 5430.170898
	Iteration 26Q: 3 clusters Score -7322714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7322715.000000 Penalty: 5430.170898
	Iteration 27Q: 3 clusters Score -7322715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7322719.000000 Penalty: 5430.170898
	Iteration 28Q: 3 clusters Score -7322719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7322708.000000 Penalty: 5430.170898
	Iteration 29Q: 3 clusters Score -7322708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7322708.500000 Penalty: 5430.170898
	Iteration 30Q: 3 clusters Score -7322708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7322709.500000 Penalty: 5430.170898
	Iteration 31Q: 3 clusters Score -7322710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7322715.000000 Penalty: 5430.170898
	Iteration 32Q: 3 clusters Score -7322715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7322711.000000 Penalty: 5430.170898
	Iteration 33Q: 3 clusters Score -7322711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7322711.000000 Penalty: 5430.170898
	Iteration 34F: 3 clusters Score -7322711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 21471 members 
Mstep: Class 5 contains 184383 members 
Mstep: Class 6 contains 98572 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 15 contains 68414 members 
Mstep: Class 16 contains 189312 members 
Mstep: Class 17 contains 21044 members 
Mstep: Class 18 contains 178119 members 
Mstep: Class 19 contains 47462 members 
Entering Unmasked Estep 
Score: -135206624.000000 Penalty: 51519.992188
Splitting cluster 1 changes total score from -135203728.000000 to -135206624.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -370981.125000 Penalty: 2011.609375
	Iteration 0F: 2 clusters Score -370981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -367751.500000 Penalty: 4023.218750
	Iteration 0F: 3 clusters Score -367751.5 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -370188.562500 Penalty: 4023.218750
	Iteration 1F: 3 clusters Score -370188.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -372827.218750 Penalty: 4023.218750
	Iteration 2F: 3 clusters Score -372827.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -374886.781250 Penalty: 4023.218750
	Iteration 3F: 3 clusters Score -374886.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -375963.593750 Penalty: 4023.218750
	Iteration 4F: 3 clusters Score -375963.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -377044.968750 Penalty: 4023.218750
	Iteration 5F: 3 clusters Score -377045 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -378752.062500 Penalty: 4023.218750
	Iteration 6F: 3 clusters Score -378752.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -380122.812500 Penalty: 4023.218750
	Iteration 7Q: 3 clusters Score -380122.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -380295.125000 Penalty: 4023.218750
	Iteration 8Q: 3 clusters Score -380295.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -380762.625000 Penalty: 4023.218750
	Iteration 9Q: 3 clusters Score -380762.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -382320.968750 Penalty: 4023.218750
	Iteration 10Q: 3 clusters Score -382321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -382488.718750 Penalty: 4023.218750
	Iteration 11Q: 3 clusters Score -382488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -382493.250000 Penalty: 4023.218750
	Iteration 12Q: 3 clusters Score -382493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -382494.093750 Penalty: 4023.218750
	Iteration 13Q: 3 clusters Score -382494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -382495.750000 Penalty: 4023.218750
	Iteration 14Q: 3 clusters Score -382495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -382496.937500 Penalty: 4023.218750
	Iteration 15Q: 3 clusters Score -382496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -382496.937500 Penalty: 4023.218750
	Iteration 16F: 3 clusters Score -382496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 21471 members 
Mstep: Class 5 contains 184383 members 
Mstep: Class 6 contains 98572 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 15 contains 68414 members 
Mstep: Class 16 contains 189312 members 
Mstep: Class 17 contains 21044 members 
Mstep: Class 18 contains 178119 members 
Mstep: Class 19 contains 47462 members 
Entering Unmasked Estep 
Score: -135216128.000000 Penalty: 54954.660156
Splitting cluster 2 changes total score from -135203728.000000 to -135216128.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (21471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Entering Unmasked Estep 
Score: -2768249.000000 Penalty: 2473.665771
	Iteration 0F: 2 clusters Score -2768249 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 10765 members 
Entering Unmasked Estep 
Score: -2753297.000000 Penalty: 4947.331543
	Iteration 0F: 3 clusters Score -2753297 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2758534.250000 Penalty: 4947.331543
	Iteration 1F: 3 clusters Score -2758534 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2759029.500000 Penalty: 4947.331543
	Iteration 2F: 3 clusters Score -2759030 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2759529.000000 Penalty: 4947.331543
	Iteration 3Q: 3 clusters Score -2759529 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2760221.500000 Penalty: 4947.331543
	Iteration 4Q: 3 clusters Score -2760222 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2760979.750000 Penalty: 4947.331543
	Iteration 5F: 3 clusters Score -2760980 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2761537.750000 Penalty: 4947.331543
	Iteration 6F: 3 clusters Score -2761538 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2762001.500000 Penalty: 4947.331543
	Iteration 7Q: 3 clusters Score -2762002 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2762446.500000 Penalty: 4947.331543
	Iteration 8Q: 3 clusters Score -2762446 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2762881.500000 Penalty: 4947.331543
	Iteration 9Q: 3 clusters Score -2762882 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2763359.250000 Penalty: 4947.331543
	Iteration 10Q: 3 clusters Score -2763359 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2763789.750000 Penalty: 4947.331543
	Iteration 11Q: 3 clusters Score -2763790 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2764228.500000 Penalty: 4947.331543
	Iteration 12Q: 3 clusters Score -2764228 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2764717.000000 Penalty: 4947.331543
	Iteration 13Q: 3 clusters Score -2764717 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2765271.250000 Penalty: 4947.331543
	Iteration 14Q: 3 clusters Score -2765271 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2765948.500000 Penalty: 4947.331543
	Iteration 15Q: 3 clusters Score -2765948 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2766585.500000 Penalty: 4947.331543
	Iteration 16Q: 3 clusters Score -2766586 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2767143.500000 Penalty: 4947.331543
	Iteration 17Q: 3 clusters Score -2767144 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2767497.000000 Penalty: 4947.331543
	Iteration 18Q: 3 clusters Score -2767497 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2767710.000000 Penalty: 4947.331543
	Iteration 19Q: 3 clusters Score -2767710 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2767849.750000 Penalty: 4947.331543
	Iteration 20F: 3 clusters Score -2767850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2767949.000000 Penalty: 4947.331543
	Iteration 21Q: 3 clusters Score -2767949 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2768037.500000 Penalty: 4947.331543
	Iteration 22Q: 3 clusters Score -2768038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2768106.750000 Penalty: 4947.331543
	Iteration 23Q: 3 clusters Score -2768107 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2768185.250000 Penalty: 4947.331543
	Iteration 24Q: 3 clusters Score -2768185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2768224.750000 Penalty: 4947.331543
	Iteration 25Q: 3 clusters Score -2768225 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2768288.750000 Penalty: 4947.331543
	Iteration 26Q: 3 clusters Score -2768289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2768314.000000 Penalty: 4947.331543
	Iteration 27Q: 3 clusters Score -2768314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2768343.500000 Penalty: 4947.331543
	Iteration 28Q: 3 clusters Score -2768344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2768388.750000 Penalty: 4947.331543
	Iteration 29Q: 3 clusters Score -2768389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2768416.500000 Penalty: 4947.331543
	Iteration 30Q: 3 clusters Score -2768416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2768458.750000 Penalty: 4947.331543
	Iteration 31Q: 3 clusters Score -2768459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2768483.250000 Penalty: 4947.331543
	Iteration 32Q: 3 clusters Score -2768483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2768500.500000 Penalty: 4947.331543
	Iteration 33Q: 3 clusters Score -2768500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2768515.000000 Penalty: 4947.331543
	Iteration 34Q: 3 clusters Score -2768515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2768537.250000 Penalty: 4947.331543
	Iteration 35Q: 3 clusters Score -2768537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2768540.000000 Penalty: 4947.331543
	Iteration 36Q: 3 clusters Score -2768540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2768555.500000 Penalty: 4947.331543
	Iteration 37Q: 3 clusters Score -2768556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2768565.750000 Penalty: 4947.331543
	Iteration 38Q: 3 clusters Score -2768566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2768576.000000 Penalty: 4947.331543
	Iteration 39Q: 3 clusters Score -2768576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2768584.500000 Penalty: 4947.331543
	Iteration 40F: 3 clusters Score -2768584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2768584.000000 Penalty: 4947.331543
	Iteration 41Q: 3 clusters Score -2768584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2768601.250000 Penalty: 4947.331543
	Iteration 42Q: 3 clusters Score -2768601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2768612.000000 Penalty: 4947.331543
	Iteration 43Q: 3 clusters Score -2768612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2768621.000000 Penalty: 4947.331543
	Iteration 44Q: 3 clusters Score -2768621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2768626.500000 Penalty: 4947.331543
	Iteration 45Q: 3 clusters Score -2768626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2768638.000000 Penalty: 4947.331543
	Iteration 46Q: 3 clusters Score -2768638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2768645.000000 Penalty: 4947.331543
	Iteration 47Q: 3 clusters Score -2768645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2768645.000000 Penalty: 4947.331543
	Iteration 48Q: 3 clusters Score -2768645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2768651.500000 Penalty: 4947.331543
	Iteration 49Q: 3 clusters Score -2768652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2768656.250000 Penalty: 4947.331543
	Iteration 50Q: 3 clusters Score -2768656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2768661.750000 Penalty: 4947.331543
	Iteration 51Q: 3 clusters Score -2768662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2768671.500000 Penalty: 4947.331543
	Iteration 52Q: 3 clusters Score -2768672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2768672.750000 Penalty: 4947.331543
	Iteration 53Q: 3 clusters Score -2768673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2768675.500000 Penalty: 4947.331543
	Iteration 54Q: 3 clusters Score -2768676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2768674.750000 Penalty: 4947.331543
	Iteration 55Q: 3 clusters Score -2768675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2768679.500000 Penalty: 4947.331543
	Iteration 56Q: 3 clusters Score -2768680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2768686.500000 Penalty: 4947.331543
	Iteration 57Q: 3 clusters Score -2768686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2768690.500000 Penalty: 4947.331543
	Iteration 58Q: 3 clusters Score -2768690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2768693.500000 Penalty: 4947.331543
	Iteration 59Q: 3 clusters Score -2768694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2768698.250000 Penalty: 4947.331543
	Iteration 60F: 3 clusters Score -2768698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2768701.250000 Penalty: 4947.331543
	Iteration 61Q: 3 clusters Score -2768701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2768702.750000 Penalty: 4947.331543
	Iteration 62Q: 3 clusters Score -2768703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2768705.500000 Penalty: 4947.331543
	Iteration 63Q: 3 clusters Score -2768706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2768704.000000 Penalty: 4947.331543
	Iteration 64Q: 3 clusters Score -2768704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2768705.500000 Penalty: 4947.331543
	Iteration 65Q: 3 clusters Score -2768706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2768713.500000 Penalty: 4947.331543
	Iteration 66Q: 3 clusters Score -2768714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2768711.500000 Penalty: 4947.331543
	Iteration 67Q: 3 clusters Score -2768712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2768716.000000 Penalty: 4947.331543
	Iteration 68Q: 3 clusters Score -2768716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2768718.000000 Penalty: 4947.331543
	Iteration 69Q: 3 clusters Score -2768718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2768728.750000 Penalty: 4947.331543
	Iteration 70Q: 3 clusters Score -2768729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2768731.000000 Penalty: 4947.331543
	Iteration 71Q: 3 clusters Score -2768731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2768731.750000 Penalty: 4947.331543
	Iteration 72Q: 3 clusters Score -2768732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2768737.250000 Penalty: 4947.331543
	Iteration 73Q: 3 clusters Score -2768737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2768737.750000 Penalty: 4947.331543
	Iteration 74Q: 3 clusters Score -2768738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2768738.000000 Penalty: 4947.331543
	Iteration 75Q: 3 clusters Score -2768738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2768741.250000 Penalty: 4947.331543
	Iteration 76Q: 3 clusters Score -2768741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2768741.250000 Penalty: 4947.331543
	Iteration 77Q: 3 clusters Score -2768741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2768749.500000 Penalty: 4947.331543
	Iteration 78Q: 3 clusters Score -2768750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2768750.750000 Penalty: 4947.331543
	Iteration 79Q: 3 clusters Score -2768751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2768755.500000 Penalty: 4947.331543
	Iteration 80F: 3 clusters Score -2768756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2768760.500000 Penalty: 4947.331543
	Iteration 81Q: 3 clusters Score -2768760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2768770.000000 Penalty: 4947.331543
	Iteration 82Q: 3 clusters Score -2768770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2768772.250000 Penalty: 4947.331543
	Iteration 83Q: 3 clusters Score -2768772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2768786.500000 Penalty: 4947.331543
	Iteration 84Q: 3 clusters Score -2768786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2768794.000000 Penalty: 4947.331543
	Iteration 85Q: 3 clusters Score -2768794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2768812.000000 Penalty: 4947.331543
	Iteration 86Q: 3 clusters Score -2768812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2768829.500000 Penalty: 4947.331543
	Iteration 87Q: 3 clusters Score -2768830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2768856.000000 Penalty: 4947.331543
	Iteration 88Q: 3 clusters Score -2768856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2768884.250000 Penalty: 4947.331543
	Iteration 89Q: 3 clusters Score -2768884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2768903.250000 Penalty: 4947.331543
	Iteration 90Q: 3 clusters Score -2768903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2768937.250000 Penalty: 4947.331543
	Iteration 91Q: 3 clusters Score -2768937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2768981.500000 Penalty: 4947.331543
	Iteration 92Q: 3 clusters Score -2768982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2769048.500000 Penalty: 4947.331543
	Iteration 93Q: 3 clusters Score -2769048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2769082.500000 Penalty: 4947.331543
	Iteration 94Q: 3 clusters Score -2769082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2769097.750000 Penalty: 4947.331543
	Iteration 95Q: 3 clusters Score -2769098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2769110.500000 Penalty: 4947.331543
	Iteration 96Q: 3 clusters Score -2769110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2769122.250000 Penalty: 4947.331543
	Iteration 97Q: 3 clusters Score -2769122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2769131.000000 Penalty: 4947.331543
	Iteration 98Q: 3 clusters Score -2769131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2769139.000000 Penalty: 4947.331543
	Iteration 99Q: 3 clusters Score -2769139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2769142.500000 Penalty: 4947.331543
	Iteration 100F: 3 clusters Score -2769142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2769144.500000 Penalty: 4947.331543
	Iteration 101Q: 3 clusters Score -2769144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2769144.500000 Penalty: 4947.331543
	Iteration 102F: 3 clusters Score -2769144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 20377 members 
Mstep: Class 5 contains 184383 members 
Mstep: Class 6 contains 98572 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 10 contains 1094 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 15 contains 68414 members 
Mstep: Class 16 contains 189312 members 
Mstep: Class 17 contains 21044 members 
Mstep: Class 18 contains 178119 members 
Mstep: Class 19 contains 47462 members 
Entering Unmasked Estep 
Score: -135216112.000000 Penalty: 58389.324219
Splitting cluster 4 changes total score from -135203728.000000 to -135216112.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (184383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184383 members 
Entering Unmasked Estep 
Score: -24562206.000000 Penalty: 3006.943115
	Iteration 0F: 2 clusters Score -2.456221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -24450890.000000 Penalty: 6013.886230
	Iteration 0F: 3 clusters Score -2.445089e+07 nChanged 88541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -24502576.000000 Penalty: 6013.886230
	Iteration 1F: 3 clusters Score -2.450258e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -24503608.000000 Penalty: 6013.886230
	Iteration 2Q: 3 clusters Score -2.450361e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -24504804.000000 Penalty: 6013.886230
	Iteration 3Q: 3 clusters Score -2.45048e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -24506142.000000 Penalty: 6013.886230
	Iteration 4Q: 3 clusters Score -2.450614e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -24508636.000000 Penalty: 6013.886230
	Iteration 5Q: 3 clusters Score -2.450864e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -24512000.000000 Penalty: 6013.886230
	Iteration 6Q: 3 clusters Score -2.4512e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -24517356.000000 Penalty: 6013.886230
	Iteration 7F: 3 clusters Score -2.451736e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -24525334.000000 Penalty: 6013.886230
	Iteration 8F: 3 clusters Score -2.452533e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127452 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -24534316.000000 Penalty: 6013.886230
	Iteration 9F: 3 clusters Score -2.453432e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -24542266.000000 Penalty: 6013.886230
	Iteration 10F: 3 clusters Score -2.454227e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -24547636.000000 Penalty: 6013.886230
	Iteration 11F: 3 clusters Score -2.454764e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -24550402.000000 Penalty: 6013.886230
	Iteration 12Q: 3 clusters Score -2.45504e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -24551672.000000 Penalty: 6013.886230
	Iteration 13Q: 3 clusters Score -2.455167e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -24552440.000000 Penalty: 6013.886230
	Iteration 14Q: 3 clusters Score -2.455244e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -24553142.000000 Penalty: 6013.886230
	Iteration 15Q: 3 clusters Score -2.455314e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -24553960.000000 Penalty: 6013.886230
	Iteration 16Q: 3 clusters Score -2.455396e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -24554426.000000 Penalty: 6013.886230
	Iteration 17Q: 3 clusters Score -2.455443e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160333 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -24554960.000000 Penalty: 6013.886230
	Iteration 18Q: 3 clusters Score -2.455496e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162446 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -24555334.000000 Penalty: 6013.886230
	Iteration 19Q: 3 clusters Score -2.455533e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -24555666.000000 Penalty: 6013.886230
	Iteration 20F: 3 clusters Score -2.455567e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -24556166.000000 Penalty: 6013.886230
	Iteration 21Q: 3 clusters Score -2.455617e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -24556660.000000 Penalty: 6013.886230
	Iteration 22Q: 3 clusters Score -2.455666e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -24557118.000000 Penalty: 6013.886230
	Iteration 23Q: 3 clusters Score -2.455712e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -24557602.000000 Penalty: 6013.886230
	Iteration 24Q: 3 clusters Score -2.45576e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -24558320.000000 Penalty: 6013.886230
	Iteration 25Q: 3 clusters Score -2.455832e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -24558874.000000 Penalty: 6013.886230
	Iteration 26Q: 3 clusters Score -2.455887e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174618 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -24559260.000000 Penalty: 6013.886230
	Iteration 27Q: 3 clusters Score -2.455926e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -24559606.000000 Penalty: 6013.886230
	Iteration 28Q: 3 clusters Score -2.455961e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -24559824.000000 Penalty: 6013.886230
	Iteration 29Q: 3 clusters Score -2.455982e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177319 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -24560012.000000 Penalty: 6013.886230
	Iteration 30Q: 3 clusters Score -2.456001e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178027 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -24560148.000000 Penalty: 6013.886230
	Iteration 31Q: 3 clusters Score -2.456015e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178640 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -24560192.000000 Penalty: 6013.886230
	Iteration 32Q: 3 clusters Score -2.456019e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179210 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -24560358.000000 Penalty: 6013.886230
	Iteration 33Q: 3 clusters Score -2.456036e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -24560500.000000 Penalty: 6013.886230
	Iteration 34Q: 3 clusters Score -2.45605e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -24560614.000000 Penalty: 6013.886230
	Iteration 35Q: 3 clusters Score -2.456061e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180504 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -24560630.000000 Penalty: 6013.886230
	Iteration 36Q: 3 clusters Score -2.456063e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24560686.000000 Penalty: 6013.886230
	Iteration 37Q: 3 clusters Score -2.456069e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -24560706.000000 Penalty: 6013.886230
	Iteration 38Q: 3 clusters Score -2.456071e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181298 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -24560636.000000 Penalty: 6013.886230
	Iteration 39Q: 3 clusters Score -2.456064e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -24560606.000000 Penalty: 6013.886230
	Iteration 40F: 3 clusters Score -2.456061e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181611 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -24560576.000000 Penalty: 6013.886230
	Iteration 41Q: 3 clusters Score -2.456058e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181746 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -24560558.000000 Penalty: 6013.886230
	Iteration 42Q: 3 clusters Score -2.456056e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181867 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -24560584.000000 Penalty: 6013.886230
	Iteration 43Q: 3 clusters Score -2.456058e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -24560594.000000 Penalty: 6013.886230
	Iteration 44Q: 3 clusters Score -2.456059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -24560614.000000 Penalty: 6013.886230
	Iteration 45Q: 3 clusters Score -2.456061e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182096 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -24560588.000000 Penalty: 6013.886230
	Iteration 46Q: 3 clusters Score -2.456059e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182155 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24560608.000000 Penalty: 6013.886230
	Iteration 47Q: 3 clusters Score -2.456061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182202 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -24560598.000000 Penalty: 6013.886230
	Iteration 48Q: 3 clusters Score -2.45606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182235 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -24560590.000000 Penalty: 6013.886230
	Iteration 49Q: 3 clusters Score -2.456059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24560602.000000 Penalty: 6013.886230
	Iteration 50Q: 3 clusters Score -2.45606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182303 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24560616.000000 Penalty: 6013.886230
	Iteration 51Q: 3 clusters Score -2.456062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -24560614.000000 Penalty: 6013.886230
	Iteration 52Q: 3 clusters Score -2.456061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182379 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -24560602.000000 Penalty: 6013.886230
	Iteration 53Q: 3 clusters Score -2.45606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182407 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -24560596.000000 Penalty: 6013.886230
	Iteration 54Q: 3 clusters Score -2.45606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -24560572.000000 Penalty: 6013.886230
	Iteration 55Q: 3 clusters Score -2.456057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182458 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -24560564.000000 Penalty: 6013.886230
	Iteration 56Q: 3 clusters Score -2.456056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -24560574.000000 Penalty: 6013.886230
	Iteration 57Q: 3 clusters Score -2.456057e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182493 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -24560584.000000 Penalty: 6013.886230
	Iteration 58Q: 3 clusters Score -2.456058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24560578.000000 Penalty: 6013.886230
	Iteration 59Q: 3 clusters Score -2.456058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182541 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -24560558.000000 Penalty: 6013.886230
	Iteration 60F: 3 clusters Score -2.456056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -24560558.000000 Penalty: 6013.886230
	Iteration 61Q: 3 clusters Score -2.456056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182571 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -24560566.000000 Penalty: 6013.886230
	Iteration 62Q: 3 clusters Score -2.456057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -24560548.000000 Penalty: 6013.886230
	Iteration 63Q: 3 clusters Score -2.456055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24560530.000000 Penalty: 6013.886230
	Iteration 64Q: 3 clusters Score -2.456053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -24560522.000000 Penalty: 6013.886230
	Iteration 65Q: 3 clusters Score -2.456052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -24560486.000000 Penalty: 6013.886230
	Iteration 66Q: 3 clusters Score -2.456049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182633 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -24560472.000000 Penalty: 6013.886230
	Iteration 67Q: 3 clusters Score -2.456047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -24560482.000000 Penalty: 6013.886230
	Iteration 68Q: 3 clusters Score -2.456048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182652 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -24560496.000000 Penalty: 6013.886230
	Iteration 69Q: 3 clusters Score -2.45605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182662 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24560502.000000 Penalty: 6013.886230
	Iteration 70Q: 3 clusters Score -2.45605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182675 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -24560506.000000 Penalty: 6013.886230
	Iteration 71Q: 3 clusters Score -2.456051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182689 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -24560518.000000 Penalty: 6013.886230
	Iteration 72Q: 3 clusters Score -2.456052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182704 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24560494.000000 Penalty: 6013.886230
	Iteration 73Q: 3 clusters Score -2.456049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182719 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -24560492.000000 Penalty: 6013.886230
	Iteration 74Q: 3 clusters Score -2.456049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -24560472.000000 Penalty: 6013.886230
	Iteration 75Q: 3 clusters Score -2.456047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182734 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24560460.000000 Penalty: 6013.886230
	Iteration 76Q: 3 clusters Score -2.456046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182740 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24560462.000000 Penalty: 6013.886230
	Iteration 77Q: 3 clusters Score -2.456046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24560452.000000 Penalty: 6013.886230
	Iteration 78Q: 3 clusters Score -2.456045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -24560456.000000 Penalty: 6013.886230
	Iteration 79Q: 3 clusters Score -2.456046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182749 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24560460.000000 Penalty: 6013.886230
	Iteration 80F: 3 clusters Score -2.456046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182750 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24560452.000000 Penalty: 6013.886230
	Iteration 81Q: 3 clusters Score -2.456045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24560452.000000 Penalty: 6013.886230
	Iteration 82Q: 3 clusters Score -2.456045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24560452.000000 Penalty: 6013.886230
	Iteration 83F: 3 clusters Score -2.456045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Entering Unmasked Estep 
Score: -13188745.000000 Penalty: 2851.638672
	Iteration 0F: 2 clusters Score -1.318874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -13123202.000000 Penalty: 5703.277344
	Iteration 0F: 3 clusters Score -1.31232e+07 nChanged 46595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -13149704.000000 Penalty: 5703.277344
	Iteration 1F: 3 clusters Score -1.31497e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -13150554.000000 Penalty: 5703.277344
	Iteration 2Q: 3 clusters Score -1.315055e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -13151420.000000 Penalty: 5703.277344
	Iteration 3Q: 3 clusters Score -1.315142e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -13152370.000000 Penalty: 5703.277344
	Iteration 4Q: 3 clusters Score -1.315237e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -13153545.000000 Penalty: 5703.277344
	Iteration 5Q: 3 clusters Score -1.315354e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -13154941.000000 Penalty: 5703.277344
	Iteration 6Q: 3 clusters Score -1.315494e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -13156817.000000 Penalty: 5703.277344
	Iteration 7Q: 3 clusters Score -1.315682e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -13159205.000000 Penalty: 5703.277344
	Iteration 8F: 3 clusters Score -1.31592e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -13162558.000000 Penalty: 5703.277344
	Iteration 9F: 3 clusters Score -1.316256e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -13166934.000000 Penalty: 5703.277344
	Iteration 10F: 3 clusters Score -1.316693e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -13171941.000000 Penalty: 5703.277344
	Iteration 11F: 3 clusters Score -1.317194e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -13176066.000000 Penalty: 5703.277344
	Iteration 12F: 3 clusters Score -1.317607e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -13178542.000000 Penalty: 5703.277344
	Iteration 13Q: 3 clusters Score -1.317854e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -13179824.000000 Penalty: 5703.277344
	Iteration 14Q: 3 clusters Score -1.317982e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -13180656.000000 Penalty: 5703.277344
	Iteration 15Q: 3 clusters Score -1.318066e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -13181392.000000 Penalty: 5703.277344
	Iteration 16Q: 3 clusters Score -1.318139e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -13182102.000000 Penalty: 5703.277344
	Iteration 17Q: 3 clusters Score -1.31821e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -13182740.000000 Penalty: 5703.277344
	Iteration 18Q: 3 clusters Score -1.318274e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -13183237.000000 Penalty: 5703.277344
	Iteration 19Q: 3 clusters Score -1.318324e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -13183702.000000 Penalty: 5703.277344
	Iteration 20F: 3 clusters Score -1.31837e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -13184119.000000 Penalty: 5703.277344
	Iteration 21Q: 3 clusters Score -1.318412e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -13184447.000000 Penalty: 5703.277344
	Iteration 22Q: 3 clusters Score -1.318445e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -13184691.000000 Penalty: 5703.277344
	Iteration 23Q: 3 clusters Score -1.318469e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -13185011.000000 Penalty: 5703.277344
	Iteration 24Q: 3 clusters Score -1.318501e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -13185250.000000 Penalty: 5703.277344
	Iteration 25Q: 3 clusters Score -1.318525e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -13185477.000000 Penalty: 5703.277344
	Iteration 26Q: 3 clusters Score -1.318548e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -13185557.000000 Penalty: 5703.277344
	Iteration 27Q: 3 clusters Score -1.318556e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -13185708.000000 Penalty: 5703.277344
	Iteration 28Q: 3 clusters Score -1.318571e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 94474 members 
Entering Unmasked Estep 
Score: -13185757.000000 Penalty: 5703.277344
	Iteration 29Q: 3 clusters Score -1.318576e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -13185837.000000 Penalty: 5703.277344
	Iteration 30Q: 3 clusters Score -1.318584e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -13185911.000000 Penalty: 5703.277344
	Iteration 31Q: 3 clusters Score -1.318591e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -13186000.000000 Penalty: 5703.277344
	Iteration 32Q: 3 clusters Score -1.3186e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -13186034.000000 Penalty: 5703.277344
	Iteration 33Q: 3 clusters Score -1.318603e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -13186068.000000 Penalty: 5703.277344
	Iteration 34Q: 3 clusters Score -1.318607e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
Score: -13186116.000000 Penalty: 5703.277344
	Iteration 35Q: 3 clusters Score -1.318612e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -13186189.000000 Penalty: 5703.277344
	Iteration 36Q: 3 clusters Score -1.318619e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -13186242.000000 Penalty: 5703.277344
	Iteration 37Q: 3 clusters Score -1.318624e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -13186252.000000 Penalty: 5703.277344
	Iteration 38Q: 3 clusters Score -1.318625e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -13186296.000000 Penalty: 5703.277344
	Iteration 39Q: 3 clusters Score -1.31863e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -13186334.000000 Penalty: 5703.277344
	Iteration 40F: 3 clusters Score -1.318633e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -13186352.000000 Penalty: 5703.277344
	Iteration 41Q: 3 clusters Score -1.318635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -13186391.000000 Penalty: 5703.277344
	Iteration 42Q: 3 clusters Score -1.318639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -13186414.000000 Penalty: 5703.277344
	Iteration 43Q: 3 clusters Score -1.318641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -13186414.000000 Penalty: 5703.277344
	Iteration 44Q: 3 clusters Score -1.318641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -13186457.000000 Penalty: 5703.277344
	Iteration 45Q: 3 clusters Score -1.318646e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -13186444.000000 Penalty: 5703.277344
	Iteration 46Q: 3 clusters Score -1.318644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -13186454.000000 Penalty: 5703.277344
	Iteration 47Q: 3 clusters Score -1.318645e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -13186465.000000 Penalty: 5703.277344
	Iteration 48Q: 3 clusters Score -1.318646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -13186476.000000 Penalty: 5703.277344
	Iteration 49Q: 3 clusters Score -1.318648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -13186480.000000 Penalty: 5703.277344
	Iteration 50Q: 3 clusters Score -1.318648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 96780 members 
Entering Unmasked Estep 
Score: -13186494.000000 Penalty: 5703.277344
	Iteration 51Q: 3 clusters Score -1.318649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 96794 members 
Entering Unmasked Estep 
Score: -13186515.000000 Penalty: 5703.277344
	Iteration 52Q: 3 clusters Score -1.318652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -13186507.000000 Penalty: 5703.277344
	Iteration 53Q: 3 clusters Score -1.318651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -13186512.000000 Penalty: 5703.277344
	Iteration 54Q: 3 clusters Score -1.318651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -13186490.000000 Penalty: 5703.277344
	Iteration 55Q: 3 clusters Score -1.318649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -13186497.000000 Penalty: 5703.277344
	Iteration 56Q: 3 clusters Score -1.31865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -13186501.000000 Penalty: 5703.277344
	Iteration 57Q: 3 clusters Score -1.31865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -13186503.000000 Penalty: 5703.277344
	Iteration 58Q: 3 clusters Score -1.31865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -13186503.000000 Penalty: 5703.277344
	Iteration 59Q: 3 clusters Score -1.31865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -13186497.000000 Penalty: 5703.277344
	Iteration 60F: 3 clusters Score -1.31865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -13186516.000000 Penalty: 5703.277344
	Iteration 61Q: 3 clusters Score -1.318652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -13186513.000000 Penalty: 5703.277344
	Iteration 62Q: 3 clusters Score -1.318651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -13186513.000000 Penalty: 5703.277344
	Iteration 63F: 3 clusters Score -1.318651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -821712.125000 Penalty: 2183.286377
	Iteration 0F: 2 clusters Score -821712.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -816058.625000 Penalty: 4366.572754
	Iteration 0F: 3 clusters Score -816058.6 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -817708.187500 Penalty: 4366.572754
	Iteration 1F: 3 clusters Score -817708.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -818095.250000 Penalty: 4366.572754
	Iteration 2F: 3 clusters Score -818095.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -818435.812500 Penalty: 4366.572754
	Iteration 3F: 3 clusters Score -818435.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -818783.875000 Penalty: 4366.572754
	Iteration 4F: 3 clusters Score -818783.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -819175.187500 Penalty: 4366.572754
	Iteration 5F: 3 clusters Score -819175.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -819578.812500 Penalty: 4366.572754
	Iteration 6F: 3 clusters Score -819578.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -819928.312500 Penalty: 4366.572754
	Iteration 7F: 3 clusters Score -819928.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -820251.000000 Penalty: 4366.572754
	Iteration 8Q: 3 clusters Score -820251 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -820569.750000 Penalty: 4366.572754
	Iteration 9Q: 3 clusters Score -820569.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -820893.687500 Penalty: 4366.572754
	Iteration 10Q: 3 clusters Score -820893.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -821121.062500 Penalty: 4366.572754
	Iteration 11Q: 3 clusters Score -821121.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -821233.062500 Penalty: 4366.572754
	Iteration 12Q: 3 clusters Score -821233.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -821294.937500 Penalty: 4366.572754
	Iteration 13Q: 3 clusters Score -821294.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -821332.187500 Penalty: 4366.572754
	Iteration 14Q: 3 clusters Score -821332.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -821352.187500 Penalty: 4366.572754
	Iteration 15Q: 3 clusters Score -821352.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -821368.937500 Penalty: 4366.572754
	Iteration 16Q: 3 clusters Score -821368.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -821380.937500 Penalty: 4366.572754
	Iteration 17Q: 3 clusters Score -821380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -821384.062500 Penalty: 4366.572754
	Iteration 18Q: 3 clusters Score -821384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -821391.250000 Penalty: 4366.572754
	Iteration 19Q: 3 clusters Score -821391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -821396.625000 Penalty: 4366.572754
	Iteration 20F: 3 clusters Score -821396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -821400.250000 Penalty: 4366.572754
	Iteration 21Q: 3 clusters Score -821400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -821401.937500 Penalty: 4366.572754
	Iteration 22Q: 3 clusters Score -821401.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -821400.250000 Penalty: 4366.572754
	Iteration 23Q: 3 clusters Score -821400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -821401.812500 Penalty: 4366.572754
	Iteration 24Q: 3 clusters Score -821401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -821402.812500 Penalty: 4366.572754
	Iteration 25Q: 3 clusters Score -821402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -821407.000000 Penalty: 4366.572754
	Iteration 26Q: 3 clusters Score -821407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -821408.000000 Penalty: 4366.572754
	Iteration 27Q: 3 clusters Score -821408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -821407.875000 Penalty: 4366.572754
	Iteration 28Q: 3 clusters Score -821407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -821407.875000 Penalty: 4366.572754
	Iteration 29F: 3 clusters Score -821407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Entering Unmasked Estep 
Score: -3593465.500000 Penalty: 2527.803467
	Iteration 0F: 2 clusters Score -3593466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3575216.250000 Penalty: 5055.606934
	Iteration 0F: 3 clusters Score -3575216 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3581420.000000 Penalty: 5055.606934
	Iteration 1F: 3 clusters Score -3581420 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3581806.500000 Penalty: 5055.606934
	Iteration 2Q: 3 clusters Score -3581806 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3582152.500000 Penalty: 5055.606934
	Iteration 3Q: 3 clusters Score -3582152 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3582487.000000 Penalty: 5055.606934
	Iteration 4Q: 3 clusters Score -3582487 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3582820.500000 Penalty: 5055.606934
	Iteration 5Q: 3 clusters Score -3582820 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3583259.500000 Penalty: 5055.606934
	Iteration 6Q: 3 clusters Score -3583260 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3583833.000000 Penalty: 5055.606934
	Iteration 7Q: 3 clusters Score -3583833 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3584519.750000 Penalty: 5055.606934
	Iteration 8Q: 3 clusters Score -3584520 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3585273.750000 Penalty: 5055.606934
	Iteration 9Q: 3 clusters Score -3585274 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3586070.250000 Penalty: 5055.606934
	Iteration 10Q: 3 clusters Score -3586070 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3586837.750000 Penalty: 5055.606934
	Iteration 11Q: 3 clusters Score -3586838 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3587523.000000 Penalty: 5055.606934
	Iteration 12Q: 3 clusters Score -3587523 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3588070.250000 Penalty: 5055.606934
	Iteration 13Q: 3 clusters Score -3588070 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3588506.750000 Penalty: 5055.606934
	Iteration 14Q: 3 clusters Score -3588507 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3588827.250000 Penalty: 5055.606934
	Iteration 15Q: 3 clusters Score -3588827 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3589090.000000 Penalty: 5055.606934
	Iteration 16Q: 3 clusters Score -3589090 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3589260.250000 Penalty: 5055.606934
	Iteration 17Q: 3 clusters Score -3589260 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3589387.500000 Penalty: 5055.606934
	Iteration 18Q: 3 clusters Score -3589388 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3589491.750000 Penalty: 5055.606934
	Iteration 19Q: 3 clusters Score -3589492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3589581.750000 Penalty: 5055.606934
	Iteration 20F: 3 clusters Score -3589582 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3589670.250000 Penalty: 5055.606934
	Iteration 21Q: 3 clusters Score -3589670 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3589739.750000 Penalty: 5055.606934
	Iteration 22Q: 3 clusters Score -3589740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3589800.250000 Penalty: 5055.606934
	Iteration 23Q: 3 clusters Score -3589800 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3589871.500000 Penalty: 5055.606934
	Iteration 24Q: 3 clusters Score -3589872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3589921.250000 Penalty: 5055.606934
	Iteration 25Q: 3 clusters Score -3589921 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3589991.750000 Penalty: 5055.606934
	Iteration 26Q: 3 clusters Score -3589992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3590047.250000 Penalty: 5055.606934
	Iteration 27Q: 3 clusters Score -3590047 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3590110.000000 Penalty: 5055.606934
	Iteration 28Q: 3 clusters Score -3590110 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3590194.500000 Penalty: 5055.606934
	Iteration 29Q: 3 clusters Score -3590194 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3590240.750000 Penalty: 5055.606934
	Iteration 30Q: 3 clusters Score -3590241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3590278.500000 Penalty: 5055.606934
	Iteration 31Q: 3 clusters Score -3590278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3590323.000000 Penalty: 5055.606934
	Iteration 32Q: 3 clusters Score -3590323 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3590368.500000 Penalty: 5055.606934
	Iteration 33Q: 3 clusters Score -3590368 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3590406.750000 Penalty: 5055.606934
	Iteration 34Q: 3 clusters Score -3590407 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3590437.250000 Penalty: 5055.606934
	Iteration 35Q: 3 clusters Score -3590437 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3590482.250000 Penalty: 5055.606934
	Iteration 36Q: 3 clusters Score -3590482 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3590524.500000 Penalty: 5055.606934
	Iteration 37Q: 3 clusters Score -3590524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3590563.500000 Penalty: 5055.606934
	Iteration 38Q: 3 clusters Score -3590564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3590620.250000 Penalty: 5055.606934
	Iteration 39Q: 3 clusters Score -3590620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3590660.500000 Penalty: 5055.606934
	Iteration 40F: 3 clusters Score -3590660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3590699.000000 Penalty: 5055.606934
	Iteration 41Q: 3 clusters Score -3590699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3590754.000000 Penalty: 5055.606934
	Iteration 42Q: 3 clusters Score -3590754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3590789.500000 Penalty: 5055.606934
	Iteration 43Q: 3 clusters Score -3590790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3590816.750000 Penalty: 5055.606934
	Iteration 44Q: 3 clusters Score -3590817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3590847.000000 Penalty: 5055.606934
	Iteration 45Q: 3 clusters Score -3590847 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3590872.000000 Penalty: 5055.606934
	Iteration 46Q: 3 clusters Score -3590872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3590895.000000 Penalty: 5055.606934
	Iteration 47Q: 3 clusters Score -3590895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3590920.250000 Penalty: 5055.606934
	Iteration 48Q: 3 clusters Score -3590920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3590951.750000 Penalty: 5055.606934
	Iteration 49Q: 3 clusters Score -3590952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3590981.000000 Penalty: 5055.606934
	Iteration 50Q: 3 clusters Score -3590981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3591010.500000 Penalty: 5055.606934
	Iteration 51Q: 3 clusters Score -3591010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3591032.000000 Penalty: 5055.606934
	Iteration 52Q: 3 clusters Score -3591032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3591060.000000 Penalty: 5055.606934
	Iteration 53Q: 3 clusters Score -3591060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3591088.000000 Penalty: 5055.606934
	Iteration 54Q: 3 clusters Score -3591088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3591114.500000 Penalty: 5055.606934
	Iteration 55Q: 3 clusters Score -3591114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3591137.250000 Penalty: 5055.606934
	Iteration 56Q: 3 clusters Score -3591137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3591158.750000 Penalty: 5055.606934
	Iteration 57Q: 3 clusters Score -3591159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3591173.500000 Penalty: 5055.606934
	Iteration 58Q: 3 clusters Score -3591174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3591198.250000 Penalty: 5055.606934
	Iteration 59Q: 3 clusters Score -3591198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3591218.000000 Penalty: 5055.606934
	Iteration 60F: 3 clusters Score -3591218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3591239.000000 Penalty: 5055.606934
	Iteration 61Q: 3 clusters Score -3591239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3591248.250000 Penalty: 5055.606934
	Iteration 62Q: 3 clusters Score -3591248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3591266.500000 Penalty: 5055.606934
	Iteration 63Q: 3 clusters Score -3591266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3591282.000000 Penalty: 5055.606934
	Iteration 64Q: 3 clusters Score -3591282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3591291.750000 Penalty: 5055.606934
	Iteration 65Q: 3 clusters Score -3591292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3591309.000000 Penalty: 5055.606934
	Iteration 66Q: 3 clusters Score -3591309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3591312.750000 Penalty: 5055.606934
	Iteration 67Q: 3 clusters Score -3591313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3591318.250000 Penalty: 5055.606934
	Iteration 68Q: 3 clusters Score -3591318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3591317.250000 Penalty: 5055.606934
	Iteration 69Q: 3 clusters Score -3591317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3591321.750000 Penalty: 5055.606934
	Iteration 70Q: 3 clusters Score -3591322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3591325.000000 Penalty: 5055.606934
	Iteration 71Q: 3 clusters Score -3591325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3591323.500000 Penalty: 5055.606934
	Iteration 72Q: 3 clusters Score -3591324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3591328.500000 Penalty: 5055.606934
	Iteration 73Q: 3 clusters Score -3591328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3591332.250000 Penalty: 5055.606934
	Iteration 74Q: 3 clusters Score -3591332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3591333.000000 Penalty: 5055.606934
	Iteration 75Q: 3 clusters Score -3591333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3591335.000000 Penalty: 5055.606934
	Iteration 76Q: 3 clusters Score -3591335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3591331.250000 Penalty: 5055.606934
	Iteration 77Q: 3 clusters Score -3591331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3591332.500000 Penalty: 5055.606934
	Iteration 78Q: 3 clusters Score -3591332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3591341.750000 Penalty: 5055.606934
	Iteration 79Q: 3 clusters Score -3591342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3591344.750000 Penalty: 5055.606934
	Iteration 80F: 3 clusters Score -3591345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3591353.750000 Penalty: 5055.606934
	Iteration 81Q: 3 clusters Score -3591354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3591351.500000 Penalty: 5055.606934
	Iteration 82Q: 3 clusters Score -3591352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3591357.000000 Penalty: 5055.606934
	Iteration 83Q: 3 clusters Score -3591357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3591372.000000 Penalty: 5055.606934
	Iteration 84Q: 3 clusters Score -3591372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3591371.750000 Penalty: 5055.606934
	Iteration 85Q: 3 clusters Score -3591372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3591385.500000 Penalty: 5055.606934
	Iteration 86Q: 3 clusters Score -3591386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3591386.250000 Penalty: 5055.606934
	Iteration 87Q: 3 clusters Score -3591386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3591390.500000 Penalty: 5055.606934
	Iteration 88Q: 3 clusters Score -3591390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3591389.250000 Penalty: 5055.606934
	Iteration 89Q: 3 clusters Score -3591389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3591391.500000 Penalty: 5055.606934
	Iteration 90Q: 3 clusters Score -3591392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3591396.250000 Penalty: 5055.606934
	Iteration 91Q: 3 clusters Score -3591396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3591400.750000 Penalty: 5055.606934
	Iteration 92Q: 3 clusters Score -3591401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3591408.750000 Penalty: 5055.606934
	Iteration 93Q: 3 clusters Score -3591409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3591410.000000 Penalty: 5055.606934
	Iteration 94Q: 3 clusters Score -3591410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3591408.000000 Penalty: 5055.606934
	Iteration 95Q: 3 clusters Score -3591408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3591407.000000 Penalty: 5055.606934
	Iteration 96Q: 3 clusters Score -3591407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3591411.250000 Penalty: 5055.606934
	Iteration 97Q: 3 clusters Score -3591411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3591411.250000 Penalty: 5055.606934
	Iteration 98Q: 3 clusters Score -3591411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3591412.250000 Penalty: 5055.606934
	Iteration 99Q: 3 clusters Score -3591412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3591408.250000 Penalty: 5055.606934
	Iteration 100F: 3 clusters Score -3591408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3591411.000000 Penalty: 5055.606934
	Iteration 101Q: 3 clusters Score -3591411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3591413.500000 Penalty: 5055.606934
	Iteration 102Q: 3 clusters Score -3591414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3591413.000000 Penalty: 5055.606934
	Iteration 103Q: 3 clusters Score -3591413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3591413.000000 Penalty: 5055.606934
	Iteration 104F: 3 clusters Score -3591413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Entering Unmasked Estep 
Score: -17420356.000000 Penalty: 2921.774414
	Iteration 0F: 2 clusters Score -1.742036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -17333048.000000 Penalty: 5843.548828
	Iteration 0F: 3 clusters Score -1.733305e+07 nChanged 62707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -17369022.000000 Penalty: 5843.548828
	Iteration 1F: 3 clusters Score -1.736902e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -17369770.000000 Penalty: 5843.548828
	Iteration 2Q: 3 clusters Score -1.736977e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -17370526.000000 Penalty: 5843.548828
	Iteration 3Q: 3 clusters Score -1.737053e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -17371248.000000 Penalty: 5843.548828
	Iteration 4Q: 3 clusters Score -1.737125e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -17372114.000000 Penalty: 5843.548828
	Iteration 5Q: 3 clusters Score -1.737211e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -17373164.000000 Penalty: 5843.548828
	Iteration 6Q: 3 clusters Score -1.737316e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -17374588.000000 Penalty: 5843.548828
	Iteration 7Q: 3 clusters Score -1.737459e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -17376878.000000 Penalty: 5843.548828
	Iteration 8Q: 3 clusters Score -1.737688e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -17380286.000000 Penalty: 5843.548828
	Iteration 9Q: 3 clusters Score -1.738029e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -17385492.000000 Penalty: 5843.548828
	Iteration 10F: 3 clusters Score -1.738549e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -17391842.000000 Penalty: 5843.548828
	Iteration 11F: 3 clusters Score -1.739184e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -17397140.000000 Penalty: 5843.548828
	Iteration 12F: 3 clusters Score -1.739714e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -17399814.000000 Penalty: 5843.548828
	Iteration 13Q: 3 clusters Score -1.739981e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -17400880.000000 Penalty: 5843.548828
	Iteration 14Q: 3 clusters Score -1.740088e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -17401794.000000 Penalty: 5843.548828
	Iteration 15Q: 3 clusters Score -1.740179e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -17402574.000000 Penalty: 5843.548828
	Iteration 16Q: 3 clusters Score -1.740257e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -17403446.000000 Penalty: 5843.548828
	Iteration 17Q: 3 clusters Score -1.740345e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -17404306.000000 Penalty: 5843.548828
	Iteration 18Q: 3 clusters Score -1.740431e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -17405292.000000 Penalty: 5843.548828
	Iteration 19Q: 3 clusters Score -1.740529e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -17406236.000000 Penalty: 5843.548828
	Iteration 20F: 3 clusters Score -1.740624e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -17407276.000000 Penalty: 5843.548828
	Iteration 21Q: 3 clusters Score -1.740728e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -17408262.000000 Penalty: 5843.548828
	Iteration 22Q: 3 clusters Score -1.740826e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -17409306.000000 Penalty: 5843.548828
	Iteration 23Q: 3 clusters Score -1.740931e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -17410186.000000 Penalty: 5843.548828
	Iteration 24Q: 3 clusters Score -1.741019e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -17410940.000000 Penalty: 5843.548828
	Iteration 25Q: 3 clusters Score -1.741094e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -17411560.000000 Penalty: 5843.548828
	Iteration 26Q: 3 clusters Score -1.741156e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -17412220.000000 Penalty: 5843.548828
	Iteration 27Q: 3 clusters Score -1.741222e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -17412730.000000 Penalty: 5843.548828
	Iteration 28Q: 3 clusters Score -1.741273e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -17413354.000000 Penalty: 5843.548828
	Iteration 29Q: 3 clusters Score -1.741335e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -17413746.000000 Penalty: 5843.548828
	Iteration 30Q: 3 clusters Score -1.741375e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -17414158.000000 Penalty: 5843.548828
	Iteration 31Q: 3 clusters Score -1.741416e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -17414528.000000 Penalty: 5843.548828
	Iteration 32Q: 3 clusters Score -1.741453e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111464 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -17414970.000000 Penalty: 5843.548828
	Iteration 33Q: 3 clusters Score -1.741497e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -17415344.000000 Penalty: 5843.548828
	Iteration 34Q: 3 clusters Score -1.741534e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -17415598.000000 Penalty: 5843.548828
	Iteration 35Q: 3 clusters Score -1.74156e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -17415932.000000 Penalty: 5843.548828
	Iteration 36Q: 3 clusters Score -1.741593e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -17416174.000000 Penalty: 5843.548828
	Iteration 37Q: 3 clusters Score -1.741617e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -17416334.000000 Penalty: 5843.548828
	Iteration 38Q: 3 clusters Score -1.741633e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -17416486.000000 Penalty: 5843.548828
	Iteration 39Q: 3 clusters Score -1.741649e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -17416788.000000 Penalty: 5843.548828
	Iteration 40F: 3 clusters Score -1.741679e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -17417034.000000 Penalty: 5843.548828
	Iteration 41Q: 3 clusters Score -1.741703e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120649 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -17417242.000000 Penalty: 5843.548828
	Iteration 42Q: 3 clusters Score -1.741724e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -17417448.000000 Penalty: 5843.548828
	Iteration 43Q: 3 clusters Score -1.741745e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122087 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -17417588.000000 Penalty: 5843.548828
	Iteration 44Q: 3 clusters Score -1.741759e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -17417708.000000 Penalty: 5843.548828
	Iteration 45Q: 3 clusters Score -1.741771e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -17417854.000000 Penalty: 5843.548828
	Iteration 46Q: 3 clusters Score -1.741785e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -17417972.000000 Penalty: 5843.548828
	Iteration 47Q: 3 clusters Score -1.741797e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -17418048.000000 Penalty: 5843.548828
	Iteration 48Q: 3 clusters Score -1.741805e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -17418142.000000 Penalty: 5843.548828
	Iteration 49Q: 3 clusters Score -1.741814e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -17418234.000000 Penalty: 5843.548828
	Iteration 50Q: 3 clusters Score -1.741823e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -17418342.000000 Penalty: 5843.548828
	Iteration 51Q: 3 clusters Score -1.741834e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -17418446.000000 Penalty: 5843.548828
	Iteration 52Q: 3 clusters Score -1.741845e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -17418432.000000 Penalty: 5843.548828
	Iteration 53Q: 3 clusters Score -1.741843e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126379 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -17418448.000000 Penalty: 5843.548828
	Iteration 54Q: 3 clusters Score -1.741845e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -17418504.000000 Penalty: 5843.548828
	Iteration 55Q: 3 clusters Score -1.74185e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -17418500.000000 Penalty: 5843.548828
	Iteration 56Q: 3 clusters Score -1.74185e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -17418538.000000 Penalty: 5843.548828
	Iteration 57Q: 3 clusters Score -1.741854e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -17418540.000000 Penalty: 5843.548828
	Iteration 58Q: 3 clusters Score -1.741854e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -17418576.000000 Penalty: 5843.548828
	Iteration 59Q: 3 clusters Score -1.741858e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -17418572.000000 Penalty: 5843.548828
	Iteration 60F: 3 clusters Score -1.741857e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127481 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -17418598.000000 Penalty: 5843.548828
	Iteration 61Q: 3 clusters Score -1.74186e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -17418602.000000 Penalty: 5843.548828
	Iteration 62Q: 3 clusters Score -1.74186e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -17418604.000000 Penalty: 5843.548828
	Iteration 63Q: 3 clusters Score -1.74186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -17418620.000000 Penalty: 5843.548828
	Iteration 64Q: 3 clusters Score -1.741862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -17418632.000000 Penalty: 5843.548828
	Iteration 65Q: 3 clusters Score -1.741863e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127827 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17418630.000000 Penalty: 5843.548828
	Iteration 66Q: 3 clusters Score -1.741863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -17418622.000000 Penalty: 5843.548828
	Iteration 67Q: 3 clusters Score -1.741862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -17418630.000000 Penalty: 5843.548828
	Iteration 68Q: 3 clusters Score -1.741863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -17418640.000000 Penalty: 5843.548828
	Iteration 69Q: 3 clusters Score -1.741864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -17418626.000000 Penalty: 5843.548828
	Iteration 70Q: 3 clusters Score -1.741863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128039 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17418620.000000 Penalty: 5843.548828
	Iteration 71Q: 3 clusters Score -1.741862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128077 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -17418606.000000 Penalty: 5843.548828
	Iteration 72Q: 3 clusters Score -1.741861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128109 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -17418590.000000 Penalty: 5843.548828
	Iteration 73Q: 3 clusters Score -1.741859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17418602.000000 Penalty: 5843.548828
	Iteration 74Q: 3 clusters Score -1.74186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -17418612.000000 Penalty: 5843.548828
	Iteration 75Q: 3 clusters Score -1.741861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -17418624.000000 Penalty: 5843.548828
	Iteration 76Q: 3 clusters Score -1.741862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -17418632.000000 Penalty: 5843.548828
	Iteration 77Q: 3 clusters Score -1.741863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128240 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -17418610.000000 Penalty: 5843.548828
	Iteration 78Q: 3 clusters Score -1.741861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128257 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -17418614.000000 Penalty: 5843.548828
	Iteration 79Q: 3 clusters Score -1.741861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -17418612.000000 Penalty: 5843.548828
	Iteration 80F: 3 clusters Score -1.741861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128281 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17418620.000000 Penalty: 5843.548828
	Iteration 81Q: 3 clusters Score -1.741862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -17418612.000000 Penalty: 5843.548828
	Iteration 82Q: 3 clusters Score -1.741861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -17418618.000000 Penalty: 5843.548828
	Iteration 83Q: 3 clusters Score -1.741862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -17418608.000000 Penalty: 5843.548828
	Iteration 84Q: 3 clusters Score -1.741861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -17418608.000000 Penalty: 5843.548828
	Iteration 85Q: 3 clusters Score -1.741861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -17418610.000000 Penalty: 5843.548828
	Iteration 86Q: 3 clusters Score -1.741861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -17418604.000000 Penalty: 5843.548828
	Iteration 87Q: 3 clusters Score -1.74186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -17418604.000000 Penalty: 5843.548828
	Iteration 88Q: 3 clusters Score -1.74186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17418602.000000 Penalty: 5843.548828
	Iteration 89Q: 3 clusters Score -1.74186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17418602.000000 Penalty: 5843.548828
	Iteration 90F: 3 clusters Score -1.74186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -186061.125000 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -186061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183838.562500 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -183838.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184164.390625 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -184164.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184251.625000 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -184251.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -184295.250000 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -184295.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184329.218750 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -184329.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184350.921875 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -184350.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184373.750000 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -184373.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184389.828125 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -184389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184406.671875 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -184406.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184416.828125 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -184416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -184424.984375 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -184425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184429.343750 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -184429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184432.515625 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -184432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -184435.656250 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -184435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184439.859375 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -184439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184440.656250 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -184440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -184440.656250 Penalty: 3602.611328
	Iteration 16F: 3 clusters Score -184440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Entering Unmasked Estep 
Score: -9182884.000000 Penalty: 2761.066650
	Iteration 0F: 2 clusters Score -9182884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -9137135.000000 Penalty: 5522.133301
	Iteration 0F: 3 clusters Score -9137135 nChanged 31903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -9154950.000000 Penalty: 5522.133301
	Iteration 1F: 3 clusters Score -9154950 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -9155568.000000 Penalty: 5522.133301
	Iteration 2Q: 3 clusters Score -9155568 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9156184.000000 Penalty: 5522.133301
	Iteration 3Q: 3 clusters Score -9156184 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -9156799.000000 Penalty: 5522.133301
	Iteration 4Q: 3 clusters Score -9156799 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -9157596.000000 Penalty: 5522.133301
	Iteration 5Q: 3 clusters Score -9157596 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -9158477.000000 Penalty: 5522.133301
	Iteration 6Q: 3 clusters Score -9158477 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -9159962.000000 Penalty: 5522.133301
	Iteration 7Q: 3 clusters Score -9159962 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -9161977.000000 Penalty: 5522.133301
	Iteration 8F: 3 clusters Score -9161977 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -9164939.000000 Penalty: 5522.133301
	Iteration 9F: 3 clusters Score -9164939 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -9168677.000000 Penalty: 5522.133301
	Iteration 10F: 3 clusters Score -9168677 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -9172126.000000 Penalty: 5522.133301
	Iteration 11F: 3 clusters Score -9172126 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -9174777.000000 Penalty: 5522.133301
	Iteration 12Q: 3 clusters Score -9174777 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -9176374.000000 Penalty: 5522.133301
	Iteration 13Q: 3 clusters Score -9176374 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -9177386.000000 Penalty: 5522.133301
	Iteration 14Q: 3 clusters Score -9177386 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -9178009.000000 Penalty: 5522.133301
	Iteration 15Q: 3 clusters Score -9178009 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -9178526.000000 Penalty: 5522.133301
	Iteration 16Q: 3 clusters Score -9178526 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -9178950.000000 Penalty: 5522.133301
	Iteration 17Q: 3 clusters Score -9178950 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -9179260.000000 Penalty: 5522.133301
	Iteration 18Q: 3 clusters Score -9179260 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -9179603.000000 Penalty: 5522.133301
	Iteration 19Q: 3 clusters Score -9179603 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -9179859.000000 Penalty: 5522.133301
	Iteration 20F: 3 clusters Score -9179859 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -9180034.000000 Penalty: 5522.133301
	Iteration 21Q: 3 clusters Score -9180034 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -9180187.000000 Penalty: 5522.133301
	Iteration 22Q: 3 clusters Score -9180187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -9180277.000000 Penalty: 5522.133301
	Iteration 23Q: 3 clusters Score -9180277 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -9180349.000000 Penalty: 5522.133301
	Iteration 24Q: 3 clusters Score -9180349 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -9180428.000000 Penalty: 5522.133301
	Iteration 25Q: 3 clusters Score -9180428 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -9180552.000000 Penalty: 5522.133301
	Iteration 26Q: 3 clusters Score -9180552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -9180594.000000 Penalty: 5522.133301
	Iteration 27Q: 3 clusters Score -9180594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -9180638.000000 Penalty: 5522.133301
	Iteration 28Q: 3 clusters Score -9180638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -9180650.000000 Penalty: 5522.133301
	Iteration 29Q: 3 clusters Score -9180650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -9180689.000000 Penalty: 5522.133301
	Iteration 30Q: 3 clusters Score -9180689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -9180736.000000 Penalty: 5522.133301
	Iteration 31Q: 3 clusters Score -9180736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -9180753.000000 Penalty: 5522.133301
	Iteration 32Q: 3 clusters Score -9180753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -9180770.000000 Penalty: 5522.133301
	Iteration 33Q: 3 clusters Score -9180770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -9180796.000000 Penalty: 5522.133301
	Iteration 34Q: 3 clusters Score -9180796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -9180790.000000 Penalty: 5522.133301
	Iteration 35Q: 3 clusters Score -9180790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9180815.000000 Penalty: 5522.133301
	Iteration 36Q: 3 clusters Score -9180815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9180832.000000 Penalty: 5522.133301
	Iteration 37Q: 3 clusters Score -9180832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -9180845.000000 Penalty: 5522.133301
	Iteration 38Q: 3 clusters Score -9180845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -9180856.000000 Penalty: 5522.133301
	Iteration 39Q: 3 clusters Score -9180856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -9180856.000000 Penalty: 5522.133301
	Iteration 40F: 3 clusters Score -9180856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -9180870.000000 Penalty: 5522.133301
	Iteration 41Q: 3 clusters Score -9180870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -9180875.000000 Penalty: 5522.133301
	Iteration 42Q: 3 clusters Score -9180875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -9180885.000000 Penalty: 5522.133301
	Iteration 43Q: 3 clusters Score -9180885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -9180895.000000 Penalty: 5522.133301
	Iteration 44Q: 3 clusters Score -9180895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -9180893.000000 Penalty: 5522.133301
	Iteration 45Q: 3 clusters Score -9180893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9180907.000000 Penalty: 5522.133301
	Iteration 46Q: 3 clusters Score -9180907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -9180914.000000 Penalty: 5522.133301
	Iteration 47Q: 3 clusters Score -9180914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -9180926.000000 Penalty: 5522.133301
	Iteration 48Q: 3 clusters Score -9180926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9180927.000000 Penalty: 5522.133301
	Iteration 49Q: 3 clusters Score -9180927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -9180932.000000 Penalty: 5522.133301
	Iteration 50Q: 3 clusters Score -9180932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -9180940.000000 Penalty: 5522.133301
	Iteration 51Q: 3 clusters Score -9180940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -9180949.000000 Penalty: 5522.133301
	Iteration 52Q: 3 clusters Score -9180949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -9180956.000000 Penalty: 5522.133301
	Iteration 53Q: 3 clusters Score -9180956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9180960.000000 Penalty: 5522.133301
	Iteration 54Q: 3 clusters Score -9180960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -9180964.000000 Penalty: 5522.133301
	Iteration 55Q: 3 clusters Score -9180964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -9180974.000000 Penalty: 5522.133301
	Iteration 56Q: 3 clusters Score -9180974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -9180978.000000 Penalty: 5522.133301
	Iteration 57Q: 3 clusters Score -9180978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -9180980.000000 Penalty: 5522.133301
	Iteration 58Q: 3 clusters Score -9180980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -9180982.000000 Penalty: 5522.133301
	Iteration 59Q: 3 clusters Score -9180982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -9180990.000000 Penalty: 5522.133301
	Iteration 60F: 3 clusters Score -9180990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -9180981.000000 Penalty: 5522.133301
	Iteration 61Q: 3 clusters Score -9180981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -9180988.000000 Penalty: 5522.133301
	Iteration 62Q: 3 clusters Score -9180988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -9180995.000000 Penalty: 5522.133301
	Iteration 63Q: 3 clusters Score -9180995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -9180997.000000 Penalty: 5522.133301
	Iteration 64Q: 3 clusters Score -9180997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -9180996.000000 Penalty: 5522.133301
	Iteration 65Q: 3 clusters Score -9180996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -9181001.000000 Penalty: 5522.133301
	Iteration 66Q: 3 clusters Score -9181001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -9181004.000000 Penalty: 5522.133301
	Iteration 67Q: 3 clusters Score -9181004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -9181004.000000 Penalty: 5522.133301
	Iteration 68F: 3 clusters Score -9181004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (189312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189312 members 
Entering Unmasked Estep 
Score: -25180446.000000 Penalty: 3013.485596
	Iteration 0F: 2 clusters Score -2.518045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -25058412.000000 Penalty: 6026.971191
	Iteration 0F: 3 clusters Score -2.505841e+07 nChanged 90581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -25111838.000000 Penalty: 6026.971191
	Iteration 1F: 3 clusters Score -2.511184e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -25113770.000000 Penalty: 6026.971191
	Iteration 2Q: 3 clusters Score -2.511377e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -25117094.000000 Penalty: 6026.971191
	Iteration 3Q: 3 clusters Score -2.511709e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -25123262.000000 Penalty: 6026.971191
	Iteration 4F: 3 clusters Score -2.512326e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -25133380.000000 Penalty: 6026.971191
	Iteration 5F: 3 clusters Score -2.513338e+07 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -25146682.000000 Penalty: 6026.971191
	Iteration 6F: 3 clusters Score -2.514668e+07 nChanged 14791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -25159592.000000 Penalty: 6026.971191
	Iteration 7F: 3 clusters Score -2.515959e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -25168946.000000 Penalty: 6026.971191
	Iteration 8F: 3 clusters Score -2.516895e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -25173952.000000 Penalty: 6026.971191
	Iteration 9Q: 3 clusters Score -2.517395e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 186522 members 
Entering Unmasked Estep 
Score: -25176158.000000 Penalty: 6026.971191
	Iteration 10Q: 3 clusters Score -2.517616e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 187722 members 
Entering Unmasked Estep 
Score: -25176982.000000 Penalty: 6026.971191
	Iteration 11Q: 3 clusters Score -2.517698e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -25177348.000000 Penalty: 6026.971191
	Iteration 12Q: 3 clusters Score -2.517735e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 188525 members 
Entering Unmasked Estep 
Score: -25177514.000000 Penalty: 6026.971191
	Iteration 13Q: 3 clusters Score -2.517751e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 188652 members 
Entering Unmasked Estep 
Score: -25177632.000000 Penalty: 6026.971191
	Iteration 14Q: 3 clusters Score -2.517763e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 188713 members 
Entering Unmasked Estep 
Score: -25177692.000000 Penalty: 6026.971191
	Iteration 15Q: 3 clusters Score -2.517769e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 188764 members 
Entering Unmasked Estep 
Score: -25177766.000000 Penalty: 6026.971191
	Iteration 16Q: 3 clusters Score -2.517777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 188791 members 
Entering Unmasked Estep 
Score: -25177778.000000 Penalty: 6026.971191
	Iteration 17Q: 3 clusters Score -2.517778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 188817 members 
Entering Unmasked Estep 
Score: -25177828.000000 Penalty: 6026.971191
	Iteration 18Q: 3 clusters Score -2.517783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 188830 members 
Entering Unmasked Estep 
Score: -25177828.000000 Penalty: 6026.971191
	Iteration 19Q: 3 clusters Score -2.517783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 188841 members 
Entering Unmasked Estep 
Score: -25177832.000000 Penalty: 6026.971191
	Iteration 20F: 3 clusters Score -2.517783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 188848 members 
Entering Unmasked Estep 
Score: -25177842.000000 Penalty: 6026.971191
	Iteration 21Q: 3 clusters Score -2.517784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 188855 members 
Entering Unmasked Estep 
Score: -25177854.000000 Penalty: 6026.971191
	Iteration 22Q: 3 clusters Score -2.517785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 188855 members 
Entering Unmasked Estep 
Score: -25177860.000000 Penalty: 6026.971191
	Iteration 23Q: 3 clusters Score -2.517786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 188857 members 
Entering Unmasked Estep 
Score: -25177848.000000 Penalty: 6026.971191
	Iteration 24Q: 3 clusters Score -2.517785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 188860 members 
Entering Unmasked Estep 
Score: -25177856.000000 Penalty: 6026.971191
	Iteration 25Q: 3 clusters Score -2.517786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 188864 members 
Entering Unmasked Estep 
Score: -25177858.000000 Penalty: 6026.971191
	Iteration 26Q: 3 clusters Score -2.517786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -25177860.000000 Penalty: 6026.971191
	Iteration 27Q: 3 clusters Score -2.517786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 188866 members 
Entering Unmasked Estep 
Score: -25177868.000000 Penalty: 6026.971191
	Iteration 28Q: 3 clusters Score -2.517787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -25177866.000000 Penalty: 6026.971191
	Iteration 29Q: 3 clusters Score -2.517787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 188866 members 
Entering Unmasked Estep 
Score: -25177856.000000 Penalty: 6026.971191
	Iteration 30Q: 3 clusters Score -2.517786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -25177876.000000 Penalty: 6026.971191
	Iteration 31Q: 3 clusters Score -2.517788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 188872 members 
Entering Unmasked Estep 
Score: -25177884.000000 Penalty: 6026.971191
	Iteration 32Q: 3 clusters Score -2.517788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -25177868.000000 Penalty: 6026.971191
	Iteration 33Q: 3 clusters Score -2.517787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -25177872.000000 Penalty: 6026.971191
	Iteration 34Q: 3 clusters Score -2.517787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 188880 members 
Entering Unmasked Estep 
Score: -25177874.000000 Penalty: 6026.971191
	Iteration 35Q: 3 clusters Score -2.517787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 188882 members 
Entering Unmasked Estep 
Score: -25177884.000000 Penalty: 6026.971191
	Iteration 36Q: 3 clusters Score -2.517788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -25177880.000000 Penalty: 6026.971191
	Iteration 37Q: 3 clusters Score -2.517788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 188887 members 
Entering Unmasked Estep 
Score: -25177886.000000 Penalty: 6026.971191
	Iteration 38Q: 3 clusters Score -2.517789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 188888 members 
Entering Unmasked Estep 
Score: -25177884.000000 Penalty: 6026.971191
	Iteration 39Q: 3 clusters Score -2.517788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -25177878.000000 Penalty: 6026.971191
	Iteration 40F: 3 clusters Score -2.517788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -2847582.750000 Penalty: 2468.683838
	Iteration 0F: 2 clusters Score -2847583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2832786.000000 Penalty: 4937.367676
	Iteration 0F: 3 clusters Score -2832786 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2837635.250000 Penalty: 4937.367676
	Iteration 1F: 3 clusters Score -2837635 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2838011.500000 Penalty: 4937.367676
	Iteration 2F: 3 clusters Score -2838012 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2838282.000000 Penalty: 4937.367676
	Iteration 3Q: 3 clusters Score -2838282 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2838494.000000 Penalty: 4937.367676
	Iteration 4Q: 3 clusters Score -2838494 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2838696.000000 Penalty: 4937.367676
	Iteration 5Q: 3 clusters Score -2838696 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2838887.250000 Penalty: 4937.367676
	Iteration 6Q: 3 clusters Score -2838887 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2839040.750000 Penalty: 4937.367676
	Iteration 7Q: 3 clusters Score -2839041 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2839223.750000 Penalty: 4937.367676
	Iteration 8Q: 3 clusters Score -2839224 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2839432.250000 Penalty: 4937.367676
	Iteration 9Q: 3 clusters Score -2839432 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2839668.500000 Penalty: 4937.367676
	Iteration 10Q: 3 clusters Score -2839668 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2839971.250000 Penalty: 4937.367676
	Iteration 11Q: 3 clusters Score -2839971 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2840414.000000 Penalty: 4937.367676
	Iteration 12Q: 3 clusters Score -2840414 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2840987.750000 Penalty: 4937.367676
	Iteration 13Q: 3 clusters Score -2840988 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2841710.000000 Penalty: 4937.367676
	Iteration 14Q: 3 clusters Score -2841710 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2842481.250000 Penalty: 4937.367676
	Iteration 15F: 3 clusters Score -2842481 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2843047.000000 Penalty: 4937.367676
	Iteration 16Q: 3 clusters Score -2843047 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2843452.750000 Penalty: 4937.367676
	Iteration 17Q: 3 clusters Score -2843453 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2843725.750000 Penalty: 4937.367676
	Iteration 18Q: 3 clusters Score -2843726 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2843929.500000 Penalty: 4937.367676
	Iteration 19Q: 3 clusters Score -2843930 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2844094.250000 Penalty: 4937.367676
	Iteration 20F: 3 clusters Score -2844094 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2844208.750000 Penalty: 4937.367676
	Iteration 21Q: 3 clusters Score -2844209 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2844312.250000 Penalty: 4937.367676
	Iteration 22Q: 3 clusters Score -2844312 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2844409.000000 Penalty: 4937.367676
	Iteration 23Q: 3 clusters Score -2844409 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2844492.500000 Penalty: 4937.367676
	Iteration 24Q: 3 clusters Score -2844492 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2844558.000000 Penalty: 4937.367676
	Iteration 25Q: 3 clusters Score -2844558 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2844630.500000 Penalty: 4937.367676
	Iteration 26Q: 3 clusters Score -2844630 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2844690.500000 Penalty: 4937.367676
	Iteration 27Q: 3 clusters Score -2844690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2844764.250000 Penalty: 4937.367676
	Iteration 28Q: 3 clusters Score -2844764 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2844824.500000 Penalty: 4937.367676
	Iteration 29Q: 3 clusters Score -2844824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2844871.000000 Penalty: 4937.367676
	Iteration 30Q: 3 clusters Score -2844871 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2844906.750000 Penalty: 4937.367676
	Iteration 31Q: 3 clusters Score -2844907 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2844949.250000 Penalty: 4937.367676
	Iteration 32Q: 3 clusters Score -2844949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2844981.750000 Penalty: 4937.367676
	Iteration 33Q: 3 clusters Score -2844982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2845011.000000 Penalty: 4937.367676
	Iteration 34Q: 3 clusters Score -2845011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2845050.000000 Penalty: 4937.367676
	Iteration 35Q: 3 clusters Score -2845050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2845083.250000 Penalty: 4937.367676
	Iteration 36Q: 3 clusters Score -2845083 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2845131.250000 Penalty: 4937.367676
	Iteration 37Q: 3 clusters Score -2845131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2845175.750000 Penalty: 4937.367676
	Iteration 38Q: 3 clusters Score -2845176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2845214.250000 Penalty: 4937.367676
	Iteration 39Q: 3 clusters Score -2845214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2845244.250000 Penalty: 4937.367676
	Iteration 40F: 3 clusters Score -2845244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2845267.750000 Penalty: 4937.367676
	Iteration 41Q: 3 clusters Score -2845268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2845301.500000 Penalty: 4937.367676
	Iteration 42Q: 3 clusters Score -2845302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2845330.250000 Penalty: 4937.367676
	Iteration 43Q: 3 clusters Score -2845330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2845359.250000 Penalty: 4937.367676
	Iteration 44Q: 3 clusters Score -2845359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2845377.250000 Penalty: 4937.367676
	Iteration 45Q: 3 clusters Score -2845377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2845402.250000 Penalty: 4937.367676
	Iteration 46Q: 3 clusters Score -2845402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2845408.250000 Penalty: 4937.367676
	Iteration 47Q: 3 clusters Score -2845408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2845426.500000 Penalty: 4937.367676
	Iteration 48Q: 3 clusters Score -2845426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2845433.250000 Penalty: 4937.367676
	Iteration 49Q: 3 clusters Score -2845433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2845449.250000 Penalty: 4937.367676
	Iteration 50Q: 3 clusters Score -2845449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2845455.750000 Penalty: 4937.367676
	Iteration 51Q: 3 clusters Score -2845456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2845473.750000 Penalty: 4937.367676
	Iteration 52Q: 3 clusters Score -2845474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2845495.500000 Penalty: 4937.367676
	Iteration 53Q: 3 clusters Score -2845496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2845512.750000 Penalty: 4937.367676
	Iteration 54Q: 3 clusters Score -2845513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2845533.750000 Penalty: 4937.367676
	Iteration 55Q: 3 clusters Score -2845534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2845555.500000 Penalty: 4937.367676
	Iteration 56Q: 3 clusters Score -2845556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2845567.000000 Penalty: 4937.367676
	Iteration 57Q: 3 clusters Score -2845567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2845580.250000 Penalty: 4937.367676
	Iteration 58Q: 3 clusters Score -2845580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2845584.750000 Penalty: 4937.367676
	Iteration 59Q: 3 clusters Score -2845585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2845592.250000 Penalty: 4937.367676
	Iteration 60F: 3 clusters Score -2845592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2845591.250000 Penalty: 4937.367676
	Iteration 61Q: 3 clusters Score -2845591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2845596.500000 Penalty: 4937.367676
	Iteration 62Q: 3 clusters Score -2845596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2845601.750000 Penalty: 4937.367676
	Iteration 63Q: 3 clusters Score -2845602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2845602.500000 Penalty: 4937.367676
	Iteration 64Q: 3 clusters Score -2845602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2845607.250000 Penalty: 4937.367676
	Iteration 65Q: 3 clusters Score -2845607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2845612.750000 Penalty: 4937.367676
	Iteration 66Q: 3 clusters Score -2845613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2845610.250000 Penalty: 4937.367676
	Iteration 67Q: 3 clusters Score -2845610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2845615.250000 Penalty: 4937.367676
	Iteration 68Q: 3 clusters Score -2845615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2845617.250000 Penalty: 4937.367676
	Iteration 69Q: 3 clusters Score -2845617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2845622.500000 Penalty: 4937.367676
	Iteration 70Q: 3 clusters Score -2845622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2845623.500000 Penalty: 4937.367676
	Iteration 71Q: 3 clusters Score -2845624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2845623.500000 Penalty: 4937.367676
	Iteration 72Q: 3 clusters Score -2845624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2845626.250000 Penalty: 4937.367676
	Iteration 73Q: 3 clusters Score -2845626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2845626.750000 Penalty: 4937.367676
	Iteration 74Q: 3 clusters Score -2845627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2845626.750000 Penalty: 4937.367676
	Iteration 75Q: 3 clusters Score -2845627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2845634.250000 Penalty: 4937.367676
	Iteration 76Q: 3 clusters Score -2845634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2845634.750000 Penalty: 4937.367676
	Iteration 77Q: 3 clusters Score -2845635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2845635.750000 Penalty: 4937.367676
	Iteration 78Q: 3 clusters Score -2845636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2845638.500000 Penalty: 4937.367676
	Iteration 79Q: 3 clusters Score -2845638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2845640.250000 Penalty: 4937.367676
	Iteration 80F: 3 clusters Score -2845640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2845641.500000 Penalty: 4937.367676
	Iteration 81Q: 3 clusters Score -2845642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2845639.250000 Penalty: 4937.367676
	Iteration 82Q: 3 clusters Score -2845639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2845638.750000 Penalty: 4937.367676
	Iteration 83Q: 3 clusters Score -2845639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2845641.000000 Penalty: 4937.367676
	Iteration 84Q: 3 clusters Score -2845641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2845642.500000 Penalty: 4937.367676
	Iteration 85Q: 3 clusters Score -2845642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2845646.500000 Penalty: 4937.367676
	Iteration 86Q: 3 clusters Score -2845646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2845645.750000 Penalty: 4937.367676
	Iteration 87Q: 3 clusters Score -2845646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2845646.500000 Penalty: 4937.367676
	Iteration 88Q: 3 clusters Score -2845646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2845646.500000 Penalty: 4937.367676
	Iteration 89F: 3 clusters Score -2845646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178119 members 
Entering Unmasked Estep 
Score: -23638004.000000 Penalty: 2998.371338
	Iteration 0F: 2 clusters Score -2.3638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -23525452.000000 Penalty: 5996.742676
	Iteration 0F: 3 clusters Score -2.352545e+07 nChanged 85423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -23575632.000000 Penalty: 5996.742676
	Iteration 1F: 3 clusters Score -2.357563e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -23576838.000000 Penalty: 5996.742676
	Iteration 2Q: 3 clusters Score -2.357684e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -23578726.000000 Penalty: 5996.742676
	Iteration 3Q: 3 clusters Score -2.357873e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -23581798.000000 Penalty: 5996.742676
	Iteration 4Q: 3 clusters Score -2.35818e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -23587198.000000 Penalty: 5996.742676
	Iteration 5F: 3 clusters Score -2.35872e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -23596112.000000 Penalty: 5996.742676
	Iteration 6F: 3 clusters Score -2.359611e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -23608048.000000 Penalty: 5996.742676
	Iteration 7F: 3 clusters Score -2.360805e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -23622014.000000 Penalty: 5996.742676
	Iteration 8F: 3 clusters Score -2.362201e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140305 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -23631354.000000 Penalty: 5996.742676
	Iteration 9F: 3 clusters Score -2.363135e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -23634268.000000 Penalty: 5996.742676
	Iteration 10Q: 3 clusters Score -2.363427e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -23635122.000000 Penalty: 5996.742676
	Iteration 11Q: 3 clusters Score -2.363512e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -23635710.000000 Penalty: 5996.742676
	Iteration 12Q: 3 clusters Score -2.363571e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -23636210.000000 Penalty: 5996.742676
	Iteration 13Q: 3 clusters Score -2.363621e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150143 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -23636580.000000 Penalty: 5996.742676
	Iteration 14Q: 3 clusters Score -2.363658e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -23636728.000000 Penalty: 5996.742676
	Iteration 15Q: 3 clusters Score -2.363673e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -23636886.000000 Penalty: 5996.742676
	Iteration 16Q: 3 clusters Score -2.363689e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -23637206.000000 Penalty: 5996.742676
	Iteration 17Q: 3 clusters Score -2.363721e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -23637400.000000 Penalty: 5996.742676
	Iteration 18Q: 3 clusters Score -2.36374e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -23637412.000000 Penalty: 5996.742676
	Iteration 19Q: 3 clusters Score -2.363741e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -23637660.000000 Penalty: 5996.742676
	Iteration 20F: 3 clusters Score -2.363766e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -23637826.000000 Penalty: 5996.742676
	Iteration 21Q: 3 clusters Score -2.363783e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -23637988.000000 Penalty: 5996.742676
	Iteration 22Q: 3 clusters Score -2.363799e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160478 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -23637996.000000 Penalty: 5996.742676
	Iteration 23Q: 3 clusters Score -2.3638e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -23638022.000000 Penalty: 5996.742676
	Iteration 24Q: 3 clusters Score -2.363802e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -23638132.000000 Penalty: 5996.742676
	Iteration 25Q: 3 clusters Score -2.363813e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -23638040.000000 Penalty: 5996.742676
	Iteration 26Q: 3 clusters Score -2.363804e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -23638110.000000 Penalty: 5996.742676
	Iteration 27Q: 3 clusters Score -2.363811e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -23638194.000000 Penalty: 5996.742676
	Iteration 28Q: 3 clusters Score -2.363819e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -23638268.000000 Penalty: 5996.742676
	Iteration 29Q: 3 clusters Score -2.363827e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -23638208.000000 Penalty: 5996.742676
	Iteration 30Q: 3 clusters Score -2.363821e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -23638114.000000 Penalty: 5996.742676
	Iteration 31Q: 3 clusters Score -2.363811e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -23638104.000000 Penalty: 5996.742676
	Iteration 32Q: 3 clusters Score -2.36381e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -23638064.000000 Penalty: 5996.742676
	Iteration 33Q: 3 clusters Score -2.363806e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167253 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -23638152.000000 Penalty: 5996.742676
	Iteration 34Q: 3 clusters Score -2.363815e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -23638242.000000 Penalty: 5996.742676
	Iteration 35Q: 3 clusters Score -2.363824e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -23638210.000000 Penalty: 5996.742676
	Iteration 36Q: 3 clusters Score -2.363821e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -23638242.000000 Penalty: 5996.742676
	Iteration 37Q: 3 clusters Score -2.363824e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -23638178.000000 Penalty: 5996.742676
	Iteration 38Q: 3 clusters Score -2.363818e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -23638172.000000 Penalty: 5996.742676
	Iteration 39Q: 3 clusters Score -2.363817e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -23638086.000000 Penalty: 5996.742676
	Iteration 40F: 3 clusters Score -2.363809e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169754 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -23638004.000000 Penalty: 5996.742676
	Iteration 41Q: 3 clusters Score -2.3638e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -23637992.000000 Penalty: 5996.742676
	Iteration 42Q: 3 clusters Score -2.363799e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170320 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -23637948.000000 Penalty: 5996.742676
	Iteration 43Q: 3 clusters Score -2.363795e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -23637958.000000 Penalty: 5996.742676
	Iteration 44Q: 3 clusters Score -2.363796e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -23637956.000000 Penalty: 5996.742676
	Iteration 45Q: 3 clusters Score -2.363796e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171060 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -23637980.000000 Penalty: 5996.742676
	Iteration 46Q: 3 clusters Score -2.363798e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -23637924.000000 Penalty: 5996.742676
	Iteration 47Q: 3 clusters Score -2.363792e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -23637842.000000 Penalty: 5996.742676
	Iteration 48Q: 3 clusters Score -2.363784e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -23637888.000000 Penalty: 5996.742676
	Iteration 49Q: 3 clusters Score -2.363789e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -23637842.000000 Penalty: 5996.742676
	Iteration 50Q: 3 clusters Score -2.363784e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -23637794.000000 Penalty: 5996.742676
	Iteration 51Q: 3 clusters Score -2.363779e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -23637742.000000 Penalty: 5996.742676
	Iteration 52Q: 3 clusters Score -2.363774e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -23637714.000000 Penalty: 5996.742676
	Iteration 53Q: 3 clusters Score -2.363771e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -23637672.000000 Penalty: 5996.742676
	Iteration 54Q: 3 clusters Score -2.363767e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172633 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -23637686.000000 Penalty: 5996.742676
	Iteration 55Q: 3 clusters Score -2.363769e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -23637676.000000 Penalty: 5996.742676
	Iteration 56Q: 3 clusters Score -2.363768e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172890 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -23637720.000000 Penalty: 5996.742676
	Iteration 57Q: 3 clusters Score -2.363772e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -23637678.000000 Penalty: 5996.742676
	Iteration 58Q: 3 clusters Score -2.363768e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -23637678.000000 Penalty: 5996.742676
	Iteration 59Q: 3 clusters Score -2.363768e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -23637632.000000 Penalty: 5996.742676
	Iteration 60F: 3 clusters Score -2.363763e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173258 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -23637598.000000 Penalty: 5996.742676
	Iteration 61Q: 3 clusters Score -2.36376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -23637578.000000 Penalty: 5996.742676
	Iteration 62Q: 3 clusters Score -2.363758e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -23637558.000000 Penalty: 5996.742676
	Iteration 63Q: 3 clusters Score -2.363756e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -23637476.000000 Penalty: 5996.742676
	Iteration 64Q: 3 clusters Score -2.363748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -23637474.000000 Penalty: 5996.742676
	Iteration 65Q: 3 clusters Score -2.363747e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -23637460.000000 Penalty: 5996.742676
	Iteration 66Q: 3 clusters Score -2.363746e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -23637420.000000 Penalty: 5996.742676
	Iteration 67Q: 3 clusters Score -2.363742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -23637418.000000 Penalty: 5996.742676
	Iteration 68Q: 3 clusters Score -2.363742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -23637414.000000 Penalty: 5996.742676
	Iteration 69Q: 3 clusters Score -2.363741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -23637390.000000 Penalty: 5996.742676
	Iteration 70Q: 3 clusters Score -2.363739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -23637392.000000 Penalty: 5996.742676
	Iteration 71Q: 3 clusters Score -2.363739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -23637380.000000 Penalty: 5996.742676
	Iteration 72Q: 3 clusters Score -2.363738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -23637372.000000 Penalty: 5996.742676
	Iteration 73Q: 3 clusters Score -2.363737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -23637380.000000 Penalty: 5996.742676
	Iteration 74Q: 3 clusters Score -2.363738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173988 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -23637426.000000 Penalty: 5996.742676
	Iteration 75Q: 3 clusters Score -2.363743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -23637402.000000 Penalty: 5996.742676
	Iteration 76Q: 3 clusters Score -2.36374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174081 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -23637398.000000 Penalty: 5996.742676
	Iteration 77Q: 3 clusters Score -2.36374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174119 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -23637408.000000 Penalty: 5996.742676
	Iteration 78Q: 3 clusters Score -2.363741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -23637428.000000 Penalty: 5996.742676
	Iteration 79Q: 3 clusters Score -2.363743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174186 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -23637388.000000 Penalty: 5996.742676
	Iteration 80F: 3 clusters Score -2.363739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -23637374.000000 Penalty: 5996.742676
	Iteration 81Q: 3 clusters Score -2.363737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174242 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -23637346.000000 Penalty: 5996.742676
	Iteration 82Q: 3 clusters Score -2.363735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174260 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23637364.000000 Penalty: 5996.742676
	Iteration 83Q: 3 clusters Score -2.363736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -23637372.000000 Penalty: 5996.742676
	Iteration 84Q: 3 clusters Score -2.363737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174312 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -23637364.000000 Penalty: 5996.742676
	Iteration 85Q: 3 clusters Score -2.363736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -23637348.000000 Penalty: 5996.742676
	Iteration 86Q: 3 clusters Score -2.363735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -23637332.000000 Penalty: 5996.742676
	Iteration 87Q: 3 clusters Score -2.363733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -23637328.000000 Penalty: 5996.742676
	Iteration 88Q: 3 clusters Score -2.363733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23637270.000000 Penalty: 5996.742676
	Iteration 89Q: 3 clusters Score -2.363727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174412 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -23637268.000000 Penalty: 5996.742676
	Iteration 90Q: 3 clusters Score -2.363727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -23637298.000000 Penalty: 5996.742676
	Iteration 91Q: 3 clusters Score -2.36373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174456 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -23637326.000000 Penalty: 5996.742676
	Iteration 92Q: 3 clusters Score -2.363733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174483 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -23637306.000000 Penalty: 5996.742676
	Iteration 93Q: 3 clusters Score -2.363731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -23637302.000000 Penalty: 5996.742676
	Iteration 94Q: 3 clusters Score -2.36373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174514 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23637312.000000 Penalty: 5996.742676
	Iteration 95Q: 3 clusters Score -2.363731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -23637322.000000 Penalty: 5996.742676
	Iteration 96Q: 3 clusters Score -2.363732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -23637294.000000 Penalty: 5996.742676
	Iteration 97Q: 3 clusters Score -2.363729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -23637302.000000 Penalty: 5996.742676
	Iteration 98Q: 3 clusters Score -2.36373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174552 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -23637298.000000 Penalty: 5996.742676
	Iteration 99Q: 3 clusters Score -2.36373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -23637298.000000 Penalty: 5996.742676
	Iteration 100F: 3 clusters Score -2.36373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -23637284.000000 Penalty: 5996.742676
	Iteration 101Q: 3 clusters Score -2.363728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23637254.000000 Penalty: 5996.742676
	Iteration 102Q: 3 clusters Score -2.363725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -23637250.000000 Penalty: 5996.742676
	Iteration 103Q: 3 clusters Score -2.363725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174613 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23637248.000000 Penalty: 5996.742676
	Iteration 104Q: 3 clusters Score -2.363725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174622 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23637248.000000 Penalty: 5996.742676
	Iteration 105Q: 3 clusters Score -2.363725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23637226.000000 Penalty: 5996.742676
	Iteration 106Q: 3 clusters Score -2.363723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174660 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23637204.000000 Penalty: 5996.742676
	Iteration 107Q: 3 clusters Score -2.36372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -23637188.000000 Penalty: 5996.742676
	Iteration 108Q: 3 clusters Score -2.363719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -23637190.000000 Penalty: 5996.742676
	Iteration 109Q: 3 clusters Score -2.363719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -23637182.000000 Penalty: 5996.742676
	Iteration 110Q: 3 clusters Score -2.363718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -23637154.000000 Penalty: 5996.742676
	Iteration 111Q: 3 clusters Score -2.363715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -23637182.000000 Penalty: 5996.742676
	Iteration 112Q: 3 clusters Score -2.363718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -23637166.000000 Penalty: 5996.742676
	Iteration 113Q: 3 clusters Score -2.363717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -23637162.000000 Penalty: 5996.742676
	Iteration 114Q: 3 clusters Score -2.363716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174752 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -23637150.000000 Penalty: 5996.742676
	Iteration 115Q: 3 clusters Score -2.363715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -23637164.000000 Penalty: 5996.742676
	Iteration 116Q: 3 clusters Score -2.363716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174763 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -23637166.000000 Penalty: 5996.742676
	Iteration 117Q: 3 clusters Score -2.363717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -23637172.000000 Penalty: 5996.742676
	Iteration 118Q: 3 clusters Score -2.363717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174780 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -23637156.000000 Penalty: 5996.742676
	Iteration 119Q: 3 clusters Score -2.363716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -23637136.000000 Penalty: 5996.742676
	Iteration 120F: 3 clusters Score -2.363714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174795 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -23637140.000000 Penalty: 5996.742676
	Iteration 121Q: 3 clusters Score -2.363714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174803 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -23637134.000000 Penalty: 5996.742676
	Iteration 122Q: 3 clusters Score -2.363713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -23637144.000000 Penalty: 5996.742676
	Iteration 123Q: 3 clusters Score -2.363714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174814 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -23637158.000000 Penalty: 5996.742676
	Iteration 124Q: 3 clusters Score -2.363716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23637152.000000 Penalty: 5996.742676
	Iteration 125Q: 3 clusters Score -2.363715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23637142.000000 Penalty: 5996.742676
	Iteration 126Q: 3 clusters Score -2.363714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23637142.000000 Penalty: 5996.742676
	Iteration 127Q: 3 clusters Score -2.363714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23637154.000000 Penalty: 5996.742676
	Iteration 128Q: 3 clusters Score -2.363715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23637148.000000 Penalty: 5996.742676
	Iteration 129Q: 3 clusters Score -2.363715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -23637136.000000 Penalty: 5996.742676
	Iteration 130Q: 3 clusters Score -2.363714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -23637124.000000 Penalty: 5996.742676
	Iteration 131Q: 3 clusters Score -2.363712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23637126.000000 Penalty: 5996.742676
	Iteration 132Q: 3 clusters Score -2.363713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -23637124.000000 Penalty: 5996.742676
	Iteration 133Q: 3 clusters Score -2.363712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174873 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23637126.000000 Penalty: 5996.742676
	Iteration 134Q: 3 clusters Score -2.363713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174875 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23637126.000000 Penalty: 5996.742676
	Iteration 135Q: 3 clusters Score -2.363713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -23637134.000000 Penalty: 5996.742676
	Iteration 136Q: 3 clusters Score -2.363713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23637130.000000 Penalty: 5996.742676
	Iteration 137Q: 3 clusters Score -2.363713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23637120.000000 Penalty: 5996.742676
	Iteration 138Q: 3 clusters Score -2.363712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -23637128.000000 Penalty: 5996.742676
	Iteration 139Q: 3 clusters Score -2.363713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -23637148.000000 Penalty: 5996.742676
	Iteration 140F: 3 clusters Score -2.363715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -23637128.000000 Penalty: 5996.742676
	Iteration 141Q: 3 clusters Score -2.363713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174917 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -23637144.000000 Penalty: 5996.742676
	Iteration 142Q: 3 clusters Score -2.363714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -23637144.000000 Penalty: 5996.742676
	Iteration 143Q: 3 clusters Score -2.363714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174929 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -23637150.000000 Penalty: 5996.742676
	Iteration 144Q: 3 clusters Score -2.363715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174937 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -23637132.000000 Penalty: 5996.742676
	Iteration 145Q: 3 clusters Score -2.363713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -23637126.000000 Penalty: 5996.742676
	Iteration 146Q: 3 clusters Score -2.363713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174962 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -23637124.000000 Penalty: 5996.742676
	Iteration 147Q: 3 clusters Score -2.363712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23637124.000000 Penalty: 5996.742676
	Iteration 148Q: 3 clusters Score -2.363712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23637110.000000 Penalty: 5996.742676
	Iteration 149Q: 3 clusters Score -2.363711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -23637104.000000 Penalty: 5996.742676
	Iteration 150Q: 3 clusters Score -2.36371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23637086.000000 Penalty: 5996.742676
	Iteration 151Q: 3 clusters Score -2.363709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23637074.000000 Penalty: 5996.742676
	Iteration 152Q: 3 clusters Score -2.363707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23637054.000000 Penalty: 5996.742676
	Iteration 153Q: 3 clusters Score -2.363705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175006 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -23637046.000000 Penalty: 5996.742676
	Iteration 154Q: 3 clusters Score -2.363705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175008 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23637068.000000 Penalty: 5996.742676
	Iteration 155Q: 3 clusters Score -2.363707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23637080.000000 Penalty: 5996.742676
	Iteration 156Q: 3 clusters Score -2.363708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175015 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -23637088.000000 Penalty: 5996.742676
	Iteration 157Q: 3 clusters Score -2.363709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23637080.000000 Penalty: 5996.742676
	Iteration 158Q: 3 clusters Score -2.363708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23637068.000000 Penalty: 5996.742676
	Iteration 159Q: 3 clusters Score -2.363707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175024 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -23637076.000000 Penalty: 5996.742676
	Iteration 160F: 3 clusters Score -2.363708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175025 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23637076.000000 Penalty: 5996.742676
	Iteration 161Q: 3 clusters Score -2.363708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175027 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23637062.000000 Penalty: 5996.742676
	Iteration 162Q: 3 clusters Score -2.363706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -23637066.000000 Penalty: 5996.742676
	Iteration 163Q: 3 clusters Score -2.363707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -23637078.000000 Penalty: 5996.742676
	Iteration 164Q: 3 clusters Score -2.363708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23637060.000000 Penalty: 5996.742676
	Iteration 165Q: 3 clusters Score -2.363706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -23637052.000000 Penalty: 5996.742676
	Iteration 166Q: 3 clusters Score -2.363705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175047 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -23637042.000000 Penalty: 5996.742676
	Iteration 167Q: 3 clusters Score -2.363704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -23637038.000000 Penalty: 5996.742676
	Iteration 168Q: 3 clusters Score -2.363704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23637054.000000 Penalty: 5996.742676
	Iteration 169Q: 3 clusters Score -2.363705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23637046.000000 Penalty: 5996.742676
	Iteration 170Q: 3 clusters Score -2.363705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23637046.000000 Penalty: 5996.742676
	Iteration 171F: 3 clusters Score -2.363705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Entering Unmasked Estep 
Score: -6391643.500000 Penalty: 2670.385742
	Iteration 0F: 2 clusters Score -6391644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6359715.500000 Penalty: 5340.771484
	Iteration 0F: 3 clusters Score -6359716 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -6371699.500000 Penalty: 5340.771484
	Iteration 1F: 3 clusters Score -6371700 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6372221.000000 Penalty: 5340.771484
	Iteration 2Q: 3 clusters Score -6372221 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -6372744.000000 Penalty: 5340.771484
	Iteration 3Q: 3 clusters Score -6372744 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -6373296.000000 Penalty: 5340.771484
	Iteration 4Q: 3 clusters Score -6373296 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6374003.000000 Penalty: 5340.771484
	Iteration 5Q: 3 clusters Score -6374003 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6374852.000000 Penalty: 5340.771484
	Iteration 6Q: 3 clusters Score -6374852 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6376094.000000 Penalty: 5340.771484
	Iteration 7Q: 3 clusters Score -6376094 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -6377928.500000 Penalty: 5340.771484
	Iteration 8F: 3 clusters Score -6377928 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -6380268.000000 Penalty: 5340.771484
	Iteration 9F: 3 clusters Score -6380268 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6382701.000000 Penalty: 5340.771484
	Iteration 10F: 3 clusters Score -6382701 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -6384319.000000 Penalty: 5340.771484
	Iteration 11F: 3 clusters Score -6384319 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -6385101.000000 Penalty: 5340.771484
	Iteration 12Q: 3 clusters Score -6385101 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6385552.500000 Penalty: 5340.771484
	Iteration 13Q: 3 clusters Score -6385552 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6385881.000000 Penalty: 5340.771484
	Iteration 14Q: 3 clusters Score -6385881 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -6386205.500000 Penalty: 5340.771484
	Iteration 15Q: 3 clusters Score -6386206 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -6386515.500000 Penalty: 5340.771484
	Iteration 16Q: 3 clusters Score -6386516 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -6386771.000000 Penalty: 5340.771484
	Iteration 17Q: 3 clusters Score -6386771 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -6387029.000000 Penalty: 5340.771484
	Iteration 18Q: 3 clusters Score -6387029 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -6387243.000000 Penalty: 5340.771484
	Iteration 19Q: 3 clusters Score -6387243 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -6387449.500000 Penalty: 5340.771484
	Iteration 20F: 3 clusters Score -6387450 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -6387698.000000 Penalty: 5340.771484
	Iteration 21Q: 3 clusters Score -6387698 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6387889.000000 Penalty: 5340.771484
	Iteration 22Q: 3 clusters Score -6387889 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -6388084.500000 Penalty: 5340.771484
	Iteration 23Q: 3 clusters Score -6388084 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -6388240.000000 Penalty: 5340.771484
	Iteration 24Q: 3 clusters Score -6388240 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -6388355.000000 Penalty: 5340.771484
	Iteration 25Q: 3 clusters Score -6388355 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -6388464.000000 Penalty: 5340.771484
	Iteration 26Q: 3 clusters Score -6388464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -6388584.500000 Penalty: 5340.771484
	Iteration 27Q: 3 clusters Score -6388584 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6388694.500000 Penalty: 5340.771484
	Iteration 28Q: 3 clusters Score -6388694 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -6388808.500000 Penalty: 5340.771484
	Iteration 29Q: 3 clusters Score -6388808 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -6388881.000000 Penalty: 5340.771484
	Iteration 30Q: 3 clusters Score -6388881 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -6388939.500000 Penalty: 5340.771484
	Iteration 31Q: 3 clusters Score -6388940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -6388996.000000 Penalty: 5340.771484
	Iteration 32Q: 3 clusters Score -6388996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -6389043.500000 Penalty: 5340.771484
	Iteration 33Q: 3 clusters Score -6389044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -6389066.500000 Penalty: 5340.771484
	Iteration 34Q: 3 clusters Score -6389066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -6389130.000000 Penalty: 5340.771484
	Iteration 35Q: 3 clusters Score -6389130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -6389146.000000 Penalty: 5340.771484
	Iteration 36Q: 3 clusters Score -6389146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -6389169.000000 Penalty: 5340.771484
	Iteration 37Q: 3 clusters Score -6389169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6389200.000000 Penalty: 5340.771484
	Iteration 38Q: 3 clusters Score -6389200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6389231.500000 Penalty: 5340.771484
	Iteration 39Q: 3 clusters Score -6389232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6389253.500000 Penalty: 5340.771484
	Iteration 40F: 3 clusters Score -6389254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -6389278.500000 Penalty: 5340.771484
	Iteration 41Q: 3 clusters Score -6389278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6389281.500000 Penalty: 5340.771484
	Iteration 42Q: 3 clusters Score -6389282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -6389300.000000 Penalty: 5340.771484
	Iteration 43Q: 3 clusters Score -6389300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -6389313.000000 Penalty: 5340.771484
	Iteration 44Q: 3 clusters Score -6389313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -6389317.000000 Penalty: 5340.771484
	Iteration 45Q: 3 clusters Score -6389317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -6389326.500000 Penalty: 5340.771484
	Iteration 46Q: 3 clusters Score -6389326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6389339.500000 Penalty: 5340.771484
	Iteration 47Q: 3 clusters Score -6389340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6389351.500000 Penalty: 5340.771484
	Iteration 48Q: 3 clusters Score -6389352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6389347.000000 Penalty: 5340.771484
	Iteration 49Q: 3 clusters Score -6389347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -6389349.500000 Penalty: 5340.771484
	Iteration 50Q: 3 clusters Score -6389350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -6389363.500000 Penalty: 5340.771484
	Iteration 51Q: 3 clusters Score -6389364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -6389360.500000 Penalty: 5340.771484
	Iteration 52Q: 3 clusters Score -6389360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6389363.000000 Penalty: 5340.771484
	Iteration 53Q: 3 clusters Score -6389363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -6389375.000000 Penalty: 5340.771484
	Iteration 54Q: 3 clusters Score -6389375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6389378.500000 Penalty: 5340.771484
	Iteration 55Q: 3 clusters Score -6389378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6389387.000000 Penalty: 5340.771484
	Iteration 56Q: 3 clusters Score -6389387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -6389397.500000 Penalty: 5340.771484
	Iteration 57Q: 3 clusters Score -6389398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -6389400.500000 Penalty: 5340.771484
	Iteration 58Q: 3 clusters Score -6389400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -6389401.000000 Penalty: 5340.771484
	Iteration 59Q: 3 clusters Score -6389401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6389402.500000 Penalty: 5340.771484
	Iteration 60F: 3 clusters Score -6389402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6389403.000000 Penalty: 5340.771484
	Iteration 61Q: 3 clusters Score -6389403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6389401.500000 Penalty: 5340.771484
	Iteration 62Q: 3 clusters Score -6389402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6389412.000000 Penalty: 5340.771484
	Iteration 63Q: 3 clusters Score -6389412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6389409.500000 Penalty: 5340.771484
	Iteration 64Q: 3 clusters Score -6389410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6389410.000000 Penalty: 5340.771484
	Iteration 65Q: 3 clusters Score -6389410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6389413.000000 Penalty: 5340.771484
	Iteration 66Q: 3 clusters Score -6389413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -6389425.000000 Penalty: 5340.771484
	Iteration 67Q: 3 clusters Score -6389425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6389428.000000 Penalty: 5340.771484
	Iteration 68Q: 3 clusters Score -6389428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -6389435.500000 Penalty: 5340.771484
	Iteration 69Q: 3 clusters Score -6389436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6389428.000000 Penalty: 5340.771484
	Iteration 70Q: 3 clusters Score -6389428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -6389443.000000 Penalty: 5340.771484
	Iteration 71Q: 3 clusters Score -6389443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -6389454.000000 Penalty: 5340.771484
	Iteration 72Q: 3 clusters Score -6389454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -6389467.000000 Penalty: 5340.771484
	Iteration 73Q: 3 clusters Score -6389467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -6389463.500000 Penalty: 5340.771484
	Iteration 74Q: 3 clusters Score -6389464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6389458.500000 Penalty: 5340.771484
	Iteration 75Q: 3 clusters Score -6389458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -6389465.000000 Penalty: 5340.771484
	Iteration 76Q: 3 clusters Score -6389465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6389461.000000 Penalty: 5340.771484
	Iteration 77Q: 3 clusters Score -6389461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6389468.000000 Penalty: 5340.771484
	Iteration 78Q: 3 clusters Score -6389468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -6389472.000000 Penalty: 5340.771484
	Iteration 79Q: 3 clusters Score -6389472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -6389466.000000 Penalty: 5340.771484
	Iteration 80F: 3 clusters Score -6389466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -6389464.000000 Penalty: 5340.771484
	Iteration 81Q: 3 clusters Score -6389464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -6389464.000000 Penalty: 5340.771484
	Iteration 82Q: 3 clusters Score -6389464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -6389474.000000 Penalty: 5340.771484
	Iteration 83Q: 3 clusters Score -6389474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6389471.500000 Penalty: 5340.771484
	Iteration 84Q: 3 clusters Score -6389472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6389475.000000 Penalty: 5340.771484
	Iteration 85Q: 3 clusters Score -6389475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6389472.000000 Penalty: 5340.771484
	Iteration 86Q: 3 clusters Score -6389472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6389471.000000 Penalty: 5340.771484
	Iteration 87Q: 3 clusters Score -6389471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -6389468.500000 Penalty: 5340.771484
	Iteration 88Q: 3 clusters Score -6389468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6389468.500000 Penalty: 5340.771484
	Iteration 89Q: 3 clusters Score -6389468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6389467.500000 Penalty: 5340.771484
	Iteration 90Q: 3 clusters Score -6389468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6389468.500000 Penalty: 5340.771484
	Iteration 91Q: 3 clusters Score -6389468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -6389460.000000 Penalty: 5340.771484
	Iteration 92Q: 3 clusters Score -6389460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -6389462.000000 Penalty: 5340.771484
	Iteration 93Q: 3 clusters Score -6389462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6389472.000000 Penalty: 5340.771484
	Iteration 94Q: 3 clusters Score -6389472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -6389475.500000 Penalty: 5340.771484
	Iteration 95Q: 3 clusters Score -6389476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -6389472.000000 Penalty: 5340.771484
	Iteration 96Q: 3 clusters Score -6389472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -6389465.500000 Penalty: 5340.771484
	Iteration 97Q: 3 clusters Score -6389466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6389468.000000 Penalty: 5340.771484
	Iteration 98Q: 3 clusters Score -6389468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6389468.000000 Penalty: 5340.771484
	Iteration 99F: 3 clusters Score -6389468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 4 contains 20377 members 
Mstep: Class 5 contains 184383 members 
Mstep: Class 6 contains 98572 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 15 contains 68414 members 
Mstep: Class 16 contains 189312 members 
Mstep: Class 17 contains 21044 members 
Mstep: Class 18 contains 178119 members 
Mstep: Class 19 contains 47462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135217712.000000 Penalty: 58389.324219
Iteration 39Q: 18 clusters Score -1.352177e+08 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 20112 members 
Mstep: Class 5 contains 184242 members 
Mstep: Class 6 contains 99076 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 27241 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 130257 members 
Mstep: Class 12 contains 1422 members 
Mstep: Class 15 contains 69588 members 
Mstep: Class 16 contains 188549 members 
Mstep: Class 17 contains 21484 members 
Mstep: Class 18 contains 176289 members 
Mstep: Class 19 contains 47593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135222608.000000 Penalty: 58389.324219
Iteration 40F: 18 clusters Score -1.352226e+08 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 19878 members 
Mstep: Class 5 contains 183873 members 
Mstep: Class 6 contains 99925 members 
Mstep: Class 7 contains 2151 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 1255 members 
Mstep: Class 11 contains 128907 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 15 contains 71674 members 
Mstep: Class 16 contains 187038 members 
Mstep: Class 17 contains 22394 members 
Mstep: Class 18 contains 174384 members 
Mstep: Class 19 contains 47444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135225072.000000 Penalty: 58389.324219
Iteration 41Q: 18 clusters Score -1.352251e+08 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 183374 members 
Mstep: Class 6 contains 100653 members 
Mstep: Class 7 contains 2133 members 
Mstep: Class 8 contains 6604 members 
Mstep: Class 9 contains 29252 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 127567 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 15 contains 73566 members 
Mstep: Class 16 contains 185621 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 173132 members 
Mstep: Class 19 contains 47358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135227440.000000 Penalty: 58389.324219
Iteration 42Q: 18 clusters Score -1.352274e+08 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3013 members 
Mstep: Class 4 contains 19557 members 
Mstep: Class 5 contains 182815 members 
Mstep: Class 6 contains 101339 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 6599 members 
Mstep: Class 9 contains 30166 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 126039 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 15 contains 75348 members 
Mstep: Class 16 contains 184219 members 
Mstep: Class 17 contains 24063 members 
Mstep: Class 18 contains 172406 members 
Mstep: Class 19 contains 47252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135229632.000000 Penalty: 58389.324219
Iteration 43Q: 18 clusters Score -1.352296e+08 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 182304 members 
Mstep: Class 6 contains 101982 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 31080 members 
Mstep: Class 10 contains 1361 members 
Mstep: Class 11 contains 124435 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 15 contains 76985 members 
Mstep: Class 16 contains 182755 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 171998 members 
Mstep: Class 19 contains 47228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135231792.000000 Penalty: 58389.324219
Iteration 44Q: 18 clusters Score -1.352318e+08 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 19319 members 
Mstep: Class 5 contains 181843 members 
Mstep: Class 6 contains 102553 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 6580 members 
Mstep: Class 9 contains 31917 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 122811 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 15 contains 78488 members 
Mstep: Class 16 contains 181512 members 
Mstep: Class 17 contains 25581 members 
Mstep: Class 18 contains 171689 members 
Mstep: Class 19 contains 47179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135233632.000000 Penalty: 58389.324219
Iteration 45Q: 18 clusters Score -1.352336e+08 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3221 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 181343 members 
Mstep: Class 6 contains 103073 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 32687 members 
Mstep: Class 10 contains 1394 members 
Mstep: Class 11 contains 121261 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 15 contains 79882 members 
Mstep: Class 16 contains 180492 members 
Mstep: Class 17 contains 26277 members 
Mstep: Class 18 contains 171400 members 
Mstep: Class 19 contains 47147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135235424.000000 Penalty: 58389.324219
Iteration 46Q: 18 clusters Score -1.352354e+08 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 19156 members 
Mstep: Class 5 contains 180900 members 
Mstep: Class 6 contains 103497 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 33417 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 119708 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 15 contains 81151 members 
Mstep: Class 16 contains 179648 members 
Mstep: Class 17 contains 26901 members 
Mstep: Class 18 contains 171166 members 
Mstep: Class 19 contains 47154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135237008.000000 Penalty: 58389.324219
Iteration 47Q: 18 clusters Score -1.35237e+08 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 19103 members 
Mstep: Class 5 contains 180521 members 
Mstep: Class 6 contains 103920 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 34145 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 118077 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 15 contains 82279 members 
Mstep: Class 16 contains 179029 members 
Mstep: Class 17 contains 27514 members 
Mstep: Class 18 contains 170856 members 
Mstep: Class 19 contains 47186 members 
Entering Unmasked Estep 
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Iteration 48Q: 18 clusters Score -1.352381e+08 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 180193 members 
Mstep: Class 6 contains 104270 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 6467 members 
Mstep: Class 9 contains 34853 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 116529 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 15 contains 83342 members 
Mstep: Class 16 contains 178474 members 
Mstep: Class 17 contains 28053 members 
Mstep: Class 18 contains 170572 members 
Mstep: Class 19 contains 47230 members 
Entering Unmasked Estep 
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Score: -135238800.000000 Penalty: 58389.324219
Iteration 49Q: 18 clusters Score -1.352388e+08 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 18994 members 
Mstep: Class 5 contains 179948 members 
Mstep: Class 6 contains 104617 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 6428 members 
Mstep: Class 9 contains 35484 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 115032 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 15 contains 84317 members 
Mstep: Class 16 contains 178017 members 
Mstep: Class 17 contains 28573 members 
Mstep: Class 18 contains 170284 members 
Mstep: Class 19 contains 47273 members 
Entering Unmasked Estep 
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Iteration 50Q: 18 clusters Score -1.352397e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3484 members 
Mstep: Class 4 contains 18954 members 
Mstep: Class 5 contains 179717 members 
Mstep: Class 6 contains 104967 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 6403 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 113579 members 
Mstep: Class 12 contains 1360 members 
Mstep: Class 15 contains 85183 members 
Mstep: Class 16 contains 177557 members 
Mstep: Class 17 contains 29039 members 
Mstep: Class 18 contains 170091 members 
Mstep: Class 19 contains 47286 members 
Entering Unmasked Estep 
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Score: -135240224.000000 Penalty: 58389.324219
Iteration 51Q: 18 clusters Score -1.352402e+08 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 18893 members 
Mstep: Class 5 contains 179574 members 
Mstep: Class 6 contains 105343 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 36754 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 112103 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 15 contains 85980 members 
Mstep: Class 16 contains 177174 members 
Mstep: Class 17 contains 29468 members 
Mstep: Class 18 contains 169883 members 
Mstep: Class 19 contains 47277 members 
Entering Unmasked Estep 
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Iteration 52Q: 18 clusters Score -1.352415e+08 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 18850 members 
Mstep: Class 5 contains 179472 members 
Mstep: Class 6 contains 105655 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6380 members 
Mstep: Class 9 contains 37330 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 110666 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 15 contains 86705 members 
Mstep: Class 16 contains 177018 members 
Mstep: Class 17 contains 29818 members 
Mstep: Class 18 contains 169651 members 
Mstep: Class 19 contains 47231 members 
Entering Unmasked Estep 
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Score: -135241808.000000 Penalty: 58389.324219
Iteration 53Q: 18 clusters Score -1.352418e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 179285 members 
Mstep: Class 6 contains 105900 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 37863 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 109324 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 15 contains 87394 members 
Mstep: Class 16 contains 177004 members 
Mstep: Class 17 contains 30102 members 
Mstep: Class 18 contains 169489 members 
Mstep: Class 19 contains 47185 members 
Entering Unmasked Estep 
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Iteration 54Q: 18 clusters Score -1.352428e+08 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 18781 members 
Mstep: Class 5 contains 179044 members 
Mstep: Class 6 contains 106128 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6345 members 
Mstep: Class 9 contains 38397 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 108063 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 15 contains 88025 members 
Mstep: Class 16 contains 177003 members 
Mstep: Class 17 contains 30340 members 
Mstep: Class 18 contains 169381 members 
Mstep: Class 19 contains 47164 members 
Entering Unmasked Estep 
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Iteration 55Q: 18 clusters Score -1.352435e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 18743 members 
Mstep: Class 5 contains 178795 members 
Mstep: Class 6 contains 106354 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 38910 members 
Mstep: Class 10 contains 1428 members 
Mstep: Class 11 contains 106824 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 15 contains 88624 members 
Mstep: Class 16 contains 177024 members 
Mstep: Class 17 contains 30577 members 
Mstep: Class 18 contains 169313 members 
Mstep: Class 19 contains 47153 members 
Entering Unmasked Estep 
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Iteration 56Q: 18 clusters Score -1.352435e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 18724 members 
Mstep: Class 5 contains 178563 members 
Mstep: Class 6 contains 106559 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6321 members 
Mstep: Class 9 contains 39370 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 105625 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 15 contains 89179 members 
Mstep: Class 16 contains 177136 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 169259 members 
Mstep: Class 19 contains 47152 members 
Entering Unmasked Estep 
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Iteration 57Q: 18 clusters Score -1.352444e+08 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 18691 members 
Mstep: Class 5 contains 178439 members 
Mstep: Class 6 contains 106769 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6310 members 
Mstep: Class 9 contains 39773 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 104401 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 15 contains 89658 members 
Mstep: Class 16 contains 177315 members 
Mstep: Class 17 contains 30903 members 
Mstep: Class 18 contains 169205 members 
Mstep: Class 19 contains 47164 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -1.352445e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3834 members 
Mstep: Class 4 contains 18656 members 
Mstep: Class 5 contains 178338 members 
Mstep: Class 6 contains 106949 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 40170 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 103209 members 
Mstep: Class 12 contains 1365 members 
Mstep: Class 15 contains 90125 members 
Mstep: Class 16 contains 177573 members 
Mstep: Class 17 contains 31021 members 
Mstep: Class 18 contains 169093 members 
Mstep: Class 19 contains 47181 members 
Entering Unmasked Estep 
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Iteration 59Q: 18 clusters Score -1.352447e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 18635 members 
Mstep: Class 5 contains 178288 members 
Mstep: Class 6 contains 107122 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 40549 members 
Mstep: Class 10 contains 1437 members 
Mstep: Class 11 contains 102049 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 15 contains 90593 members 
Mstep: Class 16 contains 177780 members 
Mstep: Class 17 contains 31137 members 
Mstep: Class 18 contains 168970 members 
Mstep: Class 19 contains 47200 members 
Entering Unmasked Estep 
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Iteration 60F: 18 clusters Score -1.352447e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 18618 members 
Mstep: Class 5 contains 178237 members 
Mstep: Class 6 contains 107302 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 40884 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 100848 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 15 contains 91054 members 
Mstep: Class 16 contains 178096 members 
Mstep: Class 17 contains 31257 members 
Mstep: Class 18 contains 168811 members 
Mstep: Class 19 contains 47240 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -1.352456e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 1138 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 18611 members 
Mstep: Class 5 contains 178209 members 
Mstep: Class 6 contains 107482 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 41191 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 11 contains 99620 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 15 contains 91503 members 
Mstep: Class 16 contains 178423 members 
Mstep: Class 17 contains 31368 members 
Mstep: Class 18 contains 168691 members 
Mstep: Class 19 contains 47290 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -1.352461e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 18607 members 
Mstep: Class 5 contains 178248 members 
Mstep: Class 6 contains 107683 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6220 members 
Mstep: Class 9 contains 41492 members 
Mstep: Class 10 contains 1441 members 
Mstep: Class 11 contains 98358 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 15 contains 91891 members 
Mstep: Class 16 contains 178746 members 
Mstep: Class 17 contains 31460 members 
Mstep: Class 18 contains 168595 members 
Mstep: Class 19 contains 47345 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -1.352463e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 18607 members 
Mstep: Class 5 contains 178264 members 
Mstep: Class 6 contains 107847 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 97092 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 15 contains 92223 members 
Mstep: Class 16 contains 179156 members 
Mstep: Class 17 contains 31537 members 
Mstep: Class 18 contains 168568 members 
Mstep: Class 19 contains 47390 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -1.352469e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 178352 members 
Mstep: Class 6 contains 108033 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 42016 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 95830 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 15 contains 92572 members 
Mstep: Class 16 contains 179578 members 
Mstep: Class 17 contains 31623 members 
Mstep: Class 18 contains 168459 members 
Mstep: Class 19 contains 47432 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -1.352473e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 18610 members 
Mstep: Class 5 contains 178436 members 
Mstep: Class 6 contains 108213 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 42223 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 94548 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 15 contains 92923 members 
Mstep: Class 16 contains 179915 members 
Mstep: Class 17 contains 31694 members 
Mstep: Class 18 contains 168518 members 
Mstep: Class 19 contains 47469 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -1.352474e+08 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 18607 members 
Mstep: Class 5 contains 178485 members 
Mstep: Class 6 contains 108362 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 42436 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 93359 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 15 contains 93248 members 
Mstep: Class 16 contains 180275 members 
Mstep: Class 17 contains 31739 members 
Mstep: Class 18 contains 168601 members 
Mstep: Class 19 contains 47498 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -1.352475e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 18606 members 
Mstep: Class 5 contains 178499 members 
Mstep: Class 6 contains 108526 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 42645 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 92196 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 15 contains 93548 members 
Mstep: Class 16 contains 180626 members 
Mstep: Class 17 contains 31773 members 
Mstep: Class 18 contains 168731 members 
Mstep: Class 19 contains 47527 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -1.352475e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 178516 members 
Mstep: Class 6 contains 108655 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 42813 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 91062 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 15 contains 93821 members 
Mstep: Class 16 contains 180996 members 
Mstep: Class 17 contains 31788 members 
Mstep: Class 18 contains 168925 members 
Mstep: Class 19 contains 47547 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -1.352474e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 18613 members 
Mstep: Class 5 contains 178557 members 
Mstep: Class 6 contains 108721 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 6033 members 
Mstep: Class 9 contains 42948 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 89979 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 15 contains 94102 members 
Mstep: Class 16 contains 181407 members 
Mstep: Class 17 contains 31794 members 
Mstep: Class 18 contains 169090 members 
Mstep: Class 19 contains 47570 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -1.352475e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 18618 members 
Mstep: Class 5 contains 178581 members 
Mstep: Class 6 contains 108800 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 43070 members 
Mstep: Class 10 contains 1449 members 
Mstep: Class 11 contains 88942 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 15 contains 94357 members 
Mstep: Class 16 contains 181801 members 
Mstep: Class 17 contains 31803 members 
Mstep: Class 18 contains 169289 members 
Mstep: Class 19 contains 47574 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -1.352472e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 5 contains 178589 members 
Mstep: Class 6 contains 108897 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5980 members 
Mstep: Class 9 contains 43205 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 87915 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 15 contains 94603 members 
Mstep: Class 16 contains 182208 members 
Mstep: Class 17 contains 31807 members 
Mstep: Class 18 contains 169480 members 
Mstep: Class 19 contains 47570 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -1.352476e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 18641 members 
Mstep: Class 5 contains 178660 members 
Mstep: Class 6 contains 108987 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5949 members 
Mstep: Class 9 contains 43330 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 86903 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 15 contains 94833 members 
Mstep: Class 16 contains 182547 members 
Mstep: Class 17 contains 31794 members 
Mstep: Class 18 contains 169700 members 
Mstep: Class 19 contains 47568 members 
Entering Unmasked Estep 
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Iteration 73Q: 18 clusters Score -1.352476e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 5 contains 178706 members 
Mstep: Class 6 contains 109065 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 43442 members 
Mstep: Class 10 contains 1450 members 
Mstep: Class 11 contains 85911 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 15 contains 95036 members 
Mstep: Class 16 contains 182910 members 
Mstep: Class 17 contains 31779 members 
Mstep: Class 18 contains 169958 members 
Mstep: Class 19 contains 47576 members 
Entering Unmasked Estep 
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Iteration 74Q: 18 clusters Score -1.352477e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 5 contains 178766 members 
Mstep: Class 6 contains 109164 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 9 contains 43561 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 84902 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 15 contains 95233 members 
Mstep: Class 16 contains 183294 members 
Mstep: Class 17 contains 31764 members 
Mstep: Class 18 contains 170200 members 
Mstep: Class 19 contains 47564 members 
Entering Unmasked Estep 
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Iteration 75Q: 18 clusters Score -1.352482e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 18631 members 
Mstep: Class 5 contains 178831 members 
Mstep: Class 6 contains 109266 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 43658 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 11 contains 83957 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 15 contains 95400 members 
Mstep: Class 16 contains 183656 members 
Mstep: Class 17 contains 31760 members 
Mstep: Class 18 contains 170397 members 
Mstep: Class 19 contains 47555 members 
Entering Unmasked Estep 
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Iteration 76Q: 18 clusters Score -1.352485e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4211 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 5 contains 178887 members 
Mstep: Class 6 contains 109353 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 43765 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 83033 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 15 contains 95583 members 
Mstep: Class 16 contains 183994 members 
Mstep: Class 17 contains 31751 members 
Mstep: Class 18 contains 170582 members 
Mstep: Class 19 contains 47559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135248512.000000 Penalty: 58389.324219
Iteration 77Q: 18 clusters Score -1.352485e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 18613 members 
Mstep: Class 5 contains 178960 members 
Mstep: Class 6 contains 109419 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 43859 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 82155 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 15 contains 95771 members 
Mstep: Class 16 contains 184290 members 
Mstep: Class 17 contains 31758 members 
Mstep: Class 18 contains 170765 members 
Mstep: Class 19 contains 47552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135248464.000000 Penalty: 58389.324219
Iteration 78Q: 18 clusters Score -1.352485e+08 nChanged 2284
Entering ConstructFrom: 
Score: -135248464.000000 Penalty: 58389.324219
Entering ConstructFrom: 
Trying to split cluster 1 (55319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Entering Unmasked Estep 
Score: -7167086.500000 Penalty: 2708.376221
	Iteration 0F: 2 clusters Score -7167086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7129906.000000 Penalty: 5416.752441
	Iteration 0F: 3 clusters Score -7129906 nChanged 25525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -7144215.500000 Penalty: 5416.752441
	Iteration 1F: 3 clusters Score -7144216 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -7145099.000000 Penalty: 5416.752441
	Iteration 2Q: 3 clusters Score -7145099 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7146207.500000 Penalty: 5416.752441
	Iteration 3Q: 3 clusters Score -7146208 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -7147903.500000 Penalty: 5416.752441
	Iteration 4F: 3 clusters Score -7147904 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -7150696.500000 Penalty: 5416.752441
	Iteration 5F: 3 clusters Score -7150696 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -7154764.000000 Penalty: 5416.752441
	Iteration 6F: 3 clusters Score -7154764 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -7159275.500000 Penalty: 5416.752441
	Iteration 7F: 3 clusters Score -7159276 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7162522.500000 Penalty: 5416.752441
	Iteration 8F: 3 clusters Score -7162522 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7164051.500000 Penalty: 5416.752441
	Iteration 9Q: 3 clusters Score -7164052 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7164518.500000 Penalty: 5416.752441
	Iteration 10Q: 3 clusters Score -7164518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7164685.000000 Penalty: 5416.752441
	Iteration 11Q: 3 clusters Score -7164685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7164764.500000 Penalty: 5416.752441
	Iteration 12Q: 3 clusters Score -7164764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7164805.000000 Penalty: 5416.752441
	Iteration 13Q: 3 clusters Score -7164805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7164829.000000 Penalty: 5416.752441
	Iteration 14Q: 3 clusters Score -7164829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7164838.500000 Penalty: 5416.752441
	Iteration 15Q: 3 clusters Score -7164838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7164844.000000 Penalty: 5416.752441
	Iteration 16Q: 3 clusters Score -7164844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7164865.500000 Penalty: 5416.752441
	Iteration 17Q: 3 clusters Score -7164866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7164869.500000 Penalty: 5416.752441
	Iteration 18Q: 3 clusters Score -7164870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7164876.500000 Penalty: 5416.752441
	Iteration 19Q: 3 clusters Score -7164876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7164878.000000 Penalty: 5416.752441
	Iteration 20F: 3 clusters Score -7164878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7164882.000000 Penalty: 5416.752441
	Iteration 21Q: 3 clusters Score -7164882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7164879.000000 Penalty: 5416.752441
	Iteration 22Q: 3 clusters Score -7164879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7164883.500000 Penalty: 5416.752441
	Iteration 23Q: 3 clusters Score -7164884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7164886.000000 Penalty: 5416.752441
	Iteration 24Q: 3 clusters Score -7164886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7164892.500000 Penalty: 5416.752441
	Iteration 25Q: 3 clusters Score -7164892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7164892.500000 Penalty: 5416.752441
	Iteration 26F: 3 clusters Score -7164892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -134154.203125 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -134154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132221.015625 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -132221 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133278.453125 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -133278.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -134184.781250 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -134184.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -134817.656250 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -134817.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -135032.031250 Penalty: 3489.929688
	Iteration 4F: 3 clusters Score -135032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -135141.218750 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -135141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -135173.125000 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -135173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -135214.078125 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -135214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -135220.078125 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -135220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -135220.828125 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -135220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -135220.828125 Penalty: 3489.929688
	Iteration 10F: 3 clusters Score -135220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 179051 members 
Mstep: Class 6 contains 109494 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 43935 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 155 members 
Mstep: Class 15 contains 95936 members 
Mstep: Class 16 contains 184598 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 170937 members 
Mstep: Class 19 contains 47529 members 
Entering Unmasked Estep 
Score: -135248224.000000 Penalty: 61823.992188
Splitting cluster 2 changes total score from -135248464.000000 to -135248224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -536897.625000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -536897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -532881.625000 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -532881.6 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -533865.937500 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -533865.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -534170.500000 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -534170.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -534410.000000 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -534410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -534589.750000 Penalty: 4140.404785
	Iteration 4F: 3 clusters Score -534589.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -534728.437500 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -534728.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -534845.062500 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -534845.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -534958.000000 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -534958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -535033.312500 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -535033.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -535085.812500 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -535085.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -535123.125000 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -535123.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -535152.750000 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -535152.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -535180.062500 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -535180.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -535207.312500 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -535207.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -535226.875000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -535226.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -535241.937500 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -535241.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -535256.562500 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -535256.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -535267.187500 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -535267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -535277.750000 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -535277.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -535290.187500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -535290.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -535302.750000 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -535302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -535311.875000 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -535311.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -535321.000000 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -535321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -535329.937500 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -535329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -535341.562500 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -535341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -535357.437500 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -535357.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -535372.687500 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -535372.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -535384.000000 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -535384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -535396.000000 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -535396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -535402.062500 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -535402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -535408.812500 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -535408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -535415.937500 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -535415.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -535424.375000 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -535424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -535427.375000 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -535427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -535431.687500 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -535431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -535433.062500 Penalty: 4140.404785
	Iteration 35Q: 3 clusters Score -535433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -535433.000000 Penalty: 4140.404785
	Iteration 36Q: 3 clusters Score -535433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -535434.562500 Penalty: 4140.404785
	Iteration 37Q: 3 clusters Score -535434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -535437.437500 Penalty: 4140.404785
	Iteration 38Q: 3 clusters Score -535437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -535439.562500 Penalty: 4140.404785
	Iteration 39Q: 3 clusters Score -535439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -535441.937500 Penalty: 4140.404785
	Iteration 40F: 3 clusters Score -535441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -535444.500000 Penalty: 4140.404785
	Iteration 41Q: 3 clusters Score -535444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -535447.000000 Penalty: 4140.404785
	Iteration 42Q: 3 clusters Score -535447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -535447.250000 Penalty: 4140.404785
	Iteration 43Q: 3 clusters Score -535447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -535449.625000 Penalty: 4140.404785
	Iteration 44Q: 3 clusters Score -535449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -535448.937500 Penalty: 4140.404785
	Iteration 45Q: 3 clusters Score -535448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -535448.937500 Penalty: 4140.404785
	Iteration 46F: 3 clusters Score -535448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Entering Unmasked Estep 
Score: -2394044.250000 Penalty: 2438.053955
	Iteration 0F: 2 clusters Score -2394044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2380894.500000 Penalty: 4876.107910
	Iteration 0F: 3 clusters Score -2380894 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2385203.000000 Penalty: 4876.107910
	Iteration 1F: 3 clusters Score -2385203 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2385591.750000 Penalty: 4876.107910
	Iteration 2F: 3 clusters Score -2385592 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2385884.250000 Penalty: 4876.107910
	Iteration 3Q: 3 clusters Score -2385884 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2386159.750000 Penalty: 4876.107910
	Iteration 4Q: 3 clusters Score -2386160 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2386515.250000 Penalty: 4876.107910
	Iteration 5Q: 3 clusters Score -2386515 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2386960.000000 Penalty: 4876.107910
	Iteration 6Q: 3 clusters Score -2386960 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2387534.000000 Penalty: 4876.107910
	Iteration 7F: 3 clusters Score -2387534 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2388268.500000 Penalty: 4876.107910
	Iteration 8F: 3 clusters Score -2388268 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2389143.500000 Penalty: 4876.107910
	Iteration 9F: 3 clusters Score -2389144 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2390015.000000 Penalty: 4876.107910
	Iteration 10F: 3 clusters Score -2390015 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2390696.000000 Penalty: 4876.107910
	Iteration 11Q: 3 clusters Score -2390696 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2391167.750000 Penalty: 4876.107910
	Iteration 12Q: 3 clusters Score -2391168 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2391453.250000 Penalty: 4876.107910
	Iteration 13Q: 3 clusters Score -2391453 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2391637.000000 Penalty: 4876.107910
	Iteration 14Q: 3 clusters Score -2391637 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2391749.750000 Penalty: 4876.107910
	Iteration 15Q: 3 clusters Score -2391750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2391825.250000 Penalty: 4876.107910
	Iteration 16Q: 3 clusters Score -2391825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2391890.250000 Penalty: 4876.107910
	Iteration 17Q: 3 clusters Score -2391890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2391927.750000 Penalty: 4876.107910
	Iteration 18Q: 3 clusters Score -2391928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2391950.500000 Penalty: 4876.107910
	Iteration 19Q: 3 clusters Score -2391950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2391970.500000 Penalty: 4876.107910
	Iteration 20F: 3 clusters Score -2391970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2391975.500000 Penalty: 4876.107910
	Iteration 21Q: 3 clusters Score -2391976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2391982.500000 Penalty: 4876.107910
	Iteration 22Q: 3 clusters Score -2391982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2391982.500000 Penalty: 4876.107910
	Iteration 23F: 3 clusters Score -2391982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Entering Unmasked Estep 
Score: -23864126.000000 Penalty: 2999.665527
	Iteration 0F: 2 clusters Score -2.386413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -23756028.000000 Penalty: 5999.331055
	Iteration 0F: 3 clusters Score -2.375603e+07 nChanged 85958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -23806204.000000 Penalty: 5999.331055
	Iteration 1F: 3 clusters Score -2.38062e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -23807380.000000 Penalty: 5999.331055
	Iteration 2Q: 3 clusters Score -2.380738e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -23808808.000000 Penalty: 5999.331055
	Iteration 3Q: 3 clusters Score -2.380881e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -23810720.000000 Penalty: 5999.331055
	Iteration 4Q: 3 clusters Score -2.381072e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -23813466.000000 Penalty: 5999.331055
	Iteration 5Q: 3 clusters Score -2.381347e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -23817222.000000 Penalty: 5999.331055
	Iteration 6Q: 3 clusters Score -2.381722e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -23822688.000000 Penalty: 5999.331055
	Iteration 7F: 3 clusters Score -2.382269e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -23829716.000000 Penalty: 5999.331055
	Iteration 8F: 3 clusters Score -2.382972e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 112413 members 
Entering Unmasked Estep 
Score: -23838274.000000 Penalty: 5999.331055
	Iteration 9F: 3 clusters Score -2.383827e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -23846242.000000 Penalty: 5999.331055
	Iteration 10F: 3 clusters Score -2.384624e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -23851166.000000 Penalty: 5999.331055
	Iteration 11Q: 3 clusters Score -2.385117e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -23853426.000000 Penalty: 5999.331055
	Iteration 12Q: 3 clusters Score -2.385343e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -23854706.000000 Penalty: 5999.331055
	Iteration 13Q: 3 clusters Score -2.385471e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 132923 members 
Entering Unmasked Estep 
Score: -23855756.000000 Penalty: 5999.331055
	Iteration 14Q: 3 clusters Score -2.385576e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -23856818.000000 Penalty: 5999.331055
	Iteration 15Q: 3 clusters Score -2.385682e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -23857488.000000 Penalty: 5999.331055
	Iteration 16Q: 3 clusters Score -2.385749e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -23858174.000000 Penalty: 5999.331055
	Iteration 17Q: 3 clusters Score -2.385817e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -23858864.000000 Penalty: 5999.331055
	Iteration 18Q: 3 clusters Score -2.385886e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -23859342.000000 Penalty: 5999.331055
	Iteration 19Q: 3 clusters Score -2.385934e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 152233 members 
Entering Unmasked Estep 
Score: -23859876.000000 Penalty: 5999.331055
	Iteration 20F: 3 clusters Score -2.385988e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -23860102.000000 Penalty: 5999.331055
	Iteration 21Q: 3 clusters Score -2.38601e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -23860518.000000 Penalty: 5999.331055
	Iteration 22Q: 3 clusters Score -2.386052e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 159799 members 
Entering Unmasked Estep 
Score: -23860456.000000 Penalty: 5999.331055
	Iteration 23Q: 3 clusters Score -2.386046e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -23860576.000000 Penalty: 5999.331055
	Iteration 24Q: 3 clusters Score -2.386058e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 163769 members 
Entering Unmasked Estep 
Score: -23860594.000000 Penalty: 5999.331055
	Iteration 25Q: 3 clusters Score -2.386059e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -23860652.000000 Penalty: 5999.331055
	Iteration 26Q: 3 clusters Score -2.386065e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -23860650.000000 Penalty: 5999.331055
	Iteration 27Q: 3 clusters Score -2.386065e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -23860696.000000 Penalty: 5999.331055
	Iteration 28Q: 3 clusters Score -2.38607e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -23860810.000000 Penalty: 5999.331055
	Iteration 29Q: 3 clusters Score -2.386081e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -23861102.000000 Penalty: 5999.331055
	Iteration 30Q: 3 clusters Score -2.38611e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -23861392.000000 Penalty: 5999.331055
	Iteration 31Q: 3 clusters Score -2.386139e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 172203 members 
Entering Unmasked Estep 
Score: -23861660.000000 Penalty: 5999.331055
	Iteration 32Q: 3 clusters Score -2.386166e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -23861836.000000 Penalty: 5999.331055
	Iteration 33Q: 3 clusters Score -2.386184e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -23861984.000000 Penalty: 5999.331055
	Iteration 34Q: 3 clusters Score -2.386198e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -23862170.000000 Penalty: 5999.331055
	Iteration 35Q: 3 clusters Score -2.386217e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -23862230.000000 Penalty: 5999.331055
	Iteration 36Q: 3 clusters Score -2.386223e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 175166 members 
Entering Unmasked Estep 
Score: -23862412.000000 Penalty: 5999.331055
	Iteration 37Q: 3 clusters Score -2.386241e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -23862494.000000 Penalty: 5999.331055
	Iteration 38Q: 3 clusters Score -2.386249e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -23862572.000000 Penalty: 5999.331055
	Iteration 39Q: 3 clusters Score -2.386257e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -23862676.000000 Penalty: 5999.331055
	Iteration 40F: 3 clusters Score -2.386268e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
Score: -23862716.000000 Penalty: 5999.331055
	Iteration 41Q: 3 clusters Score -2.386272e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -23862736.000000 Penalty: 5999.331055
	Iteration 42Q: 3 clusters Score -2.386274e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -23862796.000000 Penalty: 5999.331055
	Iteration 43Q: 3 clusters Score -2.38628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -23862834.000000 Penalty: 5999.331055
	Iteration 44Q: 3 clusters Score -2.386283e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -23862850.000000 Penalty: 5999.331055
	Iteration 45Q: 3 clusters Score -2.386285e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 176911 members 
Entering Unmasked Estep 
Score: -23862886.000000 Penalty: 5999.331055
	Iteration 46Q: 3 clusters Score -2.386289e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -23862888.000000 Penalty: 5999.331055
	Iteration 47Q: 3 clusters Score -2.386289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -23862928.000000 Penalty: 5999.331055
	Iteration 48Q: 3 clusters Score -2.386293e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -23862932.000000 Penalty: 5999.331055
	Iteration 49Q: 3 clusters Score -2.386293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -23862926.000000 Penalty: 5999.331055
	Iteration 50Q: 3 clusters Score -2.386293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -23862906.000000 Penalty: 5999.331055
	Iteration 51Q: 3 clusters Score -2.386291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -23862864.000000 Penalty: 5999.331055
	Iteration 52Q: 3 clusters Score -2.386286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 177111 members 
Entering Unmasked Estep 
Score: -23862892.000000 Penalty: 5999.331055
	Iteration 53Q: 3 clusters Score -2.386289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -23862910.000000 Penalty: 5999.331055
	Iteration 54Q: 3 clusters Score -2.386291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 177151 members 
Entering Unmasked Estep 
Score: -23862906.000000 Penalty: 5999.331055
	Iteration 55Q: 3 clusters Score -2.386291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -23862918.000000 Penalty: 5999.331055
	Iteration 56Q: 3 clusters Score -2.386292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -23862942.000000 Penalty: 5999.331055
	Iteration 57Q: 3 clusters Score -2.386294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 177202 members 
Entering Unmasked Estep 
Score: -23862962.000000 Penalty: 5999.331055
	Iteration 58Q: 3 clusters Score -2.386296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -23862952.000000 Penalty: 5999.331055
	Iteration 59Q: 3 clusters Score -2.386295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 177240 members 
Entering Unmasked Estep 
Score: -23862922.000000 Penalty: 5999.331055
	Iteration 60F: 3 clusters Score -2.386292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 177254 members 
Entering Unmasked Estep 
Score: -23862932.000000 Penalty: 5999.331055
	Iteration 61Q: 3 clusters Score -2.386293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -23862920.000000 Penalty: 5999.331055
	Iteration 62Q: 3 clusters Score -2.386292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -23862916.000000 Penalty: 5999.331055
	Iteration 63Q: 3 clusters Score -2.386292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -23862918.000000 Penalty: 5999.331055
	Iteration 64Q: 3 clusters Score -2.386292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -23862912.000000 Penalty: 5999.331055
	Iteration 65Q: 3 clusters Score -2.386291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -23862916.000000 Penalty: 5999.331055
	Iteration 66Q: 3 clusters Score -2.386292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -23862914.000000 Penalty: 5999.331055
	Iteration 67Q: 3 clusters Score -2.386291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 177254 members 
Entering Unmasked Estep 
Score: -23862936.000000 Penalty: 5999.331055
	Iteration 68Q: 3 clusters Score -2.386294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -23862928.000000 Penalty: 5999.331055
	Iteration 69Q: 3 clusters Score -2.386293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 177265 members 
Entering Unmasked Estep 
Score: -23862922.000000 Penalty: 5999.331055
	Iteration 70Q: 3 clusters Score -2.386292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 177268 members 
Entering Unmasked Estep 
Score: -23862930.000000 Penalty: 5999.331055
	Iteration 71Q: 3 clusters Score -2.386293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 177269 members 
Entering Unmasked Estep 
Score: -23862938.000000 Penalty: 5999.331055
	Iteration 72Q: 3 clusters Score -2.386294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 177276 members 
Entering Unmasked Estep 
Score: -23862920.000000 Penalty: 5999.331055
	Iteration 73Q: 3 clusters Score -2.386292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 177280 members 
Entering Unmasked Estep 
Score: -23862920.000000 Penalty: 5999.331055
	Iteration 74Q: 3 clusters Score -2.386292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -23862912.000000 Penalty: 5999.331055
	Iteration 75Q: 3 clusters Score -2.386291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -23862906.000000 Penalty: 5999.331055
	Iteration 76Q: 3 clusters Score -2.386291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 177298 members 
Entering Unmasked Estep 
Score: -23862932.000000 Penalty: 5999.331055
	Iteration 77Q: 3 clusters Score -2.386293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -23862912.000000 Penalty: 5999.331055
	Iteration 78Q: 3 clusters Score -2.386291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 177306 members 
Entering Unmasked Estep 
Score: -23862922.000000 Penalty: 5999.331055
	Iteration 79Q: 3 clusters Score -2.386292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -23862912.000000 Penalty: 5999.331055
	Iteration 80F: 3 clusters Score -2.386291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -23862918.000000 Penalty: 5999.331055
	Iteration 81Q: 3 clusters Score -2.386292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 177311 members 
Entering Unmasked Estep 
Score: -23862926.000000 Penalty: 5999.331055
	Iteration 82Q: 3 clusters Score -2.386293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -23862924.000000 Penalty: 5999.331055
	Iteration 83Q: 3 clusters Score -2.386292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 177313 members 
Entering Unmasked Estep 
Score: -23862938.000000 Penalty: 5999.331055
	Iteration 84Q: 3 clusters Score -2.386294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -23862920.000000 Penalty: 5999.331055
	Iteration 85Q: 3 clusters Score -2.386292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -23862918.000000 Penalty: 5999.331055
	Iteration 86Q: 3 clusters Score -2.386292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -23862918.000000 Penalty: 5999.331055
	Iteration 87F: 3 clusters Score -2.386292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Entering Unmasked Estep 
Score: -14643550.000000 Penalty: 2877.698975
	Iteration 0F: 2 clusters Score -1.464355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -14570618.000000 Penalty: 5755.397949
	Iteration 0F: 3 clusters Score -1.457062e+07 nChanged 52042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -14600226.000000 Penalty: 5755.397949
	Iteration 1F: 3 clusters Score -1.460023e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -14600788.000000 Penalty: 5755.397949
	Iteration 2Q: 3 clusters Score -1.460079e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -14601350.000000 Penalty: 5755.397949
	Iteration 3Q: 3 clusters Score -1.460135e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -14602018.000000 Penalty: 5755.397949
	Iteration 4Q: 3 clusters Score -1.460202e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -14602865.000000 Penalty: 5755.397949
	Iteration 5Q: 3 clusters Score -1.460286e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -14603967.000000 Penalty: 5755.397949
	Iteration 6Q: 3 clusters Score -1.460397e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -14605608.000000 Penalty: 5755.397949
	Iteration 7Q: 3 clusters Score -1.460561e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -14607928.000000 Penalty: 5755.397949
	Iteration 8Q: 3 clusters Score -1.460793e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -14611628.000000 Penalty: 5755.397949
	Iteration 9F: 3 clusters Score -1.461163e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -14617048.000000 Penalty: 5755.397949
	Iteration 10F: 3 clusters Score -1.461705e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -14622755.000000 Penalty: 5755.397949
	Iteration 11F: 3 clusters Score -1.462276e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -14626815.000000 Penalty: 5755.397949
	Iteration 12F: 3 clusters Score -1.462682e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -14628475.000000 Penalty: 5755.397949
	Iteration 13Q: 3 clusters Score -1.462848e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -14629309.000000 Penalty: 5755.397949
	Iteration 14Q: 3 clusters Score -1.462931e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -14629989.000000 Penalty: 5755.397949
	Iteration 15Q: 3 clusters Score -1.462999e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79382 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -14630709.000000 Penalty: 5755.397949
	Iteration 16Q: 3 clusters Score -1.463071e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -14631437.000000 Penalty: 5755.397949
	Iteration 17Q: 3 clusters Score -1.463144e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -14631985.000000 Penalty: 5755.397949
	Iteration 18Q: 3 clusters Score -1.463198e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -14632542.000000 Penalty: 5755.397949
	Iteration 19Q: 3 clusters Score -1.463254e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -14633133.000000 Penalty: 5755.397949
	Iteration 20F: 3 clusters Score -1.463313e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -14633769.000000 Penalty: 5755.397949
	Iteration 21Q: 3 clusters Score -1.463377e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -14634360.000000 Penalty: 5755.397949
	Iteration 22Q: 3 clusters Score -1.463436e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -14634929.000000 Penalty: 5755.397949
	Iteration 23Q: 3 clusters Score -1.463493e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -14635467.000000 Penalty: 5755.397949
	Iteration 24Q: 3 clusters Score -1.463547e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -14636107.000000 Penalty: 5755.397949
	Iteration 25Q: 3 clusters Score -1.463611e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -14636681.000000 Penalty: 5755.397949
	Iteration 26Q: 3 clusters Score -1.463668e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -14637241.000000 Penalty: 5755.397949
	Iteration 27Q: 3 clusters Score -1.463724e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -14637760.000000 Penalty: 5755.397949
	Iteration 28Q: 3 clusters Score -1.463776e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -14638176.000000 Penalty: 5755.397949
	Iteration 29Q: 3 clusters Score -1.463818e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -14638512.000000 Penalty: 5755.397949
	Iteration 30Q: 3 clusters Score -1.463851e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -14638816.000000 Penalty: 5755.397949
	Iteration 31Q: 3 clusters Score -1.463882e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -14639123.000000 Penalty: 5755.397949
	Iteration 32Q: 3 clusters Score -1.463912e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -14639385.000000 Penalty: 5755.397949
	Iteration 33Q: 3 clusters Score -1.463938e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -14639646.000000 Penalty: 5755.397949
	Iteration 34Q: 3 clusters Score -1.463965e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -14639867.000000 Penalty: 5755.397949
	Iteration 35Q: 3 clusters Score -1.463987e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -14640039.000000 Penalty: 5755.397949
	Iteration 36Q: 3 clusters Score -1.464004e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -14640230.000000 Penalty: 5755.397949
	Iteration 37Q: 3 clusters Score -1.464023e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -14640372.000000 Penalty: 5755.397949
	Iteration 38Q: 3 clusters Score -1.464037e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -14640498.000000 Penalty: 5755.397949
	Iteration 39Q: 3 clusters Score -1.46405e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105880 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -14640581.000000 Penalty: 5755.397949
	Iteration 40F: 3 clusters Score -1.464058e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -14640708.000000 Penalty: 5755.397949
	Iteration 41Q: 3 clusters Score -1.464071e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14640787.000000 Penalty: 5755.397949
	Iteration 42Q: 3 clusters Score -1.464079e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -14640841.000000 Penalty: 5755.397949
	Iteration 43Q: 3 clusters Score -1.464084e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -14640919.000000 Penalty: 5755.397949
	Iteration 44Q: 3 clusters Score -1.464092e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -14640942.000000 Penalty: 5755.397949
	Iteration 45Q: 3 clusters Score -1.464094e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14640983.000000 Penalty: 5755.397949
	Iteration 46Q: 3 clusters Score -1.464098e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14641003.000000 Penalty: 5755.397949
	Iteration 47Q: 3 clusters Score -1.4641e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -14641064.000000 Penalty: 5755.397949
	Iteration 48Q: 3 clusters Score -1.464106e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -14641118.000000 Penalty: 5755.397949
	Iteration 49Q: 3 clusters Score -1.464112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14641127.000000 Penalty: 5755.397949
	Iteration 50Q: 3 clusters Score -1.464113e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14641135.000000 Penalty: 5755.397949
	Iteration 51Q: 3 clusters Score -1.464114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14641166.000000 Penalty: 5755.397949
	Iteration 52Q: 3 clusters Score -1.464117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -14641170.000000 Penalty: 5755.397949
	Iteration 53Q: 3 clusters Score -1.464117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -14641176.000000 Penalty: 5755.397949
	Iteration 54Q: 3 clusters Score -1.464118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14641187.000000 Penalty: 5755.397949
	Iteration 55Q: 3 clusters Score -1.464119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -14641198.000000 Penalty: 5755.397949
	Iteration 56Q: 3 clusters Score -1.46412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14641211.000000 Penalty: 5755.397949
	Iteration 57Q: 3 clusters Score -1.464121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14641224.000000 Penalty: 5755.397949
	Iteration 58Q: 3 clusters Score -1.464122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14641241.000000 Penalty: 5755.397949
	Iteration 59Q: 3 clusters Score -1.464124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14641222.000000 Penalty: 5755.397949
	Iteration 60F: 3 clusters Score -1.464122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -14641234.000000 Penalty: 5755.397949
	Iteration 61Q: 3 clusters Score -1.464123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14641236.000000 Penalty: 5755.397949
	Iteration 62Q: 3 clusters Score -1.464124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14641238.000000 Penalty: 5755.397949
	Iteration 63Q: 3 clusters Score -1.464124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -14641254.000000 Penalty: 5755.397949
	Iteration 64Q: 3 clusters Score -1.464125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -14641250.000000 Penalty: 5755.397949
	Iteration 65Q: 3 clusters Score -1.464125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -14641251.000000 Penalty: 5755.397949
	Iteration 66Q: 3 clusters Score -1.464125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -14641256.000000 Penalty: 5755.397949
	Iteration 67Q: 3 clusters Score -1.464126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14641250.000000 Penalty: 5755.397949
	Iteration 68Q: 3 clusters Score -1.464125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14641253.000000 Penalty: 5755.397949
	Iteration 69Q: 3 clusters Score -1.464125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14641253.000000 Penalty: 5755.397949
	Iteration 70F: 3 clusters Score -1.464125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -237553.406250 Penalty: 1892.835449
	Iteration 0F: 2 clusters Score -237553.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -235077.218750 Penalty: 3785.670898
	Iteration 0F: 3 clusters Score -235077.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -236280.687500 Penalty: 3785.670898
	Iteration 1F: 3 clusters Score -236280.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -237510.812500 Penalty: 3785.670898
	Iteration 2F: 3 clusters Score -237510.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -238521.109375 Penalty: 3785.670898
	Iteration 3F: 3 clusters Score -238521.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -239544.671875 Penalty: 3785.670898
	Iteration 4F: 3 clusters Score -239544.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -240260.125000 Penalty: 3785.670898
	Iteration 5F: 3 clusters Score -240260.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -240652.796875 Penalty: 3785.670898
	Iteration 6Q: 3 clusters Score -240652.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240833.421875 Penalty: 3785.670898
	Iteration 7Q: 3 clusters Score -240833.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -240986.781250 Penalty: 3785.670898
	Iteration 8Q: 3 clusters Score -240986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -241002.625000 Penalty: 3785.670898
	Iteration 9Q: 3 clusters Score -241002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241004.390625 Penalty: 3785.670898
	Iteration 10Q: 3 clusters Score -241004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241004.390625 Penalty: 3785.670898
	Iteration 11F: 3 clusters Score -241004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 179051 members 
Mstep: Class 6 contains 109494 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 43935 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 15 contains 95936 members 
Mstep: Class 16 contains 184598 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 170937 members 
Mstep: Class 19 contains 47529 members 
Entering Unmasked Estep 
Score: -135250944.000000 Penalty: 61823.992188
Splitting cluster 7 changes total score from -135248464.000000 to -135250944.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -713858.437500 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -713858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -708839.437500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -708839.4 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -710231.312500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -710231.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -710649.312500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -710649.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -710915.250000 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -710915.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -711086.500000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -711086.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -711225.750000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -711225.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -711356.375000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -711356.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -711450.875000 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -711450.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -711521.812500 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -711521.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -711604.125000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -711604.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -711688.937500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -711688.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -711769.562500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -711769.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -711863.437500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -711863.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -711968.937500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -711968.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -712065.312500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -712065.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -712166.062500 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -712166.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -712293.937500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -712293.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -712433.250000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -712433.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -712535.500000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -712535.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -712603.125000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -712603.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -712650.125000 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -712650.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -712678.812500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -712678.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -712703.562500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -712703.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -712727.187500 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -712727.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -712755.500000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -712755.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -712785.250000 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -712785.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -712811.687500 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -712811.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -712842.812500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -712842.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -712886.187500 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -712886.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -712920.875000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -712920.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -712961.000000 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -712961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -713009.812500 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -713009.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -713058.812500 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -713058.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -713107.125000 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -713107.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -713148.875000 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -713148.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -713189.375000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -713189.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -713217.250000 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -713217.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -713235.875000 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -713235.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -713253.937500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -713253.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -713271.375000 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -713271.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -713287.937500 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -713287.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -713306.125000 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -713306.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -713334.625000 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -713334.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -713368.062500 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -713368.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -713408.687500 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -713408.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -713454.750000 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -713454.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -713496.812500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -713496.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -713532.250000 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -713532.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -713556.437500 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -713556.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -713575.187500 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -713575.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -713587.687500 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -713587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -713599.500000 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -713599.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -713607.562500 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -713607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -713609.125000 Penalty: 4298.315430
	Iteration 53Q: 3 clusters Score -713609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -713614.312500 Penalty: 4298.315430
	Iteration 54Q: 3 clusters Score -713614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -713615.187500 Penalty: 4298.315430
	Iteration 55Q: 3 clusters Score -713615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -713616.250000 Penalty: 4298.315430
	Iteration 56Q: 3 clusters Score -713616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -713616.250000 Penalty: 4298.315430
	Iteration 57F: 3 clusters Score -713616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Entering Unmasked Estep 
Score: -5894548.500000 Penalty: 2651.235840
	Iteration 0F: 2 clusters Score -5894548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5864935.000000 Penalty: 5302.471680
	Iteration 0F: 3 clusters Score -5864935 nChanged 20054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5876118.000000 Penalty: 5302.471680
	Iteration 1F: 3 clusters Score -5876118 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5876709.500000 Penalty: 5302.471680
	Iteration 2Q: 3 clusters Score -5876710 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5877372.500000 Penalty: 5302.471680
	Iteration 3Q: 3 clusters Score -5877372 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5878130.000000 Penalty: 5302.471680
	Iteration 4Q: 3 clusters Score -5878130 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -5878966.000000 Penalty: 5302.471680
	Iteration 5Q: 3 clusters Score -5878966 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5880036.500000 Penalty: 5302.471680
	Iteration 6Q: 3 clusters Score -5880036 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5881421.500000 Penalty: 5302.471680
	Iteration 7F: 3 clusters Score -5881422 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5883364.000000 Penalty: 5302.471680
	Iteration 8F: 3 clusters Score -5883364 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5885518.000000 Penalty: 5302.471680
	Iteration 9F: 3 clusters Score -5885518 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5887242.000000 Penalty: 5302.471680
	Iteration 10F: 3 clusters Score -5887242 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5888238.500000 Penalty: 5302.471680
	Iteration 11Q: 3 clusters Score -5888238 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -5888681.500000 Penalty: 5302.471680
	Iteration 12Q: 3 clusters Score -5888682 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -5888966.500000 Penalty: 5302.471680
	Iteration 13Q: 3 clusters Score -5888966 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5889175.000000 Penalty: 5302.471680
	Iteration 14Q: 3 clusters Score -5889175 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5889369.000000 Penalty: 5302.471680
	Iteration 15Q: 3 clusters Score -5889369 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5889525.000000 Penalty: 5302.471680
	Iteration 16Q: 3 clusters Score -5889525 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -5889703.500000 Penalty: 5302.471680
	Iteration 17Q: 3 clusters Score -5889704 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5889884.000000 Penalty: 5302.471680
	Iteration 18Q: 3 clusters Score -5889884 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -5890053.500000 Penalty: 5302.471680
	Iteration 19Q: 3 clusters Score -5890054 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5890161.000000 Penalty: 5302.471680
	Iteration 20F: 3 clusters Score -5890161 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -5890300.500000 Penalty: 5302.471680
	Iteration 21Q: 3 clusters Score -5890300 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5890456.500000 Penalty: 5302.471680
	Iteration 22Q: 3 clusters Score -5890456 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5890591.000000 Penalty: 5302.471680
	Iteration 23Q: 3 clusters Score -5890591 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5890740.500000 Penalty: 5302.471680
	Iteration 24Q: 3 clusters Score -5890740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -5890851.500000 Penalty: 5302.471680
	Iteration 25Q: 3 clusters Score -5890852 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -5890982.000000 Penalty: 5302.471680
	Iteration 26Q: 3 clusters Score -5890982 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5891145.500000 Penalty: 5302.471680
	Iteration 27Q: 3 clusters Score -5891146 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5891291.500000 Penalty: 5302.471680
	Iteration 28Q: 3 clusters Score -5891292 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -5891412.500000 Penalty: 5302.471680
	Iteration 29Q: 3 clusters Score -5891412 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5891542.500000 Penalty: 5302.471680
	Iteration 30Q: 3 clusters Score -5891542 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -5891654.500000 Penalty: 5302.471680
	Iteration 31Q: 3 clusters Score -5891654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5891782.500000 Penalty: 5302.471680
	Iteration 32Q: 3 clusters Score -5891782 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5891909.500000 Penalty: 5302.471680
	Iteration 33Q: 3 clusters Score -5891910 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5892026.000000 Penalty: 5302.471680
	Iteration 34Q: 3 clusters Score -5892026 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5892101.500000 Penalty: 5302.471680
	Iteration 35Q: 3 clusters Score -5892102 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5892160.500000 Penalty: 5302.471680
	Iteration 36Q: 3 clusters Score -5892160 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5892204.500000 Penalty: 5302.471680
	Iteration 37Q: 3 clusters Score -5892204 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5892275.000000 Penalty: 5302.471680
	Iteration 38Q: 3 clusters Score -5892275 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5892318.000000 Penalty: 5302.471680
	Iteration 39Q: 3 clusters Score -5892318 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5892348.500000 Penalty: 5302.471680
	Iteration 40F: 3 clusters Score -5892348 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5892426.500000 Penalty: 5302.471680
	Iteration 41Q: 3 clusters Score -5892426 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5892461.000000 Penalty: 5302.471680
	Iteration 42Q: 3 clusters Score -5892461 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5892499.500000 Penalty: 5302.471680
	Iteration 43Q: 3 clusters Score -5892500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5892527.500000 Penalty: 5302.471680
	Iteration 44Q: 3 clusters Score -5892528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5892538.500000 Penalty: 5302.471680
	Iteration 45Q: 3 clusters Score -5892538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5892561.500000 Penalty: 5302.471680
	Iteration 46Q: 3 clusters Score -5892562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5892596.500000 Penalty: 5302.471680
	Iteration 47Q: 3 clusters Score -5892596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5892628.000000 Penalty: 5302.471680
	Iteration 48Q: 3 clusters Score -5892628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5892647.000000 Penalty: 5302.471680
	Iteration 49Q: 3 clusters Score -5892647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5892668.000000 Penalty: 5302.471680
	Iteration 50Q: 3 clusters Score -5892668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5892677.500000 Penalty: 5302.471680
	Iteration 51Q: 3 clusters Score -5892678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5892703.000000 Penalty: 5302.471680
	Iteration 52Q: 3 clusters Score -5892703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5892725.000000 Penalty: 5302.471680
	Iteration 53Q: 3 clusters Score -5892725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5892755.000000 Penalty: 5302.471680
	Iteration 54Q: 3 clusters Score -5892755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5892785.500000 Penalty: 5302.471680
	Iteration 55Q: 3 clusters Score -5892786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5892811.500000 Penalty: 5302.471680
	Iteration 56Q: 3 clusters Score -5892812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5892817.000000 Penalty: 5302.471680
	Iteration 57Q: 3 clusters Score -5892817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5892826.500000 Penalty: 5302.471680
	Iteration 58Q: 3 clusters Score -5892826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5892850.500000 Penalty: 5302.471680
	Iteration 59Q: 3 clusters Score -5892850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5892862.500000 Penalty: 5302.471680
	Iteration 60F: 3 clusters Score -5892862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5892857.500000 Penalty: 5302.471680
	Iteration 61Q: 3 clusters Score -5892858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5892876.500000 Penalty: 5302.471680
	Iteration 62Q: 3 clusters Score -5892876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5892891.500000 Penalty: 5302.471680
	Iteration 63Q: 3 clusters Score -5892892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5892901.000000 Penalty: 5302.471680
	Iteration 64Q: 3 clusters Score -5892901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5892905.000000 Penalty: 5302.471680
	Iteration 65Q: 3 clusters Score -5892905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5892906.500000 Penalty: 5302.471680
	Iteration 66Q: 3 clusters Score -5892906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5892906.000000 Penalty: 5302.471680
	Iteration 67Q: 3 clusters Score -5892906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5892903.500000 Penalty: 5302.471680
	Iteration 68Q: 3 clusters Score -5892904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5892907.000000 Penalty: 5302.471680
	Iteration 69Q: 3 clusters Score -5892907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5892901.000000 Penalty: 5302.471680
	Iteration 70Q: 3 clusters Score -5892901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5892905.000000 Penalty: 5302.471680
	Iteration 71Q: 3 clusters Score -5892905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5892908.500000 Penalty: 5302.471680
	Iteration 72Q: 3 clusters Score -5892908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5892913.000000 Penalty: 5302.471680
	Iteration 73Q: 3 clusters Score -5892913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5892914.000000 Penalty: 5302.471680
	Iteration 74Q: 3 clusters Score -5892914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5892921.500000 Penalty: 5302.471680
	Iteration 75Q: 3 clusters Score -5892922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5892917.000000 Penalty: 5302.471680
	Iteration 76Q: 3 clusters Score -5892917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5892916.000000 Penalty: 5302.471680
	Iteration 77Q: 3 clusters Score -5892916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5892922.000000 Penalty: 5302.471680
	Iteration 78Q: 3 clusters Score -5892922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5892925.000000 Penalty: 5302.471680
	Iteration 79Q: 3 clusters Score -5892925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5892923.500000 Penalty: 5302.471680
	Iteration 80F: 3 clusters Score -5892924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5892921.000000 Penalty: 5302.471680
	Iteration 81Q: 3 clusters Score -5892921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5892912.500000 Penalty: 5302.471680
	Iteration 82Q: 3 clusters Score -5892912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5892912.500000 Penalty: 5302.471680
	Iteration 83Q: 3 clusters Score -5892912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5892919.500000 Penalty: 5302.471680
	Iteration 84Q: 3 clusters Score -5892920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5892915.500000 Penalty: 5302.471680
	Iteration 85Q: 3 clusters Score -5892916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5892916.500000 Penalty: 5302.471680
	Iteration 86Q: 3 clusters Score -5892916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5892918.500000 Penalty: 5302.471680
	Iteration 87Q: 3 clusters Score -5892918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5892921.000000 Penalty: 5302.471680
	Iteration 88Q: 3 clusters Score -5892921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5892921.500000 Penalty: 5302.471680
	Iteration 89Q: 3 clusters Score -5892922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5892910.000000 Penalty: 5302.471680
	Iteration 90Q: 3 clusters Score -5892910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5892911.000000 Penalty: 5302.471680
	Iteration 91Q: 3 clusters Score -5892911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5892917.000000 Penalty: 5302.471680
	Iteration 92Q: 3 clusters Score -5892917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5892913.000000 Penalty: 5302.471680
	Iteration 93Q: 3 clusters Score -5892913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5892913.000000 Penalty: 5302.471680
	Iteration 94F: 3 clusters Score -5892913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -191331.406250 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -191331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -189049.015625 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -189049 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189408.562500 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -189408.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -189506.500000 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -189506.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -189551.359375 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -189551.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -189586.671875 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -189586.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -189617.640625 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -189617.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189639.296875 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -189639.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -189659.453125 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -189659.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189670.406250 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -189670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189680.156250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -189680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189684.859375 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -189684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -189691.484375 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -189691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -189694.687500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -189694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -189697.296875 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -189697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -189699.859375 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -189699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -189699.859375 Penalty: 3612.930908
	Iteration 15F: 3 clusters Score -189699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Entering Unmasked Estep 
Score: -10869235.000000 Penalty: 2803.900146
	Iteration 0F: 2 clusters Score -1.086924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -10814774.000000 Penalty: 5607.800293
	Iteration 0F: 3 clusters Score -1.081477e+07 nChanged 38203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -10836349.000000 Penalty: 5607.800293
	Iteration 1F: 3 clusters Score -1.083635e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -10837043.000000 Penalty: 5607.800293
	Iteration 2Q: 3 clusters Score -1.083704e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -10837842.000000 Penalty: 5607.800293
	Iteration 3Q: 3 clusters Score -1.083784e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -10838839.000000 Penalty: 5607.800293
	Iteration 4Q: 3 clusters Score -1.083884e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -10840175.000000 Penalty: 5607.800293
	Iteration 5Q: 3 clusters Score -1.084018e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -10842000.000000 Penalty: 5607.800293
	Iteration 6Q: 3 clusters Score -1.0842e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -10844602.000000 Penalty: 5607.800293
	Iteration 7F: 3 clusters Score -1.08446e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -10847948.000000 Penalty: 5607.800293
	Iteration 8F: 3 clusters Score -1.084795e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -10852398.000000 Penalty: 5607.800293
	Iteration 9F: 3 clusters Score -1.08524e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -10855893.000000 Penalty: 5607.800293
	Iteration 10F: 3 clusters Score -1.085589e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -10857451.000000 Penalty: 5607.800293
	Iteration 11Q: 3 clusters Score -1.085745e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -10858181.000000 Penalty: 5607.800293
	Iteration 12Q: 3 clusters Score -1.085818e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -10858606.000000 Penalty: 5607.800293
	Iteration 13Q: 3 clusters Score -1.085861e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -10858909.000000 Penalty: 5607.800293
	Iteration 14Q: 3 clusters Score -1.085891e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -10859306.000000 Penalty: 5607.800293
	Iteration 15Q: 3 clusters Score -1.085931e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -10859599.000000 Penalty: 5607.800293
	Iteration 16Q: 3 clusters Score -1.08596e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -10859990.000000 Penalty: 5607.800293
	Iteration 17Q: 3 clusters Score -1.085999e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -10860347.000000 Penalty: 5607.800293
	Iteration 18Q: 3 clusters Score -1.086035e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -10860671.000000 Penalty: 5607.800293
	Iteration 19Q: 3 clusters Score -1.086067e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -10861005.000000 Penalty: 5607.800293
	Iteration 20F: 3 clusters Score -1.0861e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -10861349.000000 Penalty: 5607.800293
	Iteration 21Q: 3 clusters Score -1.086135e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -10861634.000000 Penalty: 5607.800293
	Iteration 22Q: 3 clusters Score -1.086163e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -10861853.000000 Penalty: 5607.800293
	Iteration 23Q: 3 clusters Score -1.086185e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -10862144.000000 Penalty: 5607.800293
	Iteration 24Q: 3 clusters Score -1.086214e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -10862403.000000 Penalty: 5607.800293
	Iteration 25Q: 3 clusters Score -1.08624e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -10862600.000000 Penalty: 5607.800293
	Iteration 26Q: 3 clusters Score -1.08626e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -10862843.000000 Penalty: 5607.800293
	Iteration 27Q: 3 clusters Score -1.086284e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -10863079.000000 Penalty: 5607.800293
	Iteration 28Q: 3 clusters Score -1.086308e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -10863329.000000 Penalty: 5607.800293
	Iteration 29Q: 3 clusters Score -1.086333e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -10863548.000000 Penalty: 5607.800293
	Iteration 30Q: 3 clusters Score -1.086355e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -10863743.000000 Penalty: 5607.800293
	Iteration 31Q: 3 clusters Score -1.086374e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -10863913.000000 Penalty: 5607.800293
	Iteration 32Q: 3 clusters Score -1.086391e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -10864088.000000 Penalty: 5607.800293
	Iteration 33Q: 3 clusters Score -1.086409e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -10864288.000000 Penalty: 5607.800293
	Iteration 34Q: 3 clusters Score -1.086429e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -10864448.000000 Penalty: 5607.800293
	Iteration 35Q: 3 clusters Score -1.086445e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -10864604.000000 Penalty: 5607.800293
	Iteration 36Q: 3 clusters Score -1.08646e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -10864743.000000 Penalty: 5607.800293
	Iteration 37Q: 3 clusters Score -1.086474e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -10864914.000000 Penalty: 5607.800293
	Iteration 38Q: 3 clusters Score -1.086491e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -10865118.000000 Penalty: 5607.800293
	Iteration 39Q: 3 clusters Score -1.086512e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -10865257.000000 Penalty: 5607.800293
	Iteration 40F: 3 clusters Score -1.086526e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -10865453.000000 Penalty: 5607.800293
	Iteration 41Q: 3 clusters Score -1.086545e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -10865599.000000 Penalty: 5607.800293
	Iteration 42Q: 3 clusters Score -1.08656e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -10865668.000000 Penalty: 5607.800293
	Iteration 43Q: 3 clusters Score -1.086567e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -10865779.000000 Penalty: 5607.800293
	Iteration 44Q: 3 clusters Score -1.086578e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10865888.000000 Penalty: 5607.800293
	Iteration 45Q: 3 clusters Score -1.086589e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -10865971.000000 Penalty: 5607.800293
	Iteration 46Q: 3 clusters Score -1.086597e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -10866055.000000 Penalty: 5607.800293
	Iteration 47Q: 3 clusters Score -1.086606e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10866124.000000 Penalty: 5607.800293
	Iteration 48Q: 3 clusters Score -1.086612e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -10866192.000000 Penalty: 5607.800293
	Iteration 49Q: 3 clusters Score -1.086619e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -10866241.000000 Penalty: 5607.800293
	Iteration 50Q: 3 clusters Score -1.086624e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -10866295.000000 Penalty: 5607.800293
	Iteration 51Q: 3 clusters Score -1.08663e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -10866344.000000 Penalty: 5607.800293
	Iteration 52Q: 3 clusters Score -1.086634e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -10866421.000000 Penalty: 5607.800293
	Iteration 53Q: 3 clusters Score -1.086642e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -10866468.000000 Penalty: 5607.800293
	Iteration 54Q: 3 clusters Score -1.086647e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10866483.000000 Penalty: 5607.800293
	Iteration 55Q: 3 clusters Score -1.086648e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10866503.000000 Penalty: 5607.800293
	Iteration 56Q: 3 clusters Score -1.08665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -10866527.000000 Penalty: 5607.800293
	Iteration 57Q: 3 clusters Score -1.086653e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -10866581.000000 Penalty: 5607.800293
	Iteration 58Q: 3 clusters Score -1.086658e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10866582.000000 Penalty: 5607.800293
	Iteration 59Q: 3 clusters Score -1.086658e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10866600.000000 Penalty: 5607.800293
	Iteration 60F: 3 clusters Score -1.08666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10866658.000000 Penalty: 5607.800293
	Iteration 61Q: 3 clusters Score -1.086666e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10866680.000000 Penalty: 5607.800293
	Iteration 62Q: 3 clusters Score -1.086668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10866682.000000 Penalty: 5607.800293
	Iteration 63Q: 3 clusters Score -1.086668e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10866708.000000 Penalty: 5607.800293
	Iteration 64Q: 3 clusters Score -1.086671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -10866749.000000 Penalty: 5607.800293
	Iteration 65Q: 3 clusters Score -1.086675e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10866756.000000 Penalty: 5607.800293
	Iteration 66Q: 3 clusters Score -1.086676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10866771.000000 Penalty: 5607.800293
	Iteration 67Q: 3 clusters Score -1.086677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10866792.000000 Penalty: 5607.800293
	Iteration 68Q: 3 clusters Score -1.086679e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10866821.000000 Penalty: 5607.800293
	Iteration 69Q: 3 clusters Score -1.086682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10866834.000000 Penalty: 5607.800293
	Iteration 70Q: 3 clusters Score -1.086683e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10866836.000000 Penalty: 5607.800293
	Iteration 71Q: 3 clusters Score -1.086684e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10866847.000000 Penalty: 5607.800293
	Iteration 72Q: 3 clusters Score -1.086685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10866861.000000 Penalty: 5607.800293
	Iteration 73Q: 3 clusters Score -1.086686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10866843.000000 Penalty: 5607.800293
	Iteration 74Q: 3 clusters Score -1.086684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10866849.000000 Penalty: 5607.800293
	Iteration 75Q: 3 clusters Score -1.086685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -10866862.000000 Penalty: 5607.800293
	Iteration 76Q: 3 clusters Score -1.086686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10866865.000000 Penalty: 5607.800293
	Iteration 77Q: 3 clusters Score -1.086686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10866880.000000 Penalty: 5607.800293
	Iteration 78Q: 3 clusters Score -1.086688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10866867.000000 Penalty: 5607.800293
	Iteration 79Q: 3 clusters Score -1.086687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10866863.000000 Penalty: 5607.800293
	Iteration 80F: 3 clusters Score -1.086686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10866868.000000 Penalty: 5607.800293
	Iteration 81Q: 3 clusters Score -1.086687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10866874.000000 Penalty: 5607.800293
	Iteration 82Q: 3 clusters Score -1.086687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10866879.000000 Penalty: 5607.800293
	Iteration 83Q: 3 clusters Score -1.086688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10866884.000000 Penalty: 5607.800293
	Iteration 84Q: 3 clusters Score -1.086688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10866884.000000 Penalty: 5607.800293
	Iteration 85Q: 3 clusters Score -1.086688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10866879.000000 Penalty: 5607.800293
	Iteration 86Q: 3 clusters Score -1.086688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10866885.000000 Penalty: 5607.800293
	Iteration 87Q: 3 clusters Score -1.086688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10866889.000000 Penalty: 5607.800293
	Iteration 88Q: 3 clusters Score -1.086689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10866885.000000 Penalty: 5607.800293
	Iteration 89Q: 3 clusters Score -1.086688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -10866897.000000 Penalty: 5607.800293
	Iteration 90Q: 3 clusters Score -1.08669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10866898.000000 Penalty: 5607.800293
	Iteration 91Q: 3 clusters Score -1.08669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10866888.000000 Penalty: 5607.800293
	Iteration 92Q: 3 clusters Score -1.086689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10866890.000000 Penalty: 5607.800293
	Iteration 93Q: 3 clusters Score -1.086689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -10866906.000000 Penalty: 5607.800293
	Iteration 94Q: 3 clusters Score -1.086691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -10866901.000000 Penalty: 5607.800293
	Iteration 95Q: 3 clusters Score -1.08669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10866896.000000 Penalty: 5607.800293
	Iteration 96Q: 3 clusters Score -1.08669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10866896.000000 Penalty: 5607.800293
	Iteration 97Q: 3 clusters Score -1.08669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10866899.000000 Penalty: 5607.800293
	Iteration 98Q: 3 clusters Score -1.08669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10866905.000000 Penalty: 5607.800293
	Iteration 99Q: 3 clusters Score -1.08669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10866909.000000 Penalty: 5607.800293
	Iteration 100F: 3 clusters Score -1.086691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10866921.000000 Penalty: 5607.800293
	Iteration 101Q: 3 clusters Score -1.086692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10866917.000000 Penalty: 5607.800293
	Iteration 102Q: 3 clusters Score -1.086692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10866923.000000 Penalty: 5607.800293
	Iteration 103Q: 3 clusters Score -1.086692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10866914.000000 Penalty: 5607.800293
	Iteration 104Q: 3 clusters Score -1.086691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10866916.000000 Penalty: 5607.800293
	Iteration 105Q: 3 clusters Score -1.086692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10866922.000000 Penalty: 5607.800293
	Iteration 106Q: 3 clusters Score -1.086692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10866921.000000 Penalty: 5607.800293
	Iteration 107Q: 3 clusters Score -1.086692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10866921.000000 Penalty: 5607.800293
	Iteration 108F: 3 clusters Score -1.086692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -175814.906250 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -175814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -173651.875000 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -173651.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173987.375000 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -173987.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -174106.125000 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -174106.1 nChanged 57
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: -174178.734375 Penalty: 3584.560303
	Iteration 3Q: 3 clusters Score -174178.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174293.203125 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -174293.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -174523.937500 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -174523.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -174941.453125 Penalty: 3584.560303
	Iteration 6F: 3 clusters Score -174941.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -175394.484375 Penalty: 3584.560303
	Iteration 7F: 3 clusters Score -175394.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -175670.500000 Penalty: 3584.560303
	Iteration 8F: 3 clusters Score -175670.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -175821.937500 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -175821.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175885.468750 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -175885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175923.437500 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -175923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175950.703125 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -175950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -175964.703125 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -175964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175968.343750 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -175968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175972.140625 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -175972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175973.281250 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -175973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175974.328125 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -175974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175974.328125 Penalty: 3584.560303
	Iteration 18F: 3 clusters Score -175974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 179051 members 
Mstep: Class 6 contains 109494 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 43935 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 95936 members 
Mstep: Class 16 contains 184598 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 170937 members 
Mstep: Class 19 contains 47529 members 
Entering Unmasked Estep 
Score: -135249248.000000 Penalty: 65258.660156
Splitting cluster 12 changes total score from -135248464.000000 to -135249248.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (95936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Entering Unmasked Estep 
Score: -12848828.000000 Penalty: 2844.916260
	Iteration 0F: 2 clusters Score -1.284883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -12784512.000000 Penalty: 5689.832520
	Iteration 0F: 3 clusters Score -1.278451e+07 nChanged 45486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -12810439.000000 Penalty: 5689.832520
	Iteration 1F: 3 clusters Score -1.281044e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -12811005.000000 Penalty: 5689.832520
	Iteration 2Q: 3 clusters Score -1.2811e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -12811777.000000 Penalty: 5689.832520
	Iteration 3Q: 3 clusters Score -1.281178e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -12812713.000000 Penalty: 5689.832520
	Iteration 4Q: 3 clusters Score -1.281271e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -12813845.000000 Penalty: 5689.832520
	Iteration 5Q: 3 clusters Score -1.281384e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -12815569.000000 Penalty: 5689.832520
	Iteration 6Q: 3 clusters Score -1.281557e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -12818658.000000 Penalty: 5689.832520
	Iteration 7F: 3 clusters Score -1.281866e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 5689.832520
	Iteration 8F: 3 clusters Score -1.282343e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -12830403.000000 Penalty: 5689.832520
	Iteration 9F: 3 clusters Score -1.28304e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -12837493.000000 Penalty: 5689.832520
	Iteration 10F: 3 clusters Score -1.283749e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -12842386.000000 Penalty: 5689.832520
	Iteration 11F: 3 clusters Score -1.284239e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12844719.000000 Penalty: 5689.832520
	Iteration 12Q: 3 clusters Score -1.284472e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12845707.000000 Penalty: 5689.832520
	Iteration 13Q: 3 clusters Score -1.284571e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12846123.000000 Penalty: 5689.832520
	Iteration 14Q: 3 clusters Score -1.284612e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12846310.000000 Penalty: 5689.832520
	Iteration 15Q: 3 clusters Score -1.284631e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -12846424.000000 Penalty: 5689.832520
	Iteration 16Q: 3 clusters Score -1.284642e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12846490.000000 Penalty: 5689.832520
	Iteration 17Q: 3 clusters Score -1.284649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12846528.000000 Penalty: 5689.832520
	Iteration 18Q: 3 clusters Score -1.284653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12846559.000000 Penalty: 5689.832520
	Iteration 19Q: 3 clusters Score -1.284656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12846582.000000 Penalty: 5689.832520
	Iteration 20F: 3 clusters Score -1.284658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5689.832520
	Iteration 21Q: 3 clusters Score -1.284659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12846596.000000 Penalty: 5689.832520
	Iteration 22Q: 3 clusters Score -1.28466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12846601.000000 Penalty: 5689.832520
	Iteration 23Q: 3 clusters Score -1.28466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12846612.000000 Penalty: 5689.832520
	Iteration 24Q: 3 clusters Score -1.284661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12846607.000000 Penalty: 5689.832520
	Iteration 25Q: 3 clusters Score -1.284661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12846619.000000 Penalty: 5689.832520
	Iteration 26Q: 3 clusters Score -1.284662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12846625.000000 Penalty: 5689.832520
	Iteration 27Q: 3 clusters Score -1.284662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12846625.000000 Penalty: 5689.832520
	Iteration 28Q: 3 clusters Score -1.284662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12846619.000000 Penalty: 5689.832520
	Iteration 29Q: 3 clusters Score -1.284662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12846633.000000 Penalty: 5689.832520
	Iteration 30Q: 3 clusters Score -1.284663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12846628.000000 Penalty: 5689.832520
	Iteration 31Q: 3 clusters Score -1.284663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12846629.000000 Penalty: 5689.832520
	Iteration 32Q: 3 clusters Score -1.284663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12846622.000000 Penalty: 5689.832520
	Iteration 33Q: 3 clusters Score -1.284662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12846624.000000 Penalty: 5689.832520
	Iteration 34Q: 3 clusters Score -1.284662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12846620.000000 Penalty: 5689.832520
	Iteration 35Q: 3 clusters Score -1.284662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12846621.000000 Penalty: 5689.832520
	Iteration 36Q: 3 clusters Score -1.284662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12846630.000000 Penalty: 5689.832520
	Iteration 37Q: 3 clusters Score -1.284663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12846645.000000 Penalty: 5689.832520
	Iteration 38Q: 3 clusters Score -1.284664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12846641.000000 Penalty: 5689.832520
	Iteration 39Q: 3 clusters Score -1.284664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12846647.000000 Penalty: 5689.832520
	Iteration 40F: 3 clusters Score -1.284665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12846645.000000 Penalty: 5689.832520
	Iteration 41Q: 3 clusters Score -1.284664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12846647.000000 Penalty: 5689.832520
	Iteration 42Q: 3 clusters Score -1.284665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12846641.000000 Penalty: 5689.832520
	Iteration 43Q: 3 clusters Score -1.284664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95404 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12846641.000000 Penalty: 5689.832520
	Iteration 44F: 3 clusters Score -1.284664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Entering Unmasked Estep 
Score: -24534570.000000 Penalty: 3007.231934
	Iteration 0F: 2 clusters Score -2.453457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92630 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -24414620.000000 Penalty: 6014.463867
	Iteration 0F: 3 clusters Score -2.441462e+07 nChanged 88683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -24466074.000000 Penalty: 6014.463867
	Iteration 1F: 3 clusters Score -2.446607e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -24467718.000000 Penalty: 6014.463867
	Iteration 2Q: 3 clusters Score -2.446772e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -24470794.000000 Penalty: 6014.463867
	Iteration 3Q: 3 clusters Score -2.447079e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -24477014.000000 Penalty: 6014.463867
	Iteration 4F: 3 clusters Score -2.447701e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -24487258.000000 Penalty: 6014.463867
	Iteration 5F: 3 clusters Score -2.448726e+07 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -24501968.000000 Penalty: 6014.463867
	Iteration 6F: 3 clusters Score -2.450197e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -24515842.000000 Penalty: 6014.463867
	Iteration 7F: 3 clusters Score -2.451584e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -24524700.000000 Penalty: 6014.463867
	Iteration 8F: 3 clusters Score -2.45247e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -24529212.000000 Penalty: 6014.463867
	Iteration 9Q: 3 clusters Score -2.452921e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179113 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -24531072.000000 Penalty: 6014.463867
	Iteration 10Q: 3 clusters Score -2.453107e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -24531672.000000 Penalty: 6014.463867
	Iteration 11Q: 3 clusters Score -2.453167e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -24532004.000000 Penalty: 6014.463867
	Iteration 12Q: 3 clusters Score -2.4532e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181717 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -24532224.000000 Penalty: 6014.463867
	Iteration 13Q: 3 clusters Score -2.453222e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182109 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -24532346.000000 Penalty: 6014.463867
	Iteration 14Q: 3 clusters Score -2.453235e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182389 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -24532402.000000 Penalty: 6014.463867
	Iteration 15Q: 3 clusters Score -2.45324e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -24532432.000000 Penalty: 6014.463867
	Iteration 16Q: 3 clusters Score -2.453243e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182769 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -24532420.000000 Penalty: 6014.463867
	Iteration 17Q: 3 clusters Score -2.453242e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -24532488.000000 Penalty: 6014.463867
	Iteration 18Q: 3 clusters Score -2.453249e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24532502.000000 Penalty: 6014.463867
	Iteration 19Q: 3 clusters Score -2.45325e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24532504.000000 Penalty: 6014.463867
	Iteration 20F: 3 clusters Score -2.45325e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183159 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -24532532.000000 Penalty: 6014.463867
	Iteration 21Q: 3 clusters Score -2.453253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -24532540.000000 Penalty: 6014.463867
	Iteration 22Q: 3 clusters Score -2.453254e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183260 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24532566.000000 Penalty: 6014.463867
	Iteration 23Q: 3 clusters Score -2.453257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -24532548.000000 Penalty: 6014.463867
	Iteration 24Q: 3 clusters Score -2.453255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24532582.000000 Penalty: 6014.463867
	Iteration 25Q: 3 clusters Score -2.453258e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183356 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24532564.000000 Penalty: 6014.463867
	Iteration 26Q: 3 clusters Score -2.453256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -24532546.000000 Penalty: 6014.463867
	Iteration 27Q: 3 clusters Score -2.453255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24532562.000000 Penalty: 6014.463867
	Iteration 28Q: 3 clusters Score -2.453256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183426 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24532526.000000 Penalty: 6014.463867
	Iteration 29Q: 3 clusters Score -2.453253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183451 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -24532532.000000 Penalty: 6014.463867
	Iteration 30Q: 3 clusters Score -2.453253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183473 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -24532514.000000 Penalty: 6014.463867
	Iteration 31Q: 3 clusters Score -2.453251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183493 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -24532518.000000 Penalty: 6014.463867
	Iteration 32Q: 3 clusters Score -2.453252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183525 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -24532526.000000 Penalty: 6014.463867
	Iteration 33Q: 3 clusters Score -2.453253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183542 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24532532.000000 Penalty: 6014.463867
	Iteration 34Q: 3 clusters Score -2.453253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183556 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -24532524.000000 Penalty: 6014.463867
	Iteration 35Q: 3 clusters Score -2.453252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183566 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -24532538.000000 Penalty: 6014.463867
	Iteration 36Q: 3 clusters Score -2.453254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183579 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -24532560.000000 Penalty: 6014.463867
	Iteration 37Q: 3 clusters Score -2.453256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -24532562.000000 Penalty: 6014.463867
	Iteration 38Q: 3 clusters Score -2.453256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -24532532.000000 Penalty: 6014.463867
	Iteration 39Q: 3 clusters Score -2.453253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24532576.000000 Penalty: 6014.463867
	Iteration 40F: 3 clusters Score -2.453258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183638 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -24532576.000000 Penalty: 6014.463867
	Iteration 41Q: 3 clusters Score -2.453258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24532586.000000 Penalty: 6014.463867
	Iteration 42Q: 3 clusters Score -2.453259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183663 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -24532590.000000 Penalty: 6014.463867
	Iteration 43Q: 3 clusters Score -2.453259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183675 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -24532590.000000 Penalty: 6014.463867
	Iteration 44Q: 3 clusters Score -2.453259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183687 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -24532596.000000 Penalty: 6014.463867
	Iteration 45Q: 3 clusters Score -2.45326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183695 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -24532594.000000 Penalty: 6014.463867
	Iteration 46Q: 3 clusters Score -2.453259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -24532600.000000 Penalty: 6014.463867
	Iteration 47Q: 3 clusters Score -2.45326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -24532600.000000 Penalty: 6014.463867
	Iteration 48Q: 3 clusters Score -2.45326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183717 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -24532580.000000 Penalty: 6014.463867
	Iteration 49Q: 3 clusters Score -2.453258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183719 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -24532592.000000 Penalty: 6014.463867
	Iteration 50Q: 3 clusters Score -2.453259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183720 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -24532590.000000 Penalty: 6014.463867
	Iteration 51Q: 3 clusters Score -2.453259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183721 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -24532578.000000 Penalty: 6014.463867
	Iteration 52Q: 3 clusters Score -2.453258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183723 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -24532580.000000 Penalty: 6014.463867
	Iteration 53Q: 3 clusters Score -2.453258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -24532576.000000 Penalty: 6014.463867
	Iteration 54Q: 3 clusters Score -2.453258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183722 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -24532576.000000 Penalty: 6014.463867
	Iteration 55F: 3 clusters Score -2.453258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Entering Unmasked Estep 
Score: -4282898.500000 Penalty: 2570.782227
	Iteration 0F: 2 clusters Score -4282898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4261111.500000 Penalty: 5141.564453
	Iteration 0F: 3 clusters Score -4261112 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4269215.500000 Penalty: 5141.564453
	Iteration 1F: 3 clusters Score -4269216 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4269660.000000 Penalty: 5141.564453
	Iteration 2Q: 3 clusters Score -4269660 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4270087.000000 Penalty: 5141.564453
	Iteration 3Q: 3 clusters Score -4270087 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4270485.000000 Penalty: 5141.564453
	Iteration 4Q: 3 clusters Score -4270485 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4270848.000000 Penalty: 5141.564453
	Iteration 5Q: 3 clusters Score -4270848 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4271255.000000 Penalty: 5141.564453
	Iteration 6Q: 3 clusters Score -4271255 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4271687.500000 Penalty: 5141.564453
	Iteration 7Q: 3 clusters Score -4271688 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4272264.000000 Penalty: 5141.564453
	Iteration 8Q: 3 clusters Score -4272264 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4273068.500000 Penalty: 5141.564453
	Iteration 9Q: 3 clusters Score -4273068 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4274128.000000 Penalty: 5141.564453
	Iteration 10F: 3 clusters Score -4274128 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4275419.000000 Penalty: 5141.564453
	Iteration 11F: 3 clusters Score -4275419 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4276585.000000 Penalty: 5141.564453
	Iteration 12F: 3 clusters Score -4276585 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4277218.500000 Penalty: 5141.564453
	Iteration 13Q: 3 clusters Score -4277218 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4277582.000000 Penalty: 5141.564453
	Iteration 14Q: 3 clusters Score -4277582 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4277807.500000 Penalty: 5141.564453
	Iteration 15Q: 3 clusters Score -4277808 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4277941.500000 Penalty: 5141.564453
	Iteration 16Q: 3 clusters Score -4277942 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4278069.000000 Penalty: 5141.564453
	Iteration 17Q: 3 clusters Score -4278069 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4278183.000000 Penalty: 5141.564453
	Iteration 18Q: 3 clusters Score -4278183 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4278271.000000 Penalty: 5141.564453
	Iteration 19Q: 3 clusters Score -4278271 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4278363.000000 Penalty: 5141.564453
	Iteration 20F: 3 clusters Score -4278363 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4278459.000000 Penalty: 5141.564453
	Iteration 21Q: 3 clusters Score -4278459 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -4278550.000000 Penalty: 5141.564453
	Iteration 22Q: 3 clusters Score -4278550 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4278615.500000 Penalty: 5141.564453
	Iteration 23Q: 3 clusters Score -4278616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4278689.000000 Penalty: 5141.564453
	Iteration 24Q: 3 clusters Score -4278689 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4278731.500000 Penalty: 5141.564453
	Iteration 25Q: 3 clusters Score -4278732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4278799.500000 Penalty: 5141.564453
	Iteration 26Q: 3 clusters Score -4278800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4278856.000000 Penalty: 5141.564453
	Iteration 27Q: 3 clusters Score -4278856 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4278919.000000 Penalty: 5141.564453
	Iteration 28Q: 3 clusters Score -4278919 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4278973.000000 Penalty: 5141.564453
	Iteration 29Q: 3 clusters Score -4278973 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4279041.000000 Penalty: 5141.564453
	Iteration 30Q: 3 clusters Score -4279041 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4279121.500000 Penalty: 5141.564453
	Iteration 31Q: 3 clusters Score -4279122 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4279235.500000 Penalty: 5141.564453
	Iteration 32Q: 3 clusters Score -4279236 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4279323.000000 Penalty: 5141.564453
	Iteration 33Q: 3 clusters Score -4279323 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4279407.000000 Penalty: 5141.564453
	Iteration 34Q: 3 clusters Score -4279407 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4279479.000000 Penalty: 5141.564453
	Iteration 35Q: 3 clusters Score -4279479 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4279562.000000 Penalty: 5141.564453
	Iteration 36Q: 3 clusters Score -4279562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4279637.000000 Penalty: 5141.564453
	Iteration 37Q: 3 clusters Score -4279637 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4279679.000000 Penalty: 5141.564453
	Iteration 38Q: 3 clusters Score -4279679 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4279742.000000 Penalty: 5141.564453
	Iteration 39Q: 3 clusters Score -4279742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4279789.000000 Penalty: 5141.564453
	Iteration 40F: 3 clusters Score -4279789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4279831.500000 Penalty: 5141.564453
	Iteration 41Q: 3 clusters Score -4279832 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -4279885.500000 Penalty: 5141.564453
	Iteration 42Q: 3 clusters Score -4279886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4279921.500000 Penalty: 5141.564453
	Iteration 43Q: 3 clusters Score -4279922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4279965.000000 Penalty: 5141.564453
	Iteration 44Q: 3 clusters Score -4279965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4279994.000000 Penalty: 5141.564453
	Iteration 45Q: 3 clusters Score -4279994 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4280050.500000 Penalty: 5141.564453
	Iteration 46Q: 3 clusters Score -4280050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4280120.000000 Penalty: 5141.564453
	Iteration 47Q: 3 clusters Score -4280120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4280179.500000 Penalty: 5141.564453
	Iteration 48Q: 3 clusters Score -4280180 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4280248.000000 Penalty: 5141.564453
	Iteration 49Q: 3 clusters Score -4280248 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4280274.500000 Penalty: 5141.564453
	Iteration 50Q: 3 clusters Score -4280274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4280343.000000 Penalty: 5141.564453
	Iteration 51Q: 3 clusters Score -4280343 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4280381.500000 Penalty: 5141.564453
	Iteration 52Q: 3 clusters Score -4280382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4280409.000000 Penalty: 5141.564453
	Iteration 53Q: 3 clusters Score -4280409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4280457.500000 Penalty: 5141.564453
	Iteration 54Q: 3 clusters Score -4280458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4280485.500000 Penalty: 5141.564453
	Iteration 55Q: 3 clusters Score -4280486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4280528.000000 Penalty: 5141.564453
	Iteration 56Q: 3 clusters Score -4280528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4280547.000000 Penalty: 5141.564453
	Iteration 57Q: 3 clusters Score -4280547 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4280581.000000 Penalty: 5141.564453
	Iteration 58Q: 3 clusters Score -4280581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4280605.500000 Penalty: 5141.564453
	Iteration 59Q: 3 clusters Score -4280606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4280626.000000 Penalty: 5141.564453
	Iteration 60F: 3 clusters Score -4280626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4280636.500000 Penalty: 5141.564453
	Iteration 61Q: 3 clusters Score -4280636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4280650.500000 Penalty: 5141.564453
	Iteration 62Q: 3 clusters Score -4280650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4280674.500000 Penalty: 5141.564453
	Iteration 63Q: 3 clusters Score -4280674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4280675.500000 Penalty: 5141.564453
	Iteration 64Q: 3 clusters Score -4280676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4280693.000000 Penalty: 5141.564453
	Iteration 65Q: 3 clusters Score -4280693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4280705.000000 Penalty: 5141.564453
	Iteration 66Q: 3 clusters Score -4280705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4280707.500000 Penalty: 5141.564453
	Iteration 67Q: 3 clusters Score -4280708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -4280716.500000 Penalty: 5141.564453
	Iteration 68Q: 3 clusters Score -4280716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4280728.500000 Penalty: 5141.564453
	Iteration 69Q: 3 clusters Score -4280728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -4280739.500000 Penalty: 5141.564453
	Iteration 70Q: 3 clusters Score -4280740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4280751.000000 Penalty: 5141.564453
	Iteration 71Q: 3 clusters Score -4280751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4280758.000000 Penalty: 5141.564453
	Iteration 72Q: 3 clusters Score -4280758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4280750.500000 Penalty: 5141.564453
	Iteration 73Q: 3 clusters Score -4280750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4280753.000000 Penalty: 5141.564453
	Iteration 74Q: 3 clusters Score -4280753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4280761.500000 Penalty: 5141.564453
	Iteration 75Q: 3 clusters Score -4280762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4280760.500000 Penalty: 5141.564453
	Iteration 76Q: 3 clusters Score -4280760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4280764.500000 Penalty: 5141.564453
	Iteration 77Q: 3 clusters Score -4280764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4280757.000000 Penalty: 5141.564453
	Iteration 78Q: 3 clusters Score -4280757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4280757.500000 Penalty: 5141.564453
	Iteration 79Q: 3 clusters Score -4280758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4280762.000000 Penalty: 5141.564453
	Iteration 80F: 3 clusters Score -4280762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4280766.000000 Penalty: 5141.564453
	Iteration 81Q: 3 clusters Score -4280766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4280771.000000 Penalty: 5141.564453
	Iteration 82Q: 3 clusters Score -4280771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4280772.000000 Penalty: 5141.564453
	Iteration 83Q: 3 clusters Score -4280772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4280775.500000 Penalty: 5141.564453
	Iteration 84Q: 3 clusters Score -4280776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4280776.000000 Penalty: 5141.564453
	Iteration 85Q: 3 clusters Score -4280776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4280778.500000 Penalty: 5141.564453
	Iteration 86Q: 3 clusters Score -4280778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4280784.500000 Penalty: 5141.564453
	Iteration 87Q: 3 clusters Score -4280784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4280787.500000 Penalty: 5141.564453
	Iteration 88Q: 3 clusters Score -4280788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -4280789.000000 Penalty: 5141.564453
	Iteration 89Q: 3 clusters Score -4280789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4280790.500000 Penalty: 5141.564453
	Iteration 90Q: 3 clusters Score -4280790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -4280796.500000 Penalty: 5141.564453
	Iteration 91Q: 3 clusters Score -4280796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4280787.500000 Penalty: 5141.564453
	Iteration 92Q: 3 clusters Score -4280788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4280793.000000 Penalty: 5141.564453
	Iteration 93Q: 3 clusters Score -4280793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4280793.000000 Penalty: 5141.564453
	Iteration 94Q: 3 clusters Score -4280793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4280793.000000 Penalty: 5141.564453
	Iteration 95Q: 3 clusters Score -4280793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4280792.500000 Penalty: 5141.564453
	Iteration 96Q: 3 clusters Score -4280792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4280794.000000 Penalty: 5141.564453
	Iteration 97Q: 3 clusters Score -4280794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4280797.000000 Penalty: 5141.564453
	Iteration 98Q: 3 clusters Score -4280797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4280797.500000 Penalty: 5141.564453
	Iteration 99Q: 3 clusters Score -4280798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4280798.000000 Penalty: 5141.564453
	Iteration 100F: 3 clusters Score -4280798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Entering Unmasked Estep 
Score: -22706500.000000 Penalty: 2988.164551
	Iteration 0F: 2 clusters Score -2.27065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -22597668.000000 Penalty: 5976.329102
	Iteration 0F: 3 clusters Score -2.259767e+07 nChanged 81854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -22645156.000000 Penalty: 5976.329102
	Iteration 1F: 3 clusters Score -2.264516e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -22646290.000000 Penalty: 5976.329102
	Iteration 2Q: 3 clusters Score -2.264629e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 91101 members 
Entering Unmasked Estep 
Score: -22647856.000000 Penalty: 5976.329102
	Iteration 3Q: 3 clusters Score -2.264786e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -22650026.000000 Penalty: 5976.329102
	Iteration 4Q: 3 clusters Score -2.265003e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -22653732.000000 Penalty: 5976.329102
	Iteration 5Q: 3 clusters Score -2.265373e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -22658574.000000 Penalty: 5976.329102
	Iteration 6Q: 3 clusters Score -2.265857e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -22664768.000000 Penalty: 5976.329102
	Iteration 7F: 3 clusters Score -2.266477e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -22671596.000000 Penalty: 5976.329102
	Iteration 8F: 3 clusters Score -2.26716e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -22677896.000000 Penalty: 5976.329102
	Iteration 9F: 3 clusters Score -2.26779e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -22682608.000000 Penalty: 5976.329102
	Iteration 10F: 3 clusters Score -2.268261e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -22685670.000000 Penalty: 5976.329102
	Iteration 11Q: 3 clusters Score -2.268567e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -22687020.000000 Penalty: 5976.329102
	Iteration 12Q: 3 clusters Score -2.268702e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -22687988.000000 Penalty: 5976.329102
	Iteration 13Q: 3 clusters Score -2.268799e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -22688564.000000 Penalty: 5976.329102
	Iteration 14Q: 3 clusters Score -2.268856e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -22689206.000000 Penalty: 5976.329102
	Iteration 15Q: 3 clusters Score -2.268921e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 128155 members 
Entering Unmasked Estep 
Score: -22689784.000000 Penalty: 5976.329102
	Iteration 16Q: 3 clusters Score -2.268978e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -22690316.000000 Penalty: 5976.329102
	Iteration 17Q: 3 clusters Score -2.269032e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -22690944.000000 Penalty: 5976.329102
	Iteration 18Q: 3 clusters Score -2.269094e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 134168 members 
Entering Unmasked Estep 
Score: -22691628.000000 Penalty: 5976.329102
	Iteration 19Q: 3 clusters Score -2.269163e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 136181 members 
Entering Unmasked Estep 
Score: -22692250.000000 Penalty: 5976.329102
	Iteration 20F: 3 clusters Score -2.269225e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -22692922.000000 Penalty: 5976.329102
	Iteration 21Q: 3 clusters Score -2.269292e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 140402 members 
Entering Unmasked Estep 
Score: -22693510.000000 Penalty: 5976.329102
	Iteration 22Q: 3 clusters Score -2.269351e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -22694284.000000 Penalty: 5976.329102
	Iteration 23Q: 3 clusters Score -2.269428e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -22695040.000000 Penalty: 5976.329102
	Iteration 24Q: 3 clusters Score -2.269504e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 146717 members 
Entering Unmasked Estep 
Score: -22695688.000000 Penalty: 5976.329102
	Iteration 25Q: 3 clusters Score -2.269569e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 148619 members 
Entering Unmasked Estep 
Score: -22696242.000000 Penalty: 5976.329102
	Iteration 26Q: 3 clusters Score -2.269624e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -22696832.000000 Penalty: 5976.329102
	Iteration 27Q: 3 clusters Score -2.269683e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -22697332.000000 Penalty: 5976.329102
	Iteration 28Q: 3 clusters Score -2.269733e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -22697892.000000 Penalty: 5976.329102
	Iteration 29Q: 3 clusters Score -2.269789e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -22698592.000000 Penalty: 5976.329102
	Iteration 30Q: 3 clusters Score -2.269859e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 157042 members 
Entering Unmasked Estep 
Score: -22699110.000000 Penalty: 5976.329102
	Iteration 31Q: 3 clusters Score -2.269911e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 158439 members 
Entering Unmasked Estep 
Score: -22699610.000000 Penalty: 5976.329102
	Iteration 32Q: 3 clusters Score -2.269961e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -22700138.000000 Penalty: 5976.329102
	Iteration 33Q: 3 clusters Score -2.270014e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -22700586.000000 Penalty: 5976.329102
	Iteration 34Q: 3 clusters Score -2.270059e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 161932 members 
Entering Unmasked Estep 
Score: -22700822.000000 Penalty: 5976.329102
	Iteration 35Q: 3 clusters Score -2.270082e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 162857 members 
Entering Unmasked Estep 
Score: -22701312.000000 Penalty: 5976.329102
	Iteration 36Q: 3 clusters Score -2.270131e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -22701684.000000 Penalty: 5976.329102
	Iteration 37Q: 3 clusters Score -2.270168e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -22701930.000000 Penalty: 5976.329102
	Iteration 38Q: 3 clusters Score -2.270193e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -22702154.000000 Penalty: 5976.329102
	Iteration 39Q: 3 clusters Score -2.270215e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -22702360.000000 Penalty: 5976.329102
	Iteration 40F: 3 clusters Score -2.270236e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -22702442.000000 Penalty: 5976.329102
	Iteration 41Q: 3 clusters Score -2.270244e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 166368 members 
Entering Unmasked Estep 
Score: -22702644.000000 Penalty: 5976.329102
	Iteration 42Q: 3 clusters Score -2.270264e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 166683 members 
Entering Unmasked Estep 
Score: -22702748.000000 Penalty: 5976.329102
	Iteration 43Q: 3 clusters Score -2.270275e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22702870.000000 Penalty: 5976.329102
	Iteration 44Q: 3 clusters Score -2.270287e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 167229 members 
Entering Unmasked Estep 
Score: -22702946.000000 Penalty: 5976.329102
	Iteration 45Q: 3 clusters Score -2.270295e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -22703014.000000 Penalty: 5976.329102
	Iteration 46Q: 3 clusters Score -2.270301e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -22703112.000000 Penalty: 5976.329102
	Iteration 47Q: 3 clusters Score -2.270311e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 167810 members 
Entering Unmasked Estep 
Score: -22703176.000000 Penalty: 5976.329102
	Iteration 48Q: 3 clusters Score -2.270318e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -22703232.000000 Penalty: 5976.329102
	Iteration 49Q: 3 clusters Score -2.270323e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -22703252.000000 Penalty: 5976.329102
	Iteration 50Q: 3 clusters Score -2.270325e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -22703312.000000 Penalty: 5976.329102
	Iteration 51Q: 3 clusters Score -2.270331e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -22703364.000000 Penalty: 5976.329102
	Iteration 52Q: 3 clusters Score -2.270336e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -22703374.000000 Penalty: 5976.329102
	Iteration 53Q: 3 clusters Score -2.270337e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -22703426.000000 Penalty: 5976.329102
	Iteration 54Q: 3 clusters Score -2.270343e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 168577 members 
Entering Unmasked Estep 
Score: -22703464.000000 Penalty: 5976.329102
	Iteration 55Q: 3 clusters Score -2.270346e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -22703448.000000 Penalty: 5976.329102
	Iteration 56Q: 3 clusters Score -2.270345e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -22703470.000000 Penalty: 5976.329102
	Iteration 57Q: 3 clusters Score -2.270347e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 168771 members 
Entering Unmasked Estep 
Score: -22703508.000000 Penalty: 5976.329102
	Iteration 58Q: 3 clusters Score -2.270351e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -22703538.000000 Penalty: 5976.329102
	Iteration 59Q: 3 clusters Score -2.270354e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -22703558.000000 Penalty: 5976.329102
	Iteration 60F: 3 clusters Score -2.270356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -22703584.000000 Penalty: 5976.329102
	Iteration 61Q: 3 clusters Score -2.270358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -22703626.000000 Penalty: 5976.329102
	Iteration 62Q: 3 clusters Score -2.270363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 169055 members 
Entering Unmasked Estep 
Score: -22703648.000000 Penalty: 5976.329102
	Iteration 63Q: 3 clusters Score -2.270365e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -22703706.000000 Penalty: 5976.329102
	Iteration 64Q: 3 clusters Score -2.270371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 169136 members 
Entering Unmasked Estep 
Score: -22703722.000000 Penalty: 5976.329102
	Iteration 65Q: 3 clusters Score -2.270372e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -22703696.000000 Penalty: 5976.329102
	Iteration 66Q: 3 clusters Score -2.27037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -22703748.000000 Penalty: 5976.329102
	Iteration 67Q: 3 clusters Score -2.270375e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -22703750.000000 Penalty: 5976.329102
	Iteration 68Q: 3 clusters Score -2.270375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -22703752.000000 Penalty: 5976.329102
	Iteration 69Q: 3 clusters Score -2.270375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -22703778.000000 Penalty: 5976.329102
	Iteration 70Q: 3 clusters Score -2.270378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 169253 members 
Entering Unmasked Estep 
Score: -22703792.000000 Penalty: 5976.329102
	Iteration 71Q: 3 clusters Score -2.270379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -22703808.000000 Penalty: 5976.329102
	Iteration 72Q: 3 clusters Score -2.270381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -22703812.000000 Penalty: 5976.329102
	Iteration 73Q: 3 clusters Score -2.270381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -22703810.000000 Penalty: 5976.329102
	Iteration 74Q: 3 clusters Score -2.270381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -22703810.000000 Penalty: 5976.329102
	Iteration 75Q: 3 clusters Score -2.270381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -22703812.000000 Penalty: 5976.329102
	Iteration 76Q: 3 clusters Score -2.270381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -22703820.000000 Penalty: 5976.329102
	Iteration 77Q: 3 clusters Score -2.270382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -22703828.000000 Penalty: 5976.329102
	Iteration 78Q: 3 clusters Score -2.270383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 169327 members 
Entering Unmasked Estep 
Score: -22703834.000000 Penalty: 5976.329102
	Iteration 79Q: 3 clusters Score -2.270383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -22703816.000000 Penalty: 5976.329102
	Iteration 80F: 3 clusters Score -2.270382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 169343 members 
Entering Unmasked Estep 
Score: -22703820.000000 Penalty: 5976.329102
	Iteration 81Q: 3 clusters Score -2.270382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 169349 members 
Entering Unmasked Estep 
Score: -22703832.000000 Penalty: 5976.329102
	Iteration 82Q: 3 clusters Score -2.270383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 169353 members 
Entering Unmasked Estep 
Score: -22703848.000000 Penalty: 5976.329102
	Iteration 83Q: 3 clusters Score -2.270385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -22703858.000000 Penalty: 5976.329102
	Iteration 84Q: 3 clusters Score -2.270386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -22703862.000000 Penalty: 5976.329102
	Iteration 85Q: 3 clusters Score -2.270386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -22703862.000000 Penalty: 5976.329102
	Iteration 86Q: 3 clusters Score -2.270386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 169364 members 
Entering Unmasked Estep 
Score: -22703868.000000 Penalty: 5976.329102
	Iteration 87Q: 3 clusters Score -2.270387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -22703880.000000 Penalty: 5976.329102
	Iteration 88Q: 3 clusters Score -2.270388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -22703870.000000 Penalty: 5976.329102
	Iteration 89Q: 3 clusters Score -2.270387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -22703882.000000 Penalty: 5976.329102
	Iteration 90Q: 3 clusters Score -2.270388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -22703864.000000 Penalty: 5976.329102
	Iteration 91Q: 3 clusters Score -2.270386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -22703866.000000 Penalty: 5976.329102
	Iteration 92Q: 3 clusters Score -2.270387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -22703872.000000 Penalty: 5976.329102
	Iteration 93Q: 3 clusters Score -2.270387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -22703870.000000 Penalty: 5976.329102
	Iteration 94Q: 3 clusters Score -2.270387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 169374 members 
Entering Unmasked Estep 
Score: -22703868.000000 Penalty: 5976.329102
	Iteration 95Q: 3 clusters Score -2.270387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -22703876.000000 Penalty: 5976.329102
	Iteration 96Q: 3 clusters Score -2.270388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -22703870.000000 Penalty: 5976.329102
	Iteration 97Q: 3 clusters Score -2.270387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 169380 members 
Entering Unmasked Estep 
Score: -22703870.000000 Penalty: 5976.329102
	Iteration 98Q: 3 clusters Score -2.270387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -22703882.000000 Penalty: 5976.329102
	Iteration 99Q: 3 clusters Score -2.270388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -22703878.000000 Penalty: 5976.329102
	Iteration 100F: 3 clusters Score -2.270388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -22703876.000000 Penalty: 5976.329102
	Iteration 101Q: 3 clusters Score -2.270388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -22703876.000000 Penalty: 5976.329102
	Iteration 102Q: 3 clusters Score -2.270388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 169392 members 
Entering Unmasked Estep 
Score: -22703884.000000 Penalty: 5976.329102
	Iteration 103Q: 3 clusters Score -2.270388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -22703890.000000 Penalty: 5976.329102
	Iteration 104Q: 3 clusters Score -2.270389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -22703886.000000 Penalty: 5976.329102
	Iteration 105Q: 3 clusters Score -2.270389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -22703898.000000 Penalty: 5976.329102
	Iteration 106Q: 3 clusters Score -2.27039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -22703898.000000 Penalty: 5976.329102
	Iteration 107Q: 3 clusters Score -2.27039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -22703906.000000 Penalty: 5976.329102
	Iteration 108Q: 3 clusters Score -2.270391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 169424 members 
Entering Unmasked Estep 
Score: -22703902.000000 Penalty: 5976.329102
	Iteration 109Q: 3 clusters Score -2.27039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 169428 members 
Entering Unmasked Estep 
Score: -22703900.000000 Penalty: 5976.329102
	Iteration 110Q: 3 clusters Score -2.27039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -22703886.000000 Penalty: 5976.329102
	Iteration 111Q: 3 clusters Score -2.270389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 169432 members 
Entering Unmasked Estep 
Score: -22703892.000000 Penalty: 5976.329102
	Iteration 112Q: 3 clusters Score -2.270389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -22703892.000000 Penalty: 5976.329102
	Iteration 113Q: 3 clusters Score -2.270389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -22703890.000000 Penalty: 5976.329102
	Iteration 114Q: 3 clusters Score -2.270389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -22703884.000000 Penalty: 5976.329102
	Iteration 115Q: 3 clusters Score -2.270388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -22703888.000000 Penalty: 5976.329102
	Iteration 116Q: 3 clusters Score -2.270389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -22703892.000000 Penalty: 5976.329102
	Iteration 117Q: 3 clusters Score -2.270389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 169438 members 
Entering Unmasked Estep 
Score: -22703898.000000 Penalty: 5976.329102
	Iteration 118Q: 3 clusters Score -2.27039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 169440 members 
Entering Unmasked Estep 
Score: -22703896.000000 Penalty: 5976.329102
	Iteration 119Q: 3 clusters Score -2.27039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -22703904.000000 Penalty: 5976.329102
	Iteration 120F: 3 clusters Score -2.27039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Entering Unmasked Estep 
Score: -6398378.000000 Penalty: 2670.735596
	Iteration 0F: 2 clusters Score -6398378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6366247.000000 Penalty: 5341.471191
	Iteration 0F: 3 clusters Score -6366247 nChanged 21956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6378376.000000 Penalty: 5341.471191
	Iteration 1F: 3 clusters Score -6378376 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -6379019.000000 Penalty: 5341.471191
	Iteration 2Q: 3 clusters Score -6379019 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6379798.500000 Penalty: 5341.471191
	Iteration 3Q: 3 clusters Score -6379798 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -6380823.500000 Penalty: 5341.471191
	Iteration 4Q: 3 clusters Score -6380824 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -6382057.000000 Penalty: 5341.471191
	Iteration 5Q: 3 clusters Score -6382057 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -6383549.500000 Penalty: 5341.471191
	Iteration 6F: 3 clusters Score -6383550 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6385202.000000 Penalty: 5341.471191
	Iteration 7F: 3 clusters Score -6385202 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -6386909.000000 Penalty: 5341.471191
	Iteration 8F: 3 clusters Score -6386909 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6388458.000000 Penalty: 5341.471191
	Iteration 9F: 3 clusters Score -6388458 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -6389682.000000 Penalty: 5341.471191
	Iteration 10Q: 3 clusters Score -6389682 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6390577.500000 Penalty: 5341.471191
	Iteration 11Q: 3 clusters Score -6390578 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -6391166.000000 Penalty: 5341.471191
	Iteration 12Q: 3 clusters Score -6391166 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -6391478.500000 Penalty: 5341.471191
	Iteration 13Q: 3 clusters Score -6391478 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6391652.000000 Penalty: 5341.471191
	Iteration 14Q: 3 clusters Score -6391652 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6391846.500000 Penalty: 5341.471191
	Iteration 15Q: 3 clusters Score -6391846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -6391976.500000 Penalty: 5341.471191
	Iteration 16Q: 3 clusters Score -6391976 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -6392163.000000 Penalty: 5341.471191
	Iteration 17Q: 3 clusters Score -6392163 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6392337.000000 Penalty: 5341.471191
	Iteration 18Q: 3 clusters Score -6392337 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -6392482.000000 Penalty: 5341.471191
	Iteration 19Q: 3 clusters Score -6392482 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -6392598.000000 Penalty: 5341.471191
	Iteration 20F: 3 clusters Score -6392598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -6392741.000000 Penalty: 5341.471191
	Iteration 21Q: 3 clusters Score -6392741 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -6392893.500000 Penalty: 5341.471191
	Iteration 22Q: 3 clusters Score -6392894 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6393060.000000 Penalty: 5341.471191
	Iteration 23Q: 3 clusters Score -6393060 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -6393209.500000 Penalty: 5341.471191
	Iteration 24Q: 3 clusters Score -6393210 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -6393364.500000 Penalty: 5341.471191
	Iteration 25Q: 3 clusters Score -6393364 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -6393520.500000 Penalty: 5341.471191
	Iteration 26Q: 3 clusters Score -6393520 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -6393665.500000 Penalty: 5341.471191
	Iteration 27Q: 3 clusters Score -6393666 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -6393844.000000 Penalty: 5341.471191
	Iteration 28Q: 3 clusters Score -6393844 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6393979.500000 Penalty: 5341.471191
	Iteration 29Q: 3 clusters Score -6393980 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6394138.500000 Penalty: 5341.471191
	Iteration 30Q: 3 clusters Score -6394138 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6394315.000000 Penalty: 5341.471191
	Iteration 31Q: 3 clusters Score -6394315 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -6394533.000000 Penalty: 5341.471191
	Iteration 32Q: 3 clusters Score -6394533 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6394673.000000 Penalty: 5341.471191
	Iteration 33Q: 3 clusters Score -6394673 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6394798.000000 Penalty: 5341.471191
	Iteration 34Q: 3 clusters Score -6394798 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -6394953.500000 Penalty: 5341.471191
	Iteration 35Q: 3 clusters Score -6394954 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -6395077.500000 Penalty: 5341.471191
	Iteration 36Q: 3 clusters Score -6395078 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6395178.500000 Penalty: 5341.471191
	Iteration 37Q: 3 clusters Score -6395178 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -6395323.000000 Penalty: 5341.471191
	Iteration 38Q: 3 clusters Score -6395323 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6395426.000000 Penalty: 5341.471191
	Iteration 39Q: 3 clusters Score -6395426 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6395550.500000 Penalty: 5341.471191
	Iteration 40F: 3 clusters Score -6395550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6395627.000000 Penalty: 5341.471191
	Iteration 41Q: 3 clusters Score -6395627 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -6395684.000000 Penalty: 5341.471191
	Iteration 42Q: 3 clusters Score -6395684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6395764.000000 Penalty: 5341.471191
	Iteration 43Q: 3 clusters Score -6395764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6395809.000000 Penalty: 5341.471191
	Iteration 44Q: 3 clusters Score -6395809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6395852.000000 Penalty: 5341.471191
	Iteration 45Q: 3 clusters Score -6395852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6395884.000000 Penalty: 5341.471191
	Iteration 46Q: 3 clusters Score -6395884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -6395915.000000 Penalty: 5341.471191
	Iteration 47Q: 3 clusters Score -6395915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -6395951.000000 Penalty: 5341.471191
	Iteration 48Q: 3 clusters Score -6395951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6395968.500000 Penalty: 5341.471191
	Iteration 49Q: 3 clusters Score -6395968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6395977.000000 Penalty: 5341.471191
	Iteration 50Q: 3 clusters Score -6395977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6396005.500000 Penalty: 5341.471191
	Iteration 51Q: 3 clusters Score -6396006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6396019.000000 Penalty: 5341.471191
	Iteration 52Q: 3 clusters Score -6396019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -6396027.500000 Penalty: 5341.471191
	Iteration 53Q: 3 clusters Score -6396028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -6396036.000000 Penalty: 5341.471191
	Iteration 54Q: 3 clusters Score -6396036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6396046.000000 Penalty: 5341.471191
	Iteration 55Q: 3 clusters Score -6396046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -6396058.000000 Penalty: 5341.471191
	Iteration 56Q: 3 clusters Score -6396058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6396061.000000 Penalty: 5341.471191
	Iteration 57Q: 3 clusters Score -6396061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -6396069.000000 Penalty: 5341.471191
	Iteration 58Q: 3 clusters Score -6396069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6396078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6396076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6396086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6396080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6396087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6396098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6396086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6396099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6396102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6396100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6396100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6396104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6396106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6396104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6396109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6396112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6396114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6396119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6396119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6396116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6396117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6396117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 179051 members 
Mstep: Class 6 contains 109494 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 43935 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 15 contains 95936 members 
Mstep: Class 16 contains 184598 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 170937 members 
Mstep: Class 19 contains 47529 members 
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Iteration 79Q: 20 clusters Score -1.352496e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 179074 members 
Mstep: Class 6 contains 109621 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 80511 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 96099 members 
Mstep: Class 16 contains 184854 members 
Mstep: Class 17 contains 31770 members 
Mstep: Class 18 contains 171156 members 
Mstep: Class 19 contains 47501 members 
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Iteration 80F: 20 clusters Score -1.3525e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 179140 members 
Mstep: Class 6 contains 109732 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5747 members 
Mstep: Class 9 contains 44037 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 79770 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 96243 members 
Mstep: Class 16 contains 185023 members 
Mstep: Class 17 contains 31781 members 
Mstep: Class 18 contains 171364 members 
Mstep: Class 19 contains 47479 members 
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Iteration 81Q: 20 clusters Score -1.352504e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 4272 members 
Mstep: Class 4 contains 18566 members 
Mstep: Class 5 contains 179173 members 
Mstep: Class 6 contains 109873 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 44086 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 79048 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 96359 members 
Mstep: Class 16 contains 185203 members 
Mstep: Class 17 contains 31799 members 
Mstep: Class 18 contains 171571 members 
Mstep: Class 19 contains 47468 members 
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Iteration 82Q: 20 clusters Score -1.352504e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 179204 members 
Mstep: Class 6 contains 109993 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5694 members 
Mstep: Class 9 contains 44126 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 78391 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 96452 members 
Mstep: Class 16 contains 185377 members 
Mstep: Class 17 contains 31814 members 
Mstep: Class 18 contains 171784 members 
Mstep: Class 19 contains 47461 members 
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Iteration 83Q: 20 clusters Score -1.352503e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 18554 members 
Mstep: Class 5 contains 179232 members 
Mstep: Class 6 contains 110138 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5657 members 
Mstep: Class 9 contains 44141 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 77791 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 96537 members 
Mstep: Class 16 contains 185513 members 
Mstep: Class 17 contains 31815 members 
Mstep: Class 18 contains 171997 members 
Mstep: Class 19 contains 47479 members 
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Iteration 84Q: 20 clusters Score -1.352503e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 179253 members 
Mstep: Class 6 contains 110269 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 44164 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 77225 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 96642 members 
Mstep: Class 16 contains 185661 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 172181 members 
Mstep: Class 19 contains 47477 members 
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Iteration 85Q: 20 clusters Score -1.352505e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 179312 members 
Mstep: Class 6 contains 110412 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 44190 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 76686 members 
Mstep: Class 12 contains 989 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 96745 members 
Mstep: Class 16 contains 185757 members 
Mstep: Class 17 contains 31801 members 
Mstep: Class 18 contains 172326 members 
Mstep: Class 19 contains 47474 members 
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Iteration 86Q: 20 clusters Score -1.352504e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 179367 members 
Mstep: Class 6 contains 110562 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 44224 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 76158 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 96838 members 
Mstep: Class 16 contains 185832 members 
Mstep: Class 17 contains 31800 members 
Mstep: Class 18 contains 172483 members 
Mstep: Class 19 contains 47469 members 
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Iteration 87Q: 20 clusters Score -1.352503e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 18522 members 
Mstep: Class 5 contains 179460 members 
Mstep: Class 6 contains 110723 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 44234 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 75668 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 96909 members 
Mstep: Class 16 contains 185918 members 
Mstep: Class 17 contains 31790 members 
Mstep: Class 18 contains 172590 members 
Mstep: Class 19 contains 47469 members 
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Iteration 88Q: 20 clusters Score -1.352505e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 18500 members 
Mstep: Class 5 contains 179525 members 
Mstep: Class 6 contains 110886 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 44261 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 75224 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 96976 members 
Mstep: Class 16 contains 186007 members 
Mstep: Class 17 contains 31779 members 
Mstep: Class 18 contains 172682 members 
Mstep: Class 19 contains 47456 members 
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Iteration 89Q: 20 clusters Score -1.352502e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 18487 members 
Mstep: Class 5 contains 179591 members 
Mstep: Class 6 contains 111031 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 74808 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97043 members 
Mstep: Class 16 contains 186086 members 
Mstep: Class 17 contains 31766 members 
Mstep: Class 18 contains 172772 members 
Mstep: Class 19 contains 47442 members 
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Iteration 90Q: 20 clusters Score -1.352502e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 18485 members 
Mstep: Class 5 contains 179642 members 
Mstep: Class 6 contains 111169 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 44289 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 74441 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97117 members 
Mstep: Class 16 contains 186130 members 
Mstep: Class 17 contains 31745 members 
Mstep: Class 18 contains 172852 members 
Mstep: Class 19 contains 47443 members 
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Iteration 91Q: 20 clusters Score -1.352503e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 179668 members 
Mstep: Class 6 contains 111295 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 74108 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97204 members 
Mstep: Class 16 contains 186122 members 
Mstep: Class 17 contains 31724 members 
Mstep: Class 18 contains 172976 members 
Mstep: Class 19 contains 47431 members 
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Iteration 92Q: 20 clusters Score -1.352504e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 179679 members 
Mstep: Class 6 contains 111424 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 73816 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97288 members 
Mstep: Class 16 contains 186087 members 
Mstep: Class 17 contains 31722 members 
Mstep: Class 18 contains 173065 members 
Mstep: Class 19 contains 47414 members 
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Iteration 93Q: 20 clusters Score -1.352504e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18487 members 
Mstep: Class 5 contains 179705 members 
Mstep: Class 6 contains 111560 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 44412 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 73525 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97380 members 
Mstep: Class 16 contains 186073 members 
Mstep: Class 17 contains 31716 members 
Mstep: Class 18 contains 173114 members 
Mstep: Class 19 contains 47394 members 
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Iteration 94Q: 20 clusters Score -1.352504e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 18483 members 
Mstep: Class 5 contains 179717 members 
Mstep: Class 6 contains 111663 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 44444 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 73259 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97485 members 
Mstep: Class 16 contains 186041 members 
Mstep: Class 17 contains 31715 members 
Mstep: Class 18 contains 173169 members 
Mstep: Class 19 contains 47401 members 
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Iteration 95Q: 20 clusters Score -1.352502e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 18487 members 
Mstep: Class 5 contains 179738 members 
Mstep: Class 6 contains 111776 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5184 members 
Mstep: Class 9 contains 44484 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 73024 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97544 members 
Mstep: Class 16 contains 185995 members 
Mstep: Class 17 contains 31716 members 
Mstep: Class 18 contains 173231 members 
Mstep: Class 19 contains 47403 members 
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Iteration 96Q: 20 clusters Score -1.352504e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 18490 members 
Mstep: Class 5 contains 179797 members 
Mstep: Class 6 contains 111871 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5140 members 
Mstep: Class 9 contains 44512 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 72782 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97585 members 
Mstep: Class 16 contains 185980 members 
Mstep: Class 17 contains 31711 members 
Mstep: Class 18 contains 173305 members 
Mstep: Class 19 contains 47382 members 
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Iteration 97Q: 20 clusters Score -1.352505e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 18494 members 
Mstep: Class 5 contains 179810 members 
Mstep: Class 6 contains 111946 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 44534 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 72549 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97639 members 
Mstep: Class 16 contains 185972 members 
Mstep: Class 17 contains 31703 members 
Mstep: Class 18 contains 173411 members 
Mstep: Class 19 contains 47369 members 
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Iteration 98Q: 20 clusters Score -1.352507e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 179827 members 
Mstep: Class 6 contains 112007 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 44558 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 72344 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 97693 members 
Mstep: Class 16 contains 185977 members 
Mstep: Class 17 contains 31688 members 
Mstep: Class 18 contains 173485 members 
Mstep: Class 19 contains 47355 members 
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Iteration 99Q: 20 clusters Score -1.352508e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 18499 members 
Mstep: Class 5 contains 179840 members 
Mstep: Class 6 contains 112078 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 44570 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 72157 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 97761 members 
Mstep: Class 16 contains 185952 members 
Mstep: Class 17 contains 31681 members 
Mstep: Class 18 contains 173547 members 
Mstep: Class 19 contains 47351 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.352509e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 18489 members 
Mstep: Class 5 contains 179867 members 
Mstep: Class 6 contains 112136 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4991 members 
Mstep: Class 9 contains 44576 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71993 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 97833 members 
Mstep: Class 16 contains 185940 members 
Mstep: Class 17 contains 31672 members 
Mstep: Class 18 contains 173582 members 
Mstep: Class 19 contains 47347 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.35251e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 18465 members 
Mstep: Class 5 contains 179855 members 
Mstep: Class 6 contains 112184 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4957 members 
Mstep: Class 9 contains 44578 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71850 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 97905 members 
Mstep: Class 16 contains 185964 members 
Mstep: Class 17 contains 31658 members 
Mstep: Class 18 contains 173630 members 
Mstep: Class 19 contains 47351 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.352509e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 18467 members 
Mstep: Class 5 contains 179825 members 
Mstep: Class 6 contains 112224 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 44587 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71712 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 97972 members 
Mstep: Class 16 contains 185966 members 
Mstep: Class 17 contains 31658 members 
Mstep: Class 18 contains 173688 members 
Mstep: Class 19 contains 47342 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.35251e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 18466 members 
Mstep: Class 5 contains 179791 members 
Mstep: Class 6 contains 112261 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 44600 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71565 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98032 members 
Mstep: Class 16 contains 185971 members 
Mstep: Class 17 contains 31653 members 
Mstep: Class 18 contains 173786 members 
Mstep: Class 19 contains 47328 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.35251e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 18454 members 
Mstep: Class 5 contains 179768 members 
Mstep: Class 6 contains 112309 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4860 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71451 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 185967 members 
Mstep: Class 17 contains 31646 members 
Mstep: Class 18 contains 173853 members 
Mstep: Class 19 contains 47310 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.352509e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 18445 members 
Mstep: Class 5 contains 179760 members 
Mstep: Class 6 contains 112343 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71346 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98144 members 
Mstep: Class 16 contains 185947 members 
Mstep: Class 17 contains 31634 members 
Mstep: Class 18 contains 173939 members 
Mstep: Class 19 contains 47292 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.352511e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 179737 members 
Mstep: Class 6 contains 112387 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71221 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1116 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98197 members 
Mstep: Class 16 contains 185912 members 
Mstep: Class 17 contains 31637 members 
Mstep: Class 18 contains 174019 members 
Mstep: Class 19 contains 47286 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.352512e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 179729 members 
Mstep: Class 6 contains 112412 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4748 members 
Mstep: Class 9 contains 44663 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71109 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98259 members 
Mstep: Class 16 contains 185853 members 
Mstep: Class 17 contains 31636 members 
Mstep: Class 18 contains 174123 members 
Mstep: Class 19 contains 47267 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.352513e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 18428 members 
Mstep: Class 5 contains 179754 members 
Mstep: Class 6 contains 112432 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 44688 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 71005 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98309 members 
Mstep: Class 16 contains 185806 members 
Mstep: Class 17 contains 31630 members 
Mstep: Class 18 contains 174192 members 
Mstep: Class 19 contains 47243 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.352513e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 18423 members 
Mstep: Class 5 contains 179757 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 44700 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 70894 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98374 members 
Mstep: Class 16 contains 185767 members 
Mstep: Class 17 contains 31631 members 
Mstep: Class 18 contains 174242 members 
Mstep: Class 19 contains 47238 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -1.352512e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 18420 members 
Mstep: Class 5 contains 179727 members 
Mstep: Class 6 contains 112461 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 44724 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 70797 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98426 members 
Mstep: Class 16 contains 185725 members 
Mstep: Class 17 contains 31619 members 
Mstep: Class 18 contains 174345 members 
Mstep: Class 19 contains 47233 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -1.352512e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 18425 members 
Mstep: Class 5 contains 179713 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 44747 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 70704 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98472 members 
Mstep: Class 16 contains 185691 members 
Mstep: Class 17 contains 31615 members 
Mstep: Class 18 contains 174414 members 
Mstep: Class 19 contains 47231 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -1.352511e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 179714 members 
Mstep: Class 6 contains 112481 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 44750 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 70632 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98515 members 
Mstep: Class 16 contains 185635 members 
Mstep: Class 17 contains 31616 members 
Mstep: Class 18 contains 174481 members 
Mstep: Class 19 contains 47228 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -1.35251e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 18443 members 
Mstep: Class 5 contains 179697 members 
Mstep: Class 6 contains 112477 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 44763 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 70553 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98559 members 
Mstep: Class 16 contains 185601 members 
Mstep: Class 17 contains 31624 members 
Mstep: Class 18 contains 174566 members 
Mstep: Class 19 contains 47218 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -1.352508e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 179687 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 44774 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 70479 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98604 members 
Mstep: Class 16 contains 185526 members 
Mstep: Class 17 contains 31630 members 
Mstep: Class 18 contains 174680 members 
Mstep: Class 19 contains 47225 members 
Entering Unmasked Estep 
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Iteration 115Q: 20 clusters Score -1.352506e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 18452 members 
Mstep: Class 5 contains 179642 members 
Mstep: Class 6 contains 112463 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 44789 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 70397 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98633 members 
Mstep: Class 16 contains 185522 members 
Mstep: Class 17 contains 31631 members 
Mstep: Class 18 contains 174760 members 
Mstep: Class 19 contains 47232 members 
Entering Unmasked Estep 
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Iteration 116Q: 20 clusters Score -1.352506e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 179606 members 
Mstep: Class 6 contains 112452 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 44796 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 70332 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98680 members 
Mstep: Class 16 contains 185497 members 
Mstep: Class 17 contains 31614 members 
Mstep: Class 18 contains 174853 members 
Mstep: Class 19 contains 47239 members 
Entering Unmasked Estep 
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Iteration 117Q: 20 clusters Score -1.352507e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 18475 members 
Mstep: Class 5 contains 179573 members 
Mstep: Class 6 contains 112446 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 44802 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70253 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98704 members 
Mstep: Class 16 contains 185505 members 
Mstep: Class 17 contains 31602 members 
Mstep: Class 18 contains 174963 members 
Mstep: Class 19 contains 47239 members 
Entering Unmasked Estep 
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Iteration 118Q: 20 clusters Score -1.352507e+08 nChanged 758
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (55771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Entering Unmasked Estep 
Score: -7228782.500000 Penalty: 2710.394287
	Iteration 0F: 2 clusters Score -7228782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -7191327.000000 Penalty: 5420.788574
	Iteration 0F: 3 clusters Score -7191327 nChanged 25667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7205354 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7205840 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7206266 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7206652 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7207126 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7207738.000000 Penalty: 5420.788574
	Iteration 6Q: 3 clusters Score -7207738 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7208510 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -7209895.000000 Penalty: 5420.788574
	Iteration 8Q: 3 clusters Score -7209895 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7212090 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7215402 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7219172 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -7222470 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7224486 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7225480 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7225960 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7226160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7226254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7226298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7226338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7226362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7226394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7226410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7226418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7226432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7226448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7226460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7226462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7226470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7226474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7226472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7226477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7226483.000000 Penalty: 5420.788574
	Iteration 32Q: 3 clusters Score -7226483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7226498.500000 Penalty: 5420.788574
	Iteration 33Q: 3 clusters Score -7226498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7226506.000000 Penalty: 5420.788574
	Iteration 34Q: 3 clusters Score -7226506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7226506.500000 Penalty: 5420.788574
	Iteration 35Q: 3 clusters Score -7226506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7226508.500000 Penalty: 5420.788574
	Iteration 36Q: 3 clusters Score -7226508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7226518.500000 Penalty: 5420.788574
	Iteration 37Q: 3 clusters Score -7226518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7226526.000000 Penalty: 5420.788574
	Iteration 38Q: 3 clusters Score -7226526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7226522.000000 Penalty: 5420.788574
	Iteration 39Q: 3 clusters Score -7226522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7226524.000000 Penalty: 5420.788574
	Iteration 40F: 3 clusters Score -7226524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7226522.500000 Penalty: 5420.788574
	Iteration 41Q: 3 clusters Score -7226522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7226527.000000 Penalty: 5420.788574
	Iteration 42Q: 3 clusters Score -7226527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7226527.000000 Penalty: 5420.788574
	Iteration 43F: 3 clusters Score -7226527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -136146.812500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -136146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134304.093750 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -134304.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135872.015625 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -135872 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136715.703125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -136715.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -137001.078125 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -137001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -137139.843750 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -137139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -137194.421875 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -137194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -137197.171875 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -137197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -137197.171875 Penalty: 3497.290771
	Iteration 7F: 3 clusters Score -137197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 140 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 179537 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70183 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98730 members 
Mstep: Class 16 contains 185494 members 
Mstep: Class 17 contains 31590 members 
Mstep: Class 18 contains 175059 members 
Mstep: Class 19 contains 47234 members 
Mstep: Class 20 contains 1014 members 
Entering Unmasked Estep 
Score: -135250000.000000 Penalty: 68693.328125
Splitting cluster 2 changes total score from -135250720.000000 to -135250000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -576849.562500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -576849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -572596.437500 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -572596.4 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -573524.250000 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -573524.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -573708.312500 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -573708.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -573833.562500 Penalty: 4175.783691
	Iteration 3Q: 3 clusters Score -573833.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -573926.437500 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -573926.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -573982.125000 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -573982.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -574037.062500 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -574037.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -574088.625000 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -574088.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -574154.312500 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -574154.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -574226.250000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -574226.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -574300.937500 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -574300.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -574368.000000 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -574368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -574428.000000 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -574428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -574490.000000 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -574490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -574544.937500 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -574544.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -574603.812500 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -574603.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574653.750000 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -574653.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -574697.125000 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -574697.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -574728.750000 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -574728.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -574756.875000 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -574756.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -574777.625000 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -574777.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -574792.187500 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -574792.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -574806.062500 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -574806.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -574820.250000 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -574820.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -574835.000000 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -574835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -574847.500000 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -574847.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -574856.750000 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -574856.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -574867.875000 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -574867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -574875.062500 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -574875.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -574881.187500 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -574881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -574884.437500 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -574884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -574889.812500 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -574889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -574895.000000 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -574895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -574900.812500 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -574900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -574906.500000 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -574906.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -574913.750000 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -574913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -574920.500000 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -574920.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -574925.750000 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -574925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -574930.000000 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -574930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -574933.062500 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -574933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -574937.437500 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -574937.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -574945.312500 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -574945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -574951.312500 Penalty: 4175.783691
	Iteration 42Q: 3 clusters Score -574951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -574954.750000 Penalty: 4175.783691
	Iteration 43Q: 3 clusters Score -574954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -574959.500000 Penalty: 4175.783691
	Iteration 44Q: 3 clusters Score -574959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -574959.937500 Penalty: 4175.783691
	Iteration 45Q: 3 clusters Score -574959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -574962.937500 Penalty: 4175.783691
	Iteration 46Q: 3 clusters Score -574962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -574963.875000 Penalty: 4175.783691
	Iteration 47Q: 3 clusters Score -574963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -574965.000000 Penalty: 4175.783691
	Iteration 48Q: 3 clusters Score -574965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -574966.875000 Penalty: 4175.783691
	Iteration 49Q: 3 clusters Score -574966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -574968.187500 Penalty: 4175.783691
	Iteration 50Q: 3 clusters Score -574968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -574970.750000 Penalty: 4175.783691
	Iteration 51Q: 3 clusters Score -574970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -574971.812500 Penalty: 4175.783691
	Iteration 52Q: 3 clusters Score -574971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -574972.750000 Penalty: 4175.783691
	Iteration 53Q: 3 clusters Score -574972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -574972.625000 Penalty: 4175.783691
	Iteration 54Q: 3 clusters Score -574972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -574973.250000 Penalty: 4175.783691
	Iteration 55Q: 3 clusters Score -574973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -574973.937500 Penalty: 4175.783691
	Iteration 56Q: 3 clusters Score -574973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -574975.625000 Penalty: 4175.783691
	Iteration 57Q: 3 clusters Score -574975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -574976.250000 Penalty: 4175.783691
	Iteration 58Q: 3 clusters Score -574976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -574978.125000 Penalty: 4175.783691
	Iteration 59Q: 3 clusters Score -574978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -574977.375000 Penalty: 4175.783691
	Iteration 60F: 3 clusters Score -574977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -574979.062500 Penalty: 4175.783691
	Iteration 61Q: 3 clusters Score -574979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -574981.125000 Penalty: 4175.783691
	Iteration 62Q: 3 clusters Score -574981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -574980.437500 Penalty: 4175.783691
	Iteration 63Q: 3 clusters Score -574980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -574980.812500 Penalty: 4175.783691
	Iteration 64Q: 3 clusters Score -574980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -574980.812500 Penalty: 4175.783691
	Iteration 65Q: 3 clusters Score -574980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -574981.187500 Penalty: 4175.783691
	Iteration 66Q: 3 clusters Score -574981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -574983.250000 Penalty: 4175.783691
	Iteration 67Q: 3 clusters Score -574983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -574982.687500 Penalty: 4175.783691
	Iteration 68Q: 3 clusters Score -574982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -574983.562500 Penalty: 4175.783691
	Iteration 69Q: 3 clusters Score -574983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -574984.375000 Penalty: 4175.783691
	Iteration 70Q: 3 clusters Score -574984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -574984.187500 Penalty: 4175.783691
	Iteration 71Q: 3 clusters Score -574984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -574985.125000 Penalty: 4175.783691
	Iteration 72Q: 3 clusters Score -574985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -574985.562500 Penalty: 4175.783691
	Iteration 73Q: 3 clusters Score -574985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -574985.250000 Penalty: 4175.783691
	Iteration 74Q: 3 clusters Score -574985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -574986.375000 Penalty: 4175.783691
	Iteration 75Q: 3 clusters Score -574986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -574985.187500 Penalty: 4175.783691
	Iteration 76Q: 3 clusters Score -574985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -574987.312500 Penalty: 4175.783691
	Iteration 77Q: 3 clusters Score -574987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -574989.687500 Penalty: 4175.783691
	Iteration 78Q: 3 clusters Score -574989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -574989.750000 Penalty: 4175.783691
	Iteration 79Q: 3 clusters Score -574989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -574989.750000 Penalty: 4175.783691
	Iteration 80F: 3 clusters Score -574989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Entering Unmasked Estep 
Score: -2364657.000000 Penalty: 2436.489014
	Iteration 0F: 2 clusters Score -2364657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2351374.250000 Penalty: 4872.978027
	Iteration 0F: 3 clusters Score -2351374 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2355851.000000 Penalty: 4872.978027
	Iteration 1F: 3 clusters Score -2355851 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2356265.250000 Penalty: 4872.978027
	Iteration 2F: 3 clusters Score -2356265 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2356674.250000 Penalty: 4872.978027
	Iteration 3F: 3 clusters Score -2356674 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2357024.750000 Penalty: 4872.978027
	Iteration 4Q: 3 clusters Score -2357025 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2357398.250000 Penalty: 4872.978027
	Iteration 5Q: 3 clusters Score -2357398 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2357807.750000 Penalty: 4872.978027
	Iteration 6Q: 3 clusters Score -2357808 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2358331.000000 Penalty: 4872.978027
	Iteration 7Q: 3 clusters Score -2358331 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2359047.750000 Penalty: 4872.978027
	Iteration 8F: 3 clusters Score -2359048 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2359809.500000 Penalty: 4872.978027
	Iteration 9F: 3 clusters Score -2359810 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2360518.500000 Penalty: 4872.978027
	Iteration 10Q: 3 clusters Score -2360518 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2361196.750000 Penalty: 4872.978027
	Iteration 11Q: 3 clusters Score -2361197 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2361689.500000 Penalty: 4872.978027
	Iteration 12Q: 3 clusters Score -2361690 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2362021.500000 Penalty: 4872.978027
	Iteration 13Q: 3 clusters Score -2362022 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2362228.000000 Penalty: 4872.978027
	Iteration 14Q: 3 clusters Score -2362228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2362370.250000 Penalty: 4872.978027
	Iteration 15Q: 3 clusters Score -2362370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2362463.750000 Penalty: 4872.978027
	Iteration 16Q: 3 clusters Score -2362464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2362539.750000 Penalty: 4872.978027
	Iteration 17Q: 3 clusters Score -2362540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2362593.000000 Penalty: 4872.978027
	Iteration 18Q: 3 clusters Score -2362593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2362634.500000 Penalty: 4872.978027
	Iteration 19Q: 3 clusters Score -2362634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2362669.500000 Penalty: 4872.978027
	Iteration 20F: 3 clusters Score -2362670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2362685.500000 Penalty: 4872.978027
	Iteration 21Q: 3 clusters Score -2362686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2362705.000000 Penalty: 4872.978027
	Iteration 22Q: 3 clusters Score -2362705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2362723.750000 Penalty: 4872.978027
	Iteration 23Q: 3 clusters Score -2362724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2362737.500000 Penalty: 4872.978027
	Iteration 24Q: 3 clusters Score -2362738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2362749.500000 Penalty: 4872.978027
	Iteration 25Q: 3 clusters Score -2362750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2362760.500000 Penalty: 4872.978027
	Iteration 26Q: 3 clusters Score -2362760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2362771.750000 Penalty: 4872.978027
	Iteration 27Q: 3 clusters Score -2362772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2362784.750000 Penalty: 4872.978027
	Iteration 28Q: 3 clusters Score -2362785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2362787.750000 Penalty: 4872.978027
	Iteration 29Q: 3 clusters Score -2362788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2362788.750000 Penalty: 4872.978027
	Iteration 30Q: 3 clusters Score -2362789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2362793.500000 Penalty: 4872.978027
	Iteration 31Q: 3 clusters Score -2362794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2362794.500000 Penalty: 4872.978027
	Iteration 32Q: 3 clusters Score -2362794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2362795.250000 Penalty: 4872.978027
	Iteration 33Q: 3 clusters Score -2362795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2362799.500000 Penalty: 4872.978027
	Iteration 34Q: 3 clusters Score -2362800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2362799.750000 Penalty: 4872.978027
	Iteration 35Q: 3 clusters Score -2362800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2362799.750000 Penalty: 4872.978027
	Iteration 36Q: 3 clusters Score -2362800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2362800.750000 Penalty: 4872.978027
	Iteration 37Q: 3 clusters Score -2362801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2362800.750000 Penalty: 4872.978027
	Iteration 38F: 3 clusters Score -2362801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (179537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Entering Unmasked Estep 
Score: -23922194.000000 Penalty: 3000.337891
	Iteration 0F: 2 clusters Score -2.392219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -23813274.000000 Penalty: 6000.675781
	Iteration 0F: 3 clusters Score -2.381327e+07 nChanged 86281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -23863556.000000 Penalty: 6000.675781
	Iteration 1F: 3 clusters Score -2.386356e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -23864520.000000 Penalty: 6000.675781
	Iteration 2Q: 3 clusters Score -2.386452e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -23865758.000000 Penalty: 6000.675781
	Iteration 3Q: 3 clusters Score -2.386576e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -23867490.000000 Penalty: 6000.675781
	Iteration 4Q: 3 clusters Score -2.386749e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -23869612.000000 Penalty: 6000.675781
	Iteration 5Q: 3 clusters Score -2.386961e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -23872888.000000 Penalty: 6000.675781
	Iteration 6Q: 3 clusters Score -2.387289e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -23877094.000000 Penalty: 6000.675781
	Iteration 7Q: 3 clusters Score -2.387709e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -23883572.000000 Penalty: 6000.675781
	Iteration 8F: 3 clusters Score -2.388357e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -23892190.000000 Penalty: 6000.675781
	Iteration 9F: 3 clusters Score -2.389219e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -23901154.000000 Penalty: 6000.675781
	Iteration 10F: 3 clusters Score -2.390115e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -23908078.000000 Penalty: 6000.675781
	Iteration 11F: 3 clusters Score -2.390808e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -23911844.000000 Penalty: 6000.675781
	Iteration 12Q: 3 clusters Score -2.391184e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -23913644.000000 Penalty: 6000.675781
	Iteration 13Q: 3 clusters Score -2.391364e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -23914746.000000 Penalty: 6000.675781
	Iteration 14Q: 3 clusters Score -2.391475e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -23915388.000000 Penalty: 6000.675781
	Iteration 15Q: 3 clusters Score -2.391539e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132115 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -23915656.000000 Penalty: 6000.675781
	Iteration 16Q: 3 clusters Score -2.391566e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -23915942.000000 Penalty: 6000.675781
	Iteration 17Q: 3 clusters Score -2.391594e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -23916058.000000 Penalty: 6000.675781
	Iteration 18Q: 3 clusters Score -2.391606e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134690 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -23916270.000000 Penalty: 6000.675781
	Iteration 19Q: 3 clusters Score -2.391627e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -23916448.000000 Penalty: 6000.675781
	Iteration 20F: 3 clusters Score -2.391645e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -23916500.000000 Penalty: 6000.675781
	Iteration 21Q: 3 clusters Score -2.39165e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136618 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -23916492.000000 Penalty: 6000.675781
	Iteration 22Q: 3 clusters Score -2.391649e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137210 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -23916538.000000 Penalty: 6000.675781
	Iteration 23Q: 3 clusters Score -2.391654e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137771 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -23916568.000000 Penalty: 6000.675781
	Iteration 24Q: 3 clusters Score -2.391657e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138289 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -23916608.000000 Penalty: 6000.675781
	Iteration 25Q: 3 clusters Score -2.391661e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138772 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -23916606.000000 Penalty: 6000.675781
	Iteration 26Q: 3 clusters Score -2.391661e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -23916654.000000 Penalty: 6000.675781
	Iteration 27Q: 3 clusters Score -2.391665e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139598 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -23916656.000000 Penalty: 6000.675781
	Iteration 28Q: 3 clusters Score -2.391666e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -23916662.000000 Penalty: 6000.675781
	Iteration 29Q: 3 clusters Score -2.391666e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140393 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -23916644.000000 Penalty: 6000.675781
	Iteration 30Q: 3 clusters Score -2.391664e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140737 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -23916680.000000 Penalty: 6000.675781
	Iteration 31Q: 3 clusters Score -2.391668e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -23916658.000000 Penalty: 6000.675781
	Iteration 32Q: 3 clusters Score -2.391666e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -23916676.000000 Penalty: 6000.675781
	Iteration 33Q: 3 clusters Score -2.391668e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -23916660.000000 Penalty: 6000.675781
	Iteration 34Q: 3 clusters Score -2.391666e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141978 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -23916658.000000 Penalty: 6000.675781
	Iteration 35Q: 3 clusters Score -2.391666e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -23916694.000000 Penalty: 6000.675781
	Iteration 36Q: 3 clusters Score -2.391669e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -23916722.000000 Penalty: 6000.675781
	Iteration 37Q: 3 clusters Score -2.391672e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -23916676.000000 Penalty: 6000.675781
	Iteration 38Q: 3 clusters Score -2.391668e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -23916702.000000 Penalty: 6000.675781
	Iteration 39Q: 3 clusters Score -2.39167e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143328 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -23916664.000000 Penalty: 6000.675781
	Iteration 40F: 3 clusters Score -2.391666e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -23916692.000000 Penalty: 6000.675781
	Iteration 41Q: 3 clusters Score -2.391669e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143877 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -23916746.000000 Penalty: 6000.675781
	Iteration 42Q: 3 clusters Score -2.391675e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -23916752.000000 Penalty: 6000.675781
	Iteration 43Q: 3 clusters Score -2.391675e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -23916778.000000 Penalty: 6000.675781
	Iteration 44Q: 3 clusters Score -2.391678e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -23916818.000000 Penalty: 6000.675781
	Iteration 45Q: 3 clusters Score -2.391682e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -23916804.000000 Penalty: 6000.675781
	Iteration 46Q: 3 clusters Score -2.39168e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -23916784.000000 Penalty: 6000.675781
	Iteration 47Q: 3 clusters Score -2.391678e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145432 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -23916838.000000 Penalty: 6000.675781
	Iteration 48Q: 3 clusters Score -2.391684e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -23916846.000000 Penalty: 6000.675781
	Iteration 49Q: 3 clusters Score -2.391685e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -23916826.000000 Penalty: 6000.675781
	Iteration 50Q: 3 clusters Score -2.391683e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -23916896.000000 Penalty: 6000.675781
	Iteration 51Q: 3 clusters Score -2.39169e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -23916858.000000 Penalty: 6000.675781
	Iteration 52Q: 3 clusters Score -2.391686e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -23916890.000000 Penalty: 6000.675781
	Iteration 53Q: 3 clusters Score -2.391689e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -23916936.000000 Penalty: 6000.675781
	Iteration 54Q: 3 clusters Score -2.391694e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146598 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -23916922.000000 Penalty: 6000.675781
	Iteration 55Q: 3 clusters Score -2.391692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -23916952.000000 Penalty: 6000.675781
	Iteration 56Q: 3 clusters Score -2.391695e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -23916930.000000 Penalty: 6000.675781
	Iteration 57Q: 3 clusters Score -2.391693e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -23916912.000000 Penalty: 6000.675781
	Iteration 58Q: 3 clusters Score -2.391691e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -23916922.000000 Penalty: 6000.675781
	Iteration 59Q: 3 clusters Score -2.391692e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147097 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -23916914.000000 Penalty: 6000.675781
	Iteration 60F: 3 clusters Score -2.391691e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -23916908.000000 Penalty: 6000.675781
	Iteration 61Q: 3 clusters Score -2.391691e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147291 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -23916894.000000 Penalty: 6000.675781
	Iteration 62Q: 3 clusters Score -2.391689e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147396 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -23916924.000000 Penalty: 6000.675781
	Iteration 63Q: 3 clusters Score -2.391692e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -23916902.000000 Penalty: 6000.675781
	Iteration 64Q: 3 clusters Score -2.39169e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -23916880.000000 Penalty: 6000.675781
	Iteration 65Q: 3 clusters Score -2.391688e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -23916880.000000 Penalty: 6000.675781
	Iteration 66Q: 3 clusters Score -2.391688e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -23916858.000000 Penalty: 6000.675781
	Iteration 67Q: 3 clusters Score -2.391686e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -23916864.000000 Penalty: 6000.675781
	Iteration 68Q: 3 clusters Score -2.391686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148184 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -23916892.000000 Penalty: 6000.675781
	Iteration 69Q: 3 clusters Score -2.391689e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -23916870.000000 Penalty: 6000.675781
	Iteration 70Q: 3 clusters Score -2.391687e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148456 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -23916896.000000 Penalty: 6000.675781
	Iteration 71Q: 3 clusters Score -2.39169e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -23916872.000000 Penalty: 6000.675781
	Iteration 72Q: 3 clusters Score -2.391687e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -23916874.000000 Penalty: 6000.675781
	Iteration 73Q: 3 clusters Score -2.391687e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -23916904.000000 Penalty: 6000.675781
	Iteration 74Q: 3 clusters Score -2.39169e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -23916920.000000 Penalty: 6000.675781
	Iteration 75Q: 3 clusters Score -2.391692e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -23916896.000000 Penalty: 6000.675781
	Iteration 76Q: 3 clusters Score -2.39169e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149252 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -23916930.000000 Penalty: 6000.675781
	Iteration 77Q: 3 clusters Score -2.391693e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -23917008.000000 Penalty: 6000.675781
	Iteration 78Q: 3 clusters Score -2.391701e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149538 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -23917060.000000 Penalty: 6000.675781
	Iteration 79Q: 3 clusters Score -2.391706e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -23917056.000000 Penalty: 6000.675781
	Iteration 80F: 3 clusters Score -2.391706e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -23917056.000000 Penalty: 6000.675781
	Iteration 81Q: 3 clusters Score -2.391706e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -23917044.000000 Penalty: 6000.675781
	Iteration 82Q: 3 clusters Score -2.391704e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -23917026.000000 Penalty: 6000.675781
	Iteration 83Q: 3 clusters Score -2.391703e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -23916982.000000 Penalty: 6000.675781
	Iteration 84Q: 3 clusters Score -2.391698e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -23917002.000000 Penalty: 6000.675781
	Iteration 85Q: 3 clusters Score -2.3917e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -23917018.000000 Penalty: 6000.675781
	Iteration 86Q: 3 clusters Score -2.391702e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -23917004.000000 Penalty: 6000.675781
	Iteration 87Q: 3 clusters Score -2.3917e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -23917006.000000 Penalty: 6000.675781
	Iteration 88Q: 3 clusters Score -2.391701e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -23917000.000000 Penalty: 6000.675781
	Iteration 89Q: 3 clusters Score -2.3917e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -23916960.000000 Penalty: 6000.675781
	Iteration 90Q: 3 clusters Score -2.391696e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -23916976.000000 Penalty: 6000.675781
	Iteration 91Q: 3 clusters Score -2.391698e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -23916990.000000 Penalty: 6000.675781
	Iteration 92Q: 3 clusters Score -2.391699e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -23916986.000000 Penalty: 6000.675781
	Iteration 93Q: 3 clusters Score -2.391699e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -23916980.000000 Penalty: 6000.675781
	Iteration 94Q: 3 clusters Score -2.391698e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -23916994.000000 Penalty: 6000.675781
	Iteration 95Q: 3 clusters Score -2.391699e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -23917002.000000 Penalty: 6000.675781
	Iteration 96Q: 3 clusters Score -2.3917e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -23917002.000000 Penalty: 6000.675781
	Iteration 97Q: 3 clusters Score -2.3917e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -23916986.000000 Penalty: 6000.675781
	Iteration 98Q: 3 clusters Score -2.391699e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -23916992.000000 Penalty: 6000.675781
	Iteration 99Q: 3 clusters Score -2.391699e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -23917002.000000 Penalty: 6000.675781
	Iteration 100F: 3 clusters Score -2.3917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -23916992.000000 Penalty: 6000.675781
	Iteration 101Q: 3 clusters Score -2.391699e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -23917000.000000 Penalty: 6000.675781
	Iteration 102Q: 3 clusters Score -2.3917e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -23917026.000000 Penalty: 6000.675781
	Iteration 103Q: 3 clusters Score -2.391703e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -23917008.000000 Penalty: 6000.675781
	Iteration 104Q: 3 clusters Score -2.391701e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -23917006.000000 Penalty: 6000.675781
	Iteration 105Q: 3 clusters Score -2.391701e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -23917050.000000 Penalty: 6000.675781
	Iteration 106Q: 3 clusters Score -2.391705e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -23917032.000000 Penalty: 6000.675781
	Iteration 107Q: 3 clusters Score -2.391703e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -23917014.000000 Penalty: 6000.675781
	Iteration 108Q: 3 clusters Score -2.391701e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -23917018.000000 Penalty: 6000.675781
	Iteration 109Q: 3 clusters Score -2.391702e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152822 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -23917060.000000 Penalty: 6000.675781
	Iteration 110Q: 3 clusters Score -2.391706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -23917112.000000 Penalty: 6000.675781
	Iteration 111Q: 3 clusters Score -2.391711e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -23917106.000000 Penalty: 6000.675781
	Iteration 112Q: 3 clusters Score -2.391711e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -23917114.000000 Penalty: 6000.675781
	Iteration 113Q: 3 clusters Score -2.391711e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -23917114.000000 Penalty: 6000.675781
	Iteration 114Q: 3 clusters Score -2.391711e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -23917116.000000 Penalty: 6000.675781
	Iteration 115Q: 3 clusters Score -2.391712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153256 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -23917142.000000 Penalty: 6000.675781
	Iteration 116Q: 3 clusters Score -2.391714e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -23917162.000000 Penalty: 6000.675781
	Iteration 117Q: 3 clusters Score -2.391716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -23917164.000000 Penalty: 6000.675781
	Iteration 118Q: 3 clusters Score -2.391716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -23917178.000000 Penalty: 6000.675781
	Iteration 119Q: 3 clusters Score -2.391718e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -23917172.000000 Penalty: 6000.675781
	Iteration 120F: 3 clusters Score -2.391717e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -23917186.000000 Penalty: 6000.675781
	Iteration 121Q: 3 clusters Score -2.391719e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -23917150.000000 Penalty: 6000.675781
	Iteration 122Q: 3 clusters Score -2.391715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -23917144.000000 Penalty: 6000.675781
	Iteration 123Q: 3 clusters Score -2.391714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -23917136.000000 Penalty: 6000.675781
	Iteration 124Q: 3 clusters Score -2.391714e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -23917138.000000 Penalty: 6000.675781
	Iteration 125Q: 3 clusters Score -2.391714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -23917158.000000 Penalty: 6000.675781
	Iteration 126Q: 3 clusters Score -2.391716e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -23917148.000000 Penalty: 6000.675781
	Iteration 127Q: 3 clusters Score -2.391715e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -23917162.000000 Penalty: 6000.675781
	Iteration 128Q: 3 clusters Score -2.391716e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154057 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -23917122.000000 Penalty: 6000.675781
	Iteration 129Q: 3 clusters Score -2.391712e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -23917136.000000 Penalty: 6000.675781
	Iteration 130Q: 3 clusters Score -2.391714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -23917190.000000 Penalty: 6000.675781
	Iteration 131Q: 3 clusters Score -2.391719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -23917160.000000 Penalty: 6000.675781
	Iteration 132Q: 3 clusters Score -2.391716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -23917172.000000 Penalty: 6000.675781
	Iteration 133Q: 3 clusters Score -2.391717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -23917180.000000 Penalty: 6000.675781
	Iteration 134Q: 3 clusters Score -2.391718e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -23917194.000000 Penalty: 6000.675781
	Iteration 135Q: 3 clusters Score -2.391719e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -23917208.000000 Penalty: 6000.675781
	Iteration 136Q: 3 clusters Score -2.391721e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -23917218.000000 Penalty: 6000.675781
	Iteration 137Q: 3 clusters Score -2.391722e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -23917212.000000 Penalty: 6000.675781
	Iteration 138Q: 3 clusters Score -2.391721e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -23917250.000000 Penalty: 6000.675781
	Iteration 139Q: 3 clusters Score -2.391725e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -23917230.000000 Penalty: 6000.675781
	Iteration 140F: 3 clusters Score -2.391723e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -23917212.000000 Penalty: 6000.675781
	Iteration 141Q: 3 clusters Score -2.391721e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -23917250.000000 Penalty: 6000.675781
	Iteration 142Q: 3 clusters Score -2.391725e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -23917270.000000 Penalty: 6000.675781
	Iteration 143Q: 3 clusters Score -2.391727e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -23917280.000000 Penalty: 6000.675781
	Iteration 144Q: 3 clusters Score -2.391728e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -23917272.000000 Penalty: 6000.675781
	Iteration 145Q: 3 clusters Score -2.391727e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -23917302.000000 Penalty: 6000.675781
	Iteration 146Q: 3 clusters Score -2.39173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -23917284.000000 Penalty: 6000.675781
	Iteration 147Q: 3 clusters Score -2.391728e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -23917300.000000 Penalty: 6000.675781
	Iteration 148Q: 3 clusters Score -2.39173e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -23917326.000000 Penalty: 6000.675781
	Iteration 149Q: 3 clusters Score -2.391733e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -23917328.000000 Penalty: 6000.675781
	Iteration 150Q: 3 clusters Score -2.391733e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -23917320.000000 Penalty: 6000.675781
	Iteration 151Q: 3 clusters Score -2.391732e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -23917278.000000 Penalty: 6000.675781
	Iteration 152Q: 3 clusters Score -2.391728e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -23917320.000000 Penalty: 6000.675781
	Iteration 153Q: 3 clusters Score -2.391732e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -23917272.000000 Penalty: 6000.675781
	Iteration 154Q: 3 clusters Score -2.391727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -23917282.000000 Penalty: 6000.675781
	Iteration 155Q: 3 clusters Score -2.391728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -23917264.000000 Penalty: 6000.675781
	Iteration 156Q: 3 clusters Score -2.391726e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155877 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -23917302.000000 Penalty: 6000.675781
	Iteration 157Q: 3 clusters Score -2.39173e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -23917284.000000 Penalty: 6000.675781
	Iteration 158Q: 3 clusters Score -2.391728e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -23917280.000000 Penalty: 6000.675781
	Iteration 159Q: 3 clusters Score -2.391728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -23917288.000000 Penalty: 6000.675781
	Iteration 160F: 3 clusters Score -2.391729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -23917294.000000 Penalty: 6000.675781
	Iteration 161Q: 3 clusters Score -2.391729e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156242 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -23917294.000000 Penalty: 6000.675781
	Iteration 162Q: 3 clusters Score -2.391729e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -23917284.000000 Penalty: 6000.675781
	Iteration 163Q: 3 clusters Score -2.391728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -23917250.000000 Penalty: 6000.675781
	Iteration 164Q: 3 clusters Score -2.391725e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -23917256.000000 Penalty: 6000.675781
	Iteration 165Q: 3 clusters Score -2.391726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -23917238.000000 Penalty: 6000.675781
	Iteration 166Q: 3 clusters Score -2.391724e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -23917240.000000 Penalty: 6000.675781
	Iteration 167Q: 3 clusters Score -2.391724e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -23917272.000000 Penalty: 6000.675781
	Iteration 168Q: 3 clusters Score -2.391727e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -23917258.000000 Penalty: 6000.675781
	Iteration 169Q: 3 clusters Score -2.391726e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -23917334.000000 Penalty: 6000.675781
	Iteration 170Q: 3 clusters Score -2.391733e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -23917338.000000 Penalty: 6000.675781
	Iteration 171Q: 3 clusters Score -2.391734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -23917344.000000 Penalty: 6000.675781
	Iteration 172Q: 3 clusters Score -2.391734e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -23917378.000000 Penalty: 6000.675781
	Iteration 173Q: 3 clusters Score -2.391738e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157228 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -23917378.000000 Penalty: 6000.675781
	Iteration 174Q: 3 clusters Score -2.391738e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -23917410.000000 Penalty: 6000.675781
	Iteration 175Q: 3 clusters Score -2.391741e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -23917400.000000 Penalty: 6000.675781
	Iteration 176Q: 3 clusters Score -2.39174e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -23917378.000000 Penalty: 6000.675781
	Iteration 177Q: 3 clusters Score -2.391738e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -23917408.000000 Penalty: 6000.675781
	Iteration 178Q: 3 clusters Score -2.391741e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157736 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -23917382.000000 Penalty: 6000.675781
	Iteration 179Q: 3 clusters Score -2.391738e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -23917352.000000 Penalty: 6000.675781
	Iteration 180F: 3 clusters Score -2.391735e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -23917386.000000 Penalty: 6000.675781
	Iteration 181Q: 3 clusters Score -2.391739e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -23917376.000000 Penalty: 6000.675781
	Iteration 182Q: 3 clusters Score -2.391738e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -23917364.000000 Penalty: 6000.675781
	Iteration 183Q: 3 clusters Score -2.391736e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158295 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -23917406.000000 Penalty: 6000.675781
	Iteration 184Q: 3 clusters Score -2.391741e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158382 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -23917400.000000 Penalty: 6000.675781
	Iteration 185Q: 3 clusters Score -2.39174e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -23917368.000000 Penalty: 6000.675781
	Iteration 186Q: 3 clusters Score -2.391737e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -23917390.000000 Penalty: 6000.675781
	Iteration 187Q: 3 clusters Score -2.391739e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -23917376.000000 Penalty: 6000.675781
	Iteration 188Q: 3 clusters Score -2.391738e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -23917380.000000 Penalty: 6000.675781
	Iteration 189Q: 3 clusters Score -2.391738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -23917412.000000 Penalty: 6000.675781
	Iteration 190Q: 3 clusters Score -2.391741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -23917412.000000 Penalty: 6000.675781
	Iteration 191Q: 3 clusters Score -2.391741e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -23917410.000000 Penalty: 6000.675781
	Iteration 192Q: 3 clusters Score -2.391741e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -23917404.000000 Penalty: 6000.675781
	Iteration 193Q: 3 clusters Score -2.39174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -23917438.000000 Penalty: 6000.675781
	Iteration 194Q: 3 clusters Score -2.391744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -23917434.000000 Penalty: 6000.675781
	Iteration 195Q: 3 clusters Score -2.391743e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -23917450.000000 Penalty: 6000.675781
	Iteration 196Q: 3 clusters Score -2.391745e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159173 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -23917454.000000 Penalty: 6000.675781
	Iteration 197Q: 3 clusters Score -2.391745e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -23917466.000000 Penalty: 6000.675781
	Iteration 198Q: 3 clusters Score -2.391747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159312 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -23917444.000000 Penalty: 6000.675781
	Iteration 199Q: 3 clusters Score -2.391744e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -23917458.000000 Penalty: 6000.675781
	Iteration 200F: 3 clusters Score -2.391746e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -23917460.000000 Penalty: 6000.675781
	Iteration 201Q: 3 clusters Score -2.391746e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -23917456.000000 Penalty: 6000.675781
	Iteration 202Q: 3 clusters Score -2.391746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -23917480.000000 Penalty: 6000.675781
	Iteration 203Q: 3 clusters Score -2.391748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -23917434.000000 Penalty: 6000.675781
	Iteration 204Q: 3 clusters Score -2.391743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -23917450.000000 Penalty: 6000.675781
	Iteration 205Q: 3 clusters Score -2.391745e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159768 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -23917462.000000 Penalty: 6000.675781
	Iteration 206Q: 3 clusters Score -2.391746e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159819 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -23917442.000000 Penalty: 6000.675781
	Iteration 207Q: 3 clusters Score -2.391744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -23917458.000000 Penalty: 6000.675781
	Iteration 208Q: 3 clusters Score -2.391746e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -23917478.000000 Penalty: 6000.675781
	Iteration 209Q: 3 clusters Score -2.391748e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -23917448.000000 Penalty: 6000.675781
	Iteration 210Q: 3 clusters Score -2.391745e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -23917468.000000 Penalty: 6000.675781
	Iteration 211Q: 3 clusters Score -2.391747e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -23917456.000000 Penalty: 6000.675781
	Iteration 212Q: 3 clusters Score -2.391746e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -23917428.000000 Penalty: 6000.675781
	Iteration 213Q: 3 clusters Score -2.391743e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -23917460.000000 Penalty: 6000.675781
	Iteration 214Q: 3 clusters Score -2.391746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -23917410.000000 Penalty: 6000.675781
	Iteration 215Q: 3 clusters Score -2.391741e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -23917426.000000 Penalty: 6000.675781
	Iteration 216Q: 3 clusters Score -2.391743e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -23917452.000000 Penalty: 6000.675781
	Iteration 217Q: 3 clusters Score -2.391745e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160496 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -23917440.000000 Penalty: 6000.675781
	Iteration 218Q: 3 clusters Score -2.391744e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -23917426.000000 Penalty: 6000.675781
	Iteration 219Q: 3 clusters Score -2.391743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -23917414.000000 Penalty: 6000.675781
	Iteration 220F: 3 clusters Score -2.391741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -23917422.000000 Penalty: 6000.675781
	Iteration 221Q: 3 clusters Score -2.391742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -23917412.000000 Penalty: 6000.675781
	Iteration 222Q: 3 clusters Score -2.391741e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -23917410.000000 Penalty: 6000.675781
	Iteration 223Q: 3 clusters Score -2.391741e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -23917418.000000 Penalty: 6000.675781
	Iteration 224Q: 3 clusters Score -2.391742e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -23917436.000000 Penalty: 6000.675781
	Iteration 225Q: 3 clusters Score -2.391744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -23917442.000000 Penalty: 6000.675781
	Iteration 226Q: 3 clusters Score -2.391744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161048 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -23917426.000000 Penalty: 6000.675781
	Iteration 227Q: 3 clusters Score -2.391743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -23917454.000000 Penalty: 6000.675781
	Iteration 228Q: 3 clusters Score -2.391745e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161156 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -23917450.000000 Penalty: 6000.675781
	Iteration 229Q: 3 clusters Score -2.391745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -23917482.000000 Penalty: 6000.675781
	Iteration 230Q: 3 clusters Score -2.391748e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -23917446.000000 Penalty: 6000.675781
	Iteration 231Q: 3 clusters Score -2.391745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -23917462.000000 Penalty: 6000.675781
	Iteration 232Q: 3 clusters Score -2.391746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -23917446.000000 Penalty: 6000.675781
	Iteration 233Q: 3 clusters Score -2.391745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161384 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -23917472.000000 Penalty: 6000.675781
	Iteration 234Q: 3 clusters Score -2.391747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -23917498.000000 Penalty: 6000.675781
	Iteration 235Q: 3 clusters Score -2.39175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -23917520.000000 Penalty: 6000.675781
	Iteration 236Q: 3 clusters Score -2.391752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -23917516.000000 Penalty: 6000.675781
	Iteration 237Q: 3 clusters Score -2.391752e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -23917494.000000 Penalty: 6000.675781
	Iteration 238Q: 3 clusters Score -2.391749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -23917518.000000 Penalty: 6000.675781
	Iteration 239Q: 3 clusters Score -2.391752e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -23917500.000000 Penalty: 6000.675781
	Iteration 240F: 3 clusters Score -2.39175e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -23917512.000000 Penalty: 6000.675781
	Iteration 241Q: 3 clusters Score -2.391751e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -23917532.000000 Penalty: 6000.675781
	Iteration 242Q: 3 clusters Score -2.391753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -23917538.000000 Penalty: 6000.675781
	Iteration 243Q: 3 clusters Score -2.391754e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -23917544.000000 Penalty: 6000.675781
	Iteration 244Q: 3 clusters Score -2.391754e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -23917520.000000 Penalty: 6000.675781
	Iteration 245Q: 3 clusters Score -2.391752e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -23917514.000000 Penalty: 6000.675781
	Iteration 246Q: 3 clusters Score -2.391751e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162128 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -23917524.000000 Penalty: 6000.675781
	Iteration 247Q: 3 clusters Score -2.391752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -23917496.000000 Penalty: 6000.675781
	Iteration 248Q: 3 clusters Score -2.39175e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -23917502.000000 Penalty: 6000.675781
	Iteration 249Q: 3 clusters Score -2.39175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162287 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -23917520.000000 Penalty: 6000.675781
	Iteration 250Q: 3 clusters Score -2.391752e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162349 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -23917538.000000 Penalty: 6000.675781
	Iteration 251Q: 3 clusters Score -2.391754e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -23917502.000000 Penalty: 6000.675781
	Iteration 252Q: 3 clusters Score -2.39175e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -23917524.000000 Penalty: 6000.675781
	Iteration 253Q: 3 clusters Score -2.391752e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -23917516.000000 Penalty: 6000.675781
	Iteration 254Q: 3 clusters Score -2.391752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -23917540.000000 Penalty: 6000.675781
	Iteration 255Q: 3 clusters Score -2.391754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162595 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -23917504.000000 Penalty: 6000.675781
	Iteration 256Q: 3 clusters Score -2.39175e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162634 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -23917502.000000 Penalty: 6000.675781
	Iteration 257Q: 3 clusters Score -2.39175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -23917480.000000 Penalty: 6000.675781
	Iteration 258Q: 3 clusters Score -2.391748e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -23917496.000000 Penalty: 6000.675781
	Iteration 259Q: 3 clusters Score -2.39175e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -23917548.000000 Penalty: 6000.675781
	Iteration 260F: 3 clusters Score -2.391755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -23917538.000000 Penalty: 6000.675781
	Iteration 261Q: 3 clusters Score -2.391754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162812 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -23917548.000000 Penalty: 6000.675781
	Iteration 262Q: 3 clusters Score -2.391755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -23917542.000000 Penalty: 6000.675781
	Iteration 263Q: 3 clusters Score -2.391754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -23917550.000000 Penalty: 6000.675781
	Iteration 264Q: 3 clusters Score -2.391755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -23917534.000000 Penalty: 6000.675781
	Iteration 265Q: 3 clusters Score -2.391753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162957 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -23917552.000000 Penalty: 6000.675781
	Iteration 266Q: 3 clusters Score -2.391755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162991 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -23917552.000000 Penalty: 6000.675781
	Iteration 267Q: 3 clusters Score -2.391755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -23917566.000000 Penalty: 6000.675781
	Iteration 268Q: 3 clusters Score -2.391757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -23917568.000000 Penalty: 6000.675781
	Iteration 269Q: 3 clusters Score -2.391757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -23917554.000000 Penalty: 6000.675781
	Iteration 270Q: 3 clusters Score -2.391755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -23917552.000000 Penalty: 6000.675781
	Iteration 271Q: 3 clusters Score -2.391755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -23917554.000000 Penalty: 6000.675781
	Iteration 272Q: 3 clusters Score -2.391755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163099 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -23917568.000000 Penalty: 6000.675781
	Iteration 273Q: 3 clusters Score -2.391757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -23917572.000000 Penalty: 6000.675781
	Iteration 274Q: 3 clusters Score -2.391757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -23917570.000000 Penalty: 6000.675781
	Iteration 275Q: 3 clusters Score -2.391757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -23917584.000000 Penalty: 6000.675781
	Iteration 276Q: 3 clusters Score -2.391758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -23917606.000000 Penalty: 6000.675781
	Iteration 277Q: 3 clusters Score -2.391761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -23917594.000000 Penalty: 6000.675781
	Iteration 278Q: 3 clusters Score -2.391759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -23917612.000000 Penalty: 6000.675781
	Iteration 279Q: 3 clusters Score -2.391761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -23917600.000000 Penalty: 6000.675781
	Iteration 280F: 3 clusters Score -2.39176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -23917586.000000 Penalty: 6000.675781
	Iteration 281Q: 3 clusters Score -2.391759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -23917590.000000 Penalty: 6000.675781
	Iteration 282Q: 3 clusters Score -2.391759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -23917602.000000 Penalty: 6000.675781
	Iteration 283Q: 3 clusters Score -2.39176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -23917620.000000 Penalty: 6000.675781
	Iteration 284Q: 3 clusters Score -2.391762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -23917620.000000 Penalty: 6000.675781
	Iteration 285Q: 3 clusters Score -2.391762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -23917600.000000 Penalty: 6000.675781
	Iteration 286Q: 3 clusters Score -2.39176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -23917614.000000 Penalty: 6000.675781
	Iteration 287Q: 3 clusters Score -2.391761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163310 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -23917616.000000 Penalty: 6000.675781
	Iteration 288Q: 3 clusters Score -2.391762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -23917596.000000 Penalty: 6000.675781
	Iteration 289Q: 3 clusters Score -2.39176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -23917596.000000 Penalty: 6000.675781
	Iteration 290Q: 3 clusters Score -2.39176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163341 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -23917596.000000 Penalty: 6000.675781
	Iteration 291Q: 3 clusters Score -2.39176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -23917610.000000 Penalty: 6000.675781
	Iteration 292Q: 3 clusters Score -2.391761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -23917606.000000 Penalty: 6000.675781
	Iteration 293Q: 3 clusters Score -2.391761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -23917614.000000 Penalty: 6000.675781
	Iteration 294Q: 3 clusters Score -2.391761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -23917618.000000 Penalty: 6000.675781
	Iteration 295Q: 3 clusters Score -2.391762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -23917606.000000 Penalty: 6000.675781
	Iteration 296Q: 3 clusters Score -2.391761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -23917578.000000 Penalty: 6000.675781
	Iteration 297Q: 3 clusters Score -2.391758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -23917578.000000 Penalty: 6000.675781
	Iteration 298Q: 3 clusters Score -2.391758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163528 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -23917580.000000 Penalty: 6000.675781
	Iteration 299Q: 3 clusters Score -2.391758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -23917594.000000 Penalty: 6000.675781
	Iteration 300F: 3 clusters Score -2.391759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -23917596.000000 Penalty: 6000.675781
	Iteration 301Q: 3 clusters Score -2.39176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -23917602.000000 Penalty: 6000.675781
	Iteration 302Q: 3 clusters Score -2.39176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -23917574.000000 Penalty: 6000.675781
	Iteration 303Q: 3 clusters Score -2.391757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -23917584.000000 Penalty: 6000.675781
	Iteration 304Q: 3 clusters Score -2.391758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -23917590.000000 Penalty: 6000.675781
	Iteration 305Q: 3 clusters Score -2.391759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163685 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -23917586.000000 Penalty: 6000.675781
	Iteration 306Q: 3 clusters Score -2.391759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163700 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -23917592.000000 Penalty: 6000.675781
	Iteration 307Q: 3 clusters Score -2.391759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163716 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -23917592.000000 Penalty: 6000.675781
	Iteration 308Q: 3 clusters Score -2.391759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163734 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -23917612.000000 Penalty: 6000.675781
	Iteration 309Q: 3 clusters Score -2.391761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -23917610.000000 Penalty: 6000.675781
	Iteration 310Q: 3 clusters Score -2.391761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -23917636.000000 Penalty: 6000.675781
	Iteration 311Q: 3 clusters Score -2.391764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -23917624.000000 Penalty: 6000.675781
	Iteration 312Q: 3 clusters Score -2.391762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -23917646.000000 Penalty: 6000.675781
	Iteration 313Q: 3 clusters Score -2.391765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -23917656.000000 Penalty: 6000.675781
	Iteration 314Q: 3 clusters Score -2.391766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -23917666.000000 Penalty: 6000.675781
	Iteration 315Q: 3 clusters Score -2.391767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -23917700.000000 Penalty: 6000.675781
	Iteration 316Q: 3 clusters Score -2.39177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 317Q: 3 clusters Score -2.391773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -23917702.000000 Penalty: 6000.675781
	Iteration 318Q: 3 clusters Score -2.39177e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -23917702.000000 Penalty: 6000.675781
	Iteration 319Q: 3 clusters Score -2.39177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -23917700.000000 Penalty: 6000.675781
	Iteration 320F: 3 clusters Score -2.39177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -23917714.000000 Penalty: 6000.675781
	Iteration 321Q: 3 clusters Score -2.391771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164118 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -23917696.000000 Penalty: 6000.675781
	Iteration 322Q: 3 clusters Score -2.39177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -23917688.000000 Penalty: 6000.675781
	Iteration 323Q: 3 clusters Score -2.391769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -23917692.000000 Penalty: 6000.675781
	Iteration 324Q: 3 clusters Score -2.391769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -23917704.000000 Penalty: 6000.675781
	Iteration 325Q: 3 clusters Score -2.39177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -23917712.000000 Penalty: 6000.675781
	Iteration 326Q: 3 clusters Score -2.391771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -23917700.000000 Penalty: 6000.675781
	Iteration 327Q: 3 clusters Score -2.39177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164239 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -23917712.000000 Penalty: 6000.675781
	Iteration 328Q: 3 clusters Score -2.391771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -23917704.000000 Penalty: 6000.675781
	Iteration 329Q: 3 clusters Score -2.39177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -23917696.000000 Penalty: 6000.675781
	Iteration 330Q: 3 clusters Score -2.39177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -23917704.000000 Penalty: 6000.675781
	Iteration 331Q: 3 clusters Score -2.39177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -23917690.000000 Penalty: 6000.675781
	Iteration 332Q: 3 clusters Score -2.391769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -23917690.000000 Penalty: 6000.675781
	Iteration 333Q: 3 clusters Score -2.391769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -23917704.000000 Penalty: 6000.675781
	Iteration 334Q: 3 clusters Score -2.39177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -23917684.000000 Penalty: 6000.675781
	Iteration 335Q: 3 clusters Score -2.391768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -23917718.000000 Penalty: 6000.675781
	Iteration 336Q: 3 clusters Score -2.391772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -23917710.000000 Penalty: 6000.675781
	Iteration 337Q: 3 clusters Score -2.391771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -23917698.000000 Penalty: 6000.675781
	Iteration 338Q: 3 clusters Score -2.39177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -23917716.000000 Penalty: 6000.675781
	Iteration 339Q: 3 clusters Score -2.391772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -23917720.000000 Penalty: 6000.675781
	Iteration 340F: 3 clusters Score -2.391772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -23917710.000000 Penalty: 6000.675781
	Iteration 341Q: 3 clusters Score -2.391771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -23917700.000000 Penalty: 6000.675781
	Iteration 342Q: 3 clusters Score -2.39177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164340 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -23917702.000000 Penalty: 6000.675781
	Iteration 343Q: 3 clusters Score -2.39177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164346 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -23917704.000000 Penalty: 6000.675781
	Iteration 344Q: 3 clusters Score -2.39177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -23917714.000000 Penalty: 6000.675781
	Iteration 345Q: 3 clusters Score -2.391771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -23917714.000000 Penalty: 6000.675781
	Iteration 346Q: 3 clusters Score -2.391771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -23917720.000000 Penalty: 6000.675781
	Iteration 347Q: 3 clusters Score -2.391772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -23917736.000000 Penalty: 6000.675781
	Iteration 348Q: 3 clusters Score -2.391774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -23917722.000000 Penalty: 6000.675781
	Iteration 349Q: 3 clusters Score -2.391772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -23917726.000000 Penalty: 6000.675781
	Iteration 350Q: 3 clusters Score -2.391773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164439 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -23917726.000000 Penalty: 6000.675781
	Iteration 351Q: 3 clusters Score -2.391773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -23917726.000000 Penalty: 6000.675781
	Iteration 352Q: 3 clusters Score -2.391773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -23917722.000000 Penalty: 6000.675781
	Iteration 353Q: 3 clusters Score -2.391772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -23917708.000000 Penalty: 6000.675781
	Iteration 354Q: 3 clusters Score -2.391771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -23917722.000000 Penalty: 6000.675781
	Iteration 355Q: 3 clusters Score -2.391772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164563 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -23917730.000000 Penalty: 6000.675781
	Iteration 356Q: 3 clusters Score -2.391773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -23917718.000000 Penalty: 6000.675781
	Iteration 357Q: 3 clusters Score -2.391772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -23917728.000000 Penalty: 6000.675781
	Iteration 358Q: 3 clusters Score -2.391773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -23917742.000000 Penalty: 6000.675781
	Iteration 359Q: 3 clusters Score -2.391774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 360F: 3 clusters Score -2.391773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -23917736.000000 Penalty: 6000.675781
	Iteration 361Q: 3 clusters Score -2.391774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -23917738.000000 Penalty: 6000.675781
	Iteration 362Q: 3 clusters Score -2.391774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -23917724.000000 Penalty: 6000.675781
	Iteration 363Q: 3 clusters Score -2.391772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -23917728.000000 Penalty: 6000.675781
	Iteration 364Q: 3 clusters Score -2.391773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 365Q: 3 clusters Score -2.391773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -23917736.000000 Penalty: 6000.675781
	Iteration 366Q: 3 clusters Score -2.391774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -23917720.000000 Penalty: 6000.675781
	Iteration 367Q: 3 clusters Score -2.391772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -23917718.000000 Penalty: 6000.675781
	Iteration 368Q: 3 clusters Score -2.391772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164648 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -23917726.000000 Penalty: 6000.675781
	Iteration 369Q: 3 clusters Score -2.391773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 370Q: 3 clusters Score -2.391773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -23917728.000000 Penalty: 6000.675781
	Iteration 371Q: 3 clusters Score -2.391773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 372Q: 3 clusters Score -2.391773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -23917732.000000 Penalty: 6000.675781
	Iteration 373F: 3 clusters Score -2.391773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Entering Unmasked Estep 
Score: -15036569.000000 Penalty: 2884.305664
	Iteration 0F: 2 clusters Score -1.503657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -14961592.000000 Penalty: 5768.611328
	Iteration 0F: 3 clusters Score -1.496159e+07 nChanged 53167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -14992493.000000 Penalty: 5768.611328
	Iteration 1F: 3 clusters Score -1.499249e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -14993452.000000 Penalty: 5768.611328
	Iteration 2Q: 3 clusters Score -1.499345e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -14994726.000000 Penalty: 5768.611328
	Iteration 3Q: 3 clusters Score -1.499473e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -14996155.000000 Penalty: 5768.611328
	Iteration 4Q: 3 clusters Score -1.499616e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -14998675.000000 Penalty: 5768.611328
	Iteration 5Q: 3 clusters Score -1.499868e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -15002598.000000 Penalty: 5768.611328
	Iteration 6F: 3 clusters Score -1.50026e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -15008636.000000 Penalty: 5768.611328
	Iteration 7F: 3 clusters Score -1.500864e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -15016799.000000 Penalty: 5768.611328
	Iteration 8F: 3 clusters Score -1.50168e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -15024732.000000 Penalty: 5768.611328
	Iteration 9F: 3 clusters Score -1.502473e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -15030096.000000 Penalty: 5768.611328
	Iteration 10Q: 3 clusters Score -1.50301e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15032577.000000 Penalty: 5768.611328
	Iteration 11Q: 3 clusters Score -1.503258e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111809 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15033445.000000 Penalty: 5768.611328
	Iteration 12Q: 3 clusters Score -1.503344e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112069 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15033725.000000 Penalty: 5768.611328
	Iteration 13Q: 3 clusters Score -1.503372e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15033844.000000 Penalty: 5768.611328
	Iteration 14Q: 3 clusters Score -1.503384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15033914.000000 Penalty: 5768.611328
	Iteration 15Q: 3 clusters Score -1.503391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15033921.000000 Penalty: 5768.611328
	Iteration 16Q: 3 clusters Score -1.503392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15033960.000000 Penalty: 5768.611328
	Iteration 17Q: 3 clusters Score -1.503396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15033969.000000 Penalty: 5768.611328
	Iteration 18Q: 3 clusters Score -1.503397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15033981.000000 Penalty: 5768.611328
	Iteration 19Q: 3 clusters Score -1.503398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15033975.000000 Penalty: 5768.611328
	Iteration 20F: 3 clusters Score -1.503398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112203 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15033991.000000 Penalty: 5768.611328
	Iteration 21Q: 3 clusters Score -1.503399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15033996.000000 Penalty: 5768.611328
	Iteration 22Q: 3 clusters Score -1.5034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15034005.000000 Penalty: 5768.611328
	Iteration 23Q: 3 clusters Score -1.5034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15033997.000000 Penalty: 5768.611328
	Iteration 24Q: 3 clusters Score -1.5034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15034006.000000 Penalty: 5768.611328
	Iteration 25Q: 3 clusters Score -1.503401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15034003.000000 Penalty: 5768.611328
	Iteration 26Q: 3 clusters Score -1.5034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15034003.000000 Penalty: 5768.611328
	Iteration 27F: 3 clusters Score -1.5034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106962.906250 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -106962.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107338.406250 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107338.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107532.843750 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -107532.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107638.492188 Penalty: 3397.662598
	Iteration 3Q: 3 clusters Score -107638.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107713.359375 Penalty: 3397.662598
	Iteration 4Q: 3 clusters Score -107713.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107772.906250 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -107772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107822.765625 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -107822.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107878.140625 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -107878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -107951.859375 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -107951.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -108109.648438 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -108109.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -108307.601562 Penalty: 3397.662598
	Iteration 10F: 3 clusters Score -108307.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -108621.023438 Penalty: 3397.662598
	Iteration 11F: 3 clusters Score -108621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109347.812500 Penalty: 3397.662598
	Iteration 12F: 3 clusters Score -109347.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110002.046875 Penalty: 3397.662598
	Iteration 13F: 3 clusters Score -110002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -110108.953125 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -110109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -110112.085938 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -110112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -110114.843750 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -110114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110119.953125 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -110120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110123.703125 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -110123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110123.703125 Penalty: 3397.662598
	Iteration 19F: 3 clusters Score -110123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 179537 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70183 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98730 members 
Mstep: Class 16 contains 185494 members 
Mstep: Class 17 contains 31590 members 
Mstep: Class 18 contains 175059 members 
Mstep: Class 19 contains 47234 members 
Mstep: Class 20 contains 722 members 
Entering Unmasked Estep 
Score: -135250432.000000 Penalty: 68693.328125
Splitting cluster 7 changes total score from -135250720.000000 to -135250432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -545457.500000 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -545457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -541285.812500 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -541285.8 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -542411.812500 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -542411.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -542753.875000 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -542753.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -542960.187500 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -542960.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -543138.250000 Penalty: 4164.716797
	Iteration 4Q: 3 clusters Score -543138.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -543273.312500 Penalty: 4164.716797
	Iteration 5Q: 3 clusters Score -543273.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -543375.000000 Penalty: 4164.716797
	Iteration 6Q: 3 clusters Score -543375 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -543455.375000 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -543455.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -543536.125000 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -543536.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -543618.750000 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -543618.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -543693.562500 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -543693.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -543751.937500 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -543751.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -543813.500000 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -543813.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -543877.000000 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -543877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -543934.500000 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -543934.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -543988.875000 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -543988.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -544031.937500 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -544031.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -544061.437500 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -544061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -544076.625000 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -544076.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -544094.062500 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -544094.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -544108.250000 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -544108.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -544117.687500 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -544117.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -544124.312500 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -544124.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -544131.875000 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -544131.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -544138.500000 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -544138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -544144.875000 Penalty: 4164.716797
	Iteration 25Q: 3 clusters Score -544144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -544152.187500 Penalty: 4164.716797
	Iteration 26Q: 3 clusters Score -544152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -544161.437500 Penalty: 4164.716797
	Iteration 27Q: 3 clusters Score -544161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -544174.125000 Penalty: 4164.716797
	Iteration 28Q: 3 clusters Score -544174.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -544181.125000 Penalty: 4164.716797
	Iteration 29Q: 3 clusters Score -544181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -544189.250000 Penalty: 4164.716797
	Iteration 30Q: 3 clusters Score -544189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -544194.250000 Penalty: 4164.716797
	Iteration 31Q: 3 clusters Score -544194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -544196.562500 Penalty: 4164.716797
	Iteration 32Q: 3 clusters Score -544196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -544200.187500 Penalty: 4164.716797
	Iteration 33Q: 3 clusters Score -544200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -544202.062500 Penalty: 4164.716797
	Iteration 34Q: 3 clusters Score -544202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -544203.250000 Penalty: 4164.716797
	Iteration 35Q: 3 clusters Score -544203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -544203.187500 Penalty: 4164.716797
	Iteration 36Q: 3 clusters Score -544203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -544204.125000 Penalty: 4164.716797
	Iteration 37Q: 3 clusters Score -544204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -544204.125000 Penalty: 4164.716797
	Iteration 38F: 3 clusters Score -544204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Entering Unmasked Estep 
Score: -6012004.500000 Penalty: 2656.131836
	Iteration 0F: 2 clusters Score -6012004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5981793.500000 Penalty: 5312.263672
	Iteration 0F: 3 clusters Score -5981794 nChanged 20513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5993418.500000 Penalty: 5312.263672
	Iteration 1F: 3 clusters Score -5993418 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5994286.500000 Penalty: 5312.263672
	Iteration 2Q: 3 clusters Score -5994286 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5995323.000000 Penalty: 5312.263672
	Iteration 3F: 3 clusters Score -5995323 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5996736.500000 Penalty: 5312.263672
	Iteration 4F: 3 clusters Score -5996736 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5998550.000000 Penalty: 5312.263672
	Iteration 5F: 3 clusters Score -5998550 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6000908.000000 Penalty: 5312.263672
	Iteration 6F: 3 clusters Score -6000908 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -6003350.000000 Penalty: 5312.263672
	Iteration 7F: 3 clusters Score -6003350 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -6005458.500000 Penalty: 5312.263672
	Iteration 8F: 3 clusters Score -6005458 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6006812.500000 Penalty: 5312.263672
	Iteration 9Q: 3 clusters Score -6006812 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6007610.500000 Penalty: 5312.263672
	Iteration 10Q: 3 clusters Score -6007610 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6008119.500000 Penalty: 5312.263672
	Iteration 11Q: 3 clusters Score -6008120 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -6008405.500000 Penalty: 5312.263672
	Iteration 12Q: 3 clusters Score -6008406 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6008659.000000 Penalty: 5312.263672
	Iteration 13Q: 3 clusters Score -6008659 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -6008907.500000 Penalty: 5312.263672
	Iteration 14Q: 3 clusters Score -6008908 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6009110.500000 Penalty: 5312.263672
	Iteration 15Q: 3 clusters Score -6009110 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -6009283.000000 Penalty: 5312.263672
	Iteration 16Q: 3 clusters Score -6009283 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6009442.000000 Penalty: 5312.263672
	Iteration 17Q: 3 clusters Score -6009442 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -6009584.500000 Penalty: 5312.263672
	Iteration 18Q: 3 clusters Score -6009584 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6009682.500000 Penalty: 5312.263672
	Iteration 19Q: 3 clusters Score -6009682 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6009774.500000 Penalty: 5312.263672
	Iteration 20F: 3 clusters Score -6009774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6009854.500000 Penalty: 5312.263672
	Iteration 21Q: 3 clusters Score -6009854 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6009953.000000 Penalty: 5312.263672
	Iteration 22Q: 3 clusters Score -6009953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6010009.000000 Penalty: 5312.263672
	Iteration 23Q: 3 clusters Score -6010009 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6010061.500000 Penalty: 5312.263672
	Iteration 24Q: 3 clusters Score -6010062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6010093.500000 Penalty: 5312.263672
	Iteration 25Q: 3 clusters Score -6010094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6010139.000000 Penalty: 5312.263672
	Iteration 26Q: 3 clusters Score -6010139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6010172.500000 Penalty: 5312.263672
	Iteration 27Q: 3 clusters Score -6010172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6010221.500000 Penalty: 5312.263672
	Iteration 28Q: 3 clusters Score -6010222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6010258.000000 Penalty: 5312.263672
	Iteration 29Q: 3 clusters Score -6010258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6010284.000000 Penalty: 5312.263672
	Iteration 30Q: 3 clusters Score -6010284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6010315.000000 Penalty: 5312.263672
	Iteration 31Q: 3 clusters Score -6010315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6010323.500000 Penalty: 5312.263672
	Iteration 32Q: 3 clusters Score -6010324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6010329.000000 Penalty: 5312.263672
	Iteration 33Q: 3 clusters Score -6010329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6010330.000000 Penalty: 5312.263672
	Iteration 34Q: 3 clusters Score -6010330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6010334.000000 Penalty: 5312.263672
	Iteration 35Q: 3 clusters Score -6010334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6010339.000000 Penalty: 5312.263672
	Iteration 36Q: 3 clusters Score -6010339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6010343.000000 Penalty: 5312.263672
	Iteration 37Q: 3 clusters Score -6010343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6010344.500000 Penalty: 5312.263672
	Iteration 38Q: 3 clusters Score -6010344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6010352.500000 Penalty: 5312.263672
	Iteration 39Q: 3 clusters Score -6010352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6010361.500000 Penalty: 5312.263672
	Iteration 40F: 3 clusters Score -6010362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6010379.500000 Penalty: 5312.263672
	Iteration 41Q: 3 clusters Score -6010380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6010383.000000 Penalty: 5312.263672
	Iteration 42Q: 3 clusters Score -6010383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6010398.000000 Penalty: 5312.263672
	Iteration 43Q: 3 clusters Score -6010398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6010395.000000 Penalty: 5312.263672
	Iteration 44Q: 3 clusters Score -6010395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6010401.500000 Penalty: 5312.263672
	Iteration 45Q: 3 clusters Score -6010402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6010403.000000 Penalty: 5312.263672
	Iteration 46Q: 3 clusters Score -6010403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6010401.000000 Penalty: 5312.263672
	Iteration 47Q: 3 clusters Score -6010401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6010400.500000 Penalty: 5312.263672
	Iteration 48Q: 3 clusters Score -6010400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6010406.000000 Penalty: 5312.263672
	Iteration 49Q: 3 clusters Score -6010406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6010408.000000 Penalty: 5312.263672
	Iteration 50Q: 3 clusters Score -6010408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6010400.500000 Penalty: 5312.263672
	Iteration 51Q: 3 clusters Score -6010400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6010396.000000 Penalty: 5312.263672
	Iteration 52Q: 3 clusters Score -6010396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6010402.000000 Penalty: 5312.263672
	Iteration 53Q: 3 clusters Score -6010402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6010409.000000 Penalty: 5312.263672
	Iteration 54Q: 3 clusters Score -6010409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6010409.000000 Penalty: 5312.263672
	Iteration 55F: 3 clusters Score -6010409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -193170.703125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -193170.7 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 759 members 
Entering Unmasked Estep 
Score: -190890.812500 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -190890.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -191256.359375 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -191256.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191359.718750 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -191359.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191400.078125 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -191400.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -191418.687500 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -191418.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191430.609375 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -191430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191439.234375 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -191439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -191447.250000 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -191447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191451.828125 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -191451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -191455.859375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -191455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -191457.750000 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -191457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -191457.984375 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -191458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191460.453125 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -191460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -191463.078125 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -191463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191465.312500 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -191465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191467.046875 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -191467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -191468.906250 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -191468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191469.593750 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -191469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191471.281250 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -191471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -191471.937500 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -191471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191472.250000 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -191472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Entering Unmasked Estep 
Score: -9392024.000000 Penalty: 2767.397461
	Iteration 0F: 2 clusters Score -9392024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -9344954.000000 Penalty: 5534.794922
	Iteration 0F: 3 clusters Score -9344954 nChanged 32628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -9362982.000000 Penalty: 5534.794922
	Iteration 1F: 3 clusters Score -9362982 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -9363506.000000 Penalty: 5534.794922
	Iteration 2Q: 3 clusters Score -9363506 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -9364067.000000 Penalty: 5534.794922
	Iteration 3Q: 3 clusters Score -9364067 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -9364749.000000 Penalty: 5534.794922
	Iteration 4Q: 3 clusters Score -9364749 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -9365747.000000 Penalty: 5534.794922
	Iteration 5Q: 3 clusters Score -9365747 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -9367200.000000 Penalty: 5534.794922
	Iteration 6Q: 3 clusters Score -9367200 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -9369601.000000 Penalty: 5534.794922
	Iteration 7F: 3 clusters Score -9369601 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -9373357.000000 Penalty: 5534.794922
	Iteration 8F: 3 clusters Score -9373357 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -9378215.000000 Penalty: 5534.794922
	Iteration 9F: 3 clusters Score -9378215 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -9382874.000000 Penalty: 5534.794922
	Iteration 10F: 3 clusters Score -9382874 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -9386262.000000 Penalty: 5534.794922
	Iteration 11Q: 3 clusters Score -9386262 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9387921.000000 Penalty: 5534.794922
	Iteration 12Q: 3 clusters Score -9387921 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9388625.000000 Penalty: 5534.794922
	Iteration 13Q: 3 clusters Score -9388625 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -9388945.000000 Penalty: 5534.794922
	Iteration 14Q: 3 clusters Score -9388945 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9389189.000000 Penalty: 5534.794922
	Iteration 15Q: 3 clusters Score -9389189 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -9389295.000000 Penalty: 5534.794922
	Iteration 16Q: 3 clusters Score -9389295 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9389388.000000 Penalty: 5534.794922
	Iteration 17Q: 3 clusters Score -9389388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9389462.000000 Penalty: 5534.794922
	Iteration 18Q: 3 clusters Score -9389462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -9389512.000000 Penalty: 5534.794922
	Iteration 19Q: 3 clusters Score -9389512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9389547.000000 Penalty: 5534.794922
	Iteration 20F: 3 clusters Score -9389547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9389593.000000 Penalty: 5534.794922
	Iteration 21Q: 3 clusters Score -9389593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9389604.000000 Penalty: 5534.794922
	Iteration 22Q: 3 clusters Score -9389604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9389628.000000 Penalty: 5534.794922
	Iteration 23Q: 3 clusters Score -9389628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9389633.000000 Penalty: 5534.794922
	Iteration 24Q: 3 clusters Score -9389633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9389652.000000 Penalty: 5534.794922
	Iteration 25Q: 3 clusters Score -9389652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9389649.000000 Penalty: 5534.794922
	Iteration 26Q: 3 clusters Score -9389649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9389673.000000 Penalty: 5534.794922
	Iteration 27Q: 3 clusters Score -9389673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9389672.000000 Penalty: 5534.794922
	Iteration 28Q: 3 clusters Score -9389672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9389670.000000 Penalty: 5534.794922
	Iteration 29Q: 3 clusters Score -9389670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9389655.000000 Penalty: 5534.794922
	Iteration 30Q: 3 clusters Score -9389655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9389664.000000 Penalty: 5534.794922
	Iteration 31Q: 3 clusters Score -9389664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9389676.000000 Penalty: 5534.794922
	Iteration 32Q: 3 clusters Score -9389676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9389678.000000 Penalty: 5534.794922
	Iteration 33Q: 3 clusters Score -9389678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9389685.000000 Penalty: 5534.794922
	Iteration 34Q: 3 clusters Score -9389685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9389696.000000 Penalty: 5534.794922
	Iteration 35Q: 3 clusters Score -9389696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9389701.000000 Penalty: 5534.794922
	Iteration 36Q: 3 clusters Score -9389701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9389702.000000 Penalty: 5534.794922
	Iteration 37Q: 3 clusters Score -9389702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9389691.000000 Penalty: 5534.794922
	Iteration 38Q: 3 clusters Score -9389691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9389695.000000 Penalty: 5534.794922
	Iteration 39Q: 3 clusters Score -9389695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9389705.000000 Penalty: 5534.794922
	Iteration 40F: 3 clusters Score -9389705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9389715.000000 Penalty: 5534.794922
	Iteration 41Q: 3 clusters Score -9389715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9389712.000000 Penalty: 5534.794922
	Iteration 42Q: 3 clusters Score -9389712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9389704.000000 Penalty: 5534.794922
	Iteration 43Q: 3 clusters Score -9389704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9389718.000000 Penalty: 5534.794922
	Iteration 44Q: 3 clusters Score -9389718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9389724.000000 Penalty: 5534.794922
	Iteration 45Q: 3 clusters Score -9389724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9389726.000000 Penalty: 5534.794922
	Iteration 46Q: 3 clusters Score -9389726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9389732.000000 Penalty: 5534.794922
	Iteration 47Q: 3 clusters Score -9389732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9389738.000000 Penalty: 5534.794922
	Iteration 48Q: 3 clusters Score -9389738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9389748.000000 Penalty: 5534.794922
	Iteration 49Q: 3 clusters Score -9389748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9389746.000000 Penalty: 5534.794922
	Iteration 50Q: 3 clusters Score -9389746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9389751.000000 Penalty: 5534.794922
	Iteration 51Q: 3 clusters Score -9389751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9389752.000000 Penalty: 5534.794922
	Iteration 52Q: 3 clusters Score -9389752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9389751.000000 Penalty: 5534.794922
	Iteration 53Q: 3 clusters Score -9389751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9389751.000000 Penalty: 5534.794922
	Iteration 54F: 3 clusters Score -9389751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -131160.968750 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -131161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129210.640625 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -129210.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129457.835938 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -129457.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129536.750000 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -129536.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129574.851562 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -129574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129590.054688 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -129590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129601.187500 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -129601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129609.382812 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -129609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129615.625000 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -129615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129621.539062 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -129621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129625.875000 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -129625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129629.187500 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -129629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129631.156250 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -129631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129633.945312 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -129633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129636.687500 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -129636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129636.687500 Penalty: 3423.760498
	Iteration 14F: 3 clusters Score -129636.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -133891.546875 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -133891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131860.875000 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -131860.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132257.484375 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -132257.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132499.296875 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -132499.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -132794.687500 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -132794.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133174.250000 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -133174.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -133767.937500 Penalty: 3481.127197
	Iteration 5F: 3 clusters Score -133767.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134108.281250 Penalty: 3481.127197
	Iteration 6F: 3 clusters Score -134108.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -134330.093750 Penalty: 3481.127197
	Iteration 7F: 3 clusters Score -134330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -134466.546875 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -134466.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -134569.250000 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -134569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134597.328125 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -134597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134598.437500 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -134598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134598.437500 Penalty: 3481.127197
	Iteration 12F: 3 clusters Score -134598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 179537 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70183 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98730 members 
Mstep: Class 16 contains 185494 members 
Mstep: Class 17 contains 31590 members 
Mstep: Class 18 contains 175059 members 
Mstep: Class 19 contains 47234 members 
Mstep: Class 20 contains 361 members 
Entering Unmasked Estep 
Score: -135249712.000000 Penalty: 68693.328125
Splitting cluster 13 changes total score from -135250720.000000 to -135249712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -67758.585938 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -67758.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66192.265625 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -66192.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66344.867188 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -66344.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66387.203125 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -66387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66409.367188 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -66409.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66416.101562 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -66416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66418.148438 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -66418.15 nChanged 1
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: -66420.984375 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -66420.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66424.507812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -66424.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66426.421875 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -66426.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66426.421875 Penalty: 3123.366211
	Iteration 9F: 3 clusters Score -66426.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (98730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Entering Unmasked Estep 
Score: -13220774.000000 Penalty: 2852.035645
	Iteration 0F: 2 clusters Score -1.322077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -13154276.000000 Penalty: 5704.071289
	Iteration 0F: 3 clusters Score -1.315428e+07 nChanged 46950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -13181134.000000 Penalty: 5704.071289
	Iteration 1F: 3 clusters Score -1.318113e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -13181894.000000 Penalty: 5704.071289
	Iteration 2Q: 3 clusters Score -1.318189e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -13182540.000000 Penalty: 5704.071289
	Iteration 3Q: 3 clusters Score -1.318254e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -13183210.000000 Penalty: 5704.071289
	Iteration 4Q: 3 clusters Score -1.318321e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -13184030.000000 Penalty: 5704.071289
	Iteration 5Q: 3 clusters Score -1.318403e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -13185001.000000 Penalty: 5704.071289
	Iteration 6Q: 3 clusters Score -1.3185e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -13186361.000000 Penalty: 5704.071289
	Iteration 7Q: 3 clusters Score -1.318636e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -13188496.000000 Penalty: 5704.071289
	Iteration 8Q: 3 clusters Score -1.31885e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -13191618.000000 Penalty: 5704.071289
	Iteration 9F: 3 clusters Score -1.319162e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
Score: -13195810.000000 Penalty: 5704.071289
	Iteration 10F: 3 clusters Score -1.319581e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -13200937.000000 Penalty: 5704.071289
	Iteration 11F: 3 clusters Score -1.320094e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -13206260.000000 Penalty: 5704.071289
	Iteration 12F: 3 clusters Score -1.320626e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -13210907.000000 Penalty: 5704.071289
	Iteration 13F: 3 clusters Score -1.321091e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -13214328.000000 Penalty: 5704.071289
	Iteration 14Q: 3 clusters Score -1.321433e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -13216243.000000 Penalty: 5704.071289
	Iteration 15Q: 3 clusters Score -1.321624e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -13217186.000000 Penalty: 5704.071289
	Iteration 16Q: 3 clusters Score -1.321719e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -13217658.000000 Penalty: 5704.071289
	Iteration 17Q: 3 clusters Score -1.321766e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -13217909.000000 Penalty: 5704.071289
	Iteration 18Q: 3 clusters Score -1.321791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -13218025.000000 Penalty: 5704.071289
	Iteration 19Q: 3 clusters Score -1.321802e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -13218101.000000 Penalty: 5704.071289
	Iteration 20F: 3 clusters Score -1.32181e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -13218132.000000 Penalty: 5704.071289
	Iteration 21Q: 3 clusters Score -1.321813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -13218142.000000 Penalty: 5704.071289
	Iteration 22Q: 3 clusters Score -1.321814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -13218171.000000 Penalty: 5704.071289
	Iteration 23Q: 3 clusters Score -1.321817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -13218190.000000 Penalty: 5704.071289
	Iteration 24Q: 3 clusters Score -1.321819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -13218189.000000 Penalty: 5704.071289
	Iteration 25Q: 3 clusters Score -1.321819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -13218209.000000 Penalty: 5704.071289
	Iteration 26Q: 3 clusters Score -1.321821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -13218212.000000 Penalty: 5704.071289
	Iteration 27Q: 3 clusters Score -1.321821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -13218222.000000 Penalty: 5704.071289
	Iteration 28Q: 3 clusters Score -1.321822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -13218240.000000 Penalty: 5704.071289
	Iteration 29Q: 3 clusters Score -1.321824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -13218243.000000 Penalty: 5704.071289
	Iteration 30Q: 3 clusters Score -1.321824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -13218234.000000 Penalty: 5704.071289
	Iteration 31Q: 3 clusters Score -1.321823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -13218235.000000 Penalty: 5704.071289
	Iteration 32Q: 3 clusters Score -1.321824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -13218230.000000 Penalty: 5704.071289
	Iteration 33Q: 3 clusters Score -1.321823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -13218232.000000 Penalty: 5704.071289
	Iteration 34Q: 3 clusters Score -1.321823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -13218236.000000 Penalty: 5704.071289
	Iteration 35Q: 3 clusters Score -1.321824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -13218235.000000 Penalty: 5704.071289
	Iteration 36Q: 3 clusters Score -1.321824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -13218238.000000 Penalty: 5704.071289
	Iteration 37Q: 3 clusters Score -1.321824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -13218243.000000 Penalty: 5704.071289
	Iteration 38Q: 3 clusters Score -1.321824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -13218243.000000 Penalty: 5704.071289
	Iteration 39F: 3 clusters Score -1.321824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185494 members 
Entering Unmasked Estep 
Score: -24652262.000000 Penalty: 3008.432861
	Iteration 0F: 2 clusters Score -2.465226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -24531508.000000 Penalty: 6016.865723
	Iteration 0F: 3 clusters Score -2.453151e+07 nChanged 89008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -24584086.000000 Penalty: 6016.865723
	Iteration 1F: 3 clusters Score -2.458409e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -24585778.000000 Penalty: 6016.865723
	Iteration 2Q: 3 clusters Score -2.458578e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -24589012.000000 Penalty: 6016.865723
	Iteration 3Q: 3 clusters Score -2.458901e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -24594012.000000 Penalty: 6016.865723
	Iteration 4Q: 3 clusters Score -2.459401e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
Score: -24601646.000000 Penalty: 6016.865723
	Iteration 5F: 3 clusters Score -2.460165e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -24611362.000000 Penalty: 6016.865723
	Iteration 6F: 3 clusters Score -2.461136e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 141109 members 
Entering Unmasked Estep 
Score: -24621130.000000 Penalty: 6016.865723
	Iteration 7F: 3 clusters Score -2.462113e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -24628626.000000 Penalty: 6016.865723
	Iteration 8F: 3 clusters Score -2.462863e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -24633474.000000 Penalty: 6016.865723
	Iteration 9Q: 3 clusters Score -2.463347e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -24636786.000000 Penalty: 6016.865723
	Iteration 10Q: 3 clusters Score -2.463679e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -24639222.000000 Penalty: 6016.865723
	Iteration 11Q: 3 clusters Score -2.463922e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -24640860.000000 Penalty: 6016.865723
	Iteration 12Q: 3 clusters Score -2.464086e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 172280 members 
Entering Unmasked Estep 
Score: -24642562.000000 Penalty: 6016.865723
	Iteration 13Q: 3 clusters Score -2.464256e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -24643956.000000 Penalty: 6016.865723
	Iteration 14Q: 3 clusters Score -2.464396e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 177165 members 
Entering Unmasked Estep 
Score: -24645156.000000 Penalty: 6016.865723
	Iteration 15Q: 3 clusters Score -2.464516e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 179061 members 
Entering Unmasked Estep 
Score: -24646142.000000 Penalty: 6016.865723
	Iteration 16Q: 3 clusters Score -2.464614e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -24646982.000000 Penalty: 6016.865723
	Iteration 17Q: 3 clusters Score -2.464698e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 181671 members 
Entering Unmasked Estep 
Score: -24647578.000000 Penalty: 6016.865723
	Iteration 18Q: 3 clusters Score -2.464758e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -24648096.000000 Penalty: 6016.865723
	Iteration 19Q: 3 clusters Score -2.46481e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 183129 members 
Entering Unmasked Estep 
Score: -24648494.000000 Penalty: 6016.865723
	Iteration 20F: 3 clusters Score -2.464849e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -24648738.000000 Penalty: 6016.865723
	Iteration 21Q: 3 clusters Score -2.464874e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 183874 members 
Entering Unmasked Estep 
Score: -24648960.000000 Penalty: 6016.865723
	Iteration 22Q: 3 clusters Score -2.464896e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -24649094.000000 Penalty: 6016.865723
	Iteration 23Q: 3 clusters Score -2.464909e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 184211 members 
Entering Unmasked Estep 
Score: -24649206.000000 Penalty: 6016.865723
	Iteration 24Q: 3 clusters Score -2.464921e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 184310 members 
Entering Unmasked Estep 
Score: -24649282.000000 Penalty: 6016.865723
	Iteration 25Q: 3 clusters Score -2.464928e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 184381 members 
Entering Unmasked Estep 
Score: -24649332.000000 Penalty: 6016.865723
	Iteration 26Q: 3 clusters Score -2.464933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 184439 members 
Entering Unmasked Estep 
Score: -24649416.000000 Penalty: 6016.865723
	Iteration 27Q: 3 clusters Score -2.464942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 184494 members 
Entering Unmasked Estep 
Score: -24649444.000000 Penalty: 6016.865723
	Iteration 28Q: 3 clusters Score -2.464944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 184532 members 
Entering Unmasked Estep 
Score: -24649500.000000 Penalty: 6016.865723
	Iteration 29Q: 3 clusters Score -2.46495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -24649522.000000 Penalty: 6016.865723
	Iteration 30Q: 3 clusters Score -2.464952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 184594 members 
Entering Unmasked Estep 
Score: -24649518.000000 Penalty: 6016.865723
	Iteration 31Q: 3 clusters Score -2.464952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 184617 members 
Entering Unmasked Estep 
Score: -24649540.000000 Penalty: 6016.865723
	Iteration 32Q: 3 clusters Score -2.464954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 184638 members 
Entering Unmasked Estep 
Score: -24649534.000000 Penalty: 6016.865723
	Iteration 33Q: 3 clusters Score -2.464953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 184650 members 
Entering Unmasked Estep 
Score: -24649558.000000 Penalty: 6016.865723
	Iteration 34Q: 3 clusters Score -2.464956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 184657 members 
Entering Unmasked Estep 
Score: -24649570.000000 Penalty: 6016.865723
	Iteration 35Q: 3 clusters Score -2.464957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 184666 members 
Entering Unmasked Estep 
Score: -24649566.000000 Penalty: 6016.865723
	Iteration 36Q: 3 clusters Score -2.464957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -24649566.000000 Penalty: 6016.865723
	Iteration 37Q: 3 clusters Score -2.464957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 184675 members 
Entering Unmasked Estep 
Score: -24649568.000000 Penalty: 6016.865723
	Iteration 38Q: 3 clusters Score -2.464957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 184679 members 
Entering Unmasked Estep 
Score: -24649582.000000 Penalty: 6016.865723
	Iteration 39Q: 3 clusters Score -2.464958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -24649586.000000 Penalty: 6016.865723
	Iteration 40F: 3 clusters Score -2.464959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 184686 members 
Entering Unmasked Estep 
Score: -24649570.000000 Penalty: 6016.865723
	Iteration 41Q: 3 clusters Score -2.464957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 184690 members 
Entering Unmasked Estep 
Score: -24649564.000000 Penalty: 6016.865723
	Iteration 42Q: 3 clusters Score -2.464956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -24649560.000000 Penalty: 6016.865723
	Iteration 43Q: 3 clusters Score -2.464956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 184692 members 
Entering Unmasked Estep 
Score: -24649574.000000 Penalty: 6016.865723
	Iteration 44Q: 3 clusters Score -2.464957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 184693 members 
Entering Unmasked Estep 
Score: -24649570.000000 Penalty: 6016.865723
	Iteration 45Q: 3 clusters Score -2.464957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -24649568.000000 Penalty: 6016.865723
	Iteration 46Q: 3 clusters Score -2.464957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 184694 members 
Entering Unmasked Estep 
Score: -24649568.000000 Penalty: 6016.865723
	Iteration 47F: 3 clusters Score -2.464957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Entering Unmasked Estep 
Score: -4259791.500000 Penalty: 2569.427734
	Iteration 0F: 2 clusters Score -4259792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4238235.000000 Penalty: 5138.855469
	Iteration 0F: 3 clusters Score -4238235 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4245921.000000 Penalty: 5138.855469
	Iteration 1F: 3 clusters Score -4245921 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4246601.000000 Penalty: 5138.855469
	Iteration 2F: 3 clusters Score -4246601 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4247460.000000 Penalty: 5138.855469
	Iteration 3F: 3 clusters Score -4247460 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4248535.500000 Penalty: 5138.855469
	Iteration 4F: 3 clusters Score -4248536 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4250062.000000 Penalty: 5138.855469
	Iteration 5F: 3 clusters Score -4250062 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4251983.500000 Penalty: 5138.855469
	Iteration 6F: 3 clusters Score -4251984 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4253926.000000 Penalty: 5138.855469
	Iteration 7F: 3 clusters Score -4253926 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4255442.000000 Penalty: 5138.855469
	Iteration 8Q: 3 clusters Score -4255442 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -4256289.500000 Penalty: 5138.855469
	Iteration 9Q: 3 clusters Score -4256290 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4256623.500000 Penalty: 5138.855469
	Iteration 10Q: 3 clusters Score -4256624 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4256811.500000 Penalty: 5138.855469
	Iteration 11Q: 3 clusters Score -4256812 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4256967.500000 Penalty: 5138.855469
	Iteration 12Q: 3 clusters Score -4256968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4257068.000000 Penalty: 5138.855469
	Iteration 13Q: 3 clusters Score -4257068 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4257154.500000 Penalty: 5138.855469
	Iteration 14Q: 3 clusters Score -4257154 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4257208.000000 Penalty: 5138.855469
	Iteration 15Q: 3 clusters Score -4257208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4257262.500000 Penalty: 5138.855469
	Iteration 16Q: 3 clusters Score -4257262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4257317.500000 Penalty: 5138.855469
	Iteration 17Q: 3 clusters Score -4257318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -4257363.500000 Penalty: 5138.855469
	Iteration 18Q: 3 clusters Score -4257364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4257422.500000 Penalty: 5138.855469
	Iteration 19Q: 3 clusters Score -4257422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4257446.000000 Penalty: 5138.855469
	Iteration 20F: 3 clusters Score -4257446 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4257497.000000 Penalty: 5138.855469
	Iteration 21Q: 3 clusters Score -4257497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4257531.500000 Penalty: 5138.855469
	Iteration 22Q: 3 clusters Score -4257532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4257569.000000 Penalty: 5138.855469
	Iteration 23Q: 3 clusters Score -4257569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4257596.000000 Penalty: 5138.855469
	Iteration 24Q: 3 clusters Score -4257596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4257621.000000 Penalty: 5138.855469
	Iteration 25Q: 3 clusters Score -4257621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4257621.500000 Penalty: 5138.855469
	Iteration 26Q: 3 clusters Score -4257622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4257632.000000 Penalty: 5138.855469
	Iteration 27Q: 3 clusters Score -4257632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4257642.500000 Penalty: 5138.855469
	Iteration 28Q: 3 clusters Score -4257642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4257651.500000 Penalty: 5138.855469
	Iteration 29Q: 3 clusters Score -4257652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4257658.500000 Penalty: 5138.855469
	Iteration 30Q: 3 clusters Score -4257658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4257668.500000 Penalty: 5138.855469
	Iteration 31Q: 3 clusters Score -4257668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4257670.000000 Penalty: 5138.855469
	Iteration 32Q: 3 clusters Score -4257670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4257674.000000 Penalty: 5138.855469
	Iteration 33Q: 3 clusters Score -4257674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4257672.500000 Penalty: 5138.855469
	Iteration 34Q: 3 clusters Score -4257672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4257675.000000 Penalty: 5138.855469
	Iteration 35Q: 3 clusters Score -4257675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4257683.000000 Penalty: 5138.855469
	Iteration 36Q: 3 clusters Score -4257683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4257681.500000 Penalty: 5138.855469
	Iteration 37Q: 3 clusters Score -4257682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4257688.500000 Penalty: 5138.855469
	Iteration 38Q: 3 clusters Score -4257688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4257697.000000 Penalty: 5138.855469
	Iteration 39Q: 3 clusters Score -4257697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4257698.000000 Penalty: 5138.855469
	Iteration 40F: 3 clusters Score -4257698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4257695.000000 Penalty: 5138.855469
	Iteration 41Q: 3 clusters Score -4257695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4257696.000000 Penalty: 5138.855469
	Iteration 42Q: 3 clusters Score -4257696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4257696.000000 Penalty: 5138.855469
	Iteration 43Q: 3 clusters Score -4257696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4257690.500000 Penalty: 5138.855469
	Iteration 44Q: 3 clusters Score -4257690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4257693.500000 Penalty: 5138.855469
	Iteration 45Q: 3 clusters Score -4257694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4257696.000000 Penalty: 5138.855469
	Iteration 46Q: 3 clusters Score -4257696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4257699.500000 Penalty: 5138.855469
	Iteration 47Q: 3 clusters Score -4257700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4257699.000000 Penalty: 5138.855469
	Iteration 48Q: 3 clusters Score -4257699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4257698.500000 Penalty: 5138.855469
	Iteration 49Q: 3 clusters Score -4257698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4257703.500000 Penalty: 5138.855469
	Iteration 50Q: 3 clusters Score -4257704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4257702.000000 Penalty: 5138.855469
	Iteration 51Q: 3 clusters Score -4257702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4257702.500000 Penalty: 5138.855469
	Iteration 52Q: 3 clusters Score -4257702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4257701.500000 Penalty: 5138.855469
	Iteration 53Q: 3 clusters Score -4257702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4257705.000000 Penalty: 5138.855469
	Iteration 54Q: 3 clusters Score -4257705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4257705.500000 Penalty: 5138.855469
	Iteration 55Q: 3 clusters Score -4257706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4257708.000000 Penalty: 5138.855469
	Iteration 56Q: 3 clusters Score -4257708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4257708.500000 Penalty: 5138.855469
	Iteration 57Q: 3 clusters Score -4257708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4257708.500000 Penalty: 5138.855469
	Iteration 58F: 3 clusters Score -4257708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Entering Unmasked Estep 
Score: -23252036.000000 Penalty: 2994.073730
	Iteration 0F: 2 clusters Score -2.325204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -23141370.000000 Penalty: 5988.147461
	Iteration 0F: 3 clusters Score -2.314137e+07 nChanged 83922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -23189514.000000 Penalty: 5988.147461
	Iteration 1F: 3 clusters Score -2.318951e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -23190526.000000 Penalty: 5988.147461
	Iteration 2Q: 3 clusters Score -2.319053e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -23191948.000000 Penalty: 5988.147461
	Iteration 3Q: 3 clusters Score -2.319195e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -23194394.000000 Penalty: 5988.147461
	Iteration 4Q: 3 clusters Score -2.319439e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -23198938.000000 Penalty: 5988.147461
	Iteration 5F: 3 clusters Score -2.319894e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -23206632.000000 Penalty: 5988.147461
	Iteration 6F: 3 clusters Score -2.320663e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129208 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -23217718.000000 Penalty: 5988.147461
	Iteration 7F: 3 clusters Score -2.321772e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141415 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -23229962.000000 Penalty: 5988.147461
	Iteration 8F: 3 clusters Score -2.322996e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -23239996.000000 Penalty: 5988.147461
	Iteration 9F: 3 clusters Score -2.324e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -23246572.000000 Penalty: 5988.147461
	Iteration 10Q: 3 clusters Score -2.324657e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -23249190.000000 Penalty: 5988.147461
	Iteration 11Q: 3 clusters Score -2.324919e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -23250202.000000 Penalty: 5988.147461
	Iteration 12Q: 3 clusters Score -2.32502e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -23250790.000000 Penalty: 5988.147461
	Iteration 13Q: 3 clusters Score -2.325079e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -23251140.000000 Penalty: 5988.147461
	Iteration 14Q: 3 clusters Score -2.325114e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -23251194.000000 Penalty: 5988.147461
	Iteration 15Q: 3 clusters Score -2.325119e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -23251348.000000 Penalty: 5988.147461
	Iteration 16Q: 3 clusters Score -2.325135e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164411 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -23251302.000000 Penalty: 5988.147461
	Iteration 17Q: 3 clusters Score -2.32513e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -23251404.000000 Penalty: 5988.147461
	Iteration 18Q: 3 clusters Score -2.32514e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -23251352.000000 Penalty: 5988.147461
	Iteration 19Q: 3 clusters Score -2.325135e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166256 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -23251436.000000 Penalty: 5988.147461
	Iteration 20F: 3 clusters Score -2.325144e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -23251338.000000 Penalty: 5988.147461
	Iteration 21Q: 3 clusters Score -2.325134e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -23251300.000000 Penalty: 5988.147461
	Iteration 22Q: 3 clusters Score -2.32513e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167563 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -23251286.000000 Penalty: 5988.147461
	Iteration 23Q: 3 clusters Score -2.325129e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -23251280.000000 Penalty: 5988.147461
	Iteration 24Q: 3 clusters Score -2.325128e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -23251282.000000 Penalty: 5988.147461
	Iteration 25Q: 3 clusters Score -2.325128e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -23251222.000000 Penalty: 5988.147461
	Iteration 26Q: 3 clusters Score -2.325122e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -23251234.000000 Penalty: 5988.147461
	Iteration 27Q: 3 clusters Score -2.325123e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -23251234.000000 Penalty: 5988.147461
	Iteration 28Q: 3 clusters Score -2.325123e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169210 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -23251216.000000 Penalty: 5988.147461
	Iteration 29Q: 3 clusters Score -2.325122e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169409 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -23251182.000000 Penalty: 5988.147461
	Iteration 30Q: 3 clusters Score -2.325118e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -23251134.000000 Penalty: 5988.147461
	Iteration 31Q: 3 clusters Score -2.325113e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169765 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -23251104.000000 Penalty: 5988.147461
	Iteration 32Q: 3 clusters Score -2.32511e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -23251106.000000 Penalty: 5988.147461
	Iteration 33Q: 3 clusters Score -2.325111e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170058 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -23251066.000000 Penalty: 5988.147461
	Iteration 34Q: 3 clusters Score -2.325107e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -23251008.000000 Penalty: 5988.147461
	Iteration 35Q: 3 clusters Score -2.325101e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -23251016.000000 Penalty: 5988.147461
	Iteration 36Q: 3 clusters Score -2.325102e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170405 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -23251020.000000 Penalty: 5988.147461
	Iteration 37Q: 3 clusters Score -2.325102e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -23250988.000000 Penalty: 5988.147461
	Iteration 38Q: 3 clusters Score -2.325099e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -23250956.000000 Penalty: 5988.147461
	Iteration 39Q: 3 clusters Score -2.325096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -23250918.000000 Penalty: 5988.147461
	Iteration 40F: 3 clusters Score -2.325092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -23250918.000000 Penalty: 5988.147461
	Iteration 41Q: 3 clusters Score -2.325092e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -23250926.000000 Penalty: 5988.147461
	Iteration 42Q: 3 clusters Score -2.325093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -23250926.000000 Penalty: 5988.147461
	Iteration 43Q: 3 clusters Score -2.325093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -23250894.000000 Penalty: 5988.147461
	Iteration 44Q: 3 clusters Score -2.325089e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -23250904.000000 Penalty: 5988.147461
	Iteration 45Q: 3 clusters Score -2.32509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -23250916.000000 Penalty: 5988.147461
	Iteration 46Q: 3 clusters Score -2.325092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -23250914.000000 Penalty: 5988.147461
	Iteration 47Q: 3 clusters Score -2.325091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171101 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -23250858.000000 Penalty: 5988.147461
	Iteration 48Q: 3 clusters Score -2.325086e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -23250872.000000 Penalty: 5988.147461
	Iteration 49Q: 3 clusters Score -2.325087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -23250870.000000 Penalty: 5988.147461
	Iteration 50Q: 3 clusters Score -2.325087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171247 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -23250868.000000 Penalty: 5988.147461
	Iteration 51Q: 3 clusters Score -2.325087e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -23250836.000000 Penalty: 5988.147461
	Iteration 52Q: 3 clusters Score -2.325084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -23250818.000000 Penalty: 5988.147461
	Iteration 53Q: 3 clusters Score -2.325082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -23250826.000000 Penalty: 5988.147461
	Iteration 54Q: 3 clusters Score -2.325083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -23250836.000000 Penalty: 5988.147461
	Iteration 55Q: 3 clusters Score -2.325084e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -23250822.000000 Penalty: 5988.147461
	Iteration 56Q: 3 clusters Score -2.325082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171450 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -23250794.000000 Penalty: 5988.147461
	Iteration 57Q: 3 clusters Score -2.325079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171477 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23250776.000000 Penalty: 5988.147461
	Iteration 58Q: 3 clusters Score -2.325078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -23250750.000000 Penalty: 5988.147461
	Iteration 59Q: 3 clusters Score -2.325075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -23250722.000000 Penalty: 5988.147461
	Iteration 60F: 3 clusters Score -2.325072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171579 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23250698.000000 Penalty: 5988.147461
	Iteration 61Q: 3 clusters Score -2.32507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -23250708.000000 Penalty: 5988.147461
	Iteration 62Q: 3 clusters Score -2.325071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23250696.000000 Penalty: 5988.147461
	Iteration 63Q: 3 clusters Score -2.32507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -23250702.000000 Penalty: 5988.147461
	Iteration 64Q: 3 clusters Score -2.32507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171726 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23250684.000000 Penalty: 5988.147461
	Iteration 65Q: 3 clusters Score -2.325068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171748 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -23250656.000000 Penalty: 5988.147461
	Iteration 66Q: 3 clusters Score -2.325066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23250660.000000 Penalty: 5988.147461
	Iteration 67Q: 3 clusters Score -2.325066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -23250626.000000 Penalty: 5988.147461
	Iteration 68Q: 3 clusters Score -2.325063e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171836 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -23250592.000000 Penalty: 5988.147461
	Iteration 69Q: 3 clusters Score -2.325059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171869 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -23250608.000000 Penalty: 5988.147461
	Iteration 70Q: 3 clusters Score -2.325061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171895 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -23250616.000000 Penalty: 5988.147461
	Iteration 71Q: 3 clusters Score -2.325062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171925 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23250592.000000 Penalty: 5988.147461
	Iteration 72Q: 3 clusters Score -2.325059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171955 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -23250576.000000 Penalty: 5988.147461
	Iteration 73Q: 3 clusters Score -2.325058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -23250574.000000 Penalty: 5988.147461
	Iteration 74Q: 3 clusters Score -2.325057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -23250582.000000 Penalty: 5988.147461
	Iteration 75Q: 3 clusters Score -2.325058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -23250556.000000 Penalty: 5988.147461
	Iteration 76Q: 3 clusters Score -2.325056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -23250562.000000 Penalty: 5988.147461
	Iteration 77Q: 3 clusters Score -2.325056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172089 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -23250536.000000 Penalty: 5988.147461
	Iteration 78Q: 3 clusters Score -2.325054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -23250548.000000 Penalty: 5988.147461
	Iteration 79Q: 3 clusters Score -2.325055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172126 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -23250556.000000 Penalty: 5988.147461
	Iteration 80F: 3 clusters Score -2.325056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172138 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -23250538.000000 Penalty: 5988.147461
	Iteration 81Q: 3 clusters Score -2.325054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -23250558.000000 Penalty: 5988.147461
	Iteration 82Q: 3 clusters Score -2.325056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -23250538.000000 Penalty: 5988.147461
	Iteration 83Q: 3 clusters Score -2.325054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -23250526.000000 Penalty: 5988.147461
	Iteration 84Q: 3 clusters Score -2.325053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -23250516.000000 Penalty: 5988.147461
	Iteration 85Q: 3 clusters Score -2.325052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23250526.000000 Penalty: 5988.147461
	Iteration 86Q: 3 clusters Score -2.325053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -23250530.000000 Penalty: 5988.147461
	Iteration 87Q: 3 clusters Score -2.325053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -23250530.000000 Penalty: 5988.147461
	Iteration 88Q: 3 clusters Score -2.325053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -23250540.000000 Penalty: 5988.147461
	Iteration 89Q: 3 clusters Score -2.325054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -23250534.000000 Penalty: 5988.147461
	Iteration 90Q: 3 clusters Score -2.325053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -23250516.000000 Penalty: 5988.147461
	Iteration 91Q: 3 clusters Score -2.325052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172207 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23250512.000000 Penalty: 5988.147461
	Iteration 92Q: 3 clusters Score -2.325051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172209 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -23250506.000000 Penalty: 5988.147461
	Iteration 93Q: 3 clusters Score -2.325051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -23250506.000000 Penalty: 5988.147461
	Iteration 94Q: 3 clusters Score -2.325051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -23250506.000000 Penalty: 5988.147461
	Iteration 95F: 3 clusters Score -2.325051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Entering Unmasked Estep 
Score: -6358913.500000 Penalty: 2669.191406
	Iteration 0F: 2 clusters Score -6358914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6327144.500000 Penalty: 5338.382812
	Iteration 0F: 3 clusters Score -6327144 nChanged 21711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6339130.500000 Penalty: 5338.382812
	Iteration 1F: 3 clusters Score -6339130 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6339856.000000 Penalty: 5338.382812
	Iteration 2Q: 3 clusters Score -6339856 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6340780.000000 Penalty: 5338.382812
	Iteration 3Q: 3 clusters Score -6340780 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -6342007.500000 Penalty: 5338.382812
	Iteration 4F: 3 clusters Score -6342008 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -6343751.000000 Penalty: 5338.382812
	Iteration 5F: 3 clusters Score -6343751 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -6346379.500000 Penalty: 5338.382812
	Iteration 6F: 3 clusters Score -6346380 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -6349599.500000 Penalty: 5338.382812
	Iteration 7F: 3 clusters Score -6349600 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6352580.000000 Penalty: 5338.382812
	Iteration 8F: 3 clusters Score -6352580 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6354542.500000 Penalty: 5338.382812
	Iteration 9Q: 3 clusters Score -6354542 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6355655.000000 Penalty: 5338.382812
	Iteration 10Q: 3 clusters Score -6355655 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6356147.000000 Penalty: 5338.382812
	Iteration 11Q: 3 clusters Score -6356147 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6356401.500000 Penalty: 5338.382812
	Iteration 12Q: 3 clusters Score -6356402 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6356509.000000 Penalty: 5338.382812
	Iteration 13Q: 3 clusters Score -6356509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6356579.000000 Penalty: 5338.382812
	Iteration 14Q: 3 clusters Score -6356579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6356620.000000 Penalty: 5338.382812
	Iteration 15Q: 3 clusters Score -6356620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6356649.500000 Penalty: 5338.382812
	Iteration 16Q: 3 clusters Score -6356650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6356659.000000 Penalty: 5338.382812
	Iteration 17Q: 3 clusters Score -6356659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6356679.000000 Penalty: 5338.382812
	Iteration 18Q: 3 clusters Score -6356679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6356685.500000 Penalty: 5338.382812
	Iteration 19Q: 3 clusters Score -6356686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6356685.500000 Penalty: 5338.382812
	Iteration 20F: 3 clusters Score -6356686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6356690.500000 Penalty: 5338.382812
	Iteration 21Q: 3 clusters Score -6356690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6356703.000000 Penalty: 5338.382812
	Iteration 22Q: 3 clusters Score -6356703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6356713.000000 Penalty: 5338.382812
	Iteration 23Q: 3 clusters Score -6356713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6356715.000000 Penalty: 5338.382812
	Iteration 24Q: 3 clusters Score -6356715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6356720.500000 Penalty: 5338.382812
	Iteration 25Q: 3 clusters Score -6356720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6356727.500000 Penalty: 5338.382812
	Iteration 26Q: 3 clusters Score -6356728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6356738.000000 Penalty: 5338.382812
	Iteration 27Q: 3 clusters Score -6356738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6356742.500000 Penalty: 5338.382812
	Iteration 28Q: 3 clusters Score -6356742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6356741.500000 Penalty: 5338.382812
	Iteration 29Q: 3 clusters Score -6356742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6356750.000000 Penalty: 5338.382812
	Iteration 30Q: 3 clusters Score -6356750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6356751.000000 Penalty: 5338.382812
	Iteration 31Q: 3 clusters Score -6356751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6356754.500000 Penalty: 5338.382812
	Iteration 32Q: 3 clusters Score -6356754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6356756.500000 Penalty: 5338.382812
	Iteration 33Q: 3 clusters Score -6356756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6356753.500000 Penalty: 5338.382812
	Iteration 34Q: 3 clusters Score -6356754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6356758.500000 Penalty: 5338.382812
	Iteration 35Q: 3 clusters Score -6356758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6356761.500000 Penalty: 5338.382812
	Iteration 36Q: 3 clusters Score -6356762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6356772.000000 Penalty: 5338.382812
	Iteration 37Q: 3 clusters Score -6356772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6356768.000000 Penalty: 5338.382812
	Iteration 38Q: 3 clusters Score -6356768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6356773.500000 Penalty: 5338.382812
	Iteration 39Q: 3 clusters Score -6356774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6356769.500000 Penalty: 5338.382812
	Iteration 40F: 3 clusters Score -6356770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6356774.500000 Penalty: 5338.382812
	Iteration 41Q: 3 clusters Score -6356774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6356771.000000 Penalty: 5338.382812
	Iteration 42Q: 3 clusters Score -6356771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6356778.000000 Penalty: 5338.382812
	Iteration 43Q: 3 clusters Score -6356778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6356778.500000 Penalty: 5338.382812
	Iteration 44Q: 3 clusters Score -6356778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6356777.500000 Penalty: 5338.382812
	Iteration 45Q: 3 clusters Score -6356778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6356789.000000 Penalty: 5338.382812
	Iteration 46Q: 3 clusters Score -6356789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6356790.000000 Penalty: 5338.382812
	Iteration 47Q: 3 clusters Score -6356790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6356788.000000 Penalty: 5338.382812
	Iteration 48Q: 3 clusters Score -6356788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6356788.000000 Penalty: 5338.382812
	Iteration 49F: 3 clusters Score -6356788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 18482 members 
Mstep: Class 5 contains 179537 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70183 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98730 members 
Mstep: Class 16 contains 185494 members 
Mstep: Class 17 contains 31590 members 
Mstep: Class 18 contains 175059 members 
Mstep: Class 19 contains 47234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -1.352508e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18505 members 
Mstep: Class 5 contains 179506 members 
Mstep: Class 6 contains 112444 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 44813 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 70113 members 
Mstep: Class 12 contains 996 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98747 members 
Mstep: Class 16 contains 185482 members 
Mstep: Class 17 contains 31589 members 
Mstep: Class 18 contains 175157 members 
Mstep: Class 19 contains 47227 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 20 clusters Score -1.352508e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 18528 members 
Mstep: Class 5 contains 179451 members 
Mstep: Class 6 contains 112445 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 44827 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 70023 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98766 members 
Mstep: Class 16 contains 185486 members 
Mstep: Class 17 contains 31595 members 
Mstep: Class 18 contains 175266 members 
Mstep: Class 19 contains 47219 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.352508e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 18535 members 
Mstep: Class 5 contains 179378 members 
Mstep: Class 6 contains 112436 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 44830 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 69951 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98794 members 
Mstep: Class 16 contains 185527 members 
Mstep: Class 17 contains 31606 members 
Mstep: Class 18 contains 175350 members 
Mstep: Class 19 contains 47209 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -1.35251e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 179324 members 
Mstep: Class 6 contains 112436 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 44834 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69883 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98830 members 
Mstep: Class 16 contains 185544 members 
Mstep: Class 17 contains 31606 members 
Mstep: Class 18 contains 175424 members 
Mstep: Class 19 contains 47199 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -1.352513e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 179298 members 
Mstep: Class 6 contains 112452 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 44834 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69822 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98850 members 
Mstep: Class 16 contains 185552 members 
Mstep: Class 17 contains 31602 members 
Mstep: Class 18 contains 175461 members 
Mstep: Class 19 contains 47198 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -1.352513e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 179261 members 
Mstep: Class 6 contains 112452 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 44846 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69766 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98880 members 
Mstep: Class 16 contains 185562 members 
Mstep: Class 17 contains 31595 members 
Mstep: Class 18 contains 175516 members 
Mstep: Class 19 contains 47188 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -1.352513e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 179236 members 
Mstep: Class 6 contains 112458 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 44856 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69708 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98906 members 
Mstep: Class 16 contains 185567 members 
Mstep: Class 17 contains 31593 members 
Mstep: Class 18 contains 175565 members 
Mstep: Class 19 contains 47175 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -1.352512e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 18564 members 
Mstep: Class 5 contains 179222 members 
Mstep: Class 6 contains 112452 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 44865 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69662 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98929 members 
Mstep: Class 16 contains 185555 members 
Mstep: Class 17 contains 31593 members 
Mstep: Class 18 contains 175629 members 
Mstep: Class 19 contains 47168 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -1.352514e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 179204 members 
Mstep: Class 6 contains 112445 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 44873 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69607 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98958 members 
Mstep: Class 16 contains 185574 members 
Mstep: Class 17 contains 31599 members 
Mstep: Class 18 contains 175660 members 
Mstep: Class 19 contains 47158 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -1.352513e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 179199 members 
Mstep: Class 6 contains 112446 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 44877 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69560 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98970 members 
Mstep: Class 16 contains 185581 members 
Mstep: Class 17 contains 31595 members 
Mstep: Class 18 contains 175692 members 
Mstep: Class 19 contains 47156 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -1.352514e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 18615 members 
Mstep: Class 5 contains 179190 members 
Mstep: Class 6 contains 112442 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 44882 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69511 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 98981 members 
Mstep: Class 16 contains 185591 members 
Mstep: Class 17 contains 31593 members 
Mstep: Class 18 contains 175725 members 
Mstep: Class 19 contains 47152 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -1.352512e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 18625 members 
Mstep: Class 5 contains 179191 members 
Mstep: Class 6 contains 112446 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4185 members 
Mstep: Class 9 contains 44888 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69459 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99002 members 
Mstep: Class 16 contains 185603 members 
Mstep: Class 17 contains 31587 members 
Mstep: Class 18 contains 175760 members 
Mstep: Class 19 contains 47140 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -1.352513e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 18639 members 
Mstep: Class 5 contains 179188 members 
Mstep: Class 6 contains 112447 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 44901 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69414 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99021 members 
Mstep: Class 16 contains 185626 members 
Mstep: Class 17 contains 31578 members 
Mstep: Class 18 contains 175769 members 
Mstep: Class 19 contains 47139 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -1.352513e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 18647 members 
Mstep: Class 5 contains 179177 members 
Mstep: Class 6 contains 112445 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 44909 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69373 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99047 members 
Mstep: Class 16 contains 185664 members 
Mstep: Class 17 contains 31571 members 
Mstep: Class 18 contains 175777 members 
Mstep: Class 19 contains 47135 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -1.352512e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 179162 members 
Mstep: Class 6 contains 112460 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 44920 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69329 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99054 members 
Mstep: Class 16 contains 185708 members 
Mstep: Class 17 contains 31567 members 
Mstep: Class 18 contains 175786 members 
Mstep: Class 19 contains 47125 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -1.352512e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 18669 members 
Mstep: Class 5 contains 179152 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 44939 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69284 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99061 members 
Mstep: Class 16 contains 185712 members 
Mstep: Class 17 contains 31552 members 
Mstep: Class 18 contains 175826 members 
Mstep: Class 19 contains 47117 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -1.352512e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 179138 members 
Mstep: Class 6 contains 112480 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 44958 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69239 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99061 members 
Mstep: Class 16 contains 185716 members 
Mstep: Class 17 contains 31550 members 
Mstep: Class 18 contains 175871 members 
Mstep: Class 19 contains 47110 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -1.352513e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18678 members 
Mstep: Class 5 contains 179134 members 
Mstep: Class 6 contains 112480 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 44965 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69203 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99072 members 
Mstep: Class 16 contains 185729 members 
Mstep: Class 17 contains 31548 members 
Mstep: Class 18 contains 175909 members 
Mstep: Class 19 contains 47105 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -1.352514e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 179133 members 
Mstep: Class 6 contains 112479 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 44967 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69166 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99084 members 
Mstep: Class 16 contains 185741 members 
Mstep: Class 17 contains 31544 members 
Mstep: Class 18 contains 175942 members 
Mstep: Class 19 contains 47091 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -1.352514e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18691 members 
Mstep: Class 5 contains 179130 members 
Mstep: Class 6 contains 112477 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 44975 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69140 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99099 members 
Mstep: Class 16 contains 185736 members 
Mstep: Class 17 contains 31534 members 
Mstep: Class 18 contains 175976 members 
Mstep: Class 19 contains 47090 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -1.352513e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 179134 members 
Mstep: Class 6 contains 112476 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69111 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99109 members 
Mstep: Class 16 contains 185740 members 
Mstep: Class 17 contains 31526 members 
Mstep: Class 18 contains 176009 members 
Mstep: Class 19 contains 47083 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -1.352513e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 18698 members 
Mstep: Class 5 contains 179125 members 
Mstep: Class 6 contains 112475 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69084 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99124 members 
Mstep: Class 16 contains 185741 members 
Mstep: Class 17 contains 31516 members 
Mstep: Class 18 contains 176058 members 
Mstep: Class 19 contains 47078 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -1.352513e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 179121 members 
Mstep: Class 6 contains 112466 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 44987 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69056 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99138 members 
Mstep: Class 16 contains 185748 members 
Mstep: Class 17 contains 31512 members 
Mstep: Class 18 contains 176093 members 
Mstep: Class 19 contains 47067 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -1.352514e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 18725 members 
Mstep: Class 5 contains 179121 members 
Mstep: Class 6 contains 112464 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 69027 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99151 members 
Mstep: Class 16 contains 185761 members 
Mstep: Class 17 contains 31507 members 
Mstep: Class 18 contains 176120 members 
Mstep: Class 19 contains 47059 members 
Entering Unmasked Estep 
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Score: -135251408.000000 Penalty: 65258.660156
Iteration 143Q: 20 clusters Score -1.352514e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 18738 members 
Mstep: Class 5 contains 179108 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 44984 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68989 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99163 members 
Mstep: Class 16 contains 185771 members 
Mstep: Class 17 contains 31499 members 
Mstep: Class 18 contains 176152 members 
Mstep: Class 19 contains 47059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251408.000000 Penalty: 65258.660156
Iteration 144Q: 20 clusters Score -1.352514e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 18746 members 
Mstep: Class 5 contains 179096 members 
Mstep: Class 6 contains 112460 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 44987 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68949 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99182 members 
Mstep: Class 16 contains 185796 members 
Mstep: Class 17 contains 31491 members 
Mstep: Class 18 contains 176184 members 
Mstep: Class 19 contains 47054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251488.000000 Penalty: 65258.660156
Iteration 145Q: 20 clusters Score -1.352515e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 179082 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68909 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99198 members 
Mstep: Class 16 contains 185821 members 
Mstep: Class 17 contains 31485 members 
Mstep: Class 18 contains 176206 members 
Mstep: Class 19 contains 47048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251520.000000 Penalty: 65258.660156
Iteration 146Q: 20 clusters Score -1.352515e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18769 members 
Mstep: Class 5 contains 179061 members 
Mstep: Class 6 contains 112479 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68871 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99219 members 
Mstep: Class 16 contains 185840 members 
Mstep: Class 17 contains 31478 members 
Mstep: Class 18 contains 176223 members 
Mstep: Class 19 contains 47047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 147Q: 20 clusters Score -1.352516e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18781 members 
Mstep: Class 5 contains 179045 members 
Mstep: Class 6 contains 112490 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 44987 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68836 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99230 members 
Mstep: Class 16 contains 185847 members 
Mstep: Class 17 contains 31474 members 
Mstep: Class 18 contains 176232 members 
Mstep: Class 19 contains 47046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 148Q: 20 clusters Score -1.352515e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18786 members 
Mstep: Class 5 contains 179026 members 
Mstep: Class 6 contains 112489 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68806 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99244 members 
Mstep: Class 16 contains 185866 members 
Mstep: Class 17 contains 31474 members 
Mstep: Class 18 contains 176252 members 
Mstep: Class 19 contains 47044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251424.000000 Penalty: 65258.660156
Iteration 149Q: 20 clusters Score -1.352514e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18789 members 
Mstep: Class 5 contains 179006 members 
Mstep: Class 6 contains 112488 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68779 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99260 members 
Mstep: Class 16 contains 185895 members 
Mstep: Class 17 contains 31467 members 
Mstep: Class 18 contains 176258 members 
Mstep: Class 19 contains 47042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251504.000000 Penalty: 65258.660156
Iteration 150Q: 20 clusters Score -1.352515e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18799 members 
Mstep: Class 5 contains 178987 members 
Mstep: Class 6 contains 112482 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 44993 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68757 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99270 members 
Mstep: Class 16 contains 185913 members 
Mstep: Class 17 contains 31460 members 
Mstep: Class 18 contains 176293 members 
Mstep: Class 19 contains 47040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251504.000000 Penalty: 65258.660156
Iteration 151Q: 20 clusters Score -1.352515e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18813 members 
Mstep: Class 5 contains 178969 members 
Mstep: Class 6 contains 112475 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 44993 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68739 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99279 members 
Mstep: Class 16 contains 185914 members 
Mstep: Class 17 contains 31455 members 
Mstep: Class 18 contains 176336 members 
Mstep: Class 19 contains 47038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 152Q: 20 clusters Score -1.352516e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 178955 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 68714 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99281 members 
Mstep: Class 16 contains 185930 members 
Mstep: Class 17 contains 31451 members 
Mstep: Class 18 contains 176363 members 
Mstep: Class 19 contains 47035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251392.000000 Penalty: 65258.660156
Iteration 153Q: 20 clusters Score -1.352514e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18840 members 
Mstep: Class 5 contains 178943 members 
Mstep: Class 6 contains 112466 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 44994 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68695 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99286 members 
Mstep: Class 16 contains 185960 members 
Mstep: Class 17 contains 31445 members 
Mstep: Class 18 contains 176368 members 
Mstep: Class 19 contains 47026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251376.000000 Penalty: 65258.660156
Iteration 154Q: 20 clusters Score -1.352514e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18845 members 
Mstep: Class 5 contains 178930 members 
Mstep: Class 6 contains 112461 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 44994 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68682 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99287 members 
Mstep: Class 16 contains 185977 members 
Mstep: Class 17 contains 31444 members 
Mstep: Class 18 contains 176385 members 
Mstep: Class 19 contains 47019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251376.000000 Penalty: 65258.660156
Iteration 155Q: 20 clusters Score -1.352514e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18846 members 
Mstep: Class 5 contains 178915 members 
Mstep: Class 6 contains 112456 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 44993 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68663 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99293 members 
Mstep: Class 16 contains 185989 members 
Mstep: Class 17 contains 31441 members 
Mstep: Class 18 contains 176409 members 
Mstep: Class 19 contains 47021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251488.000000 Penalty: 65258.660156
Iteration 156Q: 20 clusters Score -1.352515e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18849 members 
Mstep: Class 5 contains 178909 members 
Mstep: Class 6 contains 112453 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68643 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99302 members 
Mstep: Class 16 contains 185994 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 176431 members 
Mstep: Class 19 contains 47014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251408.000000 Penalty: 65258.660156
Iteration 157Q: 20 clusters Score -1.352514e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18852 members 
Mstep: Class 5 contains 178905 members 
Mstep: Class 6 contains 112449 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68622 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99309 members 
Mstep: Class 16 contains 186008 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 176443 members 
Mstep: Class 19 contains 47010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 158Q: 20 clusters Score -1.352515e+08 nChanged 119
Entering ConstructFrom: 
Score: -135251456.000000 Penalty: 65258.660156
Entering ConstructFrom: 
Trying to split cluster 1 (55854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Entering Unmasked Estep 
Score: -7239686.500000 Penalty: 2710.763184
	Iteration 0F: 2 clusters Score -7239686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -7202061.000000 Penalty: 5421.526367
	Iteration 0F: 3 clusters Score -7202061 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -7216398.000000 Penalty: 5421.526367
	Iteration 1F: 3 clusters Score -7216398 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7216879.500000 Penalty: 5421.526367
	Iteration 2Q: 3 clusters Score -7216880 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7217352.000000 Penalty: 5421.526367
	Iteration 3Q: 3 clusters Score -7217352 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -7217829.500000 Penalty: 5421.526367
	Iteration 4Q: 3 clusters Score -7217830 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -7218361.000000 Penalty: 5421.526367
	Iteration 5Q: 3 clusters Score -7218361 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -7219075.000000 Penalty: 5421.526367
	Iteration 6Q: 3 clusters Score -7219075 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -7220196.500000 Penalty: 5421.526367
	Iteration 7Q: 3 clusters Score -7220196 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7221789.000000 Penalty: 5421.526367
	Iteration 8Q: 3 clusters Score -7221789 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7224077.000000 Penalty: 5421.526367
	Iteration 9F: 3 clusters Score -7224077 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -7226726.500000 Penalty: 5421.526367
	Iteration 10F: 3 clusters Score -7226726 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -7229324.500000 Penalty: 5421.526367
	Iteration 11F: 3 clusters Score -7229324 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -7231498.000000 Penalty: 5421.526367
	Iteration 12Q: 3 clusters Score -7231498 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -7233194.500000 Penalty: 5421.526367
	Iteration 13Q: 3 clusters Score -7233194 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7234566.500000 Penalty: 5421.526367
	Iteration 14Q: 3 clusters Score -7234566 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -7235473.000000 Penalty: 5421.526367
	Iteration 15Q: 3 clusters Score -7235473 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -7236100.000000 Penalty: 5421.526367
	Iteration 16Q: 3 clusters Score -7236100 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -7236524.500000 Penalty: 5421.526367
	Iteration 17Q: 3 clusters Score -7236524 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -7236821.500000 Penalty: 5421.526367
	Iteration 18Q: 3 clusters Score -7236822 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7237005.000000 Penalty: 5421.526367
	Iteration 19Q: 3 clusters Score -7237005 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -7237155.000000 Penalty: 5421.526367
	Iteration 20F: 3 clusters Score -7237155 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7237257.500000 Penalty: 5421.526367
	Iteration 21Q: 3 clusters Score -7237258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -7237313.500000 Penalty: 5421.526367
	Iteration 22Q: 3 clusters Score -7237314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7237352.000000 Penalty: 5421.526367
	Iteration 23Q: 3 clusters Score -7237352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -7237403.500000 Penalty: 5421.526367
	Iteration 24Q: 3 clusters Score -7237404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -7237411.000000 Penalty: 5421.526367
	Iteration 25Q: 3 clusters Score -7237411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -7237431.500000 Penalty: 5421.526367
	Iteration 26Q: 3 clusters Score -7237432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -7237458.500000 Penalty: 5421.526367
	Iteration 27Q: 3 clusters Score -7237458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -7237460.500000 Penalty: 5421.526367
	Iteration 28Q: 3 clusters Score -7237460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -7237471.500000 Penalty: 5421.526367
	Iteration 29Q: 3 clusters Score -7237472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7237473.500000 Penalty: 5421.526367
	Iteration 30Q: 3 clusters Score -7237474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -7237490.000000 Penalty: 5421.526367
	Iteration 31Q: 3 clusters Score -7237490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -7237493.000000 Penalty: 5421.526367
	Iteration 32Q: 3 clusters Score -7237493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7237493.000000 Penalty: 5421.526367
	Iteration 33Q: 3 clusters Score -7237493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -7237502.000000 Penalty: 5421.526367
	Iteration 34Q: 3 clusters Score -7237502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -7237513.500000 Penalty: 5421.526367
	Iteration 35Q: 3 clusters Score -7237514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7237510.500000 Penalty: 5421.526367
	Iteration 36Q: 3 clusters Score -7237510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7237524.500000 Penalty: 5421.526367
	Iteration 37Q: 3 clusters Score -7237524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -7237525.000000 Penalty: 5421.526367
	Iteration 38Q: 3 clusters Score -7237525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -7237529.500000 Penalty: 5421.526367
	Iteration 39Q: 3 clusters Score -7237530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -7237529.000000 Penalty: 5421.526367
	Iteration 40F: 3 clusters Score -7237529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7237535.500000 Penalty: 5421.526367
	Iteration 41Q: 3 clusters Score -7237536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -7237536.000000 Penalty: 5421.526367
	Iteration 42Q: 3 clusters Score -7237536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -7237536.000000 Penalty: 5421.526367
	Iteration 43F: 3 clusters Score -7237536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -136146.812500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -136146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134119.218750 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -134119.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134649.093750 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -134649.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135456.140625 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -135456.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136564.296875 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -136564.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -136964.156250 Penalty: 3497.290771
	Iteration 4F: 3 clusters Score -136964.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -137087.156250 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -137087.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137143.031250 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -137143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137182.515625 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -137182.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137231.468750 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -137231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -137262.140625 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -137262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -137266.640625 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -137266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -137276.265625 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -137276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -137289.906250 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -137289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -137296.281250 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -137296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -137297.343750 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -137297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -137297.343750 Penalty: 3497.290771
	Iteration 15F: 3 clusters Score -137297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 178903 members 
Mstep: Class 6 contains 112451 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68613 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99322 members 
Mstep: Class 16 contains 186002 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 176446 members 
Mstep: Class 19 contains 47009 members 
Mstep: Class 20 contains 272 members 
Entering Unmasked Estep 
Score: -135251072.000000 Penalty: 68693.328125
Splitting cluster 2 changes total score from -135251456.000000 to -135251072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -584455.375000 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -584455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -580189.937500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -580189.9 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -581132.625000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -581132.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -581329.000000 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -581329 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -581448.812500 Penalty: 4182.199219
	Iteration 3Q: 3 clusters Score -581448.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -581545.687500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -581545.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -581660.500000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -581660.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -581821.312500 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -581821.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -582016.187500 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -582016.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -582197.375000 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -582197.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -582358.437500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -582358.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -582506.562500 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -582506.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -582618.562500 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -582618.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -582711.500000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -582711.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -582775.875000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -582775.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -582832.000000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -582832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -582870.875000 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -582870.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -582902.375000 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -582902.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -582927.375000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -582927.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -582945.437500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -582945.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -582962.625000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -582962.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -582976.750000 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -582976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -582991.000000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -582991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -583011.062500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -583011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -583020.875000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -583020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -583029.250000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -583029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -583038.000000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -583038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -583044.687500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -583044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -583049.250000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -583049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -583049.812500 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -583049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -583051.250000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -583051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -583052.250000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -583052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -583054.375000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -583054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -583058.437500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -583058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -583061.750000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -583061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -583062.625000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -583062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -583062.875000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -583062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -583065.750000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -583065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -583066.937500 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -583066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -583066.937500 Penalty: 4182.199219
	Iteration 38F: 3 clusters Score -583066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Entering Unmasked Estep 
Score: -2407070.750000 Penalty: 2441.457520
	Iteration 0F: 2 clusters Score -2407071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2393733.250000 Penalty: 4882.915039
	Iteration 0F: 3 clusters Score -2393733 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2398196.250000 Penalty: 4882.915039
	Iteration 1F: 3 clusters Score -2398196 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2398696.500000 Penalty: 4882.915039
	Iteration 2F: 3 clusters Score -2398696 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2399121.500000 Penalty: 4882.915039
	Iteration 3F: 3 clusters Score -2399122 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2399516.000000 Penalty: 4882.915039
	Iteration 4Q: 3 clusters Score -2399516 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2399926.250000 Penalty: 4882.915039
	Iteration 5Q: 3 clusters Score -2399926 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2400322.500000 Penalty: 4882.915039
	Iteration 6Q: 3 clusters Score -2400322 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2400739.750000 Penalty: 4882.915039
	Iteration 7Q: 3 clusters Score -2400740 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2401195.000000 Penalty: 4882.915039
	Iteration 8Q: 3 clusters Score -2401195 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2401739.000000 Penalty: 4882.915039
	Iteration 9Q: 3 clusters Score -2401739 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2402372.250000 Penalty: 4882.915039
	Iteration 10F: 3 clusters Score -2402372 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2403040.250000 Penalty: 4882.915039
	Iteration 11F: 3 clusters Score -2403040 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2403647.750000 Penalty: 4882.915039
	Iteration 12Q: 3 clusters Score -2403648 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2404155.250000 Penalty: 4882.915039
	Iteration 13Q: 3 clusters Score -2404155 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2404537.500000 Penalty: 4882.915039
	Iteration 14Q: 3 clusters Score -2404538 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2404820.000000 Penalty: 4882.915039
	Iteration 15Q: 3 clusters Score -2404820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2404992.250000 Penalty: 4882.915039
	Iteration 16Q: 3 clusters Score -2404992 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2405090.250000 Penalty: 4882.915039
	Iteration 17Q: 3 clusters Score -2405090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2405170.000000 Penalty: 4882.915039
	Iteration 18Q: 3 clusters Score -2405170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2405215.000000 Penalty: 4882.915039
	Iteration 19Q: 3 clusters Score -2405215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2405258.000000 Penalty: 4882.915039
	Iteration 20F: 3 clusters Score -2405258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2405294.250000 Penalty: 4882.915039
	Iteration 21Q: 3 clusters Score -2405294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2405334.500000 Penalty: 4882.915039
	Iteration 22Q: 3 clusters Score -2405334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2405375.000000 Penalty: 4882.915039
	Iteration 23Q: 3 clusters Score -2405375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2405430.500000 Penalty: 4882.915039
	Iteration 24Q: 3 clusters Score -2405430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2405476.000000 Penalty: 4882.915039
	Iteration 25Q: 3 clusters Score -2405476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2405515.000000 Penalty: 4882.915039
	Iteration 26Q: 3 clusters Score -2405515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2405544.000000 Penalty: 4882.915039
	Iteration 27Q: 3 clusters Score -2405544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2405564.000000 Penalty: 4882.915039
	Iteration 28Q: 3 clusters Score -2405564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2405565.750000 Penalty: 4882.915039
	Iteration 29Q: 3 clusters Score -2405566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2405566.750000 Penalty: 4882.915039
	Iteration 30Q: 3 clusters Score -2405567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2405578.000000 Penalty: 4882.915039
	Iteration 31Q: 3 clusters Score -2405578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2405589.000000 Penalty: 4882.915039
	Iteration 32Q: 3 clusters Score -2405589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2405594.500000 Penalty: 4882.915039
	Iteration 33Q: 3 clusters Score -2405594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2405601.000000 Penalty: 4882.915039
	Iteration 34Q: 3 clusters Score -2405601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2405597.000000 Penalty: 4882.915039
	Iteration 35Q: 3 clusters Score -2405597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2405600.750000 Penalty: 4882.915039
	Iteration 36Q: 3 clusters Score -2405601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2405600.000000 Penalty: 4882.915039
	Iteration 37Q: 3 clusters Score -2405600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2405604.250000 Penalty: 4882.915039
	Iteration 38Q: 3 clusters Score -2405604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2405606.000000 Penalty: 4882.915039
	Iteration 39Q: 3 clusters Score -2405606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2405606.500000 Penalty: 4882.915039
	Iteration 40F: 3 clusters Score -2405606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Entering Unmasked Estep 
Score: -23838066.000000 Penalty: 2999.460449
	Iteration 0F: 2 clusters Score -2.383807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -23729966.000000 Penalty: 5998.920898
	Iteration 0F: 3 clusters Score -2.372997e+07 nChanged 85835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -23779898.000000 Penalty: 5998.920898
	Iteration 1F: 3 clusters Score -2.37799e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -23781074.000000 Penalty: 5998.920898
	Iteration 2Q: 3 clusters Score -2.378107e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -23782520.000000 Penalty: 5998.920898
	Iteration 3Q: 3 clusters Score -2.378252e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -23784852.000000 Penalty: 5998.920898
	Iteration 4Q: 3 clusters Score -2.378485e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -23788622.000000 Penalty: 5998.920898
	Iteration 5Q: 3 clusters Score -2.378862e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -23794798.000000 Penalty: 5998.920898
	Iteration 6F: 3 clusters Score -2.37948e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -23803788.000000 Penalty: 5998.920898
	Iteration 7F: 3 clusters Score -2.380379e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -23813630.000000 Penalty: 5998.920898
	Iteration 8F: 3 clusters Score -2.381363e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -23823056.000000 Penalty: 5998.920898
	Iteration 9F: 3 clusters Score -2.382306e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -23829752.000000 Penalty: 5998.920898
	Iteration 10Q: 3 clusters Score -2.382975e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 150846 members 
Entering Unmasked Estep 
Score: -23833056.000000 Penalty: 5998.920898
	Iteration 11Q: 3 clusters Score -2.383306e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -23834290.000000 Penalty: 5998.920898
	Iteration 12Q: 3 clusters Score -2.383429e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -23834908.000000 Penalty: 5998.920898
	Iteration 13Q: 3 clusters Score -2.383491e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -23835218.000000 Penalty: 5998.920898
	Iteration 14Q: 3 clusters Score -2.383522e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 160987 members 
Entering Unmasked Estep 
Score: -23835346.000000 Penalty: 5998.920898
	Iteration 15Q: 3 clusters Score -2.383535e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -23835570.000000 Penalty: 5998.920898
	Iteration 16Q: 3 clusters Score -2.383557e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -23835784.000000 Penalty: 5998.920898
	Iteration 17Q: 3 clusters Score -2.383578e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 166217 members 
Entering Unmasked Estep 
Score: -23835984.000000 Penalty: 5998.920898
	Iteration 18Q: 3 clusters Score -2.383598e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -23835984.000000 Penalty: 5998.920898
	Iteration 19Q: 3 clusters Score -2.383598e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 168798 members 
Entering Unmasked Estep 
Score: -23836232.000000 Penalty: 5998.920898
	Iteration 20F: 3 clusters Score -2.383623e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 169860 members 
Entering Unmasked Estep 
Score: -23836468.000000 Penalty: 5998.920898
	Iteration 21Q: 3 clusters Score -2.383647e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -23836686.000000 Penalty: 5998.920898
	Iteration 22Q: 3 clusters Score -2.383669e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -23837032.000000 Penalty: 5998.920898
	Iteration 23Q: 3 clusters Score -2.383703e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -23837330.000000 Penalty: 5998.920898
	Iteration 24Q: 3 clusters Score -2.383733e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -23837516.000000 Penalty: 5998.920898
	Iteration 25Q: 3 clusters Score -2.383752e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -23837586.000000 Penalty: 5998.920898
	Iteration 26Q: 3 clusters Score -2.383759e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 173814 members 
Entering Unmasked Estep 
Score: -23837670.000000 Penalty: 5998.920898
	Iteration 27Q: 3 clusters Score -2.383767e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -23837738.000000 Penalty: 5998.920898
	Iteration 28Q: 3 clusters Score -2.383774e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -23837808.000000 Penalty: 5998.920898
	Iteration 29Q: 3 clusters Score -2.383781e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -23837858.000000 Penalty: 5998.920898
	Iteration 30Q: 3 clusters Score -2.383786e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 175053 members 
Entering Unmasked Estep 
Score: -23837920.000000 Penalty: 5998.920898
	Iteration 31Q: 3 clusters Score -2.383792e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -23838006.000000 Penalty: 5998.920898
	Iteration 32Q: 3 clusters Score -2.383801e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -23837996.000000 Penalty: 5998.920898
	Iteration 33Q: 3 clusters Score -2.3838e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 175431 members 
Entering Unmasked Estep 
Score: -23837998.000000 Penalty: 5998.920898
	Iteration 34Q: 3 clusters Score -2.3838e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -23837954.000000 Penalty: 5998.920898
	Iteration 35Q: 3 clusters Score -2.383795e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -23837958.000000 Penalty: 5998.920898
	Iteration 36Q: 3 clusters Score -2.383796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -23837996.000000 Penalty: 5998.920898
	Iteration 37Q: 3 clusters Score -2.3838e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -23837974.000000 Penalty: 5998.920898
	Iteration 38Q: 3 clusters Score -2.383797e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -23837976.000000 Penalty: 5998.920898
	Iteration 39Q: 3 clusters Score -2.383798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -23837970.000000 Penalty: 5998.920898
	Iteration 40F: 3 clusters Score -2.383797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -23837966.000000 Penalty: 5998.920898
	Iteration 41Q: 3 clusters Score -2.383797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -23837942.000000 Penalty: 5998.920898
	Iteration 42Q: 3 clusters Score -2.383794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -23837912.000000 Penalty: 5998.920898
	Iteration 43Q: 3 clusters Score -2.383791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -23837918.000000 Penalty: 5998.920898
	Iteration 44Q: 3 clusters Score -2.383792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 175749 members 
Entering Unmasked Estep 
Score: -23837908.000000 Penalty: 5998.920898
	Iteration 45Q: 3 clusters Score -2.383791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 175759 members 
Entering Unmasked Estep 
Score: -23837904.000000 Penalty: 5998.920898
	Iteration 46Q: 3 clusters Score -2.38379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 175767 members 
Entering Unmasked Estep 
Score: -23837908.000000 Penalty: 5998.920898
	Iteration 47Q: 3 clusters Score -2.383791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -23837914.000000 Penalty: 5998.920898
	Iteration 48Q: 3 clusters Score -2.383791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 175789 members 
Entering Unmasked Estep 
Score: -23837904.000000 Penalty: 5998.920898
	Iteration 49Q: 3 clusters Score -2.38379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -23837890.000000 Penalty: 5998.920898
	Iteration 50Q: 3 clusters Score -2.383789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 175807 members 
Entering Unmasked Estep 
Score: -23837886.000000 Penalty: 5998.920898
	Iteration 51Q: 3 clusters Score -2.383789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -23837868.000000 Penalty: 5998.920898
	Iteration 52Q: 3 clusters Score -2.383787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -23837864.000000 Penalty: 5998.920898
	Iteration 53Q: 3 clusters Score -2.383786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -23837864.000000 Penalty: 5998.920898
	Iteration 54Q: 3 clusters Score -2.383786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -23837868.000000 Penalty: 5998.920898
	Iteration 55Q: 3 clusters Score -2.383787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 175843 members 
Entering Unmasked Estep 
Score: -23837862.000000 Penalty: 5998.920898
	Iteration 56Q: 3 clusters Score -2.383786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 175852 members 
Entering Unmasked Estep 
Score: -23837844.000000 Penalty: 5998.920898
	Iteration 57Q: 3 clusters Score -2.383784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 175857 members 
Entering Unmasked Estep 
Score: -23837860.000000 Penalty: 5998.920898
	Iteration 58Q: 3 clusters Score -2.383786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -23837850.000000 Penalty: 5998.920898
	Iteration 59Q: 3 clusters Score -2.383785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 175865 members 
Entering Unmasked Estep 
Score: -23837856.000000 Penalty: 5998.920898
	Iteration 60F: 3 clusters Score -2.383786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -23837848.000000 Penalty: 5998.920898
	Iteration 61Q: 3 clusters Score -2.383785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -23837846.000000 Penalty: 5998.920898
	Iteration 62Q: 3 clusters Score -2.383785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -23837848.000000 Penalty: 5998.920898
	Iteration 63Q: 3 clusters Score -2.383785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -23837856.000000 Penalty: 5998.920898
	Iteration 64Q: 3 clusters Score -2.383786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -23837834.000000 Penalty: 5998.920898
	Iteration 65Q: 3 clusters Score -2.383783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 175930 members 
Entering Unmasked Estep 
Score: -23837828.000000 Penalty: 5998.920898
	Iteration 66Q: 3 clusters Score -2.383783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -23837800.000000 Penalty: 5998.920898
	Iteration 67Q: 3 clusters Score -2.38378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -23837784.000000 Penalty: 5998.920898
	Iteration 68Q: 3 clusters Score -2.383778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 175975 members 
Entering Unmasked Estep 
Score: -23837784.000000 Penalty: 5998.920898
	Iteration 69Q: 3 clusters Score -2.383778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 175983 members 
Entering Unmasked Estep 
Score: -23837782.000000 Penalty: 5998.920898
	Iteration 70Q: 3 clusters Score -2.383778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -23837778.000000 Penalty: 5998.920898
	Iteration 71Q: 3 clusters Score -2.383778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -23837788.000000 Penalty: 5998.920898
	Iteration 72Q: 3 clusters Score -2.383779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -23837782.000000 Penalty: 5998.920898
	Iteration 73Q: 3 clusters Score -2.383778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 175996 members 
Entering Unmasked Estep 
Score: -23837768.000000 Penalty: 5998.920898
	Iteration 74Q: 3 clusters Score -2.383777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 175997 members 
Entering Unmasked Estep 
Score: -23837772.000000 Penalty: 5998.920898
	Iteration 75Q: 3 clusters Score -2.383777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 175997 members 
Entering Unmasked Estep 
Score: -23837772.000000 Penalty: 5998.920898
	Iteration 76F: 3 clusters Score -2.383777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Entering Unmasked Estep 
Score: -15037543.000000 Penalty: 2884.307617
	Iteration 0F: 2 clusters Score -1.503754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -14962551.000000 Penalty: 5768.615234
	Iteration 0F: 3 clusters Score -1.496255e+07 nChanged 53239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -14993706.000000 Penalty: 5768.615234
	Iteration 1F: 3 clusters Score -1.499371e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -14994687.000000 Penalty: 5768.615234
	Iteration 2Q: 3 clusters Score -1.499469e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -14996088.000000 Penalty: 5768.615234
	Iteration 3Q: 3 clusters Score -1.499609e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -14997974.000000 Penalty: 5768.615234
	Iteration 4Q: 3 clusters Score -1.499797e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -15000745.000000 Penalty: 5768.615234
	Iteration 5Q: 3 clusters Score -1.500074e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -15004370.000000 Penalty: 5768.615234
	Iteration 6F: 3 clusters Score -1.500437e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -15009111.000000 Penalty: 5768.615234
	Iteration 7F: 3 clusters Score -1.500911e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -15014039.000000 Penalty: 5768.615234
	Iteration 8F: 3 clusters Score -1.501404e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -15018425.000000 Penalty: 5768.615234
	Iteration 9F: 3 clusters Score -1.501842e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -15020895.000000 Penalty: 5768.615234
	Iteration 10Q: 3 clusters Score -1.50209e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -15021778.000000 Penalty: 5768.615234
	Iteration 11Q: 3 clusters Score -1.502178e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -15022208.000000 Penalty: 5768.615234
	Iteration 12Q: 3 clusters Score -1.502221e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -15022457.000000 Penalty: 5768.615234
	Iteration 13Q: 3 clusters Score -1.502246e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -15022637.000000 Penalty: 5768.615234
	Iteration 14Q: 3 clusters Score -1.502264e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -15022835.000000 Penalty: 5768.615234
	Iteration 15Q: 3 clusters Score -1.502284e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -15023028.000000 Penalty: 5768.615234
	Iteration 16Q: 3 clusters Score -1.502303e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -15023161.000000 Penalty: 5768.615234
	Iteration 17Q: 3 clusters Score -1.502316e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -15023228.000000 Penalty: 5768.615234
	Iteration 18Q: 3 clusters Score -1.502323e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -15023334.000000 Penalty: 5768.615234
	Iteration 19Q: 3 clusters Score -1.502333e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -15023440.000000 Penalty: 5768.615234
	Iteration 20F: 3 clusters Score -1.502344e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -15023558.000000 Penalty: 5768.615234
	Iteration 21Q: 3 clusters Score -1.502356e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -15023628.000000 Penalty: 5768.615234
	Iteration 22Q: 3 clusters Score -1.502363e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -15023744.000000 Penalty: 5768.615234
	Iteration 23Q: 3 clusters Score -1.502374e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -15023801.000000 Penalty: 5768.615234
	Iteration 24Q: 3 clusters Score -1.50238e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -15023908.000000 Penalty: 5768.615234
	Iteration 25Q: 3 clusters Score -1.502391e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -15024032.000000 Penalty: 5768.615234
	Iteration 26Q: 3 clusters Score -1.502403e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -15024212.000000 Penalty: 5768.615234
	Iteration 27Q: 3 clusters Score -1.502421e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -15024307.000000 Penalty: 5768.615234
	Iteration 28Q: 3 clusters Score -1.502431e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -15024366.000000 Penalty: 5768.615234
	Iteration 29Q: 3 clusters Score -1.502437e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -15024435.000000 Penalty: 5768.615234
	Iteration 30Q: 3 clusters Score -1.502444e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -15024582.000000 Penalty: 5768.615234
	Iteration 31Q: 3 clusters Score -1.502458e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -15024640.000000 Penalty: 5768.615234
	Iteration 32Q: 3 clusters Score -1.502464e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -15024808.000000 Penalty: 5768.615234
	Iteration 33Q: 3 clusters Score -1.502481e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -15024898.000000 Penalty: 5768.615234
	Iteration 34Q: 3 clusters Score -1.50249e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -15025008.000000 Penalty: 5768.615234
	Iteration 35Q: 3 clusters Score -1.502501e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -15025167.000000 Penalty: 5768.615234
	Iteration 36Q: 3 clusters Score -1.502517e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -15025253.000000 Penalty: 5768.615234
	Iteration 37Q: 3 clusters Score -1.502525e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -15025407.000000 Penalty: 5768.615234
	Iteration 38Q: 3 clusters Score -1.502541e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -15025528.000000 Penalty: 5768.615234
	Iteration 39Q: 3 clusters Score -1.502553e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -15025703.000000 Penalty: 5768.615234
	Iteration 40F: 3 clusters Score -1.50257e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -15025916.000000 Penalty: 5768.615234
	Iteration 41Q: 3 clusters Score -1.502592e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -15026091.000000 Penalty: 5768.615234
	Iteration 42Q: 3 clusters Score -1.502609e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -15026435.000000 Penalty: 5768.615234
	Iteration 43Q: 3 clusters Score -1.502644e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -15026695.000000 Penalty: 5768.615234
	Iteration 44Q: 3 clusters Score -1.50267e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -15027027.000000 Penalty: 5768.615234
	Iteration 45Q: 3 clusters Score -1.502703e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -15027399.000000 Penalty: 5768.615234
	Iteration 46Q: 3 clusters Score -1.50274e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -15027786.000000 Penalty: 5768.615234
	Iteration 47Q: 3 clusters Score -1.502779e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -15028206.000000 Penalty: 5768.615234
	Iteration 48Q: 3 clusters Score -1.502821e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -15028677.000000 Penalty: 5768.615234
	Iteration 49Q: 3 clusters Score -1.502868e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -15029069.000000 Penalty: 5768.615234
	Iteration 50Q: 3 clusters Score -1.502907e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -15029621.000000 Penalty: 5768.615234
	Iteration 51Q: 3 clusters Score -1.502962e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -15030194.000000 Penalty: 5768.615234
	Iteration 52Q: 3 clusters Score -1.503019e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -15030694.000000 Penalty: 5768.615234
	Iteration 53Q: 3 clusters Score -1.503069e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -15031231.000000 Penalty: 5768.615234
	Iteration 54Q: 3 clusters Score -1.503123e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -15031837.000000 Penalty: 5768.615234
	Iteration 55Q: 3 clusters Score -1.503184e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -15032327.000000 Penalty: 5768.615234
	Iteration 56Q: 3 clusters Score -1.503233e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -15032790.000000 Penalty: 5768.615234
	Iteration 57Q: 3 clusters Score -1.503279e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -15033239.000000 Penalty: 5768.615234
	Iteration 58Q: 3 clusters Score -1.503324e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -15033612.000000 Penalty: 5768.615234
	Iteration 59Q: 3 clusters Score -1.503361e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -15033956.000000 Penalty: 5768.615234
	Iteration 60F: 3 clusters Score -1.503396e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15034214.000000 Penalty: 5768.615234
	Iteration 61Q: 3 clusters Score -1.503421e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -15034360.000000 Penalty: 5768.615234
	Iteration 62Q: 3 clusters Score -1.503436e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15034493.000000 Penalty: 5768.615234
	Iteration 63Q: 3 clusters Score -1.503449e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15034597.000000 Penalty: 5768.615234
	Iteration 64Q: 3 clusters Score -1.50346e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15034667.000000 Penalty: 5768.615234
	Iteration 65Q: 3 clusters Score -1.503467e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15034717.000000 Penalty: 5768.615234
	Iteration 66Q: 3 clusters Score -1.503472e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -15034751.000000 Penalty: 5768.615234
	Iteration 67Q: 3 clusters Score -1.503475e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15034798.000000 Penalty: 5768.615234
	Iteration 68Q: 3 clusters Score -1.50348e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15034842.000000 Penalty: 5768.615234
	Iteration 69Q: 3 clusters Score -1.503484e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15034877.000000 Penalty: 5768.615234
	Iteration 70Q: 3 clusters Score -1.503488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15034894.000000 Penalty: 5768.615234
	Iteration 71Q: 3 clusters Score -1.503489e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15034908.000000 Penalty: 5768.615234
	Iteration 72Q: 3 clusters Score -1.503491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15034934.000000 Penalty: 5768.615234
	Iteration 73Q: 3 clusters Score -1.503493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15034976.000000 Penalty: 5768.615234
	Iteration 74Q: 3 clusters Score -1.503498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15034988.000000 Penalty: 5768.615234
	Iteration 75Q: 3 clusters Score -1.503499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15034997.000000 Penalty: 5768.615234
	Iteration 76Q: 3 clusters Score -1.5035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15035034.000000 Penalty: 5768.615234
	Iteration 77Q: 3 clusters Score -1.503503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111405 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15035042.000000 Penalty: 5768.615234
	Iteration 78Q: 3 clusters Score -1.503504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -15035046.000000 Penalty: 5768.615234
	Iteration 79Q: 3 clusters Score -1.503505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15035064.000000 Penalty: 5768.615234
	Iteration 80F: 3 clusters Score -1.503506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15035087.000000 Penalty: 5768.615234
	Iteration 81Q: 3 clusters Score -1.503509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15035074.000000 Penalty: 5768.615234
	Iteration 82Q: 3 clusters Score -1.503507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15035085.000000 Penalty: 5768.615234
	Iteration 83Q: 3 clusters Score -1.503508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111492 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15035081.000000 Penalty: 5768.615234
	Iteration 84Q: 3 clusters Score -1.503508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15035091.000000 Penalty: 5768.615234
	Iteration 85Q: 3 clusters Score -1.503509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15035085.000000 Penalty: 5768.615234
	Iteration 86Q: 3 clusters Score -1.503508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -15035090.000000 Penalty: 5768.615234
	Iteration 87Q: 3 clusters Score -1.503509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15035102.000000 Penalty: 5768.615234
	Iteration 88Q: 3 clusters Score -1.50351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15035101.000000 Penalty: 5768.615234
	Iteration 89Q: 3 clusters Score -1.50351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15035107.000000 Penalty: 5768.615234
	Iteration 90Q: 3 clusters Score -1.503511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15035103.000000 Penalty: 5768.615234
	Iteration 91Q: 3 clusters Score -1.50351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15035111.000000 Penalty: 5768.615234
	Iteration 92Q: 3 clusters Score -1.503511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15035106.000000 Penalty: 5768.615234
	Iteration 93Q: 3 clusters Score -1.503511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15035105.000000 Penalty: 5768.615234
	Iteration 94Q: 3 clusters Score -1.50351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -15035112.000000 Penalty: 5768.615234
	Iteration 95Q: 3 clusters Score -1.503511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -15035111.000000 Penalty: 5768.615234
	Iteration 96Q: 3 clusters Score -1.503511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15035118.000000 Penalty: 5768.615234
	Iteration 97Q: 3 clusters Score -1.503512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15035112.000000 Penalty: 5768.615234
	Iteration 98Q: 3 clusters Score -1.503511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15035108.000000 Penalty: 5768.615234
	Iteration 99Q: 3 clusters Score -1.503511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -15035103.000000 Penalty: 5768.615234
	Iteration 100F: 3 clusters Score -1.50351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15035099.000000 Penalty: 5768.615234
	Iteration 101Q: 3 clusters Score -1.50351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15035108.000000 Penalty: 5768.615234
	Iteration 102Q: 3 clusters Score -1.503511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15035108.000000 Penalty: 5768.615234
	Iteration 103Q: 3 clusters Score -1.503511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15035115.000000 Penalty: 5768.615234
	Iteration 104Q: 3 clusters Score -1.503512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15035112.000000 Penalty: 5768.615234
	Iteration 105Q: 3 clusters Score -1.503511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15035112.000000 Penalty: 5768.615234
	Iteration 106F: 3 clusters Score -1.503511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107002.867188 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -107002.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107674.125000 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107674.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108200.750000 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -108200.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -108886.140625 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -108886.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109191.390625 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -109191.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109325.179688 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -109325.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -109381.296875 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -109381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -109391.265625 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -109391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109394.773438 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -109394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109394.773438 Penalty: 3397.662598
	Iteration 9F: 3 clusters Score -109394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 178903 members 
Mstep: Class 6 contains 112451 members 
Mstep: Class 7 contains 157 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68613 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99322 members 
Mstep: Class 16 contains 186002 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 176446 members 
Mstep: Class 19 contains 47009 members 
Mstep: Class 20 contains 787 members 
Entering Unmasked Estep 
Score: -135250608.000000 Penalty: 68693.328125
Splitting cluster 7 changes total score from -135251456.000000 to -135250608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -471824.343750 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -471824.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -468092.468750 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -468092.5 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -469112.250000 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -469112.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -469505.937500 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -469505.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -469844.062500 Penalty: 4092.048340
	Iteration 3F: 3 clusters Score -469844.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -470115.125000 Penalty: 4092.048340
	Iteration 4F: 3 clusters Score -470115.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -470281.125000 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -470281.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -470407.187500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -470407.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -470506.437500 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -470506.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -470571.250000 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -470571.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -470619.093750 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -470619.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -470659.250000 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -470659.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -470693.906250 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -470693.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -470714.843750 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -470714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -470731.718750 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -470731.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -470744.687500 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -470744.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -470755.562500 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -470755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -470762.031250 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -470762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -470770.718750 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -470770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -470787.625000 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -470787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -470803.656250 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -470803.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -470820.406250 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -470820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -470826.812500 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -470826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -470832.531250 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -470832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -470840.968750 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -470841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -470848.343750 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -470848.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -470858.625000 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -470858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -470865.000000 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -470865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -470870.281250 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -470870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -470875.125000 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -470875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -470879.406250 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -470879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -470882.531250 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -470882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -470884.281250 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -470884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -470885.843750 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -470885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -470886.406250 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -470886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -470887.500000 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -470887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -470887.281250 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -470887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -470887.281250 Penalty: 4092.048340
	Iteration 36F: 3 clusters Score -470887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -6035786.500000 Penalty: 2657.109619
	Iteration 0F: 2 clusters Score -6035786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -6005453.500000 Penalty: 5314.219238
	Iteration 0F: 3 clusters Score -6005454 nChanged 20632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -6017052.000000 Penalty: 5314.219238
	Iteration 1F: 3 clusters Score -6017052 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6017730.000000 Penalty: 5314.219238
	Iteration 2Q: 3 clusters Score -6017730 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -6018547.000000 Penalty: 5314.219238
	Iteration 3Q: 3 clusters Score -6018547 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -6019745.500000 Penalty: 5314.219238
	Iteration 4Q: 3 clusters Score -6019746 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -6021381.000000 Penalty: 5314.219238
	Iteration 5F: 3 clusters Score -6021381 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -6023558.000000 Penalty: 5314.219238
	Iteration 6F: 3 clusters Score -6023558 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -6026114.000000 Penalty: 5314.219238
	Iteration 7F: 3 clusters Score -6026114 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -6028434.000000 Penalty: 5314.219238
	Iteration 8F: 3 clusters Score -6028434 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -6029964.500000 Penalty: 5314.219238
	Iteration 9Q: 3 clusters Score -6029964 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6030683.500000 Penalty: 5314.219238
	Iteration 10Q: 3 clusters Score -6030684 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -6031076.000000 Penalty: 5314.219238
	Iteration 11Q: 3 clusters Score -6031076 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -6031369.000000 Penalty: 5314.219238
	Iteration 12Q: 3 clusters Score -6031369 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -6031617.500000 Penalty: 5314.219238
	Iteration 13Q: 3 clusters Score -6031618 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -6031831.500000 Penalty: 5314.219238
	Iteration 14Q: 3 clusters Score -6031832 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -6032055.000000 Penalty: 5314.219238
	Iteration 15Q: 3 clusters Score -6032055 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6032248.000000 Penalty: 5314.219238
	Iteration 16Q: 3 clusters Score -6032248 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -6032473.000000 Penalty: 5314.219238
	Iteration 17Q: 3 clusters Score -6032473 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -6032644.000000 Penalty: 5314.219238
	Iteration 18Q: 3 clusters Score -6032644 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6032768.000000 Penalty: 5314.219238
	Iteration 19Q: 3 clusters Score -6032768 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6032908.000000 Penalty: 5314.219238
	Iteration 20F: 3 clusters Score -6032908 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -6033037.000000 Penalty: 5314.219238
	Iteration 21Q: 3 clusters Score -6033037 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6033171.000000 Penalty: 5314.219238
	Iteration 22Q: 3 clusters Score -6033171 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -6033270.000000 Penalty: 5314.219238
	Iteration 23Q: 3 clusters Score -6033270 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -6033364.000000 Penalty: 5314.219238
	Iteration 24Q: 3 clusters Score -6033364 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6033440.500000 Penalty: 5314.219238
	Iteration 25Q: 3 clusters Score -6033440 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6033488.500000 Penalty: 5314.219238
	Iteration 26Q: 3 clusters Score -6033488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6033541.500000 Penalty: 5314.219238
	Iteration 27Q: 3 clusters Score -6033542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -6033585.500000 Penalty: 5314.219238
	Iteration 28Q: 3 clusters Score -6033586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6033614.000000 Penalty: 5314.219238
	Iteration 29Q: 3 clusters Score -6033614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6033668.500000 Penalty: 5314.219238
	Iteration 30Q: 3 clusters Score -6033668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6033715.000000 Penalty: 5314.219238
	Iteration 31Q: 3 clusters Score -6033715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6033741.500000 Penalty: 5314.219238
	Iteration 32Q: 3 clusters Score -6033742 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6033754.500000 Penalty: 5314.219238
	Iteration 33Q: 3 clusters Score -6033754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6033795.500000 Penalty: 5314.219238
	Iteration 34Q: 3 clusters Score -6033796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6033806.500000 Penalty: 5314.219238
	Iteration 35Q: 3 clusters Score -6033806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6033832.000000 Penalty: 5314.219238
	Iteration 36Q: 3 clusters Score -6033832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6033855.500000 Penalty: 5314.219238
	Iteration 37Q: 3 clusters Score -6033856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6033872.500000 Penalty: 5314.219238
	Iteration 38Q: 3 clusters Score -6033872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6033879.000000 Penalty: 5314.219238
	Iteration 39Q: 3 clusters Score -6033879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6033896.000000 Penalty: 5314.219238
	Iteration 40F: 3 clusters Score -6033896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6033906.000000 Penalty: 5314.219238
	Iteration 41Q: 3 clusters Score -6033906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6033915.500000 Penalty: 5314.219238
	Iteration 42Q: 3 clusters Score -6033916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6033934.500000 Penalty: 5314.219238
	Iteration 43Q: 3 clusters Score -6033934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6033948.000000 Penalty: 5314.219238
	Iteration 44Q: 3 clusters Score -6033948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6033956.000000 Penalty: 5314.219238
	Iteration 45Q: 3 clusters Score -6033956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6033961.000000 Penalty: 5314.219238
	Iteration 46Q: 3 clusters Score -6033961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6033969.000000 Penalty: 5314.219238
	Iteration 47Q: 3 clusters Score -6033969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6033961.000000 Penalty: 5314.219238
	Iteration 48Q: 3 clusters Score -6033961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6033966.000000 Penalty: 5314.219238
	Iteration 49Q: 3 clusters Score -6033966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6033960.500000 Penalty: 5314.219238
	Iteration 50Q: 3 clusters Score -6033960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6033976.000000 Penalty: 5314.219238
	Iteration 51Q: 3 clusters Score -6033976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6033982.000000 Penalty: 5314.219238
	Iteration 52Q: 3 clusters Score -6033982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6034001.000000 Penalty: 5314.219238
	Iteration 53Q: 3 clusters Score -6034001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6033998.500000 Penalty: 5314.219238
	Iteration 54Q: 3 clusters Score -6033998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6034000.500000 Penalty: 5314.219238
	Iteration 55Q: 3 clusters Score -6034000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6034009.500000 Penalty: 5314.219238
	Iteration 56Q: 3 clusters Score -6034010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6034037.000000 Penalty: 5314.219238
	Iteration 57Q: 3 clusters Score -6034037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6034073.000000 Penalty: 5314.219238
	Iteration 58Q: 3 clusters Score -6034073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6034080.000000 Penalty: 5314.219238
	Iteration 59Q: 3 clusters Score -6034080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6034086.500000 Penalty: 5314.219238
	Iteration 60F: 3 clusters Score -6034086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6034096.000000 Penalty: 5314.219238
	Iteration 61Q: 3 clusters Score -6034096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6034106.000000 Penalty: 5314.219238
	Iteration 62Q: 3 clusters Score -6034106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6034107.500000 Penalty: 5314.219238
	Iteration 63Q: 3 clusters Score -6034108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6034113.500000 Penalty: 5314.219238
	Iteration 64Q: 3 clusters Score -6034114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6034124.500000 Penalty: 5314.219238
	Iteration 65Q: 3 clusters Score -6034124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6034139.500000 Penalty: 5314.219238
	Iteration 66Q: 3 clusters Score -6034140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6034141.500000 Penalty: 5314.219238
	Iteration 67Q: 3 clusters Score -6034142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6034141.500000 Penalty: 5314.219238
	Iteration 68Q: 3 clusters Score -6034142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6034146.500000 Penalty: 5314.219238
	Iteration 69Q: 3 clusters Score -6034146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6034154.000000 Penalty: 5314.219238
	Iteration 70Q: 3 clusters Score -6034154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6034169.500000 Penalty: 5314.219238
	Iteration 71Q: 3 clusters Score -6034170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6034174.000000 Penalty: 5314.219238
	Iteration 72Q: 3 clusters Score -6034174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6034171.000000 Penalty: 5314.219238
	Iteration 73Q: 3 clusters Score -6034171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6034185.000000 Penalty: 5314.219238
	Iteration 74Q: 3 clusters Score -6034185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6034186.500000 Penalty: 5314.219238
	Iteration 75Q: 3 clusters Score -6034186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6034181.500000 Penalty: 5314.219238
	Iteration 76Q: 3 clusters Score -6034182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6034178.500000 Penalty: 5314.219238
	Iteration 77Q: 3 clusters Score -6034178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6034176.500000 Penalty: 5314.219238
	Iteration 78Q: 3 clusters Score -6034176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6034181.000000 Penalty: 5314.219238
	Iteration 79Q: 3 clusters Score -6034181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6034181.000000 Penalty: 5314.219238
	Iteration 80F: 3 clusters Score -6034181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -193569.000000 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -193569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191276.875000 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -191276.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191652.312500 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -191652.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191752.640625 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -191752.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191812.515625 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -191812.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191847.265625 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -191847.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191883.765625 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -191883.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191901.109375 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -191901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -191911.000000 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -191911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191920.093750 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -191920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191927.500000 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -191927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -191934.781250 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -191934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191939.937500 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -191939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191941.078125 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -191941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191941.078125 Penalty: 3618.684570
	Iteration 13F: 3 clusters Score -191941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Entering Unmasked Estep 
Score: -9183762.000000 Penalty: 2761.786865
	Iteration 0F: 2 clusters Score -9183762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -9137757.000000 Penalty: 5523.573730
	Iteration 0F: 3 clusters Score -9137757 nChanged 31991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -9155646.000000 Penalty: 5523.573730
	Iteration 1F: 3 clusters Score -9155646 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -9156382.000000 Penalty: 5523.573730
	Iteration 2Q: 3 clusters Score -9156382 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -9157228.000000 Penalty: 5523.573730
	Iteration 3Q: 3 clusters Score -9157228 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9158262.000000 Penalty: 5523.573730
	Iteration 4Q: 3 clusters Score -9158262 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -9159828.000000 Penalty: 5523.573730
	Iteration 5Q: 3 clusters Score -9159828 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -9162203.000000 Penalty: 5523.573730
	Iteration 6F: 3 clusters Score -9162203 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -9165775.000000 Penalty: 5523.573730
	Iteration 7F: 3 clusters Score -9165775 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -9170555.000000 Penalty: 5523.573730
	Iteration 8F: 3 clusters Score -9170555 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -9175444.000000 Penalty: 5523.573730
	Iteration 9F: 3 clusters Score -9175444 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -9178730.000000 Penalty: 5523.573730
	Iteration 10Q: 3 clusters Score -9178730 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -9180314.000000 Penalty: 5523.573730
	Iteration 11Q: 3 clusters Score -9180314 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -9180904.000000 Penalty: 5523.573730
	Iteration 12Q: 3 clusters Score -9180904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
Score: -9181120.000000 Penalty: 5523.573730
	Iteration 13Q: 3 clusters Score -9181120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -9181231.000000 Penalty: 5523.573730
	Iteration 14Q: 3 clusters Score -9181231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -9181294.000000 Penalty: 5523.573730
	Iteration 15Q: 3 clusters Score -9181294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -9181327.000000 Penalty: 5523.573730
	Iteration 16Q: 3 clusters Score -9181327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -9181348.000000 Penalty: 5523.573730
	Iteration 17Q: 3 clusters Score -9181348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -9181359.000000 Penalty: 5523.573730
	Iteration 18Q: 3 clusters Score -9181359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -9181362.000000 Penalty: 5523.573730
	Iteration 19Q: 3 clusters Score -9181362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -9181373.000000 Penalty: 5523.573730
	Iteration 20F: 3 clusters Score -9181373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -9181372.000000 Penalty: 5523.573730
	Iteration 21Q: 3 clusters Score -9181372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -9181377.000000 Penalty: 5523.573730
	Iteration 22Q: 3 clusters Score -9181377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -9181377.000000 Penalty: 5523.573730
	Iteration 23F: 3 clusters Score -9181377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -131690.312500 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -131690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129708.046875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -129708 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129957.195312 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -129957.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130028.515625 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -130028.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130069.773438 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -130069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130091.929688 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -130091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130101.289062 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -130101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130113.109375 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -130113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130118.539062 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -130118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130121.195312 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -130121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -130123.406250 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -130123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -130127.203125 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -130127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130128.406250 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -130128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130128.406250 Penalty: 3425.750488
	Iteration 12F: 3 clusters Score -130128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -134010.281250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -134010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132085.687500 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -132085.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132549.546875 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -132549.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -132860.218750 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -132860.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133185.437500 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -133185.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133300.750000 Penalty: 3481.571045
	Iteration 4F: 3 clusters Score -133300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133373.687500 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -133373.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133419.265625 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -133419.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133464.203125 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -133464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133491.031250 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -133491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133520.390625 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -133520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133544.453125 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -133544.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133577.203125 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -133577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133608.468750 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -133608.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133636.265625 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -133636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133649.328125 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -133649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133667.218750 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -133667.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133690.125000 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -133690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -133708.078125 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -133708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133725.609375 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -133725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133742.578125 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -133742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133756.000000 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -133756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -133769.718750 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -133769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133779.453125 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -133779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133789.031250 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -133789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -133795.437500 Penalty: 3481.571045
	Iteration 24Q: 3 clusters Score -133795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133798.359375 Penalty: 3481.571045
	Iteration 25Q: 3 clusters Score -133798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133798.359375 Penalty: 3481.571045
	Iteration 26F: 3 clusters Score -133798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -67503.796875 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -67503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65945.492188 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -65945.49 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66114.179688 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -66114.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66151.718750 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -66151.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66184.835938 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -66184.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66201.062500 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -66201.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66203.062500 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -66203.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66203.062500 Penalty: 3121.535889
	Iteration 6F: 3 clusters Score -66203.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Entering Unmasked Estep 
Score: -13300019.000000 Penalty: 2853.518311
	Iteration 0F: 2 clusters Score -1.330002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -13233780.000000 Penalty: 5707.036621
	Iteration 0F: 3 clusters Score -1.323378e+07 nChanged 46831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -13261282.000000 Penalty: 5707.036621
	Iteration 1F: 3 clusters Score -1.326128e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -13262955.000000 Penalty: 5707.036621
	Iteration 2Q: 3 clusters Score -1.326296e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -13265714.000000 Penalty: 5707.036621
	Iteration 3F: 3 clusters Score -1.326571e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -13269544.000000 Penalty: 5707.036621
	Iteration 4F: 3 clusters Score -1.326954e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -13274851.000000 Penalty: 5707.036621
	Iteration 5F: 3 clusters Score -1.327485e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -13281154.000000 Penalty: 5707.036621
	Iteration 6F: 3 clusters Score -1.328115e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -13286602.000000 Penalty: 5707.036621
	Iteration 7F: 3 clusters Score -1.32866e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -13289483.000000 Penalty: 5707.036621
	Iteration 8Q: 3 clusters Score -1.328948e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -13290556.000000 Penalty: 5707.036621
	Iteration 9Q: 3 clusters Score -1.329056e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -13291182.000000 Penalty: 5707.036621
	Iteration 10Q: 3 clusters Score -1.329118e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -13291598.000000 Penalty: 5707.036621
	Iteration 11Q: 3 clusters Score -1.32916e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -13291988.000000 Penalty: 5707.036621
	Iteration 12Q: 3 clusters Score -1.329199e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -13292353.000000 Penalty: 5707.036621
	Iteration 13Q: 3 clusters Score -1.329235e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -13292668.000000 Penalty: 5707.036621
	Iteration 14Q: 3 clusters Score -1.329267e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -13292982.000000 Penalty: 5707.036621
	Iteration 15Q: 3 clusters Score -1.329298e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -13293290.000000 Penalty: 5707.036621
	Iteration 16Q: 3 clusters Score -1.329329e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -13293485.000000 Penalty: 5707.036621
	Iteration 17Q: 3 clusters Score -1.329348e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -13293805.000000 Penalty: 5707.036621
	Iteration 18Q: 3 clusters Score -1.32938e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -13294012.000000 Penalty: 5707.036621
	Iteration 19Q: 3 clusters Score -1.329401e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -13294246.000000 Penalty: 5707.036621
	Iteration 20F: 3 clusters Score -1.329425e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -13294588.000000 Penalty: 5707.036621
	Iteration 21Q: 3 clusters Score -1.329459e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -13294853.000000 Penalty: 5707.036621
	Iteration 22Q: 3 clusters Score -1.329485e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -13295108.000000 Penalty: 5707.036621
	Iteration 23Q: 3 clusters Score -1.329511e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -13295366.000000 Penalty: 5707.036621
	Iteration 24Q: 3 clusters Score -1.329537e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -13295545.000000 Penalty: 5707.036621
	Iteration 25Q: 3 clusters Score -1.329554e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -13295828.000000 Penalty: 5707.036621
	Iteration 26Q: 3 clusters Score -1.329583e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -13296108.000000 Penalty: 5707.036621
	Iteration 27Q: 3 clusters Score -1.329611e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -13296354.000000 Penalty: 5707.036621
	Iteration 28Q: 3 clusters Score -1.329635e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -13296530.000000 Penalty: 5707.036621
	Iteration 29Q: 3 clusters Score -1.329653e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -13296736.000000 Penalty: 5707.036621
	Iteration 30Q: 3 clusters Score -1.329674e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -13296801.000000 Penalty: 5707.036621
	Iteration 31Q: 3 clusters Score -1.32968e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13296886.000000 Penalty: 5707.036621
	Iteration 32Q: 3 clusters Score -1.329689e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -13296971.000000 Penalty: 5707.036621
	Iteration 33Q: 3 clusters Score -1.329697e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -13297015.000000 Penalty: 5707.036621
	Iteration 34Q: 3 clusters Score -1.329702e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -13297108.000000 Penalty: 5707.036621
	Iteration 35Q: 3 clusters Score -1.329711e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -13297135.000000 Penalty: 5707.036621
	Iteration 36Q: 3 clusters Score -1.329714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -13297168.000000 Penalty: 5707.036621
	Iteration 37Q: 3 clusters Score -1.329717e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -13297200.000000 Penalty: 5707.036621
	Iteration 38Q: 3 clusters Score -1.32972e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -13297230.000000 Penalty: 5707.036621
	Iteration 39Q: 3 clusters Score -1.329723e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -13297268.000000 Penalty: 5707.036621
	Iteration 40F: 3 clusters Score -1.329727e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13297303.000000 Penalty: 5707.036621
	Iteration 41Q: 3 clusters Score -1.32973e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -13297298.000000 Penalty: 5707.036621
	Iteration 42Q: 3 clusters Score -1.32973e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -13297323.000000 Penalty: 5707.036621
	Iteration 43Q: 3 clusters Score -1.329732e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13297373.000000 Penalty: 5707.036621
	Iteration 44Q: 3 clusters Score -1.329737e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13297398.000000 Penalty: 5707.036621
	Iteration 45Q: 3 clusters Score -1.32974e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -13297421.000000 Penalty: 5707.036621
	Iteration 46Q: 3 clusters Score -1.329742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -13297424.000000 Penalty: 5707.036621
	Iteration 47Q: 3 clusters Score -1.329742e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -13297445.000000 Penalty: 5707.036621
	Iteration 48Q: 3 clusters Score -1.329744e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13297473.000000 Penalty: 5707.036621
	Iteration 49Q: 3 clusters Score -1.329747e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -13297496.000000 Penalty: 5707.036621
	Iteration 50Q: 3 clusters Score -1.32975e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -13297507.000000 Penalty: 5707.036621
	Iteration 51Q: 3 clusters Score -1.329751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13297528.000000 Penalty: 5707.036621
	Iteration 52Q: 3 clusters Score -1.329753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13297542.000000 Penalty: 5707.036621
	Iteration 53Q: 3 clusters Score -1.329754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -13297561.000000 Penalty: 5707.036621
	Iteration 54Q: 3 clusters Score -1.329756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13297566.000000 Penalty: 5707.036621
	Iteration 55Q: 3 clusters Score -1.329757e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13297587.000000 Penalty: 5707.036621
	Iteration 56Q: 3 clusters Score -1.329759e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13297594.000000 Penalty: 5707.036621
	Iteration 57Q: 3 clusters Score -1.329759e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13297613.000000 Penalty: 5707.036621
	Iteration 58Q: 3 clusters Score -1.329761e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13297634.000000 Penalty: 5707.036621
	Iteration 59Q: 3 clusters Score -1.329763e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13297664.000000 Penalty: 5707.036621
	Iteration 60F: 3 clusters Score -1.329766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13297692.000000 Penalty: 5707.036621
	Iteration 61Q: 3 clusters Score -1.329769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13297678.000000 Penalty: 5707.036621
	Iteration 62Q: 3 clusters Score -1.329768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13297671.000000 Penalty: 5707.036621
	Iteration 63Q: 3 clusters Score -1.329767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13297669.000000 Penalty: 5707.036621
	Iteration 64Q: 3 clusters Score -1.329767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13297695.000000 Penalty: 5707.036621
	Iteration 65Q: 3 clusters Score -1.32977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13297699.000000 Penalty: 5707.036621
	Iteration 66Q: 3 clusters Score -1.32977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13297700.000000 Penalty: 5707.036621
	Iteration 67Q: 3 clusters Score -1.32977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13297722.000000 Penalty: 5707.036621
	Iteration 68Q: 3 clusters Score -1.329772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13297708.000000 Penalty: 5707.036621
	Iteration 69Q: 3 clusters Score -1.329771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -13297726.000000 Penalty: 5707.036621
	Iteration 70Q: 3 clusters Score -1.329773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13297717.000000 Penalty: 5707.036621
	Iteration 71Q: 3 clusters Score -1.329772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13297728.000000 Penalty: 5707.036621
	Iteration 72Q: 3 clusters Score -1.329773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13297729.000000 Penalty: 5707.036621
	Iteration 73Q: 3 clusters Score -1.329773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13297733.000000 Penalty: 5707.036621
	Iteration 74Q: 3 clusters Score -1.329773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13297741.000000 Penalty: 5707.036621
	Iteration 75Q: 3 clusters Score -1.329774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13297735.000000 Penalty: 5707.036621
	Iteration 76Q: 3 clusters Score -1.329774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -13297743.000000 Penalty: 5707.036621
	Iteration 77Q: 3 clusters Score -1.329774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13297735.000000 Penalty: 5707.036621
	Iteration 78Q: 3 clusters Score -1.329774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13297744.000000 Penalty: 5707.036621
	Iteration 79Q: 3 clusters Score -1.329774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13297743.000000 Penalty: 5707.036621
	Iteration 80F: 3 clusters Score -1.329774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13297747.000000 Penalty: 5707.036621
	Iteration 81Q: 3 clusters Score -1.329775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13297753.000000 Penalty: 5707.036621
	Iteration 82Q: 3 clusters Score -1.329775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -13297753.000000 Penalty: 5707.036621
	Iteration 83Q: 3 clusters Score -1.329775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13297757.000000 Penalty: 5707.036621
	Iteration 84Q: 3 clusters Score -1.329776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13297752.000000 Penalty: 5707.036621
	Iteration 85Q: 3 clusters Score -1.329775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13297752.000000 Penalty: 5707.036621
	Iteration 86Q: 3 clusters Score -1.329775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13297758.000000 Penalty: 5707.036621
	Iteration 87Q: 3 clusters Score -1.329776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13297756.000000 Penalty: 5707.036621
	Iteration 88Q: 3 clusters Score -1.329776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13297756.000000 Penalty: 5707.036621
	Iteration 89F: 3 clusters Score -1.329776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Entering Unmasked Estep 
Score: -24719332.000000 Penalty: 3009.111084
	Iteration 0F: 2 clusters Score -2.471933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -24598446.000000 Penalty: 6018.222168
	Iteration 0F: 3 clusters Score -2.459845e+07 nChanged 89215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -24650050.000000 Penalty: 6018.222168
	Iteration 1F: 3 clusters Score -2.465005e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -24651962.000000 Penalty: 6018.222168
	Iteration 2Q: 3 clusters Score -2.465196e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112005 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -24654964.000000 Penalty: 6018.222168
	Iteration 3Q: 3 clusters Score -2.465496e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -24660770.000000 Penalty: 6018.222168
	Iteration 4F: 3 clusters Score -2.466077e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -24671796.000000 Penalty: 6018.222168
	Iteration 5F: 3 clusters Score -2.46718e+07 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -24687792.000000 Penalty: 6018.222168
	Iteration 6F: 3 clusters Score -2.468779e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -24703832.000000 Penalty: 6018.222168
	Iteration 7F: 3 clusters Score -2.470383e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -24712852.000000 Penalty: 6018.222168
	Iteration 8F: 3 clusters Score -2.471285e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -24715576.000000 Penalty: 6018.222168
	Iteration 9Q: 3 clusters Score -2.471558e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185207 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -24716212.000000 Penalty: 6018.222168
	Iteration 10Q: 3 clusters Score -2.471621e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185524 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24716424.000000 Penalty: 6018.222168
	Iteration 11Q: 3 clusters Score -2.471642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185627 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24716556.000000 Penalty: 6018.222168
	Iteration 12Q: 3 clusters Score -2.471656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185659 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24716642.000000 Penalty: 6018.222168
	Iteration 13Q: 3 clusters Score -2.471664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185677 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24716638.000000 Penalty: 6018.222168
	Iteration 14Q: 3 clusters Score -2.471664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185693 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24716660.000000 Penalty: 6018.222168
	Iteration 15Q: 3 clusters Score -2.471666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24716700.000000 Penalty: 6018.222168
	Iteration 16Q: 3 clusters Score -2.47167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24716690.000000 Penalty: 6018.222168
	Iteration 17Q: 3 clusters Score -2.471669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185703 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24716708.000000 Penalty: 6018.222168
	Iteration 18Q: 3 clusters Score -2.471671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24716700.000000 Penalty: 6018.222168
	Iteration 19Q: 3 clusters Score -2.47167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185711 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24716710.000000 Penalty: 6018.222168
	Iteration 20F: 3 clusters Score -2.471671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185712 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24716736.000000 Penalty: 6018.222168
	Iteration 21Q: 3 clusters Score -2.471674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185716 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24716734.000000 Penalty: 6018.222168
	Iteration 22Q: 3 clusters Score -2.471673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185716 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24716746.000000 Penalty: 6018.222168
	Iteration 23Q: 3 clusters Score -2.471675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185717 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24716754.000000 Penalty: 6018.222168
	Iteration 24Q: 3 clusters Score -2.471675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185718 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24716756.000000 Penalty: 6018.222168
	Iteration 25Q: 3 clusters Score -2.471676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185719 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24716760.000000 Penalty: 6018.222168
	Iteration 26Q: 3 clusters Score -2.471676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185719 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24716754.000000 Penalty: 6018.222168
	Iteration 27Q: 3 clusters Score -2.471675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185720 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24716750.000000 Penalty: 6018.222168
	Iteration 28Q: 3 clusters Score -2.471675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185720 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24716750.000000 Penalty: 6018.222168
	Iteration 29F: 3 clusters Score -2.471675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Entering Unmasked Estep 
Score: -4239056.500000 Penalty: 2568.215820
	Iteration 0F: 2 clusters Score -4239056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4217574.000000 Penalty: 5136.431641
	Iteration 0F: 3 clusters Score -4217574 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4225070.000000 Penalty: 5136.431641
	Iteration 1F: 3 clusters Score -4225070 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4225509.500000 Penalty: 5136.431641
	Iteration 2Q: 3 clusters Score -4225510 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4225855.500000 Penalty: 5136.431641
	Iteration 3Q: 3 clusters Score -4225856 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4226149.000000 Penalty: 5136.431641
	Iteration 4Q: 3 clusters Score -4226149 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4226461.500000 Penalty: 5136.431641
	Iteration 5Q: 3 clusters Score -4226462 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4226824.000000 Penalty: 5136.431641
	Iteration 6Q: 3 clusters Score -4226824 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4227250.500000 Penalty: 5136.431641
	Iteration 7Q: 3 clusters Score -4227250 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4227714.500000 Penalty: 5136.431641
	Iteration 8Q: 3 clusters Score -4227714 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4228337.000000 Penalty: 5136.431641
	Iteration 9Q: 3 clusters Score -4228337 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4229158.000000 Penalty: 5136.431641
	Iteration 10Q: 3 clusters Score -4229158 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4230107.000000 Penalty: 5136.431641
	Iteration 11Q: 3 clusters Score -4230107 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4231167.500000 Penalty: 5136.431641
	Iteration 12Q: 3 clusters Score -4231168 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4232080.500000 Penalty: 5136.431641
	Iteration 13Q: 3 clusters Score -4232080 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4232722.000000 Penalty: 5136.431641
	Iteration 14Q: 3 clusters Score -4232722 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4233057.500000 Penalty: 5136.431641
	Iteration 15Q: 3 clusters Score -4233058 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4233279.500000 Penalty: 5136.431641
	Iteration 16Q: 3 clusters Score -4233280 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4233439.500000 Penalty: 5136.431641
	Iteration 17Q: 3 clusters Score -4233440 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4233578.000000 Penalty: 5136.431641
	Iteration 18Q: 3 clusters Score -4233578 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4233706.000000 Penalty: 5136.431641
	Iteration 19Q: 3 clusters Score -4233706 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4233836.000000 Penalty: 5136.431641
	Iteration 20F: 3 clusters Score -4233836 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4233974.000000 Penalty: 5136.431641
	Iteration 21Q: 3 clusters Score -4233974 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4234111.000000 Penalty: 5136.431641
	Iteration 22Q: 3 clusters Score -4234111 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4234269.000000 Penalty: 5136.431641
	Iteration 23Q: 3 clusters Score -4234269 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4234423.000000 Penalty: 5136.431641
	Iteration 24Q: 3 clusters Score -4234423 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4234574.000000 Penalty: 5136.431641
	Iteration 25Q: 3 clusters Score -4234574 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4234705.000000 Penalty: 5136.431641
	Iteration 26Q: 3 clusters Score -4234705 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4234878.500000 Penalty: 5136.431641
	Iteration 27Q: 3 clusters Score -4234878 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -4235021.500000 Penalty: 5136.431641
	Iteration 28Q: 3 clusters Score -4235022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4235203.500000 Penalty: 5136.431641
	Iteration 29Q: 3 clusters Score -4235204 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4235361.500000 Penalty: 5136.431641
	Iteration 30Q: 3 clusters Score -4235362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4235520.000000 Penalty: 5136.431641
	Iteration 31Q: 3 clusters Score -4235520 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4235667.000000 Penalty: 5136.431641
	Iteration 32Q: 3 clusters Score -4235667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4235813.000000 Penalty: 5136.431641
	Iteration 33Q: 3 clusters Score -4235813 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4235934.500000 Penalty: 5136.431641
	Iteration 34Q: 3 clusters Score -4235934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4236059.000000 Penalty: 5136.431641
	Iteration 35Q: 3 clusters Score -4236059 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4236162.000000 Penalty: 5136.431641
	Iteration 36Q: 3 clusters Score -4236162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4236263.000000 Penalty: 5136.431641
	Iteration 37Q: 3 clusters Score -4236263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4236331.500000 Penalty: 5136.431641
	Iteration 38Q: 3 clusters Score -4236332 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4236423.000000 Penalty: 5136.431641
	Iteration 39Q: 3 clusters Score -4236423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4236498.500000 Penalty: 5136.431641
	Iteration 40F: 3 clusters Score -4236498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4236558.000000 Penalty: 5136.431641
	Iteration 41Q: 3 clusters Score -4236558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4236593.000000 Penalty: 5136.431641
	Iteration 42Q: 3 clusters Score -4236593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4236631.500000 Penalty: 5136.431641
	Iteration 43Q: 3 clusters Score -4236632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4236698.500000 Penalty: 5136.431641
	Iteration 44Q: 3 clusters Score -4236698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4236730.500000 Penalty: 5136.431641
	Iteration 45Q: 3 clusters Score -4236730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4236766.500000 Penalty: 5136.431641
	Iteration 46Q: 3 clusters Score -4236766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4236786.000000 Penalty: 5136.431641
	Iteration 47Q: 3 clusters Score -4236786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4236793.000000 Penalty: 5136.431641
	Iteration 48Q: 3 clusters Score -4236793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4236809.500000 Penalty: 5136.431641
	Iteration 49Q: 3 clusters Score -4236810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4236823.000000 Penalty: 5136.431641
	Iteration 50Q: 3 clusters Score -4236823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4236837.000000 Penalty: 5136.431641
	Iteration 51Q: 3 clusters Score -4236837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -4236839.500000 Penalty: 5136.431641
	Iteration 52Q: 3 clusters Score -4236840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4236853.000000 Penalty: 5136.431641
	Iteration 53Q: 3 clusters Score -4236853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4236855.000000 Penalty: 5136.431641
	Iteration 54Q: 3 clusters Score -4236855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4236864.000000 Penalty: 5136.431641
	Iteration 55Q: 3 clusters Score -4236864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4236866.000000 Penalty: 5136.431641
	Iteration 56Q: 3 clusters Score -4236866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4236862.500000 Penalty: 5136.431641
	Iteration 57Q: 3 clusters Score -4236862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4236863.000000 Penalty: 5136.431641
	Iteration 58Q: 3 clusters Score -4236863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4236864.000000 Penalty: 5136.431641
	Iteration 59Q: 3 clusters Score -4236864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4236864.000000 Penalty: 5136.431641
	Iteration 60F: 3 clusters Score -4236864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (176446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Entering Unmasked Estep 
Score: -23434006.000000 Penalty: 2996.031006
	Iteration 0F: 2 clusters Score -2.343401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -23322544.000000 Penalty: 5992.062012
	Iteration 0F: 3 clusters Score -2.332254e+07 nChanged 84692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -23371988.000000 Penalty: 5992.062012
	Iteration 1F: 3 clusters Score -2.337199e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -23373048.000000 Penalty: 5992.062012
	Iteration 2Q: 3 clusters Score -2.337305e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -23374504.000000 Penalty: 5992.062012
	Iteration 3Q: 3 clusters Score -2.33745e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -23376864.000000 Penalty: 5992.062012
	Iteration 4Q: 3 clusters Score -2.337686e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -23380840.000000 Penalty: 5992.062012
	Iteration 5Q: 3 clusters Score -2.338084e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -23387368.000000 Penalty: 5992.062012
	Iteration 6F: 3 clusters Score -2.338737e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 129424 members 
Entering Unmasked Estep 
Score: -23396744.000000 Penalty: 5992.062012
	Iteration 7F: 3 clusters Score -2.339674e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -23407714.000000 Penalty: 5992.062012
	Iteration 8F: 3 clusters Score -2.340771e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -23416434.000000 Penalty: 5992.062012
	Iteration 9F: 3 clusters Score -2.341643e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 161717 members 
Entering Unmasked Estep 
Score: -23422310.000000 Penalty: 5992.062012
	Iteration 10Q: 3 clusters Score -2.342231e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -23425740.000000 Penalty: 5992.062012
	Iteration 11Q: 3 clusters Score -2.342574e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -23427642.000000 Penalty: 5992.062012
	Iteration 12Q: 3 clusters Score -2.342764e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -23429002.000000 Penalty: 5992.062012
	Iteration 13Q: 3 clusters Score -2.3429e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 173003 members 
Entering Unmasked Estep 
Score: -23429792.000000 Penalty: 5992.062012
	Iteration 14Q: 3 clusters Score -2.342979e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -23430250.000000 Penalty: 5992.062012
	Iteration 15Q: 3 clusters Score -2.343025e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -23430468.000000 Penalty: 5992.062012
	Iteration 16Q: 3 clusters Score -2.343047e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -23430704.000000 Penalty: 5992.062012
	Iteration 17Q: 3 clusters Score -2.34307e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -23430800.000000 Penalty: 5992.062012
	Iteration 18Q: 3 clusters Score -2.34308e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 174991 members 
Entering Unmasked Estep 
Score: -23430880.000000 Penalty: 5992.062012
	Iteration 19Q: 3 clusters Score -2.343088e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 175122 members 
Entering Unmasked Estep 
Score: -23430968.000000 Penalty: 5992.062012
	Iteration 20F: 3 clusters Score -2.343097e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 175231 members 
Entering Unmasked Estep 
Score: -23431010.000000 Penalty: 5992.062012
	Iteration 21Q: 3 clusters Score -2.343101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23431098.000000 Penalty: 5992.062012
	Iteration 22Q: 3 clusters Score -2.34311e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -23431148.000000 Penalty: 5992.062012
	Iteration 23Q: 3 clusters Score -2.343115e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -23431176.000000 Penalty: 5992.062012
	Iteration 24Q: 3 clusters Score -2.343118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 175485 members 
Entering Unmasked Estep 
Score: -23431208.000000 Penalty: 5992.062012
	Iteration 25Q: 3 clusters Score -2.343121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 175515 members 
Entering Unmasked Estep 
Score: -23431226.000000 Penalty: 5992.062012
	Iteration 26Q: 3 clusters Score -2.343123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 175538 members 
Entering Unmasked Estep 
Score: -23431252.000000 Penalty: 5992.062012
	Iteration 27Q: 3 clusters Score -2.343125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -23431240.000000 Penalty: 5992.062012
	Iteration 28Q: 3 clusters Score -2.343124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -23431256.000000 Penalty: 5992.062012
	Iteration 29Q: 3 clusters Score -2.343126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -23431250.000000 Penalty: 5992.062012
	Iteration 30Q: 3 clusters Score -2.343125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -23431250.000000 Penalty: 5992.062012
	Iteration 31Q: 3 clusters Score -2.343125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -23431248.000000 Penalty: 5992.062012
	Iteration 32Q: 3 clusters Score -2.343125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 175589 members 
Entering Unmasked Estep 
Score: -23431252.000000 Penalty: 5992.062012
	Iteration 33Q: 3 clusters Score -2.343125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -23431264.000000 Penalty: 5992.062012
	Iteration 34Q: 3 clusters Score -2.343126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -23431274.000000 Penalty: 5992.062012
	Iteration 35Q: 3 clusters Score -2.343127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -23431260.000000 Penalty: 5992.062012
	Iteration 36Q: 3 clusters Score -2.343126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -23431286.000000 Penalty: 5992.062012
	Iteration 37Q: 3 clusters Score -2.343129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -23431294.000000 Penalty: 5992.062012
	Iteration 38Q: 3 clusters Score -2.343129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -23431286.000000 Penalty: 5992.062012
	Iteration 39Q: 3 clusters Score -2.343129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 175634 members 
Entering Unmasked Estep 
Score: -23431272.000000 Penalty: 5992.062012
	Iteration 40F: 3 clusters Score -2.343127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -23431302.000000 Penalty: 5992.062012
	Iteration 41Q: 3 clusters Score -2.34313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -23431302.000000 Penalty: 5992.062012
	Iteration 42Q: 3 clusters Score -2.34313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -23431304.000000 Penalty: 5992.062012
	Iteration 43Q: 3 clusters Score -2.34313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -23431316.000000 Penalty: 5992.062012
	Iteration 44Q: 3 clusters Score -2.343132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -23431328.000000 Penalty: 5992.062012
	Iteration 45Q: 3 clusters Score -2.343133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -23431332.000000 Penalty: 5992.062012
	Iteration 46Q: 3 clusters Score -2.343133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -23431332.000000 Penalty: 5992.062012
	Iteration 47F: 3 clusters Score -2.343133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Entering Unmasked Estep 
Score: -6328945.500000 Penalty: 2668.007568
	Iteration 0F: 2 clusters Score -6328946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6297245.500000 Penalty: 5336.015137
	Iteration 0F: 3 clusters Score -6297246 nChanged 21566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -6309099.000000 Penalty: 5336.015137
	Iteration 1F: 3 clusters Score -6309099 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6309576.500000 Penalty: 5336.015137
	Iteration 2Q: 3 clusters Score -6309576 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -6309970.000000 Penalty: 5336.015137
	Iteration 3Q: 3 clusters Score -6309970 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -6310514.000000 Penalty: 5336.015137
	Iteration 4Q: 3 clusters Score -6310514 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6311196.500000 Penalty: 5336.015137
	Iteration 5Q: 3 clusters Score -6311196 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -6312288.500000 Penalty: 5336.015137
	Iteration 6Q: 3 clusters Score -6312288 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6314139.000000 Penalty: 5336.015137
	Iteration 7F: 3 clusters Score -6314139 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6316981.500000 Penalty: 5336.015137
	Iteration 8F: 3 clusters Score -6316982 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -6320382.000000 Penalty: 5336.015137
	Iteration 9F: 3 clusters Score -6320382 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6323382.000000 Penalty: 5336.015137
	Iteration 10F: 3 clusters Score -6323382 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6325192.500000 Penalty: 5336.015137
	Iteration 11Q: 3 clusters Score -6325192 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6325983.500000 Penalty: 5336.015137
	Iteration 12Q: 3 clusters Score -6325984 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6326271.500000 Penalty: 5336.015137
	Iteration 13Q: 3 clusters Score -6326272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6326408.500000 Penalty: 5336.015137
	Iteration 14Q: 3 clusters Score -6326408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6326461.000000 Penalty: 5336.015137
	Iteration 15Q: 3 clusters Score -6326461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6326509.000000 Penalty: 5336.015137
	Iteration 16Q: 3 clusters Score -6326509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6326532.000000 Penalty: 5336.015137
	Iteration 17Q: 3 clusters Score -6326532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6326535.500000 Penalty: 5336.015137
	Iteration 18Q: 3 clusters Score -6326536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6326545.000000 Penalty: 5336.015137
	Iteration 19Q: 3 clusters Score -6326545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6326553.000000 Penalty: 5336.015137
	Iteration 20F: 3 clusters Score -6326553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6326564.000000 Penalty: 5336.015137
	Iteration 21Q: 3 clusters Score -6326564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6326581.500000 Penalty: 5336.015137
	Iteration 22Q: 3 clusters Score -6326582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6326593.500000 Penalty: 5336.015137
	Iteration 23Q: 3 clusters Score -6326594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6326590.500000 Penalty: 5336.015137
	Iteration 24Q: 3 clusters Score -6326590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6326600.000000 Penalty: 5336.015137
	Iteration 25Q: 3 clusters Score -6326600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6326599.000000 Penalty: 5336.015137
	Iteration 26Q: 3 clusters Score -6326599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6326604.000000 Penalty: 5336.015137
	Iteration 27Q: 3 clusters Score -6326604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6326607.000000 Penalty: 5336.015137
	Iteration 28Q: 3 clusters Score -6326607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6326606.000000 Penalty: 5336.015137
	Iteration 29Q: 3 clusters Score -6326606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6326605.500000 Penalty: 5336.015137
	Iteration 30Q: 3 clusters Score -6326606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6326609.000000 Penalty: 5336.015137
	Iteration 31Q: 3 clusters Score -6326609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6326615.000000 Penalty: 5336.015137
	Iteration 32Q: 3 clusters Score -6326615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6326615.000000 Penalty: 5336.015137
	Iteration 33F: 3 clusters Score -6326615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18856 members 
Mstep: Class 5 contains 178903 members 
Mstep: Class 6 contains 112451 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68613 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99322 members 
Mstep: Class 16 contains 186002 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 176446 members 
Mstep: Class 19 contains 47009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 159Q: 20 clusters Score -1.352516e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18860 members 
Mstep: Class 5 contains 178898 members 
Mstep: Class 6 contains 112445 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68599 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99333 members 
Mstep: Class 16 contains 186011 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 176455 members 
Mstep: Class 19 contains 47006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251408.000000 Penalty: 65258.660156
Iteration 160F: 20 clusters Score -1.352514e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 178899 members 
Mstep: Class 6 contains 112440 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68584 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99332 members 
Mstep: Class 16 contains 186019 members 
Mstep: Class 17 contains 31430 members 
Mstep: Class 18 contains 176470 members 
Mstep: Class 19 contains 47002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251328.000000 Penalty: 65258.660156
Iteration 161Q: 20 clusters Score -1.352513e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18867 members 
Mstep: Class 5 contains 178901 members 
Mstep: Class 6 contains 112443 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 44989 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68566 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99333 members 
Mstep: Class 16 contains 186031 members 
Mstep: Class 17 contains 31427 members 
Mstep: Class 18 contains 176477 members 
Mstep: Class 19 contains 46996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251424.000000 Penalty: 65258.660156
Iteration 162Q: 20 clusters Score -1.352514e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18869 members 
Mstep: Class 5 contains 178900 members 
Mstep: Class 6 contains 112444 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 44995 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68554 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 186031 members 
Mstep: Class 17 contains 31427 members 
Mstep: Class 18 contains 176488 members 
Mstep: Class 19 contains 46992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251440.000000 Penalty: 65258.660156
Iteration 163Q: 20 clusters Score -1.352514e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18868 members 
Mstep: Class 5 contains 178889 members 
Mstep: Class 6 contains 112445 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 45000 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68542 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186037 members 
Mstep: Class 17 contains 31426 members 
Mstep: Class 18 contains 176509 members 
Mstep: Class 19 contains 46984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 164Q: 20 clusters Score -1.352515e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18869 members 
Mstep: Class 5 contains 178875 members 
Mstep: Class 6 contains 112441 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 45004 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68535 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186043 members 
Mstep: Class 17 contains 31423 members 
Mstep: Class 18 contains 176530 members 
Mstep: Class 19 contains 46980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251440.000000 Penalty: 65258.660156
Iteration 165Q: 20 clusters Score -1.352514e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18869 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112438 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 45005 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68527 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186057 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176538 members 
Mstep: Class 19 contains 46971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251536.000000 Penalty: 65258.660156
Iteration 166Q: 20 clusters Score -1.352515e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18872 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112439 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 45007 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68517 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186065 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176539 members 
Mstep: Class 19 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 167Q: 20 clusters Score -1.352515e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18876 members 
Mstep: Class 5 contains 178859 members 
Mstep: Class 6 contains 112435 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 45016 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68511 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 186067 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176542 members 
Mstep: Class 19 contains 46969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 168Q: 20 clusters Score -1.352516e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18878 members 
Mstep: Class 5 contains 178864 members 
Mstep: Class 6 contains 112425 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 45016 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68501 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99334 members 
Mstep: Class 16 contains 186075 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176549 members 
Mstep: Class 19 contains 46969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251504.000000 Penalty: 65258.660156
Iteration 169Q: 20 clusters Score -1.352515e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18877 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112423 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 45014 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68494 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 186074 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176555 members 
Mstep: Class 19 contains 46965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251552.000000 Penalty: 65258.660156
Iteration 170Q: 20 clusters Score -1.352516e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18878 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112420 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 45016 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68485 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186076 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176562 members 
Mstep: Class 19 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251504.000000 Penalty: 65258.660156
Iteration 171Q: 20 clusters Score -1.352515e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18880 members 
Mstep: Class 5 contains 178873 members 
Mstep: Class 6 contains 112417 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 45019 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68471 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 186084 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176566 members 
Mstep: Class 19 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251392.000000 Penalty: 65258.660156
Iteration 172Q: 20 clusters Score -1.352514e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18884 members 
Mstep: Class 5 contains 178867 members 
Mstep: Class 6 contains 112415 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 45021 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68459 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99335 members 
Mstep: Class 16 contains 186097 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176567 members 
Mstep: Class 19 contains 46967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 173Q: 20 clusters Score -1.352515e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18887 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112414 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 45021 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68447 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99336 members 
Mstep: Class 16 contains 186100 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176568 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251440.000000 Penalty: 65258.660156
Iteration 174Q: 20 clusters Score -1.352514e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18889 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112416 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 45022 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68440 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186103 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176571 members 
Mstep: Class 19 contains 46965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251440.000000 Penalty: 65258.660156
Iteration 175Q: 20 clusters Score -1.352514e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18891 members 
Mstep: Class 5 contains 178861 members 
Mstep: Class 6 contains 112418 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 45022 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68436 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99337 members 
Mstep: Class 16 contains 186109 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 176573 members 
Mstep: Class 19 contains 46965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251392.000000 Penalty: 65258.660156
Iteration 176Q: 20 clusters Score -1.352514e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18892 members 
Mstep: Class 5 contains 178858 members 
Mstep: Class 6 contains 112412 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 45026 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68434 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99338 members 
Mstep: Class 16 contains 186110 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 176579 members 
Mstep: Class 19 contains 46963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251424.000000 Penalty: 65258.660156
Iteration 177Q: 20 clusters Score -1.352514e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18895 members 
Mstep: Class 5 contains 178851 members 
Mstep: Class 6 contains 112410 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45028 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68431 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99338 members 
Mstep: Class 16 contains 186116 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 176582 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 178Q: 20 clusters Score -1.352515e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178851 members 
Mstep: Class 6 contains 112406 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45031 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68429 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99340 members 
Mstep: Class 16 contains 186118 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176580 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251472.000000 Penalty: 65258.660156
Iteration 179Q: 20 clusters Score -1.352515e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178853 members 
Mstep: Class 6 contains 112399 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45030 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68426 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99343 members 
Mstep: Class 16 contains 186127 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176576 members 
Mstep: Class 19 contains 46963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251424.000000 Penalty: 65258.660156
Iteration 180F: 20 clusters Score -1.352514e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 178852 members 
Mstep: Class 6 contains 112400 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68423 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99343 members 
Mstep: Class 16 contains 186128 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176576 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 181Q: 20 clusters Score -1.352515e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178857 members 
Mstep: Class 6 contains 112400 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68415 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99343 members 
Mstep: Class 16 contains 186132 members 
Mstep: Class 17 contains 31425 members 
Mstep: Class 18 contains 176577 members 
Mstep: Class 19 contains 46960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251424.000000 Penalty: 65258.660156
Iteration 182Q: 20 clusters Score -1.352514e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178856 members 
Mstep: Class 6 contains 112397 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45032 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68409 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99344 members 
Mstep: Class 16 contains 186141 members 
Mstep: Class 17 contains 31426 members 
Mstep: Class 18 contains 176577 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251504.000000 Penalty: 65258.660156
Iteration 183Q: 20 clusters Score -1.352515e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178854 members 
Mstep: Class 6 contains 112392 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68406 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99347 members 
Mstep: Class 16 contains 186147 members 
Mstep: Class 17 contains 31423 members 
Mstep: Class 18 contains 176581 members 
Mstep: Class 19 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251536.000000 Penalty: 65258.660156
Iteration 184Q: 20 clusters Score -1.352515e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178851 members 
Mstep: Class 6 contains 112382 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68401 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99347 members 
Mstep: Class 16 contains 186157 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 176585 members 
Mstep: Class 19 contains 46960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 185Q: 20 clusters Score -1.352516e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178851 members 
Mstep: Class 6 contains 112379 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68398 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99348 members 
Mstep: Class 16 contains 186162 members 
Mstep: Class 17 contains 31423 members 
Mstep: Class 18 contains 176585 members 
Mstep: Class 19 contains 46961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251536.000000 Penalty: 65258.660156
Iteration 186Q: 20 clusters Score -1.352515e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178853 members 
Mstep: Class 6 contains 112376 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45037 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68393 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99348 members 
Mstep: Class 16 contains 186167 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 176582 members 
Mstep: Class 19 contains 46961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251552.000000 Penalty: 65258.660156
Iteration 187Q: 20 clusters Score -1.352516e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18896 members 
Mstep: Class 5 contains 178856 members 
Mstep: Class 6 contains 112372 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45036 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68389 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99351 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31421 members 
Mstep: Class 18 contains 176583 members 
Mstep: Class 19 contains 46959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251520.000000 Penalty: 65258.660156
Iteration 188Q: 20 clusters Score -1.352515e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 178855 members 
Mstep: Class 6 contains 112373 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45037 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68383 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99354 members 
Mstep: Class 16 contains 186174 members 
Mstep: Class 17 contains 31420 members 
Mstep: Class 18 contains 176586 members 
Mstep: Class 19 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 189Q: 20 clusters Score -1.352516e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 178856 members 
Mstep: Class 6 contains 112373 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 45038 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68378 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99356 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31419 members 
Mstep: Class 18 contains 176588 members 
Mstep: Class 19 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 190Q: 20 clusters Score -1.352516e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 178858 members 
Mstep: Class 6 contains 112374 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68374 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99356 members 
Mstep: Class 16 contains 186175 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 176586 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 191Q: 20 clusters Score -1.352516e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18899 members 
Mstep: Class 5 contains 178856 members 
Mstep: Class 6 contains 112378 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68370 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99356 members 
Mstep: Class 16 contains 186175 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 176591 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 192Q: 20 clusters Score -1.352516e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 5 contains 178856 members 
Mstep: Class 6 contains 112376 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68367 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99354 members 
Mstep: Class 16 contains 186177 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176597 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251616.000000 Penalty: 65258.660156
Iteration 193Q: 20 clusters Score -1.352516e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178858 members 
Mstep: Class 6 contains 112374 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68364 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99355 members 
Mstep: Class 16 contains 186174 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251648.000000 Penalty: 65258.660156
Iteration 194Q: 20 clusters Score -1.352516e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 178862 members 
Mstep: Class 6 contains 112372 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68357 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99358 members 
Mstep: Class 16 contains 186172 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176606 members 
Mstep: Class 19 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251664.000000 Penalty: 65258.660156
Iteration 195Q: 20 clusters Score -1.352517e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178866 members 
Mstep: Class 6 contains 112370 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68351 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99359 members 
Mstep: Class 16 contains 186176 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176605 members 
Mstep: Class 19 contains 46958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251600.000000 Penalty: 65258.660156
Iteration 196Q: 20 clusters Score -1.352516e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178870 members 
Mstep: Class 6 contains 112367 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68346 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99363 members 
Mstep: Class 16 contains 186167 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176609 members 
Mstep: Class 19 contains 46959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 197Q: 20 clusters Score -1.352516e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112366 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45046 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68342 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99369 members 
Mstep: Class 16 contains 186166 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176614 members 
Mstep: Class 19 contains 46959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251648.000000 Penalty: 65258.660156
Iteration 198Q: 20 clusters Score -1.352516e+08 nChanged 44
Entering ConstructFrom: 
Score: -135251648.000000 Penalty: 65258.660156
Entering ConstructFrom: 
Trying to split cluster 1 (55867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Entering Unmasked Estep 
Score: -7241374.000000 Penalty: 2710.820801
	Iteration 0F: 2 clusters Score -7241374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7204033.000000 Penalty: 5421.641602
	Iteration 0F: 3 clusters Score -7204033 nChanged 25847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7218193.500000 Penalty: 5421.641602
	Iteration 1F: 3 clusters Score -7218194 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -7218651.000000 Penalty: 5421.641602
	Iteration 2Q: 3 clusters Score -7218651 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7219051.500000 Penalty: 5421.641602
	Iteration 3Q: 3 clusters Score -7219052 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7219491.500000 Penalty: 5421.641602
	Iteration 4Q: 3 clusters Score -7219492 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -7220016.500000 Penalty: 5421.641602
	Iteration 5Q: 3 clusters Score -7220016 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -7220670.000000 Penalty: 5421.641602
	Iteration 6Q: 3 clusters Score -7220670 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -7221660.500000 Penalty: 5421.641602
	Iteration 7Q: 3 clusters Score -7221660 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -7223364.000000 Penalty: 5421.641602
	Iteration 8F: 3 clusters Score -7223364 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7225822.500000 Penalty: 5421.641602
	Iteration 9F: 3 clusters Score -7225822 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -7229259.500000 Penalty: 5421.641602
	Iteration 10F: 3 clusters Score -7229260 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -7232923.000000 Penalty: 5421.641602
	Iteration 11F: 3 clusters Score -7232923 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7235896.500000 Penalty: 5421.641602
	Iteration 12F: 3 clusters Score -7235896 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -7237737.000000 Penalty: 5421.641602
	Iteration 13Q: 3 clusters Score -7237737 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -7238607.000000 Penalty: 5421.641602
	Iteration 14Q: 3 clusters Score -7238607 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -7238925.000000 Penalty: 5421.641602
	Iteration 15Q: 3 clusters Score -7238925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7239041.500000 Penalty: 5421.641602
	Iteration 16Q: 3 clusters Score -7239042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7239086.000000 Penalty: 5421.641602
	Iteration 17Q: 3 clusters Score -7239086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7239127.500000 Penalty: 5421.641602
	Iteration 18Q: 3 clusters Score -7239128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -7239132.500000 Penalty: 5421.641602
	Iteration 19Q: 3 clusters Score -7239132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -7239143.000000 Penalty: 5421.641602
	Iteration 20F: 3 clusters Score -7239143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7239148.000000 Penalty: 5421.641602
	Iteration 21Q: 3 clusters Score -7239148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -7239144.000000 Penalty: 5421.641602
	Iteration 22Q: 3 clusters Score -7239144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -7239148.500000 Penalty: 5421.641602
	Iteration 23Q: 3 clusters Score -7239148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -7239148.500000 Penalty: 5421.641602
	Iteration 24F: 3 clusters Score -7239148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -136146.812500 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -136146.8 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 614 members 
Entering Unmasked Estep 
Score: -134194.343750 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -134194.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134659.609375 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -134659.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134852.171875 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -134852.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135043.968750 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -135044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135227.109375 Penalty: 3497.290771
	Iteration 4F: 3 clusters Score -135227.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135437.750000 Penalty: 3497.290771
	Iteration 5F: 3 clusters Score -135437.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135831.453125 Penalty: 3497.290771
	Iteration 6F: 3 clusters Score -135831.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -136860.890625 Penalty: 3497.290771
	Iteration 7F: 3 clusters Score -136860.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -136912.984375 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -136913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136944.750000 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -136944.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136973.375000 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -136973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -136987.765625 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -136987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136993.718750 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -136993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136999.265625 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -136999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136999.265625 Penalty: 3497.290771
	Iteration 14F: 3 clusters Score -136999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112358 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99372 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176615 members 
Mstep: Class 19 contains 46961 members 
Mstep: Class 20 contains 907 members 
Entering Unmasked Estep 
Score: -135250880.000000 Penalty: 68693.328125
Splitting cluster 2 changes total score from -135251648.000000 to -135250880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -584455.375000 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -584455.4 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 2284 members 
Entering Unmasked Estep 
Score: -580179.937500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -580179.9 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -581216.125000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -581216.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -581568.312500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -581568.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -581802.375000 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -581802.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -581963.187500 Penalty: 4182.199219
	Iteration 4Q: 3 clusters Score -581963.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -582095.250000 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -582095.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -582188.125000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -582188.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -582272.625000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -582272.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -582363.187500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -582363.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -582446.687500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -582446.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -582511.375000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -582511.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -582576.625000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -582576.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -582649.000000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -582649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -582719.000000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -582719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -582767.187500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -582767.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -582806.187500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -582806.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -582846.625000 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -582846.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -582873.750000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -582873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -582890.812500 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -582890.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -582908.625000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -582908.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -582929.812500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -582929.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -582947.375000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -582947.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -582960.812500 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -582960.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -582971.000000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -582971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -582976.750000 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -582976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -582982.875000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -582982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -582986.687500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -582986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -582988.187500 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -582988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -582990.000000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -582990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -582990.437500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -582990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -582991.687500 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -582991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -582992.187500 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -582992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -582994.375000 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -582994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -582994.375000 Penalty: 4182.199219
	Iteration 33F: 3 clusters Score -582994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Entering Unmasked Estep 
Score: -2412518.250000 Penalty: 2442.048584
	Iteration 0F: 2 clusters Score -2412518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2399131.750000 Penalty: 4884.097168
	Iteration 0F: 3 clusters Score -2399132 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2403739.500000 Penalty: 4884.097168
	Iteration 1F: 3 clusters Score -2403740 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2404211.750000 Penalty: 4884.097168
	Iteration 2F: 3 clusters Score -2404212 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2404649.750000 Penalty: 4884.097168
	Iteration 3F: 3 clusters Score -2404650 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2405127.500000 Penalty: 4884.097168
	Iteration 4Q: 3 clusters Score -2405128 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2405631.500000 Penalty: 4884.097168
	Iteration 5F: 3 clusters Score -2405632 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2406147.250000 Penalty: 4884.097168
	Iteration 6F: 3 clusters Score -2406147 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2406639.000000 Penalty: 4884.097168
	Iteration 7F: 3 clusters Score -2406639 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2407028.000000 Penalty: 4884.097168
	Iteration 8Q: 3 clusters Score -2407028 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2407328.000000 Penalty: 4884.097168
	Iteration 9Q: 3 clusters Score -2407328 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2407554.500000 Penalty: 4884.097168
	Iteration 10Q: 3 clusters Score -2407554 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2407735.000000 Penalty: 4884.097168
	Iteration 11Q: 3 clusters Score -2407735 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2407879.000000 Penalty: 4884.097168
	Iteration 12Q: 3 clusters Score -2407879 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2408005.750000 Penalty: 4884.097168
	Iteration 13Q: 3 clusters Score -2408006 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2408139.250000 Penalty: 4884.097168
	Iteration 14Q: 3 clusters Score -2408139 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2408255.250000 Penalty: 4884.097168
	Iteration 15Q: 3 clusters Score -2408255 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2408394.250000 Penalty: 4884.097168
	Iteration 16Q: 3 clusters Score -2408394 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2408547.750000 Penalty: 4884.097168
	Iteration 17Q: 3 clusters Score -2408548 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2408749.750000 Penalty: 4884.097168
	Iteration 18Q: 3 clusters Score -2408750 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2408966.500000 Penalty: 4884.097168
	Iteration 19Q: 3 clusters Score -2408966 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2409243.250000 Penalty: 4884.097168
	Iteration 20F: 3 clusters Score -2409243 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2409565.250000 Penalty: 4884.097168
	Iteration 21Q: 3 clusters Score -2409565 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2409860.750000 Penalty: 4884.097168
	Iteration 22Q: 3 clusters Score -2409861 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2410117.250000 Penalty: 4884.097168
	Iteration 23Q: 3 clusters Score -2410117 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2410304.000000 Penalty: 4884.097168
	Iteration 24Q: 3 clusters Score -2410304 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2410468.250000 Penalty: 4884.097168
	Iteration 25Q: 3 clusters Score -2410468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2410584.000000 Penalty: 4884.097168
	Iteration 26Q: 3 clusters Score -2410584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2410685.500000 Penalty: 4884.097168
	Iteration 27Q: 3 clusters Score -2410686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2410751.250000 Penalty: 4884.097168
	Iteration 28Q: 3 clusters Score -2410751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2410810.000000 Penalty: 4884.097168
	Iteration 29Q: 3 clusters Score -2410810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2410862.500000 Penalty: 4884.097168
	Iteration 30Q: 3 clusters Score -2410862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2410912.500000 Penalty: 4884.097168
	Iteration 31Q: 3 clusters Score -2410912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2410961.250000 Penalty: 4884.097168
	Iteration 32Q: 3 clusters Score -2410961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2410992.750000 Penalty: 4884.097168
	Iteration 33Q: 3 clusters Score -2410993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2411004.000000 Penalty: 4884.097168
	Iteration 34Q: 3 clusters Score -2411004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2411021.250000 Penalty: 4884.097168
	Iteration 35Q: 3 clusters Score -2411021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2411026.250000 Penalty: 4884.097168
	Iteration 36Q: 3 clusters Score -2411026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2411035.750000 Penalty: 4884.097168
	Iteration 37Q: 3 clusters Score -2411036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2411034.750000 Penalty: 4884.097168
	Iteration 38Q: 3 clusters Score -2411035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2411038.000000 Penalty: 4884.097168
	Iteration 39Q: 3 clusters Score -2411038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2411039.500000 Penalty: 4884.097168
	Iteration 40F: 3 clusters Score -2411040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2411038.250000 Penalty: 4884.097168
	Iteration 41Q: 3 clusters Score -2411038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2411040.500000 Penalty: 4884.097168
	Iteration 42Q: 3 clusters Score -2411040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2411038.500000 Penalty: 4884.097168
	Iteration 43Q: 3 clusters Score -2411038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2411038.500000 Penalty: 4884.097168
	Iteration 44F: 3 clusters Score -2411038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Entering Unmasked Estep 
Score: -23833514.000000 Penalty: 2999.413330
	Iteration 0F: 2 clusters Score -2.383351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -23725468.000000 Penalty: 5998.826660
	Iteration 0F: 3 clusters Score -2.372547e+07 nChanged 85978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -23775634.000000 Penalty: 5998.826660
	Iteration 1F: 3 clusters Score -2.377563e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -23777170.000000 Penalty: 5998.826660
	Iteration 2Q: 3 clusters Score -2.377717e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -23779810.000000 Penalty: 5998.826660
	Iteration 3Q: 3 clusters Score -2.377981e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -23783696.000000 Penalty: 5998.826660
	Iteration 4Q: 3 clusters Score -2.37837e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -23789036.000000 Penalty: 5998.826660
	Iteration 5F: 3 clusters Score -2.378904e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -23796524.000000 Penalty: 5998.826660
	Iteration 6F: 3 clusters Score -2.379652e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117892 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -23806534.000000 Penalty: 5998.826660
	Iteration 7F: 3 clusters Score -2.380653e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126608 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -23816696.000000 Penalty: 5998.826660
	Iteration 8F: 3 clusters Score -2.38167e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -23823956.000000 Penalty: 5998.826660
	Iteration 9F: 3 clusters Score -2.382396e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138436 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -23827640.000000 Penalty: 5998.826660
	Iteration 10Q: 3 clusters Score -2.382764e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -23829240.000000 Penalty: 5998.826660
	Iteration 11Q: 3 clusters Score -2.382924e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -23830092.000000 Penalty: 5998.826660
	Iteration 12Q: 3 clusters Score -2.383009e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -23830484.000000 Penalty: 5998.826660
	Iteration 13Q: 3 clusters Score -2.383048e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -23830914.000000 Penalty: 5998.826660
	Iteration 14Q: 3 clusters Score -2.383091e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -23831278.000000 Penalty: 5998.826660
	Iteration 15Q: 3 clusters Score -2.383128e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -23831342.000000 Penalty: 5998.826660
	Iteration 16Q: 3 clusters Score -2.383134e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -23831640.000000 Penalty: 5998.826660
	Iteration 17Q: 3 clusters Score -2.383164e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -23831744.000000 Penalty: 5998.826660
	Iteration 18Q: 3 clusters Score -2.383174e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -23831704.000000 Penalty: 5998.826660
	Iteration 19Q: 3 clusters Score -2.38317e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -23831778.000000 Penalty: 5998.826660
	Iteration 20F: 3 clusters Score -2.383178e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -23831780.000000 Penalty: 5998.826660
	Iteration 21Q: 3 clusters Score -2.383178e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168084 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -23831976.000000 Penalty: 5998.826660
	Iteration 22Q: 3 clusters Score -2.383198e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -23832106.000000 Penalty: 5998.826660
	Iteration 23Q: 3 clusters Score -2.383211e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -23832270.000000 Penalty: 5998.826660
	Iteration 24Q: 3 clusters Score -2.383227e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171058 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -23832602.000000 Penalty: 5998.826660
	Iteration 25Q: 3 clusters Score -2.38326e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -23832862.000000 Penalty: 5998.826660
	Iteration 26Q: 3 clusters Score -2.383286e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172436 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -23833022.000000 Penalty: 5998.826660
	Iteration 27Q: 3 clusters Score -2.383302e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -23833114.000000 Penalty: 5998.826660
	Iteration 28Q: 3 clusters Score -2.383311e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173455 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -23833216.000000 Penalty: 5998.826660
	Iteration 29Q: 3 clusters Score -2.383322e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173845 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -23833318.000000 Penalty: 5998.826660
	Iteration 30Q: 3 clusters Score -2.383332e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -23833356.000000 Penalty: 5998.826660
	Iteration 31Q: 3 clusters Score -2.383336e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -23833414.000000 Penalty: 5998.826660
	Iteration 32Q: 3 clusters Score -2.383341e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -23833440.000000 Penalty: 5998.826660
	Iteration 33Q: 3 clusters Score -2.383344e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -23833458.000000 Penalty: 5998.826660
	Iteration 34Q: 3 clusters Score -2.383346e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175020 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -23833492.000000 Penalty: 5998.826660
	Iteration 35Q: 3 clusters Score -2.383349e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23833494.000000 Penalty: 5998.826660
	Iteration 36Q: 3 clusters Score -2.383349e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -23833494.000000 Penalty: 5998.826660
	Iteration 37Q: 3 clusters Score -2.383349e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23833478.000000 Penalty: 5998.826660
	Iteration 38Q: 3 clusters Score -2.383348e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -23833482.000000 Penalty: 5998.826660
	Iteration 39Q: 3 clusters Score -2.383348e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -23833442.000000 Penalty: 5998.826660
	Iteration 40F: 3 clusters Score -2.383344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -23833426.000000 Penalty: 5998.826660
	Iteration 41Q: 3 clusters Score -2.383343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175457 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -23833392.000000 Penalty: 5998.826660
	Iteration 42Q: 3 clusters Score -2.383339e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23833382.000000 Penalty: 5998.826660
	Iteration 43Q: 3 clusters Score -2.383338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175517 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -23833372.000000 Penalty: 5998.826660
	Iteration 44Q: 3 clusters Score -2.383337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175546 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -23833366.000000 Penalty: 5998.826660
	Iteration 45Q: 3 clusters Score -2.383337e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -23833360.000000 Penalty: 5998.826660
	Iteration 46Q: 3 clusters Score -2.383336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -23833358.000000 Penalty: 5998.826660
	Iteration 47Q: 3 clusters Score -2.383336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -23833340.000000 Penalty: 5998.826660
	Iteration 48Q: 3 clusters Score -2.383334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -23833318.000000 Penalty: 5998.826660
	Iteration 49Q: 3 clusters Score -2.383332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -23833336.000000 Penalty: 5998.826660
	Iteration 50Q: 3 clusters Score -2.383334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -23833330.000000 Penalty: 5998.826660
	Iteration 51Q: 3 clusters Score -2.383333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175665 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -23833300.000000 Penalty: 5998.826660
	Iteration 52Q: 3 clusters Score -2.38333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -23833302.000000 Penalty: 5998.826660
	Iteration 53Q: 3 clusters Score -2.38333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23833322.000000 Penalty: 5998.826660
	Iteration 54Q: 3 clusters Score -2.383332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -23833310.000000 Penalty: 5998.826660
	Iteration 55Q: 3 clusters Score -2.383331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23833310.000000 Penalty: 5998.826660
	Iteration 56Q: 3 clusters Score -2.383331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175705 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -23833310.000000 Penalty: 5998.826660
	Iteration 57Q: 3 clusters Score -2.383331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175711 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23833314.000000 Penalty: 5998.826660
	Iteration 58Q: 3 clusters Score -2.383331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -23833300.000000 Penalty: 5998.826660
	Iteration 59Q: 3 clusters Score -2.38333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23833290.000000 Penalty: 5998.826660
	Iteration 60F: 3 clusters Score -2.383329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23833294.000000 Penalty: 5998.826660
	Iteration 61Q: 3 clusters Score -2.383329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23833298.000000 Penalty: 5998.826660
	Iteration 62Q: 3 clusters Score -2.38333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -23833292.000000 Penalty: 5998.826660
	Iteration 63Q: 3 clusters Score -2.383329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175728 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23833296.000000 Penalty: 5998.826660
	Iteration 64Q: 3 clusters Score -2.38333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -23833280.000000 Penalty: 5998.826660
	Iteration 65Q: 3 clusters Score -2.383328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23833290.000000 Penalty: 5998.826660
	Iteration 66Q: 3 clusters Score -2.383329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23833292.000000 Penalty: 5998.826660
	Iteration 67Q: 3 clusters Score -2.383329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23833292.000000 Penalty: 5998.826660
	Iteration 68F: 3 clusters Score -2.383329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112358 members 
Entering Unmasked Estep 
Score: -15025324.000000 Penalty: 2884.102295
	Iteration 0F: 2 clusters Score -1.502532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -14950303.000000 Penalty: 5768.204590
	Iteration 0F: 3 clusters Score -1.49503e+07 nChanged 53412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -14980957.000000 Penalty: 5768.204590
	Iteration 1F: 3 clusters Score -1.498096e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -14981683.000000 Penalty: 5768.204590
	Iteration 2Q: 3 clusters Score -1.498168e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -14982559.000000 Penalty: 5768.204590
	Iteration 3Q: 3 clusters Score -1.498256e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -14983748.000000 Penalty: 5768.204590
	Iteration 4Q: 3 clusters Score -1.498375e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -14985468.000000 Penalty: 5768.204590
	Iteration 5Q: 3 clusters Score -1.498547e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -14987924.000000 Penalty: 5768.204590
	Iteration 6Q: 3 clusters Score -1.498792e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -14992107.000000 Penalty: 5768.204590
	Iteration 7F: 3 clusters Score -1.499211e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -14997948.000000 Penalty: 5768.204590
	Iteration 8F: 3 clusters Score -1.499795e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -15004620.000000 Penalty: 5768.204590
	Iteration 9F: 3 clusters Score -1.500462e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -15010137.000000 Penalty: 5768.204590
	Iteration 10F: 3 clusters Score -1.501014e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98604 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -15014127.000000 Penalty: 5768.204590
	Iteration 11Q: 3 clusters Score -1.501413e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -15016816.000000 Penalty: 5768.204590
	Iteration 12Q: 3 clusters Score -1.501682e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -15018473.000000 Penalty: 5768.204590
	Iteration 13Q: 3 clusters Score -1.501847e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -15019561.000000 Penalty: 5768.204590
	Iteration 14Q: 3 clusters Score -1.501956e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106861 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -15020275.000000 Penalty: 5768.204590
	Iteration 15Q: 3 clusters Score -1.502028e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -15020862.000000 Penalty: 5768.204590
	Iteration 16Q: 3 clusters Score -1.502086e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15021362.000000 Penalty: 5768.204590
	Iteration 17Q: 3 clusters Score -1.502136e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -15021729.000000 Penalty: 5768.204590
	Iteration 18Q: 3 clusters Score -1.502173e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15022041.000000 Penalty: 5768.204590
	Iteration 19Q: 3 clusters Score -1.502204e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15022243.000000 Penalty: 5768.204590
	Iteration 20F: 3 clusters Score -1.502224e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15022425.000000 Penalty: 5768.204590
	Iteration 21Q: 3 clusters Score -1.502242e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15022574.000000 Penalty: 5768.204590
	Iteration 22Q: 3 clusters Score -1.502257e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15022720.000000 Penalty: 5768.204590
	Iteration 23Q: 3 clusters Score -1.502272e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15022764.000000 Penalty: 5768.204590
	Iteration 24Q: 3 clusters Score -1.502276e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -15022815.000000 Penalty: 5768.204590
	Iteration 25Q: 3 clusters Score -1.502282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15022850.000000 Penalty: 5768.204590
	Iteration 26Q: 3 clusters Score -1.502285e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111243 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -15022874.000000 Penalty: 5768.204590
	Iteration 27Q: 3 clusters Score -1.502287e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15022890.000000 Penalty: 5768.204590
	Iteration 28Q: 3 clusters Score -1.502289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15022884.000000 Penalty: 5768.204590
	Iteration 29Q: 3 clusters Score -1.502288e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15022914.000000 Penalty: 5768.204590
	Iteration 30Q: 3 clusters Score -1.502291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111362 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15022911.000000 Penalty: 5768.204590
	Iteration 31Q: 3 clusters Score -1.502291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111373 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15022923.000000 Penalty: 5768.204590
	Iteration 32Q: 3 clusters Score -1.502292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15022932.000000 Penalty: 5768.204590
	Iteration 33Q: 3 clusters Score -1.502293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111396 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15022925.000000 Penalty: 5768.204590
	Iteration 34Q: 3 clusters Score -1.502292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -15022929.000000 Penalty: 5768.204590
	Iteration 35Q: 3 clusters Score -1.502293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15022928.000000 Penalty: 5768.204590
	Iteration 36Q: 3 clusters Score -1.502293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15022945.000000 Penalty: 5768.204590
	Iteration 37Q: 3 clusters Score -1.502294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15022941.000000 Penalty: 5768.204590
	Iteration 38Q: 3 clusters Score -1.502294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15022934.000000 Penalty: 5768.204590
	Iteration 39Q: 3 clusters Score -1.502293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15022938.000000 Penalty: 5768.204590
	Iteration 40F: 3 clusters Score -1.502294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -15022937.000000 Penalty: 5768.204590
	Iteration 41Q: 3 clusters Score -1.502294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15022957.000000 Penalty: 5768.204590
	Iteration 42Q: 3 clusters Score -1.502296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15022956.000000 Penalty: 5768.204590
	Iteration 43Q: 3 clusters Score -1.502296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111460 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15022953.000000 Penalty: 5768.204590
	Iteration 44Q: 3 clusters Score -1.502295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15022970.000000 Penalty: 5768.204590
	Iteration 45Q: 3 clusters Score -1.502297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15022980.000000 Penalty: 5768.204590
	Iteration 46Q: 3 clusters Score -1.502298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -15022977.000000 Penalty: 5768.204590
	Iteration 47Q: 3 clusters Score -1.502298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15022971.000000 Penalty: 5768.204590
	Iteration 48Q: 3 clusters Score -1.502297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -15022972.000000 Penalty: 5768.204590
	Iteration 49Q: 3 clusters Score -1.502297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15022972.000000 Penalty: 5768.204590
	Iteration 50Q: 3 clusters Score -1.502297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15022976.000000 Penalty: 5768.204590
	Iteration 51Q: 3 clusters Score -1.502298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15022976.000000 Penalty: 5768.204590
	Iteration 52F: 3 clusters Score -1.502298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106987.328125 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -106987.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107474.578125 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107474.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107808.515625 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -107808.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108329.460938 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -108329.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -108953.234375 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -108953.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109789.984375 Penalty: 3397.662598
	Iteration 5F: 3 clusters Score -109790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -110056.609375 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -110056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -110100.828125 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -110100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -110109.851562 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -110109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110112.070312 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -110112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110112.070312 Penalty: 3397.662598
	Iteration 10F: 3 clusters Score -110112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112358 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99372 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176615 members 
Mstep: Class 19 contains 46961 members 
Mstep: Class 20 contains 722 members 
Entering Unmasked Estep 
Score: -135251360.000000 Penalty: 68693.328125
Splitting cluster 7 changes total score from -135251648.000000 to -135251360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -468282.750000 Penalty: 2044.138184
	Iteration 0F: 2 clusters Score -468282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -464606.937500 Penalty: 4088.276367
	Iteration 0F: 3 clusters Score -464606.9 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -465540.343750 Penalty: 4088.276367
	Iteration 1F: 3 clusters Score -465540.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -465816.718750 Penalty: 4088.276367
	Iteration 2F: 3 clusters Score -465816.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -466032.187500 Penalty: 4088.276367
	Iteration 3F: 3 clusters Score -466032.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -466267.156250 Penalty: 4088.276367
	Iteration 4F: 3 clusters Score -466267.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -466509.656250 Penalty: 4088.276367
	Iteration 5F: 3 clusters Score -466509.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -466711.406250 Penalty: 4088.276367
	Iteration 6Q: 3 clusters Score -466711.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -466858.937500 Penalty: 4088.276367
	Iteration 7Q: 3 clusters Score -466858.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -466954.531250 Penalty: 4088.276367
	Iteration 8Q: 3 clusters Score -466954.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -467022.812500 Penalty: 4088.276367
	Iteration 9Q: 3 clusters Score -467022.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -467074.656250 Penalty: 4088.276367
	Iteration 10Q: 3 clusters Score -467074.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -467122.093750 Penalty: 4088.276367
	Iteration 11Q: 3 clusters Score -467122.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -467166.781250 Penalty: 4088.276367
	Iteration 12Q: 3 clusters Score -467166.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -467213.093750 Penalty: 4088.276367
	Iteration 13Q: 3 clusters Score -467213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -467252.531250 Penalty: 4088.276367
	Iteration 14Q: 3 clusters Score -467252.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -467284.500000 Penalty: 4088.276367
	Iteration 15Q: 3 clusters Score -467284.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -467330.750000 Penalty: 4088.276367
	Iteration 16Q: 3 clusters Score -467330.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -467373.843750 Penalty: 4088.276367
	Iteration 17Q: 3 clusters Score -467373.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -467422.937500 Penalty: 4088.276367
	Iteration 18Q: 3 clusters Score -467422.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -467463.187500 Penalty: 4088.276367
	Iteration 19Q: 3 clusters Score -467463.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -467497.343750 Penalty: 4088.276367
	Iteration 20F: 3 clusters Score -467497.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -467530.125000 Penalty: 4088.276367
	Iteration 21Q: 3 clusters Score -467530.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -467543.593750 Penalty: 4088.276367
	Iteration 22Q: 3 clusters Score -467543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -467546.781250 Penalty: 4088.276367
	Iteration 23Q: 3 clusters Score -467546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -467553.312500 Penalty: 4088.276367
	Iteration 24Q: 3 clusters Score -467553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -467560.875000 Penalty: 4088.276367
	Iteration 25Q: 3 clusters Score -467560.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -467575.062500 Penalty: 4088.276367
	Iteration 26Q: 3 clusters Score -467575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -467585.468750 Penalty: 4088.276367
	Iteration 27Q: 3 clusters Score -467585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -467591.125000 Penalty: 4088.276367
	Iteration 28Q: 3 clusters Score -467591.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -467594.437500 Penalty: 4088.276367
	Iteration 29Q: 3 clusters Score -467594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -467597.187500 Penalty: 4088.276367
	Iteration 30Q: 3 clusters Score -467597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -467597.843750 Penalty: 4088.276367
	Iteration 31Q: 3 clusters Score -467597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -467598.843750 Penalty: 4088.276367
	Iteration 32Q: 3 clusters Score -467598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -467599.312500 Penalty: 4088.276367
	Iteration 33Q: 3 clusters Score -467599.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -467599.312500 Penalty: 4088.276367
	Iteration 34F: 3 clusters Score -467599.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Entering Unmasked Estep 
Score: -6043338.500000 Penalty: 2657.423340
	Iteration 0F: 2 clusters Score -6043338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6013054.500000 Penalty: 5314.846680
	Iteration 0F: 3 clusters Score -6013054 nChanged 20778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6024444.000000 Penalty: 5314.846680
	Iteration 1F: 3 clusters Score -6024444 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6025233.500000 Penalty: 5314.846680
	Iteration 2Q: 3 clusters Score -6025234 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -6026247.000000 Penalty: 5314.846680
	Iteration 3Q: 3 clusters Score -6026247 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6027546.000000 Penalty: 5314.846680
	Iteration 4F: 3 clusters Score -6027546 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6029308.000000 Penalty: 5314.846680
	Iteration 5F: 3 clusters Score -6029308 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -6031621.000000 Penalty: 5314.846680
	Iteration 6F: 3 clusters Score -6031621 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -6034283.000000 Penalty: 5314.846680
	Iteration 7F: 3 clusters Score -6034283 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6036390.500000 Penalty: 5314.846680
	Iteration 8F: 3 clusters Score -6036390 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -6037425.000000 Penalty: 5314.846680
	Iteration 9Q: 3 clusters Score -6037425 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -6037966.500000 Penalty: 5314.846680
	Iteration 10Q: 3 clusters Score -6037966 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6038335.000000 Penalty: 5314.846680
	Iteration 11Q: 3 clusters Score -6038335 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -6038646.000000 Penalty: 5314.846680
	Iteration 12Q: 3 clusters Score -6038646 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -6038923.500000 Penalty: 5314.846680
	Iteration 13Q: 3 clusters Score -6038924 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -6039145.500000 Penalty: 5314.846680
	Iteration 14Q: 3 clusters Score -6039146 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -6039402.000000 Penalty: 5314.846680
	Iteration 15Q: 3 clusters Score -6039402 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -6039652.500000 Penalty: 5314.846680
	Iteration 16Q: 3 clusters Score -6039652 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -6039821.000000 Penalty: 5314.846680
	Iteration 17Q: 3 clusters Score -6039821 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6040097.500000 Penalty: 5314.846680
	Iteration 18Q: 3 clusters Score -6040098 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6040317.000000 Penalty: 5314.846680
	Iteration 19Q: 3 clusters Score -6040317 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -6040438.000000 Penalty: 5314.846680
	Iteration 20F: 3 clusters Score -6040438 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6040582.000000 Penalty: 5314.846680
	Iteration 21Q: 3 clusters Score -6040582 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6040674.000000 Penalty: 5314.846680
	Iteration 22Q: 3 clusters Score -6040674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6040775.500000 Penalty: 5314.846680
	Iteration 23Q: 3 clusters Score -6040776 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6040887.500000 Penalty: 5314.846680
	Iteration 24Q: 3 clusters Score -6040888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6040985.500000 Penalty: 5314.846680
	Iteration 25Q: 3 clusters Score -6040986 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -6041058.000000 Penalty: 5314.846680
	Iteration 26Q: 3 clusters Score -6041058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6041130.000000 Penalty: 5314.846680
	Iteration 27Q: 3 clusters Score -6041130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6041158.500000 Penalty: 5314.846680
	Iteration 28Q: 3 clusters Score -6041158 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6041202.500000 Penalty: 5314.846680
	Iteration 29Q: 3 clusters Score -6041202 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6041236.000000 Penalty: 5314.846680
	Iteration 30Q: 3 clusters Score -6041236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6041306.000000 Penalty: 5314.846680
	Iteration 31Q: 3 clusters Score -6041306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6041336.500000 Penalty: 5314.846680
	Iteration 32Q: 3 clusters Score -6041336 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6041354.000000 Penalty: 5314.846680
	Iteration 33Q: 3 clusters Score -6041354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -6041392.000000 Penalty: 5314.846680
	Iteration 34Q: 3 clusters Score -6041392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6041429.000000 Penalty: 5314.846680
	Iteration 35Q: 3 clusters Score -6041429 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6041450.500000 Penalty: 5314.846680
	Iteration 36Q: 3 clusters Score -6041450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6041467.500000 Penalty: 5314.846680
	Iteration 37Q: 3 clusters Score -6041468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6041501.000000 Penalty: 5314.846680
	Iteration 38Q: 3 clusters Score -6041501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6041519.000000 Penalty: 5314.846680
	Iteration 39Q: 3 clusters Score -6041519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6041534.000000 Penalty: 5314.846680
	Iteration 40F: 3 clusters Score -6041534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6041551.000000 Penalty: 5314.846680
	Iteration 41Q: 3 clusters Score -6041551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6041576.000000 Penalty: 5314.846680
	Iteration 42Q: 3 clusters Score -6041576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6041590.000000 Penalty: 5314.846680
	Iteration 43Q: 3 clusters Score -6041590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6041611.000000 Penalty: 5314.846680
	Iteration 44Q: 3 clusters Score -6041611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6041638.500000 Penalty: 5314.846680
	Iteration 45Q: 3 clusters Score -6041638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6041648.000000 Penalty: 5314.846680
	Iteration 46Q: 3 clusters Score -6041648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6041658.500000 Penalty: 5314.846680
	Iteration 47Q: 3 clusters Score -6041658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6041665.000000 Penalty: 5314.846680
	Iteration 48Q: 3 clusters Score -6041665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6041672.000000 Penalty: 5314.846680
	Iteration 49Q: 3 clusters Score -6041672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6041667.500000 Penalty: 5314.846680
	Iteration 50Q: 3 clusters Score -6041668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6041672.500000 Penalty: 5314.846680
	Iteration 51Q: 3 clusters Score -6041672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6041699.500000 Penalty: 5314.846680
	Iteration 52Q: 3 clusters Score -6041700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6041691.000000 Penalty: 5314.846680
	Iteration 53Q: 3 clusters Score -6041691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6041712.000000 Penalty: 5314.846680
	Iteration 54Q: 3 clusters Score -6041712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6041727.500000 Penalty: 5314.846680
	Iteration 55Q: 3 clusters Score -6041728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6041725.000000 Penalty: 5314.846680
	Iteration 56Q: 3 clusters Score -6041725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6041726.000000 Penalty: 5314.846680
	Iteration 57Q: 3 clusters Score -6041726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6041726.500000 Penalty: 5314.846680
	Iteration 58Q: 3 clusters Score -6041726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6041728.500000 Penalty: 5314.846680
	Iteration 59Q: 3 clusters Score -6041728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6041730.000000 Penalty: 5314.846680
	Iteration 60F: 3 clusters Score -6041730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6041723.500000 Penalty: 5314.846680
	Iteration 61Q: 3 clusters Score -6041724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6041722.500000 Penalty: 5314.846680
	Iteration 62Q: 3 clusters Score -6041722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6041725.000000 Penalty: 5314.846680
	Iteration 63Q: 3 clusters Score -6041725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6041739.500000 Penalty: 5314.846680
	Iteration 64Q: 3 clusters Score -6041740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6041742.000000 Penalty: 5314.846680
	Iteration 65Q: 3 clusters Score -6041742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6041733.500000 Penalty: 5314.846680
	Iteration 66Q: 3 clusters Score -6041734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6041738.000000 Penalty: 5314.846680
	Iteration 67Q: 3 clusters Score -6041738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6041738.500000 Penalty: 5314.846680
	Iteration 68Q: 3 clusters Score -6041738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6041737.500000 Penalty: 5314.846680
	Iteration 69Q: 3 clusters Score -6041738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6041737.000000 Penalty: 5314.846680
	Iteration 70Q: 3 clusters Score -6041737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6041737.000000 Penalty: 5314.846680
	Iteration 71F: 3 clusters Score -6041737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -193569.000000 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -193569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191300.765625 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -191300.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -191629.531250 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -191629.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191717.328125 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -191717.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -191762.281250 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -191762.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191793.390625 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -191793.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -191815.562500 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -191815.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191826.031250 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -191826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191829.687500 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -191829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191836.656250 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -191836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -191840.984375 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -191841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191844.234375 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -191844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -191847.328125 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -191847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191849.406250 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -191849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191850.140625 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -191850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191850.375000 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -191850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191850.375000 Penalty: 3618.684570
	Iteration 15F: 3 clusters Score -191850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Entering Unmasked Estep 
Score: -9146923.000000 Penalty: 2760.780029
	Iteration 0F: 2 clusters Score -9146923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -9101234.000000 Penalty: 5521.560059
	Iteration 0F: 3 clusters Score -9101234 nChanged 31886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -9119098.000000 Penalty: 5521.560059
	Iteration 1F: 3 clusters Score -9119098 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9119577.000000 Penalty: 5521.560059
	Iteration 2Q: 3 clusters Score -9119577 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -9120162.000000 Penalty: 5521.560059
	Iteration 3Q: 3 clusters Score -9120162 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9120719.000000 Penalty: 5521.560059
	Iteration 4Q: 3 clusters Score -9120719 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9121526.000000 Penalty: 5521.560059
	Iteration 5Q: 3 clusters Score -9121526 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -9122703.000000 Penalty: 5521.560059
	Iteration 6Q: 3 clusters Score -9122703 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -9124861.000000 Penalty: 5521.560059
	Iteration 7F: 3 clusters Score -9124861 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -9128127.000000 Penalty: 5521.560059
	Iteration 8F: 3 clusters Score -9128127 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -9132726.000000 Penalty: 5521.560059
	Iteration 9F: 3 clusters Score -9132726 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -9137412.000000 Penalty: 5521.560059
	Iteration 10F: 3 clusters Score -9137412 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -9140741.000000 Penalty: 5521.560059
	Iteration 11Q: 3 clusters Score -9140741 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -9142363.000000 Penalty: 5521.560059
	Iteration 12Q: 3 clusters Score -9142363 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -9143119.000000 Penalty: 5521.560059
	Iteration 13Q: 3 clusters Score -9143119 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -9143475.000000 Penalty: 5521.560059
	Iteration 14Q: 3 clusters Score -9143475 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -9143691.000000 Penalty: 5521.560059
	Iteration 15Q: 3 clusters Score -9143691 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -9143822.000000 Penalty: 5521.560059
	Iteration 16Q: 3 clusters Score -9143822 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -9143942.000000 Penalty: 5521.560059
	Iteration 17Q: 3 clusters Score -9143942 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -9144084.000000 Penalty: 5521.560059
	Iteration 18Q: 3 clusters Score -9144084 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -9144199.000000 Penalty: 5521.560059
	Iteration 19Q: 3 clusters Score -9144199 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -9144311.000000 Penalty: 5521.560059
	Iteration 20F: 3 clusters Score -9144311 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -9144382.000000 Penalty: 5521.560059
	Iteration 21Q: 3 clusters Score -9144382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -9144441.000000 Penalty: 5521.560059
	Iteration 22Q: 3 clusters Score -9144441 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -9144487.000000 Penalty: 5521.560059
	Iteration 23Q: 3 clusters Score -9144487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -9144518.000000 Penalty: 5521.560059
	Iteration 24Q: 3 clusters Score -9144518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -9144551.000000 Penalty: 5521.560059
	Iteration 25Q: 3 clusters Score -9144551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -9144570.000000 Penalty: 5521.560059
	Iteration 26Q: 3 clusters Score -9144570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -9144560.000000 Penalty: 5521.560059
	Iteration 27Q: 3 clusters Score -9144560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -9144581.000000 Penalty: 5521.560059
	Iteration 28Q: 3 clusters Score -9144581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -9144589.000000 Penalty: 5521.560059
	Iteration 29Q: 3 clusters Score -9144589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -9144618.000000 Penalty: 5521.560059
	Iteration 30Q: 3 clusters Score -9144618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -9144633.000000 Penalty: 5521.560059
	Iteration 31Q: 3 clusters Score -9144633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9144653.000000 Penalty: 5521.560059
	Iteration 32Q: 3 clusters Score -9144653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -9144649.000000 Penalty: 5521.560059
	Iteration 33Q: 3 clusters Score -9144649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -9144646.000000 Penalty: 5521.560059
	Iteration 34Q: 3 clusters Score -9144646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -9144648.000000 Penalty: 5521.560059
	Iteration 35Q: 3 clusters Score -9144648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -9144647.000000 Penalty: 5521.560059
	Iteration 36Q: 3 clusters Score -9144647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -9144654.000000 Penalty: 5521.560059
	Iteration 37Q: 3 clusters Score -9144654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -9144650.000000 Penalty: 5521.560059
	Iteration 38Q: 3 clusters Score -9144650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -9144654.000000 Penalty: 5521.560059
	Iteration 39Q: 3 clusters Score -9144654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -9144656.000000 Penalty: 5521.560059
	Iteration 40F: 3 clusters Score -9144656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -9144685.000000 Penalty: 5521.560059
	Iteration 41Q: 3 clusters Score -9144685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -9144700.000000 Penalty: 5521.560059
	Iteration 42Q: 3 clusters Score -9144700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -9144700.000000 Penalty: 5521.560059
	Iteration 43Q: 3 clusters Score -9144700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -9144713.000000 Penalty: 5521.560059
	Iteration 44Q: 3 clusters Score -9144713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -9144726.000000 Penalty: 5521.560059
	Iteration 45Q: 3 clusters Score -9144726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -9144729.000000 Penalty: 5521.560059
	Iteration 46Q: 3 clusters Score -9144729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -9144737.000000 Penalty: 5521.560059
	Iteration 47Q: 3 clusters Score -9144737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -9144735.000000 Penalty: 5521.560059
	Iteration 48Q: 3 clusters Score -9144735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -9144756.000000 Penalty: 5521.560059
	Iteration 49Q: 3 clusters Score -9144756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -9144753.000000 Penalty: 5521.560059
	Iteration 50Q: 3 clusters Score -9144753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9144750.000000 Penalty: 5521.560059
	Iteration 51Q: 3 clusters Score -9144750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -9144749.000000 Penalty: 5521.560059
	Iteration 52Q: 3 clusters Score -9144749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -9144759.000000 Penalty: 5521.560059
	Iteration 53Q: 3 clusters Score -9144759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -9144769.000000 Penalty: 5521.560059
	Iteration 54Q: 3 clusters Score -9144769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -9144763.000000 Penalty: 5521.560059
	Iteration 55Q: 3 clusters Score -9144763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -9144773.000000 Penalty: 5521.560059
	Iteration 56Q: 3 clusters Score -9144773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -9144771.000000 Penalty: 5521.560059
	Iteration 57Q: 3 clusters Score -9144771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -9144764.000000 Penalty: 5521.560059
	Iteration 58Q: 3 clusters Score -9144764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -9144762.000000 Penalty: 5521.560059
	Iteration 59Q: 3 clusters Score -9144762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -9144758.000000 Penalty: 5521.560059
	Iteration 60F: 3 clusters Score -9144758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -9144771.000000 Penalty: 5521.560059
	Iteration 61Q: 3 clusters Score -9144771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -9144761.000000 Penalty: 5521.560059
	Iteration 62Q: 3 clusters Score -9144761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -9144765.000000 Penalty: 5521.560059
	Iteration 63Q: 3 clusters Score -9144765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -9144764.000000 Penalty: 5521.560059
	Iteration 64Q: 3 clusters Score -9144764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -9144765.000000 Penalty: 5521.560059
	Iteration 65Q: 3 clusters Score -9144765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -9144765.000000 Penalty: 5521.560059
	Iteration 66Q: 3 clusters Score -9144765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -9144764.000000 Penalty: 5521.560059
	Iteration 67Q: 3 clusters Score -9144764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -9144764.000000 Penalty: 5521.560059
	Iteration 68Q: 3 clusters Score -9144764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -9144758.000000 Penalty: 5521.560059
	Iteration 69Q: 3 clusters Score -9144758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -9144758.000000 Penalty: 5521.560059
	Iteration 70Q: 3 clusters Score -9144758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -9144760.000000 Penalty: 5521.560059
	Iteration 71Q: 3 clusters Score -9144760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -9144762.000000 Penalty: 5521.560059
	Iteration 72Q: 3 clusters Score -9144762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -9144768.000000 Penalty: 5521.560059
	Iteration 73Q: 3 clusters Score -9144768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -9144757.000000 Penalty: 5521.560059
	Iteration 74Q: 3 clusters Score -9144757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -9144762.000000 Penalty: 5521.560059
	Iteration 75Q: 3 clusters Score -9144762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -9144770.000000 Penalty: 5521.560059
	Iteration 76Q: 3 clusters Score -9144770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9144763.000000 Penalty: 5521.560059
	Iteration 77Q: 3 clusters Score -9144763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9144756.000000 Penalty: 5521.560059
	Iteration 78Q: 3 clusters Score -9144756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9144752.000000 Penalty: 5521.560059
	Iteration 79Q: 3 clusters Score -9144752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9144753.000000 Penalty: 5521.560059
	Iteration 80F: 3 clusters Score -9144753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -9144756.000000 Penalty: 5521.560059
	Iteration 81Q: 3 clusters Score -9144756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9144763.000000 Penalty: 5521.560059
	Iteration 82Q: 3 clusters Score -9144763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -9144758.000000 Penalty: 5521.560059
	Iteration 83Q: 3 clusters Score -9144758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -9144761.000000 Penalty: 5521.560059
	Iteration 84Q: 3 clusters Score -9144761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -9144755.000000 Penalty: 5521.560059
	Iteration 85Q: 3 clusters Score -9144755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -9144763.000000 Penalty: 5521.560059
	Iteration 86Q: 3 clusters Score -9144763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -9144761.000000 Penalty: 5521.560059
	Iteration 87Q: 3 clusters Score -9144761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -9144761.000000 Penalty: 5521.560059
	Iteration 88F: 3 clusters Score -9144761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -131690.312500 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -131690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129740.140625 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -129740.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130017.585938 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -130017.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130103.984375 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -130104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130130.601562 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -130130.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130151.132812 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -130151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130159.781250 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -130159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -130162.804688 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -130162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -130165.914062 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -130165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -130167.351562 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -130167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130169.523438 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -130169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -130169.523438 Penalty: 3425.750488
	Iteration 10F: 3 clusters Score -130169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -134010.281250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -134010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131966.203125 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -131966.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132314.359375 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -132314.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132637.328125 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -132637.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133069.953125 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -133070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133407.421875 Penalty: 3481.571045
	Iteration 4F: 3 clusters Score -133407.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133967.937500 Penalty: 3481.571045
	Iteration 5F: 3 clusters Score -133967.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134231.718750 Penalty: 3481.571045
	Iteration 6F: 3 clusters Score -134231.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -134354.312500 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -134354.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -134453.062500 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -134453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -134484.312500 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -134484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -134497.125000 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -134497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -134497.125000 Penalty: 3481.571045
	Iteration 11F: 3 clusters Score -134497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112358 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99372 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176615 members 
Mstep: Class 19 contains 46961 members 
Mstep: Class 20 contains 247 members 
Entering Unmasked Estep 
Score: -135250528.000000 Penalty: 68693.328125
Splitting cluster 13 changes total score from -135251648.000000 to -135250528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -67637.203125 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -67637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66080.554688 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -66080.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66255.500000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -66255.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66297.539062 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -66297.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66312.195312 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -66312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66320.000000 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -66320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66329.062500 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -66329.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66333.523438 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -66333.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66335.093750 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -66335.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66336.914062 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -66336.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66336.914062 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -66336.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Entering Unmasked Estep 
Score: -13306729.000000 Penalty: 2853.643311
	Iteration 0F: 2 clusters Score -1.330673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -13240477.000000 Penalty: 5707.286621
	Iteration 0F: 3 clusters Score -1.324048e+07 nChanged 46945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -13266686.000000 Penalty: 5707.286621
	Iteration 1F: 3 clusters Score -1.326669e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -13267334.000000 Penalty: 5707.286621
	Iteration 2Q: 3 clusters Score -1.326733e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -13268143.000000 Penalty: 5707.286621
	Iteration 3Q: 3 clusters Score -1.326814e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -13269277.000000 Penalty: 5707.286621
	Iteration 4Q: 3 clusters Score -1.326928e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -13271190.000000 Penalty: 5707.286621
	Iteration 5Q: 3 clusters Score -1.327119e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -13274772.000000 Penalty: 5707.286621
	Iteration 6F: 3 clusters Score -1.327477e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -13280800.000000 Penalty: 5707.286621
	Iteration 7F: 3 clusters Score -1.32808e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -13289217.000000 Penalty: 5707.286621
	Iteration 8F: 3 clusters Score -1.328922e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -13296954.000000 Penalty: 5707.286621
	Iteration 9F: 3 clusters Score -1.329695e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -13301270.000000 Penalty: 5707.286621
	Iteration 10Q: 3 clusters Score -1.330127e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13303111.000000 Penalty: 5707.286621
	Iteration 11Q: 3 clusters Score -1.330311e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13303792.000000 Penalty: 5707.286621
	Iteration 12Q: 3 clusters Score -1.330379e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13304101.000000 Penalty: 5707.286621
	Iteration 13Q: 3 clusters Score -1.33041e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13304194.000000 Penalty: 5707.286621
	Iteration 14Q: 3 clusters Score -1.330419e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13304315.000000 Penalty: 5707.286621
	Iteration 15Q: 3 clusters Score -1.330432e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13304370.000000 Penalty: 5707.286621
	Iteration 16Q: 3 clusters Score -1.330437e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13304386.000000 Penalty: 5707.286621
	Iteration 17Q: 3 clusters Score -1.330439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13304423.000000 Penalty: 5707.286621
	Iteration 18Q: 3 clusters Score -1.330442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13304432.000000 Penalty: 5707.286621
	Iteration 19Q: 3 clusters Score -1.330443e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13304455.000000 Penalty: 5707.286621
	Iteration 20F: 3 clusters Score -1.330446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13304477.000000 Penalty: 5707.286621
	Iteration 21Q: 3 clusters Score -1.330448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13304462.000000 Penalty: 5707.286621
	Iteration 22Q: 3 clusters Score -1.330446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13304475.000000 Penalty: 5707.286621
	Iteration 23Q: 3 clusters Score -1.330448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13304481.000000 Penalty: 5707.286621
	Iteration 24Q: 3 clusters Score -1.330448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13304484.000000 Penalty: 5707.286621
	Iteration 25Q: 3 clusters Score -1.330448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13304497.000000 Penalty: 5707.286621
	Iteration 26Q: 3 clusters Score -1.33045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13304500.000000 Penalty: 5707.286621
	Iteration 27Q: 3 clusters Score -1.33045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13304504.000000 Penalty: 5707.286621
	Iteration 28Q: 3 clusters Score -1.33045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13304511.000000 Penalty: 5707.286621
	Iteration 29Q: 3 clusters Score -1.330451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13304503.000000 Penalty: 5707.286621
	Iteration 30Q: 3 clusters Score -1.33045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13304508.000000 Penalty: 5707.286621
	Iteration 31Q: 3 clusters Score -1.330451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13304514.000000 Penalty: 5707.286621
	Iteration 32Q: 3 clusters Score -1.330451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13304503.000000 Penalty: 5707.286621
	Iteration 33Q: 3 clusters Score -1.33045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13304517.000000 Penalty: 5707.286621
	Iteration 34Q: 3 clusters Score -1.330452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13304512.000000 Penalty: 5707.286621
	Iteration 35Q: 3 clusters Score -1.330451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13304512.000000 Penalty: 5707.286621
	Iteration 36F: 3 clusters Score -1.330451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186173 members 
Entering Unmasked Estep 
Score: -24742288.000000 Penalty: 3009.339111
	Iteration 0F: 2 clusters Score -2.474229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -24620942.000000 Penalty: 6018.678223
	Iteration 0F: 3 clusters Score -2.462094e+07 nChanged 89493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -24673490.000000 Penalty: 6018.678223
	Iteration 1F: 3 clusters Score -2.467349e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -24674746.000000 Penalty: 6018.678223
	Iteration 2Q: 3 clusters Score -2.467475e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -24676390.000000 Penalty: 6018.678223
	Iteration 3Q: 3 clusters Score -2.467639e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -24678904.000000 Penalty: 6018.678223
	Iteration 4Q: 3 clusters Score -2.46789e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -24682844.000000 Penalty: 6018.678223
	Iteration 5Q: 3 clusters Score -2.468284e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -24688388.000000 Penalty: 6018.678223
	Iteration 6F: 3 clusters Score -2.468839e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125934 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -24696350.000000 Penalty: 6018.678223
	Iteration 7F: 3 clusters Score -2.469635e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136789 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -24706472.000000 Penalty: 6018.678223
	Iteration 8F: 3 clusters Score -2.470647e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -24716742.000000 Penalty: 6018.678223
	Iteration 9F: 3 clusters Score -2.471674e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -24724558.000000 Penalty: 6018.678223
	Iteration 10Q: 3 clusters Score -2.472456e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -24729322.000000 Penalty: 6018.678223
	Iteration 11Q: 3 clusters Score -2.472932e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162344 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -24732048.000000 Penalty: 6018.678223
	Iteration 12Q: 3 clusters Score -2.473205e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -24733714.000000 Penalty: 6018.678223
	Iteration 13Q: 3 clusters Score -2.473371e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -24734984.000000 Penalty: 6018.678223
	Iteration 14Q: 3 clusters Score -2.473498e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -24736092.000000 Penalty: 6018.678223
	Iteration 15Q: 3 clusters Score -2.473609e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173179 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -24737044.000000 Penalty: 6018.678223
	Iteration 16Q: 3 clusters Score -2.473704e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175086 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -24737758.000000 Penalty: 6018.678223
	Iteration 17Q: 3 clusters Score -2.473776e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -24738356.000000 Penalty: 6018.678223
	Iteration 18Q: 3 clusters Score -2.473836e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -24738932.000000 Penalty: 6018.678223
	Iteration 19Q: 3 clusters Score -2.473893e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179223 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -24739216.000000 Penalty: 6018.678223
	Iteration 20F: 3 clusters Score -2.473922e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -24739480.000000 Penalty: 6018.678223
	Iteration 21Q: 3 clusters Score -2.473948e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180889 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -24739778.000000 Penalty: 6018.678223
	Iteration 22Q: 3 clusters Score -2.473978e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181523 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -24739916.000000 Penalty: 6018.678223
	Iteration 23Q: 3 clusters Score -2.473992e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182073 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -24740082.000000 Penalty: 6018.678223
	Iteration 24Q: 3 clusters Score -2.474008e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182528 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -24740198.000000 Penalty: 6018.678223
	Iteration 25Q: 3 clusters Score -2.47402e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -24740218.000000 Penalty: 6018.678223
	Iteration 26Q: 3 clusters Score -2.474022e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -24740258.000000 Penalty: 6018.678223
	Iteration 27Q: 3 clusters Score -2.474026e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -24740316.000000 Penalty: 6018.678223
	Iteration 28Q: 3 clusters Score -2.474032e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183669 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -24740366.000000 Penalty: 6018.678223
	Iteration 29Q: 3 clusters Score -2.474037e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -24740340.000000 Penalty: 6018.678223
	Iteration 30Q: 3 clusters Score -2.474034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24740346.000000 Penalty: 6018.678223
	Iteration 31Q: 3 clusters Score -2.474035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -24740378.000000 Penalty: 6018.678223
	Iteration 32Q: 3 clusters Score -2.474038e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -24740368.000000 Penalty: 6018.678223
	Iteration 33Q: 3 clusters Score -2.474037e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184345 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -24740396.000000 Penalty: 6018.678223
	Iteration 34Q: 3 clusters Score -2.47404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -24740380.000000 Penalty: 6018.678223
	Iteration 35Q: 3 clusters Score -2.474038e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184486 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24740378.000000 Penalty: 6018.678223
	Iteration 36Q: 3 clusters Score -2.474038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184538 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -24740376.000000 Penalty: 6018.678223
	Iteration 37Q: 3 clusters Score -2.474038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184591 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24740388.000000 Penalty: 6018.678223
	Iteration 38Q: 3 clusters Score -2.474039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24740394.000000 Penalty: 6018.678223
	Iteration 39Q: 3 clusters Score -2.474039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24740404.000000 Penalty: 6018.678223
	Iteration 40F: 3 clusters Score -2.47404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24740420.000000 Penalty: 6018.678223
	Iteration 41Q: 3 clusters Score -2.474042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184736 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -24740424.000000 Penalty: 6018.678223
	Iteration 42Q: 3 clusters Score -2.474042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -24740384.000000 Penalty: 6018.678223
	Iteration 43Q: 3 clusters Score -2.474038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184789 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -24740376.000000 Penalty: 6018.678223
	Iteration 44Q: 3 clusters Score -2.474038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 45Q: 3 clusters Score -2.474038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184823 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -24740394.000000 Penalty: 6018.678223
	Iteration 46Q: 3 clusters Score -2.474039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 47Q: 3 clusters Score -2.474038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184868 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 48Q: 3 clusters Score -2.474038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184879 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24740384.000000 Penalty: 6018.678223
	Iteration 49Q: 3 clusters Score -2.474038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184889 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24740388.000000 Penalty: 6018.678223
	Iteration 50Q: 3 clusters Score -2.474039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24740380.000000 Penalty: 6018.678223
	Iteration 51Q: 3 clusters Score -2.474038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 52Q: 3 clusters Score -2.474038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 53Q: 3 clusters Score -2.474038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184920 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -24740380.000000 Penalty: 6018.678223
	Iteration 54Q: 3 clusters Score -2.474038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184923 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -24740382.000000 Penalty: 6018.678223
	Iteration 55Q: 3 clusters Score -2.474038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184928 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -24740390.000000 Penalty: 6018.678223
	Iteration 56Q: 3 clusters Score -2.474039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -24740376.000000 Penalty: 6018.678223
	Iteration 57Q: 3 clusters Score -2.474038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -24740376.000000 Penalty: 6018.678223
	Iteration 58F: 3 clusters Score -2.474038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Entering Unmasked Estep 
Score: -4235834.000000 Penalty: 2568.026367
	Iteration 0F: 2 clusters Score -4235834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4214543.500000 Penalty: 5136.052734
	Iteration 0F: 3 clusters Score -4214544 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4222321.000000 Penalty: 5136.052734
	Iteration 1F: 3 clusters Score -4222321 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4223099.500000 Penalty: 5136.052734
	Iteration 2F: 3 clusters Score -4223100 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4223944.000000 Penalty: 5136.052734
	Iteration 3F: 3 clusters Score -4223944 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4225081.500000 Penalty: 5136.052734
	Iteration 4F: 3 clusters Score -4225082 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4226662.500000 Penalty: 5136.052734
	Iteration 5F: 3 clusters Score -4226662 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4228522.000000 Penalty: 5136.052734
	Iteration 6F: 3 clusters Score -4228522 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4230252.500000 Penalty: 5136.052734
	Iteration 7F: 3 clusters Score -4230252 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4231480.500000 Penalty: 5136.052734
	Iteration 8Q: 3 clusters Score -4231480 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4232118.000000 Penalty: 5136.052734
	Iteration 9Q: 3 clusters Score -4232118 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4232445.500000 Penalty: 5136.052734
	Iteration 10Q: 3 clusters Score -4232446 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -4232654.000000 Penalty: 5136.052734
	Iteration 11Q: 3 clusters Score -4232654 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4232813.000000 Penalty: 5136.052734
	Iteration 12Q: 3 clusters Score -4232813 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4232924.000000 Penalty: 5136.052734
	Iteration 13Q: 3 clusters Score -4232924 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4233025.000000 Penalty: 5136.052734
	Iteration 14Q: 3 clusters Score -4233025 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4233139.000000 Penalty: 5136.052734
	Iteration 15Q: 3 clusters Score -4233139 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4233212.500000 Penalty: 5136.052734
	Iteration 16Q: 3 clusters Score -4233212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4233297.500000 Penalty: 5136.052734
	Iteration 17Q: 3 clusters Score -4233298 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4233378.500000 Penalty: 5136.052734
	Iteration 18Q: 3 clusters Score -4233378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4233429.000000 Penalty: 5136.052734
	Iteration 19Q: 3 clusters Score -4233429 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -4233488.000000 Penalty: 5136.052734
	Iteration 20F: 3 clusters Score -4233488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4233525.500000 Penalty: 5136.052734
	Iteration 21Q: 3 clusters Score -4233526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4233572.500000 Penalty: 5136.052734
	Iteration 22Q: 3 clusters Score -4233572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4233596.000000 Penalty: 5136.052734
	Iteration 23Q: 3 clusters Score -4233596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4233621.500000 Penalty: 5136.052734
	Iteration 24Q: 3 clusters Score -4233622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4233637.500000 Penalty: 5136.052734
	Iteration 25Q: 3 clusters Score -4233638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4233643.500000 Penalty: 5136.052734
	Iteration 26Q: 3 clusters Score -4233644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4233655.500000 Penalty: 5136.052734
	Iteration 27Q: 3 clusters Score -4233656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4233663.000000 Penalty: 5136.052734
	Iteration 28Q: 3 clusters Score -4233663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4233679.000000 Penalty: 5136.052734
	Iteration 29Q: 3 clusters Score -4233679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4233679.500000 Penalty: 5136.052734
	Iteration 30Q: 3 clusters Score -4233680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4233692.000000 Penalty: 5136.052734
	Iteration 31Q: 3 clusters Score -4233692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4233699.000000 Penalty: 5136.052734
	Iteration 32Q: 3 clusters Score -4233699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4233701.000000 Penalty: 5136.052734
	Iteration 33Q: 3 clusters Score -4233701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4233702.000000 Penalty: 5136.052734
	Iteration 34Q: 3 clusters Score -4233702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -4233705.000000 Penalty: 5136.052734
	Iteration 35Q: 3 clusters Score -4233705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4233705.500000 Penalty: 5136.052734
	Iteration 36Q: 3 clusters Score -4233706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4233705.000000 Penalty: 5136.052734
	Iteration 37Q: 3 clusters Score -4233705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4233713.500000 Penalty: 5136.052734
	Iteration 38Q: 3 clusters Score -4233714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -4233709.500000 Penalty: 5136.052734
	Iteration 39Q: 3 clusters Score -4233710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4233714.500000 Penalty: 5136.052734
	Iteration 40F: 3 clusters Score -4233714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4233708.500000 Penalty: 5136.052734
	Iteration 41Q: 3 clusters Score -4233708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -4233714.500000 Penalty: 5136.052734
	Iteration 42Q: 3 clusters Score -4233714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4233717.000000 Penalty: 5136.052734
	Iteration 43Q: 3 clusters Score -4233717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4233719.000000 Penalty: 5136.052734
	Iteration 44Q: 3 clusters Score -4233719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4233727.000000 Penalty: 5136.052734
	Iteration 45Q: 3 clusters Score -4233727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4233724.000000 Penalty: 5136.052734
	Iteration 46Q: 3 clusters Score -4233724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4233720.500000 Penalty: 5136.052734
	Iteration 47Q: 3 clusters Score -4233720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4233724.000000 Penalty: 5136.052734
	Iteration 48Q: 3 clusters Score -4233724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4233726.000000 Penalty: 5136.052734
	Iteration 49Q: 3 clusters Score -4233726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4233726.000000 Penalty: 5136.052734
	Iteration 50Q: 3 clusters Score -4233726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4233730.500000 Penalty: 5136.052734
	Iteration 51Q: 3 clusters Score -4233730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4233728.000000 Penalty: 5136.052734
	Iteration 52Q: 3 clusters Score -4233728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4233728.000000 Penalty: 5136.052734
	Iteration 53F: 3 clusters Score -4233728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (176615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176615 members 
Entering Unmasked Estep 
Score: -23456008.000000 Penalty: 2996.268555
	Iteration 0F: 2 clusters Score -2.345601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -23344656.000000 Penalty: 5992.537109
	Iteration 0F: 3 clusters Score -2.334466e+07 nChanged 84580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -23393266.000000 Penalty: 5992.537109
	Iteration 1F: 3 clusters Score -2.339327e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -23394114.000000 Penalty: 5992.537109
	Iteration 2Q: 3 clusters Score -2.339411e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -23395056.000000 Penalty: 5992.537109
	Iteration 3Q: 3 clusters Score -2.339506e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -23395784.000000 Penalty: 5992.537109
	Iteration 4Q: 3 clusters Score -2.339578e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -23396636.000000 Penalty: 5992.537109
	Iteration 5Q: 3 clusters Score -2.339664e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -23397548.000000 Penalty: 5992.537109
	Iteration 6Q: 3 clusters Score -2.339755e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -23398628.000000 Penalty: 5992.537109
	Iteration 7Q: 3 clusters Score -2.339863e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -23400108.000000 Penalty: 5992.537109
	Iteration 8Q: 3 clusters Score -2.340011e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -23402434.000000 Penalty: 5992.537109
	Iteration 9Q: 3 clusters Score -2.340243e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -23405846.000000 Penalty: 5992.537109
	Iteration 10Q: 3 clusters Score -2.340585e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -23410852.000000 Penalty: 5992.537109
	Iteration 11F: 3 clusters Score -2.341085e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -23417622.000000 Penalty: 5992.537109
	Iteration 12F: 3 clusters Score -2.341762e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121710 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -23425124.000000 Penalty: 5992.537109
	Iteration 13F: 3 clusters Score -2.342512e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -23431732.000000 Penalty: 5992.537109
	Iteration 14F: 3 clusters Score -2.343173e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -23435782.000000 Penalty: 5992.537109
	Iteration 15Q: 3 clusters Score -2.343578e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -23438132.000000 Penalty: 5992.537109
	Iteration 16Q: 3 clusters Score -2.343813e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139545 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -23439870.000000 Penalty: 5992.537109
	Iteration 17Q: 3 clusters Score -2.343987e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -23441634.000000 Penalty: 5992.537109
	Iteration 18Q: 3 clusters Score -2.344163e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -23443216.000000 Penalty: 5992.537109
	Iteration 19Q: 3 clusters Score -2.344322e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -23444772.000000 Penalty: 5992.537109
	Iteration 20F: 3 clusters Score -2.344477e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155464 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -23446010.000000 Penalty: 5992.537109
	Iteration 21Q: 3 clusters Score -2.344601e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159028 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -23447520.000000 Penalty: 5992.537109
	Iteration 22Q: 3 clusters Score -2.344752e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -23448994.000000 Penalty: 5992.537109
	Iteration 23Q: 3 clusters Score -2.344899e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165060 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -23450256.000000 Penalty: 5992.537109
	Iteration 24Q: 3 clusters Score -2.345026e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -23450994.000000 Penalty: 5992.537109
	Iteration 25Q: 3 clusters Score -2.345099e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -23451680.000000 Penalty: 5992.537109
	Iteration 26Q: 3 clusters Score -2.345168e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -23452246.000000 Penalty: 5992.537109
	Iteration 27Q: 3 clusters Score -2.345225e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -23452644.000000 Penalty: 5992.537109
	Iteration 28Q: 3 clusters Score -2.345264e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23452918.000000 Penalty: 5992.537109
	Iteration 29Q: 3 clusters Score -2.345292e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173497 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23453138.000000 Penalty: 5992.537109
	Iteration 30Q: 3 clusters Score -2.345314e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23453264.000000 Penalty: 5992.537109
	Iteration 31Q: 3 clusters Score -2.345326e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174456 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23453396.000000 Penalty: 5992.537109
	Iteration 32Q: 3 clusters Score -2.34534e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23453448.000000 Penalty: 5992.537109
	Iteration 33Q: 3 clusters Score -2.345345e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23453520.000000 Penalty: 5992.537109
	Iteration 34Q: 3 clusters Score -2.345352e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23453572.000000 Penalty: 5992.537109
	Iteration 35Q: 3 clusters Score -2.345357e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23453644.000000 Penalty: 5992.537109
	Iteration 36Q: 3 clusters Score -2.345364e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -23453674.000000 Penalty: 5992.537109
	Iteration 37Q: 3 clusters Score -2.345367e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23453642.000000 Penalty: 5992.537109
	Iteration 38Q: 3 clusters Score -2.345364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175521 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23453656.000000 Penalty: 5992.537109
	Iteration 39Q: 3 clusters Score -2.345366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -23453666.000000 Penalty: 5992.537109
	Iteration 40F: 3 clusters Score -2.345367e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23453668.000000 Penalty: 5992.537109
	Iteration 41Q: 3 clusters Score -2.345367e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23453688.000000 Penalty: 5992.537109
	Iteration 42Q: 3 clusters Score -2.345369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23453682.000000 Penalty: 5992.537109
	Iteration 43Q: 3 clusters Score -2.345368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23453672.000000 Penalty: 5992.537109
	Iteration 44Q: 3 clusters Score -2.345367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -23453688.000000 Penalty: 5992.537109
	Iteration 45Q: 3 clusters Score -2.345369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23453706.000000 Penalty: 5992.537109
	Iteration 46Q: 3 clusters Score -2.345371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23453708.000000 Penalty: 5992.537109
	Iteration 47Q: 3 clusters Score -2.345371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23453718.000000 Penalty: 5992.537109
	Iteration 48Q: 3 clusters Score -2.345372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23453706.000000 Penalty: 5992.537109
	Iteration 49Q: 3 clusters Score -2.345371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23453708.000000 Penalty: 5992.537109
	Iteration 50Q: 3 clusters Score -2.345371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23453714.000000 Penalty: 5992.537109
	Iteration 51Q: 3 clusters Score -2.345371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23453712.000000 Penalty: 5992.537109
	Iteration 52Q: 3 clusters Score -2.345371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23453736.000000 Penalty: 5992.537109
	Iteration 53Q: 3 clusters Score -2.345374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175856 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -23453746.000000 Penalty: 5992.537109
	Iteration 54Q: 3 clusters Score -2.345375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23453738.000000 Penalty: 5992.537109
	Iteration 55Q: 3 clusters Score -2.345374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23453740.000000 Penalty: 5992.537109
	Iteration 56Q: 3 clusters Score -2.345374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23453732.000000 Penalty: 5992.537109
	Iteration 57Q: 3 clusters Score -2.345373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -23453742.000000 Penalty: 5992.537109
	Iteration 58Q: 3 clusters Score -2.345374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23453746.000000 Penalty: 5992.537109
	Iteration 59Q: 3 clusters Score -2.345375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23453754.000000 Penalty: 5992.537109
	Iteration 60F: 3 clusters Score -2.345375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -23453748.000000 Penalty: 5992.537109
	Iteration 61Q: 3 clusters Score -2.345375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -23453748.000000 Penalty: 5992.537109
	Iteration 62F: 3 clusters Score -2.345375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Entering Unmasked Estep 
Score: -6322544.500000 Penalty: 2667.753906
	Iteration 0F: 2 clusters Score -6322544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -6290960.000000 Penalty: 5335.507812
	Iteration 0F: 3 clusters Score -6290960 nChanged 21616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -6302663.500000 Penalty: 5335.507812
	Iteration 1F: 3 clusters Score -6302664 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -6303205.500000 Penalty: 5335.507812
	Iteration 2Q: 3 clusters Score -6303206 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -6303749.000000 Penalty: 5335.507812
	Iteration 3Q: 3 clusters Score -6303749 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -6304456.500000 Penalty: 5335.507812
	Iteration 4Q: 3 clusters Score -6304456 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -6305612.500000 Penalty: 5335.507812
	Iteration 5Q: 3 clusters Score -6305612 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -6307412.500000 Penalty: 5335.507812
	Iteration 6F: 3 clusters Score -6307412 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -6310115.000000 Penalty: 5335.507812
	Iteration 7F: 3 clusters Score -6310115 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6313416.000000 Penalty: 5335.507812
	Iteration 8F: 3 clusters Score -6313416 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6316408.500000 Penalty: 5335.507812
	Iteration 9F: 3 clusters Score -6316408 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6318307.500000 Penalty: 5335.507812
	Iteration 10Q: 3 clusters Score -6318308 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6319284.500000 Penalty: 5335.507812
	Iteration 11Q: 3 clusters Score -6319284 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6319741.500000 Penalty: 5335.507812
	Iteration 12Q: 3 clusters Score -6319742 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6319950.000000 Penalty: 5335.507812
	Iteration 13Q: 3 clusters Score -6319950 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6320073.500000 Penalty: 5335.507812
	Iteration 14Q: 3 clusters Score -6320074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6320142.500000 Penalty: 5335.507812
	Iteration 15Q: 3 clusters Score -6320142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6320174.000000 Penalty: 5335.507812
	Iteration 16Q: 3 clusters Score -6320174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6320198.500000 Penalty: 5335.507812
	Iteration 17Q: 3 clusters Score -6320198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6320227.000000 Penalty: 5335.507812
	Iteration 18Q: 3 clusters Score -6320227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6320247.000000 Penalty: 5335.507812
	Iteration 19Q: 3 clusters Score -6320247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6320263.500000 Penalty: 5335.507812
	Iteration 20F: 3 clusters Score -6320264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6320265.000000 Penalty: 5335.507812
	Iteration 21Q: 3 clusters Score -6320265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6320276.000000 Penalty: 5335.507812
	Iteration 22Q: 3 clusters Score -6320276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6320272.500000 Penalty: 5335.507812
	Iteration 23Q: 3 clusters Score -6320272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6320273.000000 Penalty: 5335.507812
	Iteration 24Q: 3 clusters Score -6320273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6320270.000000 Penalty: 5335.507812
	Iteration 25Q: 3 clusters Score -6320270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6320287.500000 Penalty: 5335.507812
	Iteration 26Q: 3 clusters Score -6320288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6320298.000000 Penalty: 5335.507812
	Iteration 27Q: 3 clusters Score -6320298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6320297.000000 Penalty: 5335.507812
	Iteration 28Q: 3 clusters Score -6320297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6320304.000000 Penalty: 5335.507812
	Iteration 29Q: 3 clusters Score -6320304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6320294.500000 Penalty: 5335.507812
	Iteration 30Q: 3 clusters Score -6320294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6320294.500000 Penalty: 5335.507812
	Iteration 31Q: 3 clusters Score -6320294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6320299.500000 Penalty: 5335.507812
	Iteration 32Q: 3 clusters Score -6320300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6320296.000000 Penalty: 5335.507812
	Iteration 33Q: 3 clusters Score -6320296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6320299.000000 Penalty: 5335.507812
	Iteration 34Q: 3 clusters Score -6320299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6320297.500000 Penalty: 5335.507812
	Iteration 35Q: 3 clusters Score -6320298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6320307.000000 Penalty: 5335.507812
	Iteration 36Q: 3 clusters Score -6320307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6320309.500000 Penalty: 5335.507812
	Iteration 37Q: 3 clusters Score -6320310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6320311.500000 Penalty: 5335.507812
	Iteration 38Q: 3 clusters Score -6320312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6320307.000000 Penalty: 5335.507812
	Iteration 39Q: 3 clusters Score -6320307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6320314.000000 Penalty: 5335.507812
	Iteration 40F: 3 clusters Score -6320314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6320317.000000 Penalty: 5335.507812
	Iteration 41Q: 3 clusters Score -6320317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6320313.500000 Penalty: 5335.507812
	Iteration 42Q: 3 clusters Score -6320314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6320315.000000 Penalty: 5335.507812
	Iteration 43Q: 3 clusters Score -6320315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6320318.000000 Penalty: 5335.507812
	Iteration 44Q: 3 clusters Score -6320318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6320313.500000 Penalty: 5335.507812
	Iteration 45Q: 3 clusters Score -6320314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6320316.500000 Penalty: 5335.507812
	Iteration 46Q: 3 clusters Score -6320316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6320322.000000 Penalty: 5335.507812
	Iteration 47Q: 3 clusters Score -6320322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6320327.500000 Penalty: 5335.507812
	Iteration 48Q: 3 clusters Score -6320328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6320330.000000 Penalty: 5335.507812
	Iteration 49Q: 3 clusters Score -6320330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6320328.500000 Penalty: 5335.507812
	Iteration 50Q: 3 clusters Score -6320328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6320328.000000 Penalty: 5335.507812
	Iteration 51Q: 3 clusters Score -6320328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6320327.000000 Penalty: 5335.507812
	Iteration 52Q: 3 clusters Score -6320327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6320325.500000 Penalty: 5335.507812
	Iteration 53Q: 3 clusters Score -6320326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6320331.000000 Penalty: 5335.507812
	Iteration 54Q: 3 clusters Score -6320331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6320327.500000 Penalty: 5335.507812
	Iteration 55Q: 3 clusters Score -6320328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6320327.500000 Penalty: 5335.507812
	Iteration 56F: 3 clusters Score -6320328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112358 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68335 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99372 members 
Mstep: Class 16 contains 186173 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176615 members 
Mstep: Class 19 contains 46961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251680.000000 Penalty: 65258.660156
Iteration 199Q: 20 clusters Score -1.352517e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 178871 members 
Mstep: Class 6 contains 112353 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45046 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68331 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99371 members 
Mstep: Class 16 contains 186174 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 176619 members 
Mstep: Class 19 contains 46961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 200F: 20 clusters Score -1.352516e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 178869 members 
Mstep: Class 6 contains 112353 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 45046 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68321 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99370 members 
Mstep: Class 16 contains 186176 members 
Mstep: Class 17 contains 31415 members 
Mstep: Class 18 contains 176625 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251616.000000 Penalty: 65258.660156
Iteration 201Q: 20 clusters Score -1.352516e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 178874 members 
Mstep: Class 6 contains 112352 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 45047 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68315 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99369 members 
Mstep: Class 16 contains 186174 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 18 contains 176631 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 202Q: 20 clusters Score -1.352516e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112349 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45047 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68310 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99370 members 
Mstep: Class 16 contains 186175 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 18 contains 176639 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251584.000000 Penalty: 65258.660156
Iteration 203Q: 20 clusters Score -1.352516e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112345 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45047 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68300 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99374 members 
Mstep: Class 16 contains 186181 members 
Mstep: Class 17 contains 31415 members 
Mstep: Class 18 contains 176641 members 
Mstep: Class 19 contains 46964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251520.000000 Penalty: 65258.660156
Iteration 204Q: 20 clusters Score -1.352515e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112343 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45050 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68292 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99379 members 
Mstep: Class 16 contains 186183 members 
Mstep: Class 17 contains 31415 members 
Mstep: Class 18 contains 176640 members 
Mstep: Class 19 contains 46965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251600.000000 Penalty: 65258.660156
Iteration 205Q: 20 clusters Score -1.352516e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178874 members 
Mstep: Class 6 contains 112339 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45053 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68281 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99381 members 
Mstep: Class 16 contains 186188 members 
Mstep: Class 17 contains 31415 members 
Mstep: Class 18 contains 176642 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 206Q: 20 clusters Score -1.352516e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178876 members 
Mstep: Class 6 contains 112336 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45057 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68273 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99382 members 
Mstep: Class 16 contains 186189 members 
Mstep: Class 17 contains 31417 members 
Mstep: Class 18 contains 176645 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251520.000000 Penalty: 65258.660156
Iteration 207Q: 20 clusters Score -1.352515e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178875 members 
Mstep: Class 6 contains 112332 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45055 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68265 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99383 members 
Mstep: Class 16 contains 186201 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 176650 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251536.000000 Penalty: 65258.660156
Iteration 208Q: 20 clusters Score -1.352515e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178873 members 
Mstep: Class 6 contains 112325 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45057 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68259 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99382 members 
Mstep: Class 16 contains 186209 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 176656 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251536.000000 Penalty: 65258.660156
Iteration 209Q: 20 clusters Score -1.352515e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112316 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45059 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68250 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99384 members 
Mstep: Class 16 contains 186221 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 176662 members 
Mstep: Class 19 contains 46966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251456.000000 Penalty: 65258.660156
Iteration 210Q: 20 clusters Score -1.352515e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178866 members 
Mstep: Class 6 contains 112314 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45061 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68241 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99384 members 
Mstep: Class 16 contains 186227 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 18 contains 176669 members 
Mstep: Class 19 contains 46965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251600.000000 Penalty: 65258.660156
Iteration 211Q: 20 clusters Score -1.352516e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178870 members 
Mstep: Class 6 contains 112310 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45061 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68228 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99385 members 
Mstep: Class 16 contains 186235 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176676 members 
Mstep: Class 19 contains 46963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251600.000000 Penalty: 65258.660156
Iteration 212Q: 20 clusters Score -1.352516e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178867 members 
Mstep: Class 6 contains 112304 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45057 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68224 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99386 members 
Mstep: Class 16 contains 186246 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176681 members 
Mstep: Class 19 contains 46963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 213Q: 20 clusters Score -1.352516e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 112294 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45053 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68221 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99389 members 
Mstep: Class 16 contains 186256 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176682 members 
Mstep: Class 19 contains 46962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 214Q: 20 clusters Score -1.352516e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178870 members 
Mstep: Class 6 contains 112291 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45053 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68220 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99388 members 
Mstep: Class 16 contains 186260 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176681 members 
Mstep: Class 19 contains 46960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251616.000000 Penalty: 65258.660156
Iteration 215Q: 20 clusters Score -1.352516e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178872 members 
Mstep: Class 6 contains 112280 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45053 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68215 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99390 members 
Mstep: Class 16 contains 186268 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176684 members 
Mstep: Class 19 contains 46957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251600.000000 Penalty: 65258.660156
Iteration 216Q: 20 clusters Score -1.352516e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18908 members 
Mstep: Class 5 contains 178867 members 
Mstep: Class 6 contains 112270 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45054 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68209 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99389 members 
Mstep: Class 16 contains 186277 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 176695 members 
Mstep: Class 19 contains 46956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251568.000000 Penalty: 65258.660156
Iteration 217Q: 20 clusters Score -1.352516e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18909 members 
Mstep: Class 5 contains 178864 members 
Mstep: Class 6 contains 112269 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45054 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68205 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99392 members 
Mstep: Class 16 contains 186282 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 176701 members 
Mstep: Class 19 contains 46949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251648.000000 Penalty: 65258.660156
Iteration 218Q: 20 clusters Score -1.352516e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18908 members 
Mstep: Class 5 contains 178859 members 
Mstep: Class 6 contains 112264 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45054 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68201 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99397 members 
Mstep: Class 16 contains 186291 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 176705 members 
Mstep: Class 19 contains 46945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251552.000000 Penalty: 65258.660156
Iteration 219Q: 20 clusters Score -1.352516e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18908 members 
Mstep: Class 5 contains 178854 members 
Mstep: Class 6 contains 112261 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45058 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68198 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99397 members 
Mstep: Class 16 contains 186305 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176702 members 
Mstep: Class 19 contains 46942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 220F: 20 clusters Score -1.352517e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178848 members 
Mstep: Class 6 contains 112252 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45060 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68192 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99402 members 
Mstep: Class 16 contains 186321 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176705 members 
Mstep: Class 19 contains 46940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251728.000000 Penalty: 65258.660156
Iteration 221Q: 20 clusters Score -1.352517e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178846 members 
Mstep: Class 6 contains 112243 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45067 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68186 members 
Mstep: Class 12 contains 999 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99407 members 
Mstep: Class 16 contains 186325 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176705 members 
Mstep: Class 19 contains 46940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 222Q: 20 clusters Score -1.352517e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178843 members 
Mstep: Class 6 contains 112241 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68180 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99413 members 
Mstep: Class 16 contains 186330 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176701 members 
Mstep: Class 19 contains 46939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 223Q: 20 clusters Score -1.352517e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178836 members 
Mstep: Class 6 contains 112234 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 45076 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68171 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99417 members 
Mstep: Class 16 contains 186346 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176698 members 
Mstep: Class 19 contains 46938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251744.000000 Penalty: 65258.660156
Iteration 224Q: 20 clusters Score -1.352517e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178830 members 
Mstep: Class 6 contains 112229 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 45079 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68165 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99423 members 
Mstep: Class 16 contains 186349 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176703 members 
Mstep: Class 19 contains 46937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251760.000000 Penalty: 65258.660156
Iteration 225Q: 20 clusters Score -1.352518e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178826 members 
Mstep: Class 6 contains 112226 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 45084 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68157 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99424 members 
Mstep: Class 16 contains 186360 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176707 members 
Mstep: Class 19 contains 46934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251712.000000 Penalty: 65258.660156
Iteration 226Q: 20 clusters Score -1.352517e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 178825 members 
Mstep: Class 6 contains 112218 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 45085 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68150 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99426 members 
Mstep: Class 16 contains 186372 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176706 members 
Mstep: Class 19 contains 46935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 227Q: 20 clusters Score -1.352516e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178829 members 
Mstep: Class 6 contains 112206 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45086 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68147 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 99428 members 
Mstep: Class 16 contains 186378 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 176707 members 
Mstep: Class 19 contains 46936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 228Q: 20 clusters Score -1.352517e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18908 members 
Mstep: Class 5 contains 178824 members 
Mstep: Class 6 contains 112198 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45088 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68142 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99426 members 
Mstep: Class 16 contains 186390 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 176712 members 
Mstep: Class 19 contains 46936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251760.000000 Penalty: 65258.660156
Iteration 229Q: 20 clusters Score -1.352518e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 178824 members 
Mstep: Class 6 contains 112188 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45090 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68134 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99428 members 
Mstep: Class 16 contains 186400 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176718 members 
Mstep: Class 19 contains 46936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 230Q: 20 clusters Score -1.352517e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178824 members 
Mstep: Class 6 contains 112190 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45092 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68127 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99429 members 
Mstep: Class 16 contains 186399 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 176726 members 
Mstep: Class 19 contains 46936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251760.000000 Penalty: 65258.660156
Iteration 231Q: 20 clusters Score -1.352518e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 178824 members 
Mstep: Class 6 contains 112179 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45094 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68123 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99430 members 
Mstep: Class 16 contains 186402 members 
Mstep: Class 17 contains 31408 members 
Mstep: Class 18 contains 176738 members 
Mstep: Class 19 contains 46935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251664.000000 Penalty: 65258.660156
Iteration 232Q: 20 clusters Score -1.352517e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 178824 members 
Mstep: Class 6 contains 112172 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68117 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99434 members 
Mstep: Class 16 contains 186405 members 
Mstep: Class 17 contains 31406 members 
Mstep: Class 18 contains 176743 members 
Mstep: Class 19 contains 46934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251664.000000 Penalty: 65258.660156
Iteration 233Q: 20 clusters Score -1.352517e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 178825 members 
Mstep: Class 6 contains 112162 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68114 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99436 members 
Mstep: Class 16 contains 186413 members 
Mstep: Class 17 contains 31404 members 
Mstep: Class 18 contains 176745 members 
Mstep: Class 19 contains 46933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251728.000000 Penalty: 65258.660156
Iteration 234Q: 20 clusters Score -1.352517e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178821 members 
Mstep: Class 6 contains 112154 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68112 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99437 members 
Mstep: Class 16 contains 186422 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 176746 members 
Mstep: Class 19 contains 46934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251696.000000 Penalty: 65258.660156
Iteration 235Q: 20 clusters Score -1.352517e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178818 members 
Mstep: Class 6 contains 112147 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68110 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99440 members 
Mstep: Class 16 contains 186430 members 
Mstep: Class 17 contains 31402 members 
Mstep: Class 18 contains 176742 members 
Mstep: Class 19 contains 46935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251632.000000 Penalty: 65258.660156
Iteration 236Q: 20 clusters Score -1.352516e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178812 members 
Mstep: Class 6 contains 112139 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68109 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99441 members 
Mstep: Class 16 contains 186447 members 
Mstep: Class 17 contains 31400 members 
Mstep: Class 18 contains 176741 members 
Mstep: Class 19 contains 46935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251712.000000 Penalty: 65258.660156
Iteration 237Q: 20 clusters Score -1.352517e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178810 members 
Mstep: Class 6 contains 112133 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68106 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99444 members 
Mstep: Class 16 contains 186457 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 176743 members 
Mstep: Class 19 contains 46934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251728.000000 Penalty: 65258.660156
Iteration 238Q: 20 clusters Score -1.352517e+08 nChanged 23
Entering ConstructFrom: 
Score: -135251728.000000 Penalty: 65258.660156
Entering ConstructFrom: 
Trying to split cluster 1 (55886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Entering Unmasked Estep 
Score: -7243943.000000 Penalty: 2710.905273
	Iteration 0F: 2 clusters Score -7243943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -7206196.000000 Penalty: 5421.810547
	Iteration 0F: 3 clusters Score -7206196 nChanged 26122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -7220593.500000 Penalty: 5421.810547
	Iteration 1F: 3 clusters Score -7220594 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -7221124.500000 Penalty: 5421.810547
	Iteration 2Q: 3 clusters Score -7221124 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -7221636.500000 Penalty: 5421.810547
	Iteration 3Q: 3 clusters Score -7221636 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -7222156.000000 Penalty: 5421.810547
	Iteration 4Q: 3 clusters Score -7222156 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -7222717.500000 Penalty: 5421.810547
	Iteration 5Q: 3 clusters Score -7222718 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7223595.500000 Penalty: 5421.810547
	Iteration 6Q: 3 clusters Score -7223596 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7225060.000000 Penalty: 5421.810547
	Iteration 7F: 3 clusters Score -7225060 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -7227384.000000 Penalty: 5421.810547
	Iteration 8F: 3 clusters Score -7227384 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -7230825.000000 Penalty: 5421.810547
	Iteration 9F: 3 clusters Score -7230825 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -7234821.500000 Penalty: 5421.810547
	Iteration 10F: 3 clusters Score -7234822 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7238233.500000 Penalty: 5421.810547
	Iteration 11F: 3 clusters Score -7238234 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7240246.500000 Penalty: 5421.810547
	Iteration 12Q: 3 clusters Score -7240246 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7241016.500000 Penalty: 5421.810547
	Iteration 13Q: 3 clusters Score -7241016 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7241337.500000 Penalty: 5421.810547
	Iteration 14Q: 3 clusters Score -7241338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7241486.000000 Penalty: 5421.810547
	Iteration 15Q: 3 clusters Score -7241486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7241555.000000 Penalty: 5421.810547
	Iteration 16Q: 3 clusters Score -7241555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7241596.500000 Penalty: 5421.810547
	Iteration 17Q: 3 clusters Score -7241596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7241604.500000 Penalty: 5421.810547
	Iteration 18Q: 3 clusters Score -7241604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7241614.500000 Penalty: 5421.810547
	Iteration 19Q: 3 clusters Score -7241614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7241629.000000 Penalty: 5421.810547
	Iteration 20F: 3 clusters Score -7241629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7241637.500000 Penalty: 5421.810547
	Iteration 21Q: 3 clusters Score -7241638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7241638.500000 Penalty: 5421.810547
	Iteration 22Q: 3 clusters Score -7241638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7241638.500000 Penalty: 5421.810547
	Iteration 23F: 3 clusters Score -7241638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -136256.390625 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -136256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134280.609375 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -134280.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134765.109375 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -134765.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135221.390625 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -135221.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136020.312500 Penalty: 3497.720459
	Iteration 3F: 3 clusters Score -136020.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -136659.703125 Penalty: 3497.720459
	Iteration 4F: 3 clusters Score -136659.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -137360.953125 Penalty: 3497.720459
	Iteration 5F: 3 clusters Score -137361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137875.000000 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -137875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -138031.718750 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -138031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -138177.218750 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -138177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -138263.468750 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -138263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -138272.156250 Penalty: 3497.720459
	Iteration 10Q: 3 clusters Score -138272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -138272.156250 Penalty: 3497.720459
	Iteration 11F: 3 clusters Score -138272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 178809 members 
Mstep: Class 6 contains 112128 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68104 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99445 members 
Mstep: Class 16 contains 186463 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 176745 members 
Mstep: Class 19 contains 46933 members 
Mstep: Class 20 contains 872 members 
Entering Unmasked Estep 
Score: -135251984.000000 Penalty: 68693.328125
Splitting cluster 2 changes total score from -135251728.000000 to -135251984.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -584455.375000 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -584455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -580242.312500 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -580242.3 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -581353.437500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -581353.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -581676.937500 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -581676.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -581894.187500 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -581894.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -582066.687500 Penalty: 4182.199219
	Iteration 4F: 3 clusters Score -582066.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -582193.062500 Penalty: 4182.199219
	Iteration 5Q: 3 clusters Score -582193.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -582305.500000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -582305.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -582410.500000 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -582410.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -582500.937500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -582500.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -582570.437500 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -582570.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -582632.625000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -582632.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -582692.375000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -582692.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -582751.375000 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -582751.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -582787.312500 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -582787.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -582816.875000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -582816.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -582838.312500 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -582838.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -582863.687500 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -582863.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -582884.625000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -582884.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -582900.500000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -582900.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -582919.562500 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -582919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -582939.062500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -582939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -582950.312500 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -582950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -582962.000000 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -582962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -582972.500000 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -582972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -582981.687500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -582981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -582984.750000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -582984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -582989.500000 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -582989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -582992.125000 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -582992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -582996.500000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -582996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -582999.750000 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -582999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -582999.062500 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -582999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -582999.500000 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -582999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -583000.187500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -583000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -583002.875000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -583002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -583001.687500 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -583001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -583004.250000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -583004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -583005.000000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -583005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -583005.000000 Penalty: 4182.199219
	Iteration 37F: 3 clusters Score -583005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Entering Unmasked Estep 
Score: -2412944.000000 Penalty: 2442.101074
	Iteration 0F: 2 clusters Score -2412944 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 9518 members 
Entering Unmasked Estep 
Score: -2399510.500000 Penalty: 4884.202148
	Iteration 0F: 3 clusters Score -2399510 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2403867.500000 Penalty: 4884.202148
	Iteration 1F: 3 clusters Score -2403868 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2404454.250000 Penalty: 4884.202148
	Iteration 2F: 3 clusters Score -2404454 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2405152.000000 Penalty: 4884.202148
	Iteration 3F: 3 clusters Score -2405152 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2405883.250000 Penalty: 4884.202148
	Iteration 4F: 3 clusters Score -2405883 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2406651.250000 Penalty: 4884.202148
	Iteration 5F: 3 clusters Score -2406651 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2407423.750000 Penalty: 4884.202148
	Iteration 6F: 3 clusters Score -2407424 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2408174.750000 Penalty: 4884.202148
	Iteration 7F: 3 clusters Score -2408175 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2408836.250000 Penalty: 4884.202148
	Iteration 8F: 3 clusters Score -2408836 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2409362.000000 Penalty: 4884.202148
	Iteration 9Q: 3 clusters Score -2409362 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2409760.500000 Penalty: 4884.202148
	Iteration 10Q: 3 clusters Score -2409760 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2410078.750000 Penalty: 4884.202148
	Iteration 11Q: 3 clusters Score -2410079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2410362.250000 Penalty: 4884.202148
	Iteration 12Q: 3 clusters Score -2410362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2410604.000000 Penalty: 4884.202148
	Iteration 13Q: 3 clusters Score -2410604 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2410831.000000 Penalty: 4884.202148
	Iteration 14Q: 3 clusters Score -2410831 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2411002.500000 Penalty: 4884.202148
	Iteration 15Q: 3 clusters Score -2411002 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2411136.250000 Penalty: 4884.202148
	Iteration 16Q: 3 clusters Score -2411136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2411240.750000 Penalty: 4884.202148
	Iteration 17Q: 3 clusters Score -2411241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2411315.500000 Penalty: 4884.202148
	Iteration 18Q: 3 clusters Score -2411316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2411369.250000 Penalty: 4884.202148
	Iteration 19Q: 3 clusters Score -2411369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2411409.750000 Penalty: 4884.202148
	Iteration 20F: 3 clusters Score -2411410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2411437.500000 Penalty: 4884.202148
	Iteration 21Q: 3 clusters Score -2411438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2411450.750000 Penalty: 4884.202148
	Iteration 22Q: 3 clusters Score -2411451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2411457.500000 Penalty: 4884.202148
	Iteration 23Q: 3 clusters Score -2411458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2411470.250000 Penalty: 4884.202148
	Iteration 24Q: 3 clusters Score -2411470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2411476.000000 Penalty: 4884.202148
	Iteration 25Q: 3 clusters Score -2411476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2411476.750000 Penalty: 4884.202148
	Iteration 26Q: 3 clusters Score -2411477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2411477.250000 Penalty: 4884.202148
	Iteration 27Q: 3 clusters Score -2411477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2411477.250000 Penalty: 4884.202148
	Iteration 28F: 3 clusters Score -2411477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Entering Unmasked Estep 
Score: -23825700.000000 Penalty: 2999.330078
	Iteration 0F: 2 clusters Score -2.38257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -23716968.000000 Penalty: 5998.660156
	Iteration 0F: 3 clusters Score -2.371697e+07 nChanged 86110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -23767934.000000 Penalty: 5998.660156
	Iteration 1F: 3 clusters Score -2.376793e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -23769006.000000 Penalty: 5998.660156
	Iteration 2Q: 3 clusters Score -2.376901e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -23770438.000000 Penalty: 5998.660156
	Iteration 3Q: 3 clusters Score -2.377044e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -23772170.000000 Penalty: 5998.660156
	Iteration 4Q: 3 clusters Score -2.377217e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -23774416.000000 Penalty: 5998.660156
	Iteration 5Q: 3 clusters Score -2.377442e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -23777670.000000 Penalty: 5998.660156
	Iteration 6Q: 3 clusters Score -2.377767e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85103 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -23782814.000000 Penalty: 5998.660156
	Iteration 7F: 3 clusters Score -2.378281e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -23790286.000000 Penalty: 5998.660156
	Iteration 8F: 3 clusters Score -2.379029e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -23799404.000000 Penalty: 5998.660156
	Iteration 9F: 3 clusters Score -2.37994e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -23806120.000000 Penalty: 5998.660156
	Iteration 10F: 3 clusters Score -2.380612e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -23809288.000000 Penalty: 5998.660156
	Iteration 11Q: 3 clusters Score -2.380929e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -23810764.000000 Penalty: 5998.660156
	Iteration 12Q: 3 clusters Score -2.381076e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -23811506.000000 Penalty: 5998.660156
	Iteration 13Q: 3 clusters Score -2.381151e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -23812150.000000 Penalty: 5998.660156
	Iteration 14Q: 3 clusters Score -2.381215e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -23812776.000000 Penalty: 5998.660156
	Iteration 15Q: 3 clusters Score -2.381278e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -23813518.000000 Penalty: 5998.660156
	Iteration 16Q: 3 clusters Score -2.381352e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -23814016.000000 Penalty: 5998.660156
	Iteration 17Q: 3 clusters Score -2.381402e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -23814618.000000 Penalty: 5998.660156
	Iteration 18Q: 3 clusters Score -2.381462e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -23815112.000000 Penalty: 5998.660156
	Iteration 19Q: 3 clusters Score -2.381511e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -23815556.000000 Penalty: 5998.660156
	Iteration 20F: 3 clusters Score -2.381556e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -23816132.000000 Penalty: 5998.660156
	Iteration 21Q: 3 clusters Score -2.381613e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -23816500.000000 Penalty: 5998.660156
	Iteration 22Q: 3 clusters Score -2.38165e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -23817022.000000 Penalty: 5998.660156
	Iteration 23Q: 3 clusters Score -2.381702e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -23817382.000000 Penalty: 5998.660156
	Iteration 24Q: 3 clusters Score -2.381738e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -23817876.000000 Penalty: 5998.660156
	Iteration 25Q: 3 clusters Score -2.381788e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -23818358.000000 Penalty: 5998.660156
	Iteration 26Q: 3 clusters Score -2.381836e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -23818632.000000 Penalty: 5998.660156
	Iteration 27Q: 3 clusters Score -2.381863e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -23818966.000000 Penalty: 5998.660156
	Iteration 28Q: 3 clusters Score -2.381897e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -23819218.000000 Penalty: 5998.660156
	Iteration 29Q: 3 clusters Score -2.381922e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -23819552.000000 Penalty: 5998.660156
	Iteration 30Q: 3 clusters Score -2.381955e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -23819942.000000 Penalty: 5998.660156
	Iteration 31Q: 3 clusters Score -2.381994e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -23820132.000000 Penalty: 5998.660156
	Iteration 32Q: 3 clusters Score -2.382013e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -23820484.000000 Penalty: 5998.660156
	Iteration 33Q: 3 clusters Score -2.382048e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -23820890.000000 Penalty: 5998.660156
	Iteration 34Q: 3 clusters Score -2.382089e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -23821252.000000 Penalty: 5998.660156
	Iteration 35Q: 3 clusters Score -2.382125e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -23821938.000000 Penalty: 5998.660156
	Iteration 36Q: 3 clusters Score -2.382194e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -23822996.000000 Penalty: 5998.660156
	Iteration 37Q: 3 clusters Score -2.3823e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -23824340.000000 Penalty: 5998.660156
	Iteration 38Q: 3 clusters Score -2.382434e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -23825936.000000 Penalty: 5998.660156
	Iteration 39Q: 3 clusters Score -2.382594e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -23827338.000000 Penalty: 5998.660156
	Iteration 40F: 3 clusters Score -2.382734e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -23828280.000000 Penalty: 5998.660156
	Iteration 41Q: 3 clusters Score -2.382828e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -23828966.000000 Penalty: 5998.660156
	Iteration 42Q: 3 clusters Score -2.382897e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -23829382.000000 Penalty: 5998.660156
	Iteration 43Q: 3 clusters Score -2.382938e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.38296e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.382972e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70988 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.382975e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -23829822.000000 Penalty: 5998.660156
	Iteration 47Q: 3 clusters Score -2.382982e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -23829896.000000 Penalty: 5998.660156
	Iteration 48Q: 3 clusters Score -2.38299e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 109845 members 
Entering Unmasked Estep 
Score: -23829920.000000 Penalty: 5998.660156
	Iteration 49Q: 3 clusters Score -2.382992e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -23829962.000000 Penalty: 5998.660156
	Iteration 50Q: 3 clusters Score -2.382996e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -23829912.000000 Penalty: 5998.660156
	Iteration 51Q: 3 clusters Score -2.382991e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -23829930.000000 Penalty: 5998.660156
	Iteration 52Q: 3 clusters Score -2.382993e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.383007e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.383013e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 112597 members 
Entering Unmasked Estep 
Score: -23830144.000000 Penalty: 5998.660156
	Iteration 55Q: 3 clusters Score -2.383014e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.383013e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -23830142.000000 Penalty: 5998.660156
	Iteration 57Q: 3 clusters Score -2.383014e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 113550 members 
Entering Unmasked Estep 
Score: -23830150.000000 Penalty: 5998.660156
	Iteration 58Q: 3 clusters Score -2.383015e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 113837 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.383014e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -23830160.000000 Penalty: 5998.660156
	Iteration 60F: 3 clusters Score -2.383016e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -23830164.000000 Penalty: 5998.660156
	Iteration 61Q: 3 clusters Score -2.383016e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -23830198.000000 Penalty: 5998.660156
	Iteration 62Q: 3 clusters Score -2.38302e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -23830154.000000 Penalty: 5998.660156
	Iteration 63Q: 3 clusters Score -2.383015e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -23830132.000000 Penalty: 5998.660156
	Iteration 64Q: 3 clusters Score -2.383013e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.383016e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -23830136.000000 Penalty: 5998.660156
	Iteration 66Q: 3 clusters Score -2.383014e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 115493 members 
Entering Unmasked Estep 
Score: -23830126.000000 Penalty: 5998.660156
	Iteration 67Q: 3 clusters Score -2.383013e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -23830152.000000 Penalty: 5998.660156
	Iteration 68Q: 3 clusters Score -2.383015e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.383008e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.383009e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -23830078.000000 Penalty: 5998.660156
	Iteration 71Q: 3 clusters Score -2.383008e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.383007e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.383002e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 116189 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.383002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.383004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.383003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.383003e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.383006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -23830030.000000 Penalty: 5998.660156
	Iteration 79Q: 3 clusters Score -2.383003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -23830042.000000 Penalty: 5998.660156
	Iteration 80F: 3 clusters Score -2.383004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -23830046.000000 Penalty: 5998.660156
	Iteration 81Q: 3 clusters Score -2.383005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -23830044.000000 Penalty: 5998.660156
	Iteration 82Q: 3 clusters Score -2.383004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -23830040.000000 Penalty: 5998.660156
	Iteration 83Q: 3 clusters Score -2.383004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -23830026.000000 Penalty: 5998.660156
	Iteration 84Q: 3 clusters Score -2.383003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -23830018.000000 Penalty: 5998.660156
	Iteration 85Q: 3 clusters Score -2.383002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.383002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 116724 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.383002e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 116752 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.383003e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.383003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.383003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -23829994.000000 Penalty: 5998.660156
	Iteration 91Q: 3 clusters Score -2.382999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.382999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -23829970.000000 Penalty: 5998.660156
	Iteration 93Q: 3 clusters Score -2.382997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -23829980.000000 Penalty: 5998.660156
	Iteration 94Q: 3 clusters Score -2.382998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.382998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -23829982.000000 Penalty: 5998.660156
	Iteration 96Q: 3 clusters Score -2.382998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -23829986.000000 Penalty: 5998.660156
	Iteration 97Q: 3 clusters Score -2.382999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.382997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -23829972.000000 Penalty: 5998.660156
	Iteration 99Q: 3 clusters Score -2.382997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -23829968.000000 Penalty: 5998.660156
	Iteration 100F: 3 clusters Score -2.382997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 117013 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.382997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.382998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.382997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 117033 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.382998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -23829960.000000 Penalty: 5998.660156
	Iteration 105Q: 3 clusters Score -2.382996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -23829948.000000 Penalty: 5998.660156
	Iteration 106Q: 3 clusters Score -2.382995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -23829944.000000 Penalty: 5998.660156
	Iteration 107Q: 3 clusters Score -2.382994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 117071 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.382994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 117083 members 
Entering Unmasked Estep 
Score: -23829958.000000 Penalty: 5998.660156
	Iteration 109Q: 3 clusters Score -2.382996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.382997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -23829978.000000 Penalty: 5998.660156
	Iteration 111Q: 3 clusters Score -2.382998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -23829998.000000 Penalty: 5998.660156
	Iteration 112Q: 3 clusters Score -2.383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 117141 members 
Entering Unmasked Estep 
Score: -23829990.000000 Penalty: 5998.660156
	Iteration 113Q: 3 clusters Score -2.382999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 117160 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.382997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.382997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.382998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -23829962.000000 Penalty: 5998.660156
	Iteration 118Q: 3 clusters Score -2.382996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -23829956.000000 Penalty: 5998.660156
	Iteration 119Q: 3 clusters Score -2.382996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -23829966.000000 Penalty: 5998.660156
	Iteration 120F: 3 clusters Score -2.382997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -23829970.000000 Penalty: 5998.660156
	Iteration 121Q: 3 clusters Score -2.382997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -23829968.000000 Penalty: 5998.660156
	Iteration 122Q: 3 clusters Score -2.382997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.382999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -23829996.000000 Penalty: 5998.660156
	Iteration 124Q: 3 clusters Score -2.383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -23829998.000000 Penalty: 5998.660156
	Iteration 125Q: 3 clusters Score -2.383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -23829996.000000 Penalty: 5998.660156
	Iteration 126Q: 3 clusters Score -2.383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -23829998.000000 Penalty: 5998.660156
	Iteration 127Q: 3 clusters Score -2.383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -23829984.000000 Penalty: 5998.660156
	Iteration 128Q: 3 clusters Score -2.382998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -23829984.000000 Penalty: 5998.660156
	Iteration 129Q: 3 clusters Score -2.382998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -23829978.000000 Penalty: 5998.660156
	Iteration 130Q: 3 clusters Score -2.382998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -23829974.000000 Penalty: 5998.660156
	Iteration 131Q: 3 clusters Score -2.382997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -23829978.000000 Penalty: 5998.660156
	Iteration 132Q: 3 clusters Score -2.382998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -23829976.000000 Penalty: 5998.660156
	Iteration 133Q: 3 clusters Score -2.382998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 117430 members 
Entering Unmasked Estep 
Score: -23829984.000000 Penalty: 5998.660156
	Iteration 134Q: 3 clusters Score -2.382998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -23829978.000000 Penalty: 5998.660156
	Iteration 135Q: 3 clusters Score -2.382998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 5998.660156
	Iteration 136Q: 3 clusters Score -2.382995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -23829956.000000 Penalty: 5998.660156
	Iteration 137Q: 3 clusters Score -2.382996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 117461 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 5998.660156
	Iteration 138Q: 3 clusters Score -2.382995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 5998.660156
	Iteration 139Q: 3 clusters Score -2.382995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 5998.660156
	Iteration 140F: 3 clusters Score -2.382995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -23829954.000000 Penalty: 5998.660156
	Iteration 141Q: 3 clusters Score -2.382995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 117473 members 
Entering Unmasked Estep 
Score: -23829956.000000 Penalty: 5998.660156
	Iteration 142Q: 3 clusters Score -2.382996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 117478 members 
Entering Unmasked Estep 
Score: -23829944.000000 Penalty: 5998.660156
	Iteration 143Q: 3 clusters Score -2.382994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -23829950.000000 Penalty: 5998.660156
	Iteration 144Q: 3 clusters Score -2.382995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 117485 members 
Entering Unmasked Estep 
Score: -23829948.000000 Penalty: 5998.660156
	Iteration 145Q: 3 clusters Score -2.382995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -23829946.000000 Penalty: 5998.660156
	Iteration 146Q: 3 clusters Score -2.382995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -23829948.000000 Penalty: 5998.660156
	Iteration 147Q: 3 clusters Score -2.382995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -23829942.000000 Penalty: 5998.660156
	Iteration 148Q: 3 clusters Score -2.382994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 117489 members 
Entering Unmasked Estep 
Score: -23829942.000000 Penalty: 5998.660156
	Iteration 149F: 3 clusters Score -2.382994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 61320 members 
Mstep: Class 6 contains 112128 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68104 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99445 members 
Mstep: Class 16 contains 186463 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 176745 members 
Mstep: Class 19 contains 46933 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 117489 members 
Entering Unmasked Estep 
Score: -135256496.000000 Penalty: 72127.992188
Splitting cluster 5 changes total score from -135251728.000000 to -135256496.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (112128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Entering Unmasked Estep 
Score: -14995064.000000 Penalty: 2883.594238
	Iteration 0F: 2 clusters Score -1.499506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -14920576.000000 Penalty: 5767.188477
	Iteration 0F: 3 clusters Score -1.492058e+07 nChanged 52974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -14950748.000000 Penalty: 5767.188477
	Iteration 1F: 3 clusters Score -1.495075e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -14951219.000000 Penalty: 5767.188477
	Iteration 2Q: 3 clusters Score -1.495122e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -14951817.000000 Penalty: 5767.188477
	Iteration 3Q: 3 clusters Score -1.495182e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -14952457.000000 Penalty: 5767.188477
	Iteration 4Q: 3 clusters Score -1.495246e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -14953186.000000 Penalty: 5767.188477
	Iteration 5Q: 3 clusters Score -1.495319e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -14953968.000000 Penalty: 5767.188477
	Iteration 6Q: 3 clusters Score -1.495397e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -14955048.000000 Penalty: 5767.188477
	Iteration 7Q: 3 clusters Score -1.495505e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -14956771.000000 Penalty: 5767.188477
	Iteration 8Q: 3 clusters Score -1.495677e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -14959489.000000 Penalty: 5767.188477
	Iteration 9Q: 3 clusters Score -1.495949e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -14964078.000000 Penalty: 5767.188477
	Iteration 10F: 3 clusters Score -1.496408e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -14970300.000000 Penalty: 5767.188477
	Iteration 11F: 3 clusters Score -1.49703e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -14975733.000000 Penalty: 5767.188477
	Iteration 12F: 3 clusters Score -1.497573e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -14978617.000000 Penalty: 5767.188477
	Iteration 13Q: 3 clusters Score -1.497862e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -14980074.000000 Penalty: 5767.188477
	Iteration 14Q: 3 clusters Score -1.498007e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -14981302.000000 Penalty: 5767.188477
	Iteration 15Q: 3 clusters Score -1.49813e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -14982525.000000 Penalty: 5767.188477
	Iteration 16Q: 3 clusters Score -1.498252e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -14983602.000000 Penalty: 5767.188477
	Iteration 17Q: 3 clusters Score -1.49836e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -14984699.000000 Penalty: 5767.188477
	Iteration 18Q: 3 clusters Score -1.49847e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -14985706.000000 Penalty: 5767.188477
	Iteration 19Q: 3 clusters Score -1.498571e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -14986594.000000 Penalty: 5767.188477
	Iteration 20F: 3 clusters Score -1.498659e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -14987509.000000 Penalty: 5767.188477
	Iteration 21Q: 3 clusters Score -1.498751e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -14988254.000000 Penalty: 5767.188477
	Iteration 22Q: 3 clusters Score -1.498825e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -14988980.000000 Penalty: 5767.188477
	Iteration 23Q: 3 clusters Score -1.498898e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -14989577.000000 Penalty: 5767.188477
	Iteration 24Q: 3 clusters Score -1.498958e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -14990068.000000 Penalty: 5767.188477
	Iteration 25Q: 3 clusters Score -1.499007e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -14990457.000000 Penalty: 5767.188477
	Iteration 26Q: 3 clusters Score -1.499046e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -14990840.000000 Penalty: 5767.188477
	Iteration 27Q: 3 clusters Score -1.499084e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -14991181.000000 Penalty: 5767.188477
	Iteration 28Q: 3 clusters Score -1.499118e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -14991458.000000 Penalty: 5767.188477
	Iteration 29Q: 3 clusters Score -1.499146e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -14991620.000000 Penalty: 5767.188477
	Iteration 30Q: 3 clusters Score -1.499162e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -14991808.000000 Penalty: 5767.188477
	Iteration 31Q: 3 clusters Score -1.499181e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 108079 members 
Entering Unmasked Estep 
Score: -14991935.000000 Penalty: 5767.188477
	Iteration 32Q: 3 clusters Score -1.499194e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -14992071.000000 Penalty: 5767.188477
	Iteration 33Q: 3 clusters Score -1.499207e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -14992134.000000 Penalty: 5767.188477
	Iteration 34Q: 3 clusters Score -1.499213e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -14992176.000000 Penalty: 5767.188477
	Iteration 35Q: 3 clusters Score -1.499218e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -14992266.000000 Penalty: 5767.188477
	Iteration 36Q: 3 clusters Score -1.499227e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -14992311.000000 Penalty: 5767.188477
	Iteration 37Q: 3 clusters Score -1.499231e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14992373.000000 Penalty: 5767.188477
	Iteration 38Q: 3 clusters Score -1.499237e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 109705 members 
Entering Unmasked Estep 
Score: -14992393.000000 Penalty: 5767.188477
	Iteration 39Q: 3 clusters Score -1.499239e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -14992413.000000 Penalty: 5767.188477
	Iteration 40F: 3 clusters Score -1.499241e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -14992442.000000 Penalty: 5767.188477
	Iteration 41Q: 3 clusters Score -1.499244e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -14992477.000000 Penalty: 5767.188477
	Iteration 42Q: 3 clusters Score -1.499248e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -14992522.000000 Penalty: 5767.188477
	Iteration 43Q: 3 clusters Score -1.499252e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -14992553.000000 Penalty: 5767.188477
	Iteration 44Q: 3 clusters Score -1.499255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 110209 members 
Entering Unmasked Estep 
Score: -14992574.000000 Penalty: 5767.188477
	Iteration 45Q: 3 clusters Score -1.499257e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -14992592.000000 Penalty: 5767.188477
	Iteration 46Q: 3 clusters Score -1.499259e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -14992594.000000 Penalty: 5767.188477
	Iteration 47Q: 3 clusters Score -1.499259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -14992619.000000 Penalty: 5767.188477
	Iteration 48Q: 3 clusters Score -1.499262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -14992649.000000 Penalty: 5767.188477
	Iteration 49Q: 3 clusters Score -1.499265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -14992665.000000 Penalty: 5767.188477
	Iteration 50Q: 3 clusters Score -1.499266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -14992670.000000 Penalty: 5767.188477
	Iteration 51Q: 3 clusters Score -1.499267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -14992677.000000 Penalty: 5767.188477
	Iteration 52Q: 3 clusters Score -1.499268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -14992670.000000 Penalty: 5767.188477
	Iteration 53Q: 3 clusters Score -1.499267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -14992665.000000 Penalty: 5767.188477
	Iteration 54Q: 3 clusters Score -1.499266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -14992660.000000 Penalty: 5767.188477
	Iteration 55Q: 3 clusters Score -1.499266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -14992663.000000 Penalty: 5767.188477
	Iteration 56Q: 3 clusters Score -1.499266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -14992678.000000 Penalty: 5767.188477
	Iteration 57Q: 3 clusters Score -1.499268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -14992678.000000 Penalty: 5767.188477
	Iteration 58Q: 3 clusters Score -1.499268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -14992675.000000 Penalty: 5767.188477
	Iteration 59Q: 3 clusters Score -1.499268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -14992682.000000 Penalty: 5767.188477
	Iteration 60F: 3 clusters Score -1.499268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -14992691.000000 Penalty: 5767.188477
	Iteration 61Q: 3 clusters Score -1.499269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -14992687.000000 Penalty: 5767.188477
	Iteration 62Q: 3 clusters Score -1.499269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -14992693.000000 Penalty: 5767.188477
	Iteration 63Q: 3 clusters Score -1.499269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -14992707.000000 Penalty: 5767.188477
	Iteration 64Q: 3 clusters Score -1.499271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -14992709.000000 Penalty: 5767.188477
	Iteration 65Q: 3 clusters Score -1.499271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -14992713.000000 Penalty: 5767.188477
	Iteration 66Q: 3 clusters Score -1.499271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 110600 members 
Entering Unmasked Estep 
Score: -14992718.000000 Penalty: 5767.188477
	Iteration 67Q: 3 clusters Score -1.499272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -14992719.000000 Penalty: 5767.188477
	Iteration 68Q: 3 clusters Score -1.499272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -14992717.000000 Penalty: 5767.188477
	Iteration 69Q: 3 clusters Score -1.499272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -14992709.000000 Penalty: 5767.188477
	Iteration 70Q: 3 clusters Score -1.499271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -14992730.000000 Penalty: 5767.188477
	Iteration 71Q: 3 clusters Score -1.499273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -14992737.000000 Penalty: 5767.188477
	Iteration 72Q: 3 clusters Score -1.499274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -14992725.000000 Penalty: 5767.188477
	Iteration 73Q: 3 clusters Score -1.499272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -14992731.000000 Penalty: 5767.188477
	Iteration 74Q: 3 clusters Score -1.499273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -14992726.000000 Penalty: 5767.188477
	Iteration 75Q: 3 clusters Score -1.499273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -14992730.000000 Penalty: 5767.188477
	Iteration 76Q: 3 clusters Score -1.499273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -14992728.000000 Penalty: 5767.188477
	Iteration 77Q: 3 clusters Score -1.499273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14992729.000000 Penalty: 5767.188477
	Iteration 78Q: 3 clusters Score -1.499273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14992729.000000 Penalty: 5767.188477
	Iteration 79F: 3 clusters Score -1.499273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106981.757812 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -106981.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107400.820312 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107400.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107746.382812 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -107746.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108206.898438 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -108206.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108453.750000 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -108453.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108519.710938 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -108519.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108561.968750 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -108562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108572.585938 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -108572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108586.148438 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -108586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108600.679688 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -108600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108610.148438 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -108610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108618.031250 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -108618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108621.648438 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -108621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108623.921875 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -108623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108624.789062 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -108624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108629.914062 Penalty: 3397.662598
	Iteration 15F: 3 clusters Score -108629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108702.906250 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -108702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108774.507812 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -108774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108788.734375 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -108788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108794.406250 Penalty: 3397.662598
	Iteration 19Q: 3 clusters Score -108794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108796.820312 Penalty: 3397.662598
	Iteration 20F: 3 clusters Score -108796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108797.640625 Penalty: 3397.662598
	Iteration 21Q: 3 clusters Score -108797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108797.640625 Penalty: 3397.662598
	Iteration 22F: 3 clusters Score -108797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -467541.812500 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -467541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -463794.125000 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -463794.1 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -464707.093750 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -464707.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -464990.406250 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -464990.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -465152.906250 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -465152.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -465299.968750 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -465300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -465438.250000 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -465438.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -465578.343750 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -465578.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -465692.968750 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -465693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -465798.687500 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -465798.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -465933.125000 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -465933.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -466064.093750 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -466064.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -466144.937500 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -466144.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -466199.187500 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -466199.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -466236.156250 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -466236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -466262.656250 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -466262.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -466277.750000 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -466277.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -466290.437500 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -466290.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -466304.500000 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -466304.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -466321.687500 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -466321.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -466337.343750 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -466337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -466345.125000 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -466345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -466351.843750 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -466351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -466354.406250 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -466354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -466356.312500 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -466356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -466357.812500 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -466357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -466359.125000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -466359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -466360.875000 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -466360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -466360.312500 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -466360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -466361.281250 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -466361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -466361.343750 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -466361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -466361.343750 Penalty: 4087.492676
	Iteration 30F: 3 clusters Score -466361.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Entering Unmasked Estep 
Score: -6049991.500000 Penalty: 2657.698730
	Iteration 0F: 2 clusters Score -6049992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -6019646.000000 Penalty: 5315.397461
	Iteration 0F: 3 clusters Score -6019646 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6031330.500000 Penalty: 5315.397461
	Iteration 1F: 3 clusters Score -6031330 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -6032333.000000 Penalty: 5315.397461
	Iteration 2F: 3 clusters Score -6032333 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -6033602.500000 Penalty: 5315.397461
	Iteration 3F: 3 clusters Score -6033602 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6035386.500000 Penalty: 5315.397461
	Iteration 4F: 3 clusters Score -6035386 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -6037900.000000 Penalty: 5315.397461
	Iteration 5F: 3 clusters Score -6037900 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -6041024.500000 Penalty: 5315.397461
	Iteration 6F: 3 clusters Score -6041024 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -6043928.500000 Penalty: 5315.397461
	Iteration 7F: 3 clusters Score -6043928 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -6045645.000000 Penalty: 5315.397461
	Iteration 8Q: 3 clusters Score -6045645 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -6046451.500000 Penalty: 5315.397461
	Iteration 9Q: 3 clusters Score -6046452 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -6046851.000000 Penalty: 5315.397461
	Iteration 10Q: 3 clusters Score -6046851 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -6047150.000000 Penalty: 5315.397461
	Iteration 11Q: 3 clusters Score -6047150 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -6047357.000000 Penalty: 5315.397461
	Iteration 12Q: 3 clusters Score -6047357 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -6047499.500000 Penalty: 5315.397461
	Iteration 13Q: 3 clusters Score -6047500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -6047640.000000 Penalty: 5315.397461
	Iteration 14Q: 3 clusters Score -6047640 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6047754.000000 Penalty: 5315.397461
	Iteration 15Q: 3 clusters Score -6047754 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6047833.500000 Penalty: 5315.397461
	Iteration 16Q: 3 clusters Score -6047834 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -6047918.500000 Penalty: 5315.397461
	Iteration 17Q: 3 clusters Score -6047918 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -6048013.000000 Penalty: 5315.397461
	Iteration 18Q: 3 clusters Score -6048013 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -6048074.000000 Penalty: 5315.397461
	Iteration 19Q: 3 clusters Score -6048074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6048118.000000 Penalty: 5315.397461
	Iteration 20F: 3 clusters Score -6048118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6048156.000000 Penalty: 5315.397461
	Iteration 21Q: 3 clusters Score -6048156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -6048195.500000 Penalty: 5315.397461
	Iteration 22Q: 3 clusters Score -6048196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -6048213.000000 Penalty: 5315.397461
	Iteration 23Q: 3 clusters Score -6048213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -6048228.000000 Penalty: 5315.397461
	Iteration 24Q: 3 clusters Score -6048228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -6048257.000000 Penalty: 5315.397461
	Iteration 25Q: 3 clusters Score -6048257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -6048270.500000 Penalty: 5315.397461
	Iteration 26Q: 3 clusters Score -6048270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -6048287.500000 Penalty: 5315.397461
	Iteration 27Q: 3 clusters Score -6048288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -6048301.000000 Penalty: 5315.397461
	Iteration 28Q: 3 clusters Score -6048301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -6048311.500000 Penalty: 5315.397461
	Iteration 29Q: 3 clusters Score -6048312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -6048314.500000 Penalty: 5315.397461
	Iteration 30Q: 3 clusters Score -6048314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -6048333.000000 Penalty: 5315.397461
	Iteration 31Q: 3 clusters Score -6048333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6048337.500000 Penalty: 5315.397461
	Iteration 32Q: 3 clusters Score -6048338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6048339.000000 Penalty: 5315.397461
	Iteration 33Q: 3 clusters Score -6048339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6048350.500000 Penalty: 5315.397461
	Iteration 34Q: 3 clusters Score -6048350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6048348.500000 Penalty: 5315.397461
	Iteration 35Q: 3 clusters Score -6048348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -6048363.500000 Penalty: 5315.397461
	Iteration 36Q: 3 clusters Score -6048364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6048372.000000 Penalty: 5315.397461
	Iteration 37Q: 3 clusters Score -6048372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6048371.000000 Penalty: 5315.397461
	Iteration 38Q: 3 clusters Score -6048371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -6048384.500000 Penalty: 5315.397461
	Iteration 39Q: 3 clusters Score -6048384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6048388.500000 Penalty: 5315.397461
	Iteration 40F: 3 clusters Score -6048388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6048395.000000 Penalty: 5315.397461
	Iteration 41Q: 3 clusters Score -6048395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6048395.000000 Penalty: 5315.397461
	Iteration 42Q: 3 clusters Score -6048395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -6048394.500000 Penalty: 5315.397461
	Iteration 43Q: 3 clusters Score -6048394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -6048389.500000 Penalty: 5315.397461
	Iteration 44Q: 3 clusters Score -6048390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6048384.000000 Penalty: 5315.397461
	Iteration 45Q: 3 clusters Score -6048384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -6048390.500000 Penalty: 5315.397461
	Iteration 46Q: 3 clusters Score -6048390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -6048386.500000 Penalty: 5315.397461
	Iteration 47Q: 3 clusters Score -6048386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -6048395.500000 Penalty: 5315.397461
	Iteration 48Q: 3 clusters Score -6048396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6048391.500000 Penalty: 5315.397461
	Iteration 49Q: 3 clusters Score -6048392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6048399.500000 Penalty: 5315.397461
	Iteration 50Q: 3 clusters Score -6048400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -6048399.500000 Penalty: 5315.397461
	Iteration 51F: 3 clusters Score -6048400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -193569.000000 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -193569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -191286.218750 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -191286.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191667.515625 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -191667.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -191754.875000 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -191754.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -191806.734375 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -191806.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -191823.796875 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -191823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -191835.109375 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -191835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -191848.359375 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -191848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191859.968750 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -191860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191869.984375 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -191870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191882.250000 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -191882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191889.687500 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -191889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191892.578125 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -191892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191893.250000 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -191893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -191893.250000 Penalty: 3618.684570
	Iteration 13F: 3 clusters Score -191893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Entering Unmasked Estep 
Score: -9116145.000000 Penalty: 2759.940186
	Iteration 0F: 2 clusters Score -9116145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -9070400.000000 Penalty: 5519.880371
	Iteration 0F: 3 clusters Score -9070400 nChanged 31851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -9088495.000000 Penalty: 5519.880371
	Iteration 1F: 3 clusters Score -9088495 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -9089248.000000 Penalty: 5519.880371
	Iteration 2Q: 3 clusters Score -9089248 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -9090159.000000 Penalty: 5519.880371
	Iteration 3Q: 3 clusters Score -9090159 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -9091489.000000 Penalty: 5519.880371
	Iteration 4Q: 3 clusters Score -9091489 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9093805.000000 Penalty: 5519.880371
	Iteration 5F: 3 clusters Score -9093805 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -9097405.000000 Penalty: 5519.880371
	Iteration 6F: 3 clusters Score -9097405 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -9102486.000000 Penalty: 5519.880371
	Iteration 7F: 3 clusters Score -9102486 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -9107743.000000 Penalty: 5519.880371
	Iteration 8F: 3 clusters Score -9107743 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -9111249.000000 Penalty: 5519.880371
	Iteration 9F: 3 clusters Score -9111249 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -9112716.000000 Penalty: 5519.880371
	Iteration 10Q: 3 clusters Score -9112716 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -9113300.000000 Penalty: 5519.880371
	Iteration 11Q: 3 clusters Score -9113300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -9113485.000000 Penalty: 5519.880371
	Iteration 12Q: 3 clusters Score -9113485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9113579.000000 Penalty: 5519.880371
	Iteration 13Q: 3 clusters Score -9113579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -9113618.000000 Penalty: 5519.880371
	Iteration 14Q: 3 clusters Score -9113618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -9113633.000000 Penalty: 5519.880371
	Iteration 15Q: 3 clusters Score -9113633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -9113655.000000 Penalty: 5519.880371
	Iteration 16Q: 3 clusters Score -9113655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -9113677.000000 Penalty: 5519.880371
	Iteration 17Q: 3 clusters Score -9113677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -9113698.000000 Penalty: 5519.880371
	Iteration 18Q: 3 clusters Score -9113698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -9113696.000000 Penalty: 5519.880371
	Iteration 19Q: 3 clusters Score -9113696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -9113703.000000 Penalty: 5519.880371
	Iteration 20F: 3 clusters Score -9113703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -9113704.000000 Penalty: 5519.880371
	Iteration 21Q: 3 clusters Score -9113704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -9113705.000000 Penalty: 5519.880371
	Iteration 22Q: 3 clusters Score -9113705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9113709.000000 Penalty: 5519.880371
	Iteration 23Q: 3 clusters Score -9113709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -9113709.000000 Penalty: 5519.880371
	Iteration 24F: 3 clusters Score -9113709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -131822.750000 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -131822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129870.421875 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -129870.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130151.906250 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -130151.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -130210.898438 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -130210.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130241.273438 Penalty: 3426.246582
	Iteration 3Q: 3 clusters Score -130241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -130256.218750 Penalty: 3426.246582
	Iteration 4Q: 3 clusters Score -130256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130268.890625 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -130268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130277.031250 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -130277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130292.148438 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -130292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130296.570312 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -130296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130301.312500 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -130301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130303.195312 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -130303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130304.031250 Penalty: 3426.246582
	Iteration 11Q: 3 clusters Score -130304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130307.156250 Penalty: 3426.246582
	Iteration 12Q: 3 clusters Score -130307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130308.804688 Penalty: 3426.246582
	Iteration 13Q: 3 clusters Score -130308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130310.148438 Penalty: 3426.246582
	Iteration 14Q: 3 clusters Score -130310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130310.148438 Penalty: 3426.246582
	Iteration 15F: 3 clusters Score -130310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -134010.281250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -134010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -132009.187500 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -132009.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132455.984375 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -132456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132761.921875 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -132761.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133280.921875 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -133280.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133493.156250 Penalty: 3481.571045
	Iteration 4F: 3 clusters Score -133493.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133618.203125 Penalty: 3481.571045
	Iteration 5F: 3 clusters Score -133618.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133718.437500 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -133718.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133780.906250 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -133780.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133821.531250 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -133821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133837.265625 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -133837.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133849.437500 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -133849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133858.718750 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -133858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133865.984375 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -133866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133874.781250 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -133874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133878.890625 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -133878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133884.218750 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -133884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133886.046875 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -133886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133889.406250 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -133889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133890.296875 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -133890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133890.296875 Penalty: 3481.571045
	Iteration 19F: 3 clusters Score -133890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -67769.898438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -67769.9 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 272 members 
Entering Unmasked Estep 
Score: -66210.242188 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -66210.24 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66362.437500 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -66362.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66407.078125 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -66407.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66427.476562 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -66427.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66437.703125 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -66437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66449.640625 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -66449.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66450.781250 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -66450.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66450.781250 Penalty: 3123.366211
	Iteration 7F: 3 clusters Score -66450.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Entering Unmasked Estep 
Score: -13316408.000000 Penalty: 2853.825439
	Iteration 0F: 2 clusters Score -1.331641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -13249957.000000 Penalty: 5707.650879
	Iteration 0F: 3 clusters Score -1.324996e+07 nChanged 46990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -13276806.000000 Penalty: 5707.650879
	Iteration 1F: 3 clusters Score -1.327681e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -13277854.000000 Penalty: 5707.650879
	Iteration 2Q: 3 clusters Score -1.327785e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -13279274.000000 Penalty: 5707.650879
	Iteration 3Q: 3 clusters Score -1.327927e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -13281371.000000 Penalty: 5707.650879
	Iteration 4Q: 3 clusters Score -1.328137e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -13285144.000000 Penalty: 5707.650879
	Iteration 5F: 3 clusters Score -1.328514e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -13291181.000000 Penalty: 5707.650879
	Iteration 6F: 3 clusters Score -1.329118e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -13299037.000000 Penalty: 5707.650879
	Iteration 7F: 3 clusters Score -1.329904e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -13306117.000000 Penalty: 5707.650879
	Iteration 8F: 3 clusters Score -1.330612e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -13310433.000000 Penalty: 5707.650879
	Iteration 9Q: 3 clusters Score -1.331043e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -13312369.000000 Penalty: 5707.650879
	Iteration 10Q: 3 clusters Score -1.331237e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -13313210.000000 Penalty: 5707.650879
	Iteration 11Q: 3 clusters Score -1.331321e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -13313558.000000 Penalty: 5707.650879
	Iteration 12Q: 3 clusters Score -1.331356e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -13313714.000000 Penalty: 5707.650879
	Iteration 13Q: 3 clusters Score -1.331371e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -13313801.000000 Penalty: 5707.650879
	Iteration 14Q: 3 clusters Score -1.33138e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -13313831.000000 Penalty: 5707.650879
	Iteration 15Q: 3 clusters Score -1.331383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -13313845.000000 Penalty: 5707.650879
	Iteration 16Q: 3 clusters Score -1.331384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -13313873.000000 Penalty: 5707.650879
	Iteration 17Q: 3 clusters Score -1.331387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -13313892.000000 Penalty: 5707.650879
	Iteration 18Q: 3 clusters Score -1.331389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -13313909.000000 Penalty: 5707.650879
	Iteration 19Q: 3 clusters Score -1.331391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -13313915.000000 Penalty: 5707.650879
	Iteration 20F: 3 clusters Score -1.331392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13313924.000000 Penalty: 5707.650879
	Iteration 21Q: 3 clusters Score -1.331392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -13313931.000000 Penalty: 5707.650879
	Iteration 22Q: 3 clusters Score -1.331393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -13313931.000000 Penalty: 5707.650879
	Iteration 23Q: 3 clusters Score -1.331393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -13313933.000000 Penalty: 5707.650879
	Iteration 24Q: 3 clusters Score -1.331393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -13313947.000000 Penalty: 5707.650879
	Iteration 25Q: 3 clusters Score -1.331395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13313941.000000 Penalty: 5707.650879
	Iteration 26Q: 3 clusters Score -1.331394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -13313944.000000 Penalty: 5707.650879
	Iteration 27Q: 3 clusters Score -1.331394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13313947.000000 Penalty: 5707.650879
	Iteration 28Q: 3 clusters Score -1.331395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -13313949.000000 Penalty: 5707.650879
	Iteration 29Q: 3 clusters Score -1.331395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -13313951.000000 Penalty: 5707.650879
	Iteration 30Q: 3 clusters Score -1.331395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -13313951.000000 Penalty: 5707.650879
	Iteration 31F: 3 clusters Score -1.331395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186463 members 
Entering Unmasked Estep 
Score: -24780442.000000 Penalty: 3009.725098
	Iteration 0F: 2 clusters Score -2.478044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -24658880.000000 Penalty: 6019.450195
	Iteration 0F: 3 clusters Score -2.465888e+07 nChanged 89509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -24711418.000000 Penalty: 6019.450195
	Iteration 1F: 3 clusters Score -2.471142e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -24712550.000000 Penalty: 6019.450195
	Iteration 2Q: 3 clusters Score -2.471255e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -24713906.000000 Penalty: 6019.450195
	Iteration 3Q: 3 clusters Score -2.471391e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -24715720.000000 Penalty: 6019.450195
	Iteration 4Q: 3 clusters Score -2.471572e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -24719092.000000 Penalty: 6019.450195
	Iteration 5Q: 3 clusters Score -2.471909e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -24725388.000000 Penalty: 6019.450195
	Iteration 6F: 3 clusters Score -2.472539e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -24735802.000000 Penalty: 6019.450195
	Iteration 7F: 3 clusters Score -2.47358e+07 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -24749024.000000 Penalty: 6019.450195
	Iteration 8F: 3 clusters Score -2.474902e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -24761934.000000 Penalty: 6019.450195
	Iteration 9F: 3 clusters Score -2.476193e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 177390 members 
Entering Unmasked Estep 
Score: -24770464.000000 Penalty: 6019.450195
	Iteration 10F: 3 clusters Score -2.477046e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 182536 members 
Entering Unmasked Estep 
Score: -24774892.000000 Penalty: 6019.450195
	Iteration 11Q: 3 clusters Score -2.477489e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -24776678.000000 Penalty: 6019.450195
	Iteration 12Q: 3 clusters Score -2.477668e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 185586 members 
Entering Unmasked Estep 
Score: -24777422.000000 Penalty: 6019.450195
	Iteration 13Q: 3 clusters Score -2.477742e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -24777704.000000 Penalty: 6019.450195
	Iteration 14Q: 3 clusters Score -2.47777e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 186004 members 
Entering Unmasked Estep 
Score: -24777818.000000 Penalty: 6019.450195
	Iteration 15Q: 3 clusters Score -2.477782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -24777868.000000 Penalty: 6019.450195
	Iteration 16Q: 3 clusters Score -2.477787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186075 members 
Entering Unmasked Estep 
Score: -24777918.000000 Penalty: 6019.450195
	Iteration 17Q: 3 clusters Score -2.477792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 186086 members 
Entering Unmasked Estep 
Score: -24777938.000000 Penalty: 6019.450195
	Iteration 18Q: 3 clusters Score -2.477794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 186089 members 
Entering Unmasked Estep 
Score: -24777948.000000 Penalty: 6019.450195
	Iteration 19Q: 3 clusters Score -2.477795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 186093 members 
Entering Unmasked Estep 
Score: -24777980.000000 Penalty: 6019.450195
	Iteration 20F: 3 clusters Score -2.477798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 186096 members 
Entering Unmasked Estep 
Score: -24778000.000000 Penalty: 6019.450195
	Iteration 21Q: 3 clusters Score -2.4778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -24778002.000000 Penalty: 6019.450195
	Iteration 22Q: 3 clusters Score -2.4778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -24778034.000000 Penalty: 6019.450195
	Iteration 23Q: 3 clusters Score -2.477803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 186110 members 
Entering Unmasked Estep 
Score: -24778038.000000 Penalty: 6019.450195
	Iteration 24Q: 3 clusters Score -2.477804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 186113 members 
Entering Unmasked Estep 
Score: -24778028.000000 Penalty: 6019.450195
	Iteration 25Q: 3 clusters Score -2.477803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 186114 members 
Entering Unmasked Estep 
Score: -24778030.000000 Penalty: 6019.450195
	Iteration 26Q: 3 clusters Score -2.477803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 186114 members 
Entering Unmasked Estep 
Score: -24778030.000000 Penalty: 6019.450195
	Iteration 27Q: 3 clusters Score -2.477803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 186114 members 
Entering Unmasked Estep 
Score: -24778030.000000 Penalty: 6019.450195
	Iteration 28F: 3 clusters Score -2.477803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Entering Unmasked Estep 
Score: -4233968.500000 Penalty: 2567.916016
	Iteration 0F: 2 clusters Score -4233968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4212540.000000 Penalty: 5135.832031
	Iteration 0F: 3 clusters Score -4212540 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4220223.000000 Penalty: 5135.832031
	Iteration 1F: 3 clusters Score -4220223 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4220643.000000 Penalty: 5135.832031
	Iteration 2Q: 3 clusters Score -4220643 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4221013.000000 Penalty: 5135.832031
	Iteration 3Q: 3 clusters Score -4221013 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4221391.500000 Penalty: 5135.832031
	Iteration 4Q: 3 clusters Score -4221392 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4221878.000000 Penalty: 5135.832031
	Iteration 5Q: 3 clusters Score -4221878 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4222564.500000 Penalty: 5135.832031
	Iteration 6Q: 3 clusters Score -4222564 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4223640.000000 Penalty: 5135.832031
	Iteration 7F: 3 clusters Score -4223640 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4225191.000000 Penalty: 5135.832031
	Iteration 8F: 3 clusters Score -4225191 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4227121.000000 Penalty: 5135.832031
	Iteration 9F: 3 clusters Score -4227121 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4228977.500000 Penalty: 5135.832031
	Iteration 10F: 3 clusters Score -4228978 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4230220.000000 Penalty: 5135.832031
	Iteration 11Q: 3 clusters Score -4230220 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4230978.000000 Penalty: 5135.832031
	Iteration 12Q: 3 clusters Score -4230978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4231380.000000 Penalty: 5135.832031
	Iteration 13Q: 3 clusters Score -4231380 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4231572.500000 Penalty: 5135.832031
	Iteration 14Q: 3 clusters Score -4231572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4231674.000000 Penalty: 5135.832031
	Iteration 15Q: 3 clusters Score -4231674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4231745.500000 Penalty: 5135.832031
	Iteration 16Q: 3 clusters Score -4231746 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4231798.500000 Penalty: 5135.832031
	Iteration 17Q: 3 clusters Score -4231798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4231832.500000 Penalty: 5135.832031
	Iteration 18Q: 3 clusters Score -4231832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4231849.000000 Penalty: 5135.832031
	Iteration 19Q: 3 clusters Score -4231849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4231866.000000 Penalty: 5135.832031
	Iteration 20F: 3 clusters Score -4231866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4231889.500000 Penalty: 5135.832031
	Iteration 21Q: 3 clusters Score -4231890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4231906.000000 Penalty: 5135.832031
	Iteration 22Q: 3 clusters Score -4231906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4231917.500000 Penalty: 5135.832031
	Iteration 23Q: 3 clusters Score -4231918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4231918.500000 Penalty: 5135.832031
	Iteration 24Q: 3 clusters Score -4231918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4231928.500000 Penalty: 5135.832031
	Iteration 25Q: 3 clusters Score -4231928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4231934.000000 Penalty: 5135.832031
	Iteration 26Q: 3 clusters Score -4231934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -4231933.000000 Penalty: 5135.832031
	Iteration 27Q: 3 clusters Score -4231933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4231935.500000 Penalty: 5135.832031
	Iteration 28Q: 3 clusters Score -4231936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4231935.000000 Penalty: 5135.832031
	Iteration 29Q: 3 clusters Score -4231935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4231936.000000 Penalty: 5135.832031
	Iteration 30Q: 3 clusters Score -4231936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4231939.000000 Penalty: 5135.832031
	Iteration 31Q: 3 clusters Score -4231939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4231941.500000 Penalty: 5135.832031
	Iteration 32Q: 3 clusters Score -4231942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4231945.500000 Penalty: 5135.832031
	Iteration 33Q: 3 clusters Score -4231946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4231950.500000 Penalty: 5135.832031
	Iteration 34Q: 3 clusters Score -4231950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4231949.000000 Penalty: 5135.832031
	Iteration 35Q: 3 clusters Score -4231949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4231951.000000 Penalty: 5135.832031
	Iteration 36Q: 3 clusters Score -4231951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4231954.500000 Penalty: 5135.832031
	Iteration 37Q: 3 clusters Score -4231954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4231956.500000 Penalty: 5135.832031
	Iteration 38Q: 3 clusters Score -4231956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4231956.500000 Penalty: 5135.832031
	Iteration 39F: 3 clusters Score -4231956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (176745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176745 members 
Entering Unmasked Estep 
Score: -23473050.000000 Penalty: 2996.450928
	Iteration 0F: 2 clusters Score -2.347305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -23361282.000000 Penalty: 5992.901855
	Iteration 0F: 3 clusters Score -2.336128e+07 nChanged 84685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -23409892.000000 Penalty: 5992.901855
	Iteration 1F: 3 clusters Score -2.340989e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -23410592.000000 Penalty: 5992.901855
	Iteration 2Q: 3 clusters Score -2.341059e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -23411362.000000 Penalty: 5992.901855
	Iteration 3Q: 3 clusters Score -2.341136e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -23412520.000000 Penalty: 5992.901855
	Iteration 4Q: 3 clusters Score -2.341252e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -23414140.000000 Penalty: 5992.901855
	Iteration 5Q: 3 clusters Score -2.341414e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 106730 members 
Entering Unmasked Estep 
Score: -23417112.000000 Penalty: 5992.901855
	Iteration 6Q: 3 clusters Score -2.341711e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -23422744.000000 Penalty: 5992.901855
	Iteration 7F: 3 clusters Score -2.342274e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 129481 members 
Entering Unmasked Estep 
Score: -23432538.000000 Penalty: 5992.901855
	Iteration 8F: 3 clusters Score -2.343254e+07 nChanged 16056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -23446050.000000 Penalty: 5992.901855
	Iteration 9F: 3 clusters Score -2.344605e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -23458684.000000 Penalty: 5992.901855
	Iteration 10F: 3 clusters Score -2.345868e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -23466298.000000 Penalty: 5992.901855
	Iteration 11F: 3 clusters Score -2.34663e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -23469362.000000 Penalty: 5992.901855
	Iteration 12Q: 3 clusters Score -2.346936e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -23470190.000000 Penalty: 5992.901855
	Iteration 13Q: 3 clusters Score -2.347019e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 175140 members 
Entering Unmasked Estep 
Score: -23470374.000000 Penalty: 5992.901855
	Iteration 14Q: 3 clusters Score -2.347037e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -23470614.000000 Penalty: 5992.901855
	Iteration 15Q: 3 clusters Score -2.347061e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -23470698.000000 Penalty: 5992.901855
	Iteration 16Q: 3 clusters Score -2.34707e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -23470750.000000 Penalty: 5992.901855
	Iteration 17Q: 3 clusters Score -2.347075e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -23470798.000000 Penalty: 5992.901855
	Iteration 18Q: 3 clusters Score -2.34708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -23470816.000000 Penalty: 5992.901855
	Iteration 19Q: 3 clusters Score -2.347082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -23470808.000000 Penalty: 5992.901855
	Iteration 20F: 3 clusters Score -2.347081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 175897 members 
Entering Unmasked Estep 
Score: -23470814.000000 Penalty: 5992.901855
	Iteration 21Q: 3 clusters Score -2.347081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 175919 members 
Entering Unmasked Estep 
Score: -23470842.000000 Penalty: 5992.901855
	Iteration 22Q: 3 clusters Score -2.347084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -23470840.000000 Penalty: 5992.901855
	Iteration 23Q: 3 clusters Score -2.347084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -23470842.000000 Penalty: 5992.901855
	Iteration 24Q: 3 clusters Score -2.347084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 175959 members 
Entering Unmasked Estep 
Score: -23470844.000000 Penalty: 5992.901855
	Iteration 25Q: 3 clusters Score -2.347084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -23470848.000000 Penalty: 5992.901855
	Iteration 26Q: 3 clusters Score -2.347085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -23470838.000000 Penalty: 5992.901855
	Iteration 27Q: 3 clusters Score -2.347084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -23470852.000000 Penalty: 5992.901855
	Iteration 28Q: 3 clusters Score -2.347085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 175986 members 
Entering Unmasked Estep 
Score: -23470848.000000 Penalty: 5992.901855
	Iteration 29Q: 3 clusters Score -2.347085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 175988 members 
Entering Unmasked Estep 
Score: -23470856.000000 Penalty: 5992.901855
	Iteration 30Q: 3 clusters Score -2.347086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 175987 members 
Entering Unmasked Estep 
Score: -23470868.000000 Penalty: 5992.901855
	Iteration 31Q: 3 clusters Score -2.347087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 175986 members 
Entering Unmasked Estep 
Score: -23470892.000000 Penalty: 5992.901855
	Iteration 32Q: 3 clusters Score -2.347089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 175987 members 
Entering Unmasked Estep 
Score: -23470886.000000 Penalty: 5992.901855
	Iteration 33Q: 3 clusters Score -2.347089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 175986 members 
Entering Unmasked Estep 
Score: -23470892.000000 Penalty: 5992.901855
	Iteration 34Q: 3 clusters Score -2.347089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 175987 members 
Entering Unmasked Estep 
Score: -23470886.000000 Penalty: 5992.901855
	Iteration 35Q: 3 clusters Score -2.347089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -23470896.000000 Penalty: 5992.901855
	Iteration 36Q: 3 clusters Score -2.34709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -23470896.000000 Penalty: 5992.901855
	Iteration 37Q: 3 clusters Score -2.34709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470900.000000 Penalty: 5992.901855
	Iteration 38Q: 3 clusters Score -2.34709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470900.000000 Penalty: 5992.901855
	Iteration 39Q: 3 clusters Score -2.34709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470898.000000 Penalty: 5992.901855
	Iteration 40F: 3 clusters Score -2.34709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470904.000000 Penalty: 5992.901855
	Iteration 41Q: 3 clusters Score -2.34709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470896.000000 Penalty: 5992.901855
	Iteration 42Q: 3 clusters Score -2.34709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470900.000000 Penalty: 5992.901855
	Iteration 43Q: 3 clusters Score -2.34709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -23470906.000000 Penalty: 5992.901855
	Iteration 44Q: 3 clusters Score -2.347091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -23470896.000000 Penalty: 5992.901855
	Iteration 45Q: 3 clusters Score -2.34709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470898.000000 Penalty: 5992.901855
	Iteration 46Q: 3 clusters Score -2.34709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -23470898.000000 Penalty: 5992.901855
	Iteration 47F: 3 clusters Score -2.34709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Entering Unmasked Estep 
Score: -6318786.000000 Penalty: 2667.606201
	Iteration 0F: 2 clusters Score -6318786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6287155.000000 Penalty: 5335.212402
	Iteration 0F: 3 clusters Score -6287155 nChanged 21531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6299019.500000 Penalty: 5335.212402
	Iteration 1F: 3 clusters Score -6299020 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -6299407.500000 Penalty: 5335.212402
	Iteration 2Q: 3 clusters Score -6299408 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -6299743.000000 Penalty: 5335.212402
	Iteration 3Q: 3 clusters Score -6299743 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6300036.000000 Penalty: 5335.212402
	Iteration 4Q: 3 clusters Score -6300036 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6300358.500000 Penalty: 5335.212402
	Iteration 5Q: 3 clusters Score -6300358 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -6300784.500000 Penalty: 5335.212402
	Iteration 6Q: 3 clusters Score -6300784 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -6301368.500000 Penalty: 5335.212402
	Iteration 7Q: 3 clusters Score -6301368 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -6302353.500000 Penalty: 5335.212402
	Iteration 8Q: 3 clusters Score -6302354 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -6303994.000000 Penalty: 5335.212402
	Iteration 9F: 3 clusters Score -6303994 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -6306755.000000 Penalty: 5335.212402
	Iteration 10F: 3 clusters Score -6306755 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -6310397.000000 Penalty: 5335.212402
	Iteration 11F: 3 clusters Score -6310397 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6313598.000000 Penalty: 5335.212402
	Iteration 12F: 3 clusters Score -6313598 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6315378.500000 Penalty: 5335.212402
	Iteration 13Q: 3 clusters Score -6315378 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6316001.500000 Penalty: 5335.212402
	Iteration 14Q: 3 clusters Score -6316002 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6316230.000000 Penalty: 5335.212402
	Iteration 15Q: 3 clusters Score -6316230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6316309.000000 Penalty: 5335.212402
	Iteration 16Q: 3 clusters Score -6316309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6316359.500000 Penalty: 5335.212402
	Iteration 17Q: 3 clusters Score -6316360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6316375.500000 Penalty: 5335.212402
	Iteration 18Q: 3 clusters Score -6316376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6316386.500000 Penalty: 5335.212402
	Iteration 19Q: 3 clusters Score -6316386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6316396.000000 Penalty: 5335.212402
	Iteration 20F: 3 clusters Score -6316396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6316405.500000 Penalty: 5335.212402
	Iteration 21Q: 3 clusters Score -6316406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6316428.000000 Penalty: 5335.212402
	Iteration 22Q: 3 clusters Score -6316428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6316428.500000 Penalty: 5335.212402
	Iteration 23Q: 3 clusters Score -6316428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6316429.000000 Penalty: 5335.212402
	Iteration 24Q: 3 clusters Score -6316429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6316427.500000 Penalty: 5335.212402
	Iteration 25Q: 3 clusters Score -6316428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6316428.500000 Penalty: 5335.212402
	Iteration 26Q: 3 clusters Score -6316428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6316428.500000 Penalty: 5335.212402
	Iteration 27F: 3 clusters Score -6316428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 18905 members 
Mstep: Class 5 contains 61320 members 
Mstep: Class 6 contains 112128 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 45095 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68104 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 99445 members 
Mstep: Class 16 contains 186463 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 176745 members 
Mstep: Class 19 contains 46933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135264240.000000 Penalty: 72127.992188
Iteration 239Q: 22 clusters Score -1.352642e+08 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 292 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19501 members 
Mstep: Class 5 contains 62073 members 
Mstep: Class 6 contains 113364 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 45363 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 68555 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 100155 members 
Mstep: Class 16 contains 187491 members 
Mstep: Class 17 contains 31657 members 
Mstep: Class 18 contains 178277 members 
Mstep: Class 19 contains 47483 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 110020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271216.000000 Penalty: 72127.992188
Iteration 240F: 22 clusters Score -1.352712e+08 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 296 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19466 members 
Mstep: Class 5 contains 62812 members 
Mstep: Class 6 contains 113399 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 45305 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 68304 members 
Mstep: Class 12 contains 1097 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 99877 members 
Mstep: Class 16 contains 186362 members 
Mstep: Class 17 contains 31624 members 
Mstep: Class 18 contains 178160 members 
Mstep: Class 19 contains 47448 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 111237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135274960.000000 Penalty: 72127.992188
Iteration 241Q: 22 clusters Score -1.35275e+08 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 19446 members 
Mstep: Class 5 contains 63596 members 
Mstep: Class 6 contains 113555 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 45292 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 68084 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 99655 members 
Mstep: Class 16 contains 185395 members 
Mstep: Class 17 contains 31565 members 
Mstep: Class 18 contains 177830 members 
Mstep: Class 19 contains 47448 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 112279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135277232.000000 Penalty: 72127.992188
Iteration 242Q: 22 clusters Score -1.352772e+08 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 19448 members 
Mstep: Class 5 contains 64247 members 
Mstep: Class 6 contains 113757 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3734 members 
Mstep: Class 9 contains 45256 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 67911 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 99496 members 
Mstep: Class 16 contains 184584 members 
Mstep: Class 17 contains 31526 members 
Mstep: Class 18 contains 177450 members 
Mstep: Class 19 contains 47422 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 113221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135277776.000000 Penalty: 72127.992188
Iteration 243Q: 22 clusters Score -1.352778e+08 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4594 members 
Mstep: Class 4 contains 19448 members 
Mstep: Class 5 contains 64841 members 
Mstep: Class 6 contains 113995 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 45249 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 67746 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 99372 members 
Mstep: Class 16 contains 183881 members 
Mstep: Class 17 contains 31513 members 
Mstep: Class 18 contains 177051 members 
Mstep: Class 19 contains 47447 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 113992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135278368.000000 Penalty: 72127.992188
Iteration 244Q: 22 clusters Score -1.352784e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 19465 members 
Mstep: Class 5 contains 65382 members 
Mstep: Class 6 contains 114208 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 45219 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 67592 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 99239 members 
Mstep: Class 16 contains 183277 members 
Mstep: Class 17 contains 31496 members 
Mstep: Class 18 contains 176651 members 
Mstep: Class 19 contains 47460 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 114751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135278736.000000 Penalty: 72127.992188
Iteration 245Q: 22 clusters Score -1.352787e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 65842 members 
Mstep: Class 6 contains 114384 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 45193 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 67453 members 
Mstep: Class 12 contains 1169 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 99080 members 
Mstep: Class 16 contains 182774 members 
Mstep: Class 17 contains 31456 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 47469 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 115543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279264.000000 Penalty: 72127.992188
Iteration 246Q: 22 clusters Score -1.352793e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 19526 members 
Mstep: Class 5 contains 66259 members 
Mstep: Class 6 contains 114560 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 45145 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 67335 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 98973 members 
Mstep: Class 16 contains 182246 members 
Mstep: Class 17 contains 31445 members 
Mstep: Class 18 contains 175878 members 
Mstep: Class 19 contains 47498 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 116281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279424.000000 Penalty: 72127.992188
Iteration 247Q: 22 clusters Score -1.352794e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 19555 members 
Mstep: Class 5 contains 66576 members 
Mstep: Class 6 contains 114760 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 45105 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 67272 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 98845 members 
Mstep: Class 16 contains 181783 members 
Mstep: Class 17 contains 31412 members 
Mstep: Class 18 contains 175524 members 
Mstep: Class 19 contains 47540 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 116940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279840.000000 Penalty: 72127.992188
Iteration 248Q: 22 clusters Score -1.352798e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 19586 members 
Mstep: Class 5 contains 66855 members 
Mstep: Class 6 contains 114919 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 45073 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 67163 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 98750 members 
Mstep: Class 16 contains 181391 members 
Mstep: Class 17 contains 31391 members 
Mstep: Class 18 contains 175251 members 
Mstep: Class 19 contains 47572 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 117521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280016.000000 Penalty: 72127.992188
Iteration 249Q: 22 clusters Score -1.3528e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 19605 members 
Mstep: Class 5 contains 67106 members 
Mstep: Class 6 contains 115014 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 45054 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 67075 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 98657 members 
Mstep: Class 16 contains 181031 members 
Mstep: Class 17 contains 31364 members 
Mstep: Class 18 contains 175057 members 
Mstep: Class 19 contains 47590 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 118076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 72127.992188
Iteration 250Q: 22 clusters Score -1.352804e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 19620 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 115104 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 67007 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 98576 members 
Mstep: Class 16 contains 180639 members 
Mstep: Class 17 contains 31339 members 
Mstep: Class 18 contains 174899 members 
Mstep: Class 19 contains 47609 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 118586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 251Q: 22 clusters Score -1.352805e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4594 members 
Mstep: Class 4 contains 19631 members 
Mstep: Class 5 contains 67510 members 
Mstep: Class 6 contains 115146 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 45040 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 66953 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 98497 members 
Mstep: Class 16 contains 180305 members 
Mstep: Class 17 contains 31324 members 
Mstep: Class 18 contains 174804 members 
Mstep: Class 19 contains 47612 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 119050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280688.000000 Penalty: 72127.992188
Iteration 252Q: 22 clusters Score -1.352807e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 19648 members 
Mstep: Class 5 contains 67691 members 
Mstep: Class 6 contains 115165 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3566 members 
Mstep: Class 9 contains 45025 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 66878 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98437 members 
Mstep: Class 16 contains 179986 members 
Mstep: Class 17 contains 31321 members 
Mstep: Class 18 contains 174756 members 
Mstep: Class 19 contains 47619 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 119455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 253Q: 22 clusters Score -1.352808e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 19670 members 
Mstep: Class 5 contains 67854 members 
Mstep: Class 6 contains 115181 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 45014 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 66808 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98368 members 
Mstep: Class 16 contains 179702 members 
Mstep: Class 17 contains 31316 members 
Mstep: Class 18 contains 174746 members 
Mstep: Class 19 contains 47628 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 119801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280944.000000 Penalty: 72127.992188
Iteration 254Q: 22 clusters Score -1.352809e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 19691 members 
Mstep: Class 5 contains 67993 members 
Mstep: Class 6 contains 115216 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 44999 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 66740 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98302 members 
Mstep: Class 16 contains 179421 members 
Mstep: Class 17 contains 31309 members 
Mstep: Class 18 contains 174749 members 
Mstep: Class 19 contains 47648 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 120107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281344.000000 Penalty: 72127.992188
Iteration 255Q: 22 clusters Score -1.352813e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 19711 members 
Mstep: Class 5 contains 68122 members 
Mstep: Class 6 contains 115213 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 9 contains 44998 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 66684 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98228 members 
Mstep: Class 16 contains 179158 members 
Mstep: Class 17 contains 31317 members 
Mstep: Class 18 contains 174774 members 
Mstep: Class 19 contains 47652 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 120381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281488.000000 Penalty: 72127.992188
Iteration 256Q: 22 clusters Score -1.352815e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 19731 members 
Mstep: Class 5 contains 68249 members 
Mstep: Class 6 contains 115196 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 44998 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66647 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98178 members 
Mstep: Class 16 contains 178924 members 
Mstep: Class 17 contains 31304 members 
Mstep: Class 18 contains 174823 members 
Mstep: Class 19 contains 47652 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 120598 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 22 clusters Score -1.352815e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19754 members 
Mstep: Class 5 contains 68358 members 
Mstep: Class 6 contains 115178 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 44996 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66617 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98143 members 
Mstep: Class 16 contains 178696 members 
Mstep: Class 17 contains 31295 members 
Mstep: Class 18 contains 174886 members 
Mstep: Class 19 contains 47655 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 120779 members 
Entering Unmasked Estep 
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Iteration 258Q: 22 clusters Score -1.352816e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19764 members 
Mstep: Class 5 contains 68442 members 
Mstep: Class 6 contains 115142 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 44989 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66580 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98102 members 
Mstep: Class 16 contains 178482 members 
Mstep: Class 17 contains 31288 members 
Mstep: Class 18 contains 174979 members 
Mstep: Class 19 contains 47666 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 120965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 22 clusters Score -1.352816e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19773 members 
Mstep: Class 5 contains 68533 members 
Mstep: Class 6 contains 115124 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3488 members 
Mstep: Class 9 contains 44980 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66558 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98056 members 
Mstep: Class 16 contains 178260 members 
Mstep: Class 17 contains 31286 members 
Mstep: Class 18 contains 175077 members 
Mstep: Class 19 contains 47681 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121109 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 22 clusters Score -1.352816e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 19777 members 
Mstep: Class 5 contains 68609 members 
Mstep: Class 6 contains 115074 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 44966 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66529 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 98007 members 
Mstep: Class 16 contains 178075 members 
Mstep: Class 17 contains 31286 members 
Mstep: Class 18 contains 175195 members 
Mstep: Class 19 contains 47686 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 22 clusters Score -1.352815e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 19784 members 
Mstep: Class 5 contains 68680 members 
Mstep: Class 6 contains 115043 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 44964 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66516 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 97969 members 
Mstep: Class 16 contains 177829 members 
Mstep: Class 17 contains 31296 members 
Mstep: Class 18 contains 175287 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121444 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 22 clusters Score -1.352815e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 19796 members 
Mstep: Class 5 contains 68747 members 
Mstep: Class 6 contains 115028 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3466 members 
Mstep: Class 9 contains 44943 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66491 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 97921 members 
Mstep: Class 16 contains 177626 members 
Mstep: Class 17 contains 31307 members 
Mstep: Class 18 contains 175384 members 
Mstep: Class 19 contains 47700 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121596 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 22 clusters Score -1.352816e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 19807 members 
Mstep: Class 5 contains 68807 members 
Mstep: Class 6 contains 115008 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 44937 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66448 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 97886 members 
Mstep: Class 16 contains 177464 members 
Mstep: Class 17 contains 31308 members 
Mstep: Class 18 contains 175492 members 
Mstep: Class 19 contains 47706 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281616.000000 Penalty: 72127.992188
Iteration 264Q: 22 clusters Score -1.352816e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 19813 members 
Mstep: Class 5 contains 68890 members 
Mstep: Class 6 contains 114988 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 44941 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66429 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 97853 members 
Mstep: Class 16 contains 177299 members 
Mstep: Class 17 contains 31311 members 
Mstep: Class 18 contains 175545 members 
Mstep: Class 19 contains 47715 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281632.000000 Penalty: 72127.992188
Iteration 265Q: 22 clusters Score -1.352816e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 19815 members 
Mstep: Class 5 contains 68962 members 
Mstep: Class 6 contains 114965 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 44947 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66413 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97823 members 
Mstep: Class 16 contains 177115 members 
Mstep: Class 17 contains 31320 members 
Mstep: Class 18 contains 175609 members 
Mstep: Class 19 contains 47735 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 121915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281680.000000 Penalty: 72127.992188
Iteration 266Q: 22 clusters Score -1.352817e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 19819 members 
Mstep: Class 5 contains 69017 members 
Mstep: Class 6 contains 114934 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66395 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97795 members 
Mstep: Class 16 contains 176989 members 
Mstep: Class 17 contains 31330 members 
Mstep: Class 18 contains 175659 members 
Mstep: Class 19 contains 47753 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281808.000000 Penalty: 72127.992188
Iteration 267Q: 22 clusters Score -1.352818e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 19824 members 
Mstep: Class 5 contains 69055 members 
Mstep: Class 6 contains 114889 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3450 members 
Mstep: Class 9 contains 44963 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66361 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97774 members 
Mstep: Class 16 contains 176886 members 
Mstep: Class 17 contains 31327 members 
Mstep: Class 18 contains 175724 members 
Mstep: Class 19 contains 47764 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281872.000000 Penalty: 72127.992188
Iteration 268Q: 22 clusters Score -1.352819e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 69093 members 
Mstep: Class 6 contains 114843 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3446 members 
Mstep: Class 9 contains 44969 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66337 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97768 members 
Mstep: Class 16 contains 176762 members 
Mstep: Class 17 contains 31334 members 
Mstep: Class 18 contains 175814 members 
Mstep: Class 19 contains 47768 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281712.000000 Penalty: 72127.992188
Iteration 269Q: 22 clusters Score -1.352817e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 69125 members 
Mstep: Class 6 contains 114835 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3441 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66301 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97756 members 
Mstep: Class 16 contains 176633 members 
Mstep: Class 17 contains 31336 members 
Mstep: Class 18 contains 175904 members 
Mstep: Class 19 contains 47779 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281792.000000 Penalty: 72127.992188
Iteration 270Q: 22 clusters Score -1.352818e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 69149 members 
Mstep: Class 6 contains 114820 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 44979 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66276 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97755 members 
Mstep: Class 16 contains 176514 members 
Mstep: Class 17 contains 31345 members 
Mstep: Class 18 contains 175981 members 
Mstep: Class 19 contains 47791 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281792.000000 Penalty: 72127.992188
Iteration 271Q: 22 clusters Score -1.352818e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 69178 members 
Mstep: Class 6 contains 114800 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66249 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97736 members 
Mstep: Class 16 contains 176418 members 
Mstep: Class 17 contains 31360 members 
Mstep: Class 18 contains 176045 members 
Mstep: Class 19 contains 47798 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281760.000000 Penalty: 72127.992188
Iteration 272Q: 22 clusters Score -1.352818e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19836 members 
Mstep: Class 5 contains 69204 members 
Mstep: Class 6 contains 114798 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66216 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97720 members 
Mstep: Class 16 contains 176312 members 
Mstep: Class 17 contains 31371 members 
Mstep: Class 18 contains 176126 members 
Mstep: Class 19 contains 47798 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281664.000000 Penalty: 72127.992188
Iteration 273Q: 22 clusters Score -1.352817e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19838 members 
Mstep: Class 5 contains 69216 members 
Mstep: Class 6 contains 114796 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66195 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97708 members 
Mstep: Class 16 contains 176223 members 
Mstep: Class 17 contains 31375 members 
Mstep: Class 18 contains 176206 members 
Mstep: Class 19 contains 47804 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281680.000000 Penalty: 72127.992188
Iteration 274Q: 22 clusters Score -1.352817e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19841 members 
Mstep: Class 5 contains 69229 members 
Mstep: Class 6 contains 114800 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3422 members 
Mstep: Class 9 contains 44980 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66177 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97688 members 
Mstep: Class 16 contains 176154 members 
Mstep: Class 17 contains 31377 members 
Mstep: Class 18 contains 176276 members 
Mstep: Class 19 contains 47813 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281952.000000 Penalty: 72127.992188
Iteration 275Q: 22 clusters Score -1.35282e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19845 members 
Mstep: Class 5 contains 69244 members 
Mstep: Class 6 contains 114782 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 44973 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66153 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97670 members 
Mstep: Class 16 contains 176087 members 
Mstep: Class 17 contains 31381 members 
Mstep: Class 18 contains 176367 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281920.000000 Penalty: 72127.992188
Iteration 276Q: 22 clusters Score -1.352819e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19848 members 
Mstep: Class 5 contains 69273 members 
Mstep: Class 6 contains 114764 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66141 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97641 members 
Mstep: Class 16 contains 176006 members 
Mstep: Class 17 contains 31382 members 
Mstep: Class 18 contains 176445 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135281888.000000 Penalty: 72127.992188
Iteration 277Q: 22 clusters Score -1.352819e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19849 members 
Mstep: Class 5 contains 69291 members 
Mstep: Class 6 contains 114753 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3418 members 
Mstep: Class 9 contains 44971 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66119 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97612 members 
Mstep: Class 16 contains 175964 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 176504 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 278Q: 22 clusters Score -1.35282e+08 nChanged 374
Entering ConstructFrom: 
Score: -135282016.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (53220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Entering Unmasked Estep 
Score: -6896245.500000 Penalty: 2698.782959
	Iteration 0F: 2 clusters Score -6896246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -6860559.000000 Penalty: 5397.565918
	Iteration 0F: 3 clusters Score -6860559 nChanged 24604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6874086.500000 Penalty: 5397.565918
	Iteration 1F: 3 clusters Score -6874086 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6874538.000000 Penalty: 5397.565918
	Iteration 2Q: 3 clusters Score -6874538 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -6874974.500000 Penalty: 5397.565918
	Iteration 3Q: 3 clusters Score -6874974 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6875479.000000 Penalty: 5397.565918
	Iteration 4Q: 3 clusters Score -6875479 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -6875989.500000 Penalty: 5397.565918
	Iteration 5Q: 3 clusters Score -6875990 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6876855.500000 Penalty: 5397.565918
	Iteration 6Q: 3 clusters Score -6876856 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6878201.000000 Penalty: 5397.565918
	Iteration 7F: 3 clusters Score -6878201 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -6880264.500000 Penalty: 5397.565918
	Iteration 8F: 3 clusters Score -6880264 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -6883271.000000 Penalty: 5397.565918
	Iteration 9F: 3 clusters Score -6883271 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6886743.000000 Penalty: 5397.565918
	Iteration 10F: 3 clusters Score -6886743 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -6890111.500000 Penalty: 5397.565918
	Iteration 11F: 3 clusters Score -6890112 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -6892260.000000 Penalty: 5397.565918
	Iteration 12Q: 3 clusters Score -6892260 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6893340.500000 Penalty: 5397.565918
	Iteration 13Q: 3 clusters Score -6893340 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6893749.500000 Penalty: 5397.565918
	Iteration 14Q: 3 clusters Score -6893750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -6893863.500000 Penalty: 5397.565918
	Iteration 15Q: 3 clusters Score -6893864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -6893922.500000 Penalty: 5397.565918
	Iteration 16Q: 3 clusters Score -6893922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -6893951.500000 Penalty: 5397.565918
	Iteration 17Q: 3 clusters Score -6893952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -6893974.000000 Penalty: 5397.565918
	Iteration 18Q: 3 clusters Score -6893974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -6893992.000000 Penalty: 5397.565918
	Iteration 19Q: 3 clusters Score -6893992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -6893998.500000 Penalty: 5397.565918
	Iteration 20F: 3 clusters Score -6893998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6894002.000000 Penalty: 5397.565918
	Iteration 21Q: 3 clusters Score -6894002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6894007.500000 Penalty: 5397.565918
	Iteration 22Q: 3 clusters Score -6894008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6894011.000000 Penalty: 5397.565918
	Iteration 23Q: 3 clusters Score -6894011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -6894017.000000 Penalty: 5397.565918
	Iteration 24Q: 3 clusters Score -6894017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -6894015.000000 Penalty: 5397.565918
	Iteration 25Q: 3 clusters Score -6894015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6894022.000000 Penalty: 5397.565918
	Iteration 26Q: 3 clusters Score -6894022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6894018.500000 Penalty: 5397.565918
	Iteration 27Q: 3 clusters Score -6894018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -6894017.000000 Penalty: 5397.565918
	Iteration 28Q: 3 clusters Score -6894017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6894025.500000 Penalty: 5397.565918
	Iteration 29Q: 3 clusters Score -6894026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -6894019.500000 Penalty: 5397.565918
	Iteration 30Q: 3 clusters Score -6894020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -6894019.500000 Penalty: 5397.565918
	Iteration 31F: 3 clusters Score -6894020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34100.628906 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34100.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32861.285156 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32861.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32964.789062 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -32964.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33010.660156 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -33010.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33083.132812 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33083.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33115.320312 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33115.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33153.031250 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33153.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33163.835938 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -33163.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33177.902344 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -33177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33190.484375 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -33190.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33190.484375 Penalty: 2825.758301
	Iteration 9F: 3 clusters Score -33190.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -583514.437500 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -583514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -579310.500000 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -579310.5 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -580266.187500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -580266.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -580547.500000 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -580547.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -580766.687500 Penalty: 4181.442383
	Iteration 3F: 3 clusters Score -580766.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -580929.000000 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -580929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -581039.125000 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -581039.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -581115.375000 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -581115.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -581185.437500 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -581185.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -581252.125000 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -581252.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -581325.750000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -581325.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -581396.875000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -581396.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -581454.437500 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -581454.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -581502.625000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -581502.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -581551.187500 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -581551.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -581591.062500 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -581591.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -581622.125000 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -581622.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -581642.125000 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -581642.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -581671.062500 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -581671.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -581694.687500 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -581694.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -581713.750000 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -581713.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -581734.312500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -581734.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -581759.375000 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -581759.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -581784.062500 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -581784.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -581798.687500 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -581798.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -581816.687500 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -581816.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -581832.687500 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -581832.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -581842.187500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -581842.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -581853.687500 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -581853.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -581863.562500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -581863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -581873.062500 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -581873.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -581880.187500 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -581880.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -581891.375000 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -581891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -581896.437500 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -581896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -581902.250000 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -581902.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -581911.375000 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -581911.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -581921.562500 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -581921.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -581930.937500 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -581930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -581940.437500 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -581940.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -581946.125000 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -581946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -581952.250000 Penalty: 4181.442383
	Iteration 39Q: 3 clusters Score -581952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -581956.000000 Penalty: 4181.442383
	Iteration 40F: 3 clusters Score -581956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -581960.000000 Penalty: 4181.442383
	Iteration 41Q: 3 clusters Score -581960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -581963.312500 Penalty: 4181.442383
	Iteration 42Q: 3 clusters Score -581963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -581968.187500 Penalty: 4181.442383
	Iteration 43Q: 3 clusters Score -581968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -581974.437500 Penalty: 4181.442383
	Iteration 44Q: 3 clusters Score -581974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -581977.187500 Penalty: 4181.442383
	Iteration 45Q: 3 clusters Score -581977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -581979.750000 Penalty: 4181.442383
	Iteration 46Q: 3 clusters Score -581979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -581980.562500 Penalty: 4181.442383
	Iteration 47Q: 3 clusters Score -581980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -581979.750000 Penalty: 4181.442383
	Iteration 48Q: 3 clusters Score -581979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -581982.062500 Penalty: 4181.442383
	Iteration 49Q: 3 clusters Score -581982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -581983.437500 Penalty: 4181.442383
	Iteration 50Q: 3 clusters Score -581983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -581985.750000 Penalty: 4181.442383
	Iteration 51Q: 3 clusters Score -581985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -581986.125000 Penalty: 4181.442383
	Iteration 52Q: 3 clusters Score -581986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -581986.375000 Penalty: 4181.442383
	Iteration 53Q: 3 clusters Score -581986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -581988.562500 Penalty: 4181.442383
	Iteration 54Q: 3 clusters Score -581988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -581988.812500 Penalty: 4181.442383
	Iteration 55Q: 3 clusters Score -581988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -581989.937500 Penalty: 4181.442383
	Iteration 56Q: 3 clusters Score -581989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -581991.437500 Penalty: 4181.442383
	Iteration 57Q: 3 clusters Score -581991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -581990.937500 Penalty: 4181.442383
	Iteration 58Q: 3 clusters Score -581990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -581990.937500 Penalty: 4181.442383
	Iteration 59F: 3 clusters Score -581990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Entering Unmasked Estep 
Score: -2531601.250000 Penalty: 2454.260498
	Iteration 0F: 2 clusters Score -2531601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2517648.500000 Penalty: 4908.520996
	Iteration 0F: 3 clusters Score -2517648 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2522365.000000 Penalty: 4908.520996
	Iteration 1F: 3 clusters Score -2522365 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2522885.000000 Penalty: 4908.520996
	Iteration 2F: 3 clusters Score -2522885 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2523373.500000 Penalty: 4908.520996
	Iteration 3F: 3 clusters Score -2523374 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2523946.500000 Penalty: 4908.520996
	Iteration 4F: 3 clusters Score -2523946 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2524603.500000 Penalty: 4908.520996
	Iteration 5F: 3 clusters Score -2524604 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2525301.750000 Penalty: 4908.520996
	Iteration 6F: 3 clusters Score -2525302 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2525990.500000 Penalty: 4908.520996
	Iteration 7F: 3 clusters Score -2525990 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2526680.750000 Penalty: 4908.520996
	Iteration 8F: 3 clusters Score -2526681 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2527219.500000 Penalty: 4908.520996
	Iteration 9Q: 3 clusters Score -2527220 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2527672.750000 Penalty: 4908.520996
	Iteration 10Q: 3 clusters Score -2527673 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2528043.000000 Penalty: 4908.520996
	Iteration 11Q: 3 clusters Score -2528043 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2528357.500000 Penalty: 4908.520996
	Iteration 12Q: 3 clusters Score -2528358 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2528637.250000 Penalty: 4908.520996
	Iteration 13Q: 3 clusters Score -2528637 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2528883.250000 Penalty: 4908.520996
	Iteration 14Q: 3 clusters Score -2528883 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2529091.250000 Penalty: 4908.520996
	Iteration 15Q: 3 clusters Score -2529091 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2529251.500000 Penalty: 4908.520996
	Iteration 16Q: 3 clusters Score -2529252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2529381.250000 Penalty: 4908.520996
	Iteration 17Q: 3 clusters Score -2529381 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2529496.750000 Penalty: 4908.520996
	Iteration 18Q: 3 clusters Score -2529497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2529584.000000 Penalty: 4908.520996
	Iteration 19Q: 3 clusters Score -2529584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2529639.500000 Penalty: 4908.520996
	Iteration 20F: 3 clusters Score -2529640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2529691.500000 Penalty: 4908.520996
	Iteration 21Q: 3 clusters Score -2529692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2529735.500000 Penalty: 4908.520996
	Iteration 22Q: 3 clusters Score -2529736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2529773.500000 Penalty: 4908.520996
	Iteration 23Q: 3 clusters Score -2529774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2529793.250000 Penalty: 4908.520996
	Iteration 24Q: 3 clusters Score -2529793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2529824.500000 Penalty: 4908.520996
	Iteration 25Q: 3 clusters Score -2529824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2529865.250000 Penalty: 4908.520996
	Iteration 26Q: 3 clusters Score -2529865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2529886.250000 Penalty: 4908.520996
	Iteration 27Q: 3 clusters Score -2529886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2529913.500000 Penalty: 4908.520996
	Iteration 28Q: 3 clusters Score -2529914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2529933.500000 Penalty: 4908.520996
	Iteration 29Q: 3 clusters Score -2529934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2529944.250000 Penalty: 4908.520996
	Iteration 30Q: 3 clusters Score -2529944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2529956.000000 Penalty: 4908.520996
	Iteration 31Q: 3 clusters Score -2529956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2529966.750000 Penalty: 4908.520996
	Iteration 32Q: 3 clusters Score -2529967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2529979.500000 Penalty: 4908.520996
	Iteration 33Q: 3 clusters Score -2529980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2529976.000000 Penalty: 4908.520996
	Iteration 34Q: 3 clusters Score -2529976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2529974.500000 Penalty: 4908.520996
	Iteration 35Q: 3 clusters Score -2529974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2529975.000000 Penalty: 4908.520996
	Iteration 36Q: 3 clusters Score -2529975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2529971.750000 Penalty: 4908.520996
	Iteration 37Q: 3 clusters Score -2529972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2529974.750000 Penalty: 4908.520996
	Iteration 38Q: 3 clusters Score -2529975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2529976.250000 Penalty: 4908.520996
	Iteration 39Q: 3 clusters Score -2529976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2529976.250000 Penalty: 4908.520996
	Iteration 40F: 3 clusters Score -2529976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Entering Unmasked Estep 
Score: -9296067.000000 Penalty: 2764.296875
	Iteration 0F: 2 clusters Score -9296067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -9249756.000000 Penalty: 5528.593750
	Iteration 0F: 3 clusters Score -9249756 nChanged 32302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -9267817.000000 Penalty: 5528.593750
	Iteration 1F: 3 clusters Score -9267817 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -9268692.000000 Penalty: 5528.593750
	Iteration 2Q: 3 clusters Score -9268692 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -9269768.000000 Penalty: 5528.593750
	Iteration 3Q: 3 clusters Score -9269768 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -9271351.000000 Penalty: 5528.593750
	Iteration 4Q: 3 clusters Score -9271351 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -9273714.000000 Penalty: 5528.593750
	Iteration 5F: 3 clusters Score -9273714 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -9277294.000000 Penalty: 5528.593750
	Iteration 6F: 3 clusters Score -9277294 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -9281613.000000 Penalty: 5528.593750
	Iteration 7F: 3 clusters Score -9281613 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -9286106.000000 Penalty: 5528.593750
	Iteration 8F: 3 clusters Score -9286106 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -9289462.000000 Penalty: 5528.593750
	Iteration 9F: 3 clusters Score -9289462 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -9291447.000000 Penalty: 5528.593750
	Iteration 10Q: 3 clusters Score -9291447 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9292487.000000 Penalty: 5528.593750
	Iteration 11Q: 3 clusters Score -9292487 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9292940.000000 Penalty: 5528.593750
	Iteration 12Q: 3 clusters Score -9292940 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9293183.000000 Penalty: 5528.593750
	Iteration 13Q: 3 clusters Score -9293183 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9293369.000000 Penalty: 5528.593750
	Iteration 14Q: 3 clusters Score -9293369 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9293499.000000 Penalty: 5528.593750
	Iteration 15Q: 3 clusters Score -9293499 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9293614.000000 Penalty: 5528.593750
	Iteration 16Q: 3 clusters Score -9293614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9293688.000000 Penalty: 5528.593750
	Iteration 17Q: 3 clusters Score -9293688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9293728.000000 Penalty: 5528.593750
	Iteration 18Q: 3 clusters Score -9293728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9293763.000000 Penalty: 5528.593750
	Iteration 19Q: 3 clusters Score -9293763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9293807.000000 Penalty: 5528.593750
	Iteration 20F: 3 clusters Score -9293807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9293838.000000 Penalty: 5528.593750
	Iteration 21Q: 3 clusters Score -9293838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9293856.000000 Penalty: 5528.593750
	Iteration 22Q: 3 clusters Score -9293856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9293868.000000 Penalty: 5528.593750
	Iteration 23Q: 3 clusters Score -9293868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9293862.000000 Penalty: 5528.593750
	Iteration 24Q: 3 clusters Score -9293862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9293863.000000 Penalty: 5528.593750
	Iteration 25Q: 3 clusters Score -9293863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9293858.000000 Penalty: 5528.593750
	Iteration 26Q: 3 clusters Score -9293858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9293867.000000 Penalty: 5528.593750
	Iteration 27Q: 3 clusters Score -9293867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9293873.000000 Penalty: 5528.593750
	Iteration 28Q: 3 clusters Score -9293873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9293876.000000 Penalty: 5528.593750
	Iteration 29Q: 3 clusters Score -9293876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9293875.000000 Penalty: 5528.593750
	Iteration 30Q: 3 clusters Score -9293875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -9293880.000000 Penalty: 5528.593750
	Iteration 31Q: 3 clusters Score -9293880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9293877.000000 Penalty: 5528.593750
	Iteration 32Q: 3 clusters Score -9293877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9293873.000000 Penalty: 5528.593750
	Iteration 33Q: 3 clusters Score -9293873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9293880.000000 Penalty: 5528.593750
	Iteration 34Q: 3 clusters Score -9293880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9293889.000000 Penalty: 5528.593750
	Iteration 35Q: 3 clusters Score -9293889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9293888.000000 Penalty: 5528.593750
	Iteration 36Q: 3 clusters Score -9293888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9293880.000000 Penalty: 5528.593750
	Iteration 37Q: 3 clusters Score -9293880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9293878.000000 Penalty: 5528.593750
	Iteration 38Q: 3 clusters Score -9293878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9293878.000000 Penalty: 5528.593750
	Iteration 39F: 3 clusters Score -9293878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Entering Unmasked Estep 
Score: -15345601.000000 Penalty: 2889.292236
	Iteration 0F: 2 clusters Score -1.53456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -15269199.000000 Penalty: 5778.584473
	Iteration 0F: 3 clusters Score -1.52692e+07 nChanged 54611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -15301286.000000 Penalty: 5778.584473
	Iteration 1F: 3 clusters Score -1.530129e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -15302072.000000 Penalty: 5778.584473
	Iteration 2Q: 3 clusters Score -1.530207e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -15303336.000000 Penalty: 5778.584473
	Iteration 3Q: 3 clusters Score -1.530334e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -15305393.000000 Penalty: 5778.584473
	Iteration 4Q: 3 clusters Score -1.530539e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -15308606.000000 Penalty: 5778.584473
	Iteration 5F: 3 clusters Score -1.530861e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -15313530.000000 Penalty: 5778.584473
	Iteration 6F: 3 clusters Score -1.531353e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -15320499.000000 Penalty: 5778.584473
	Iteration 7F: 3 clusters Score -1.53205e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -15328031.000000 Penalty: 5778.584473
	Iteration 8F: 3 clusters Score -1.532803e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 96528 members 
Entering Unmasked Estep 
Score: -15333848.000000 Penalty: 5778.584473
	Iteration 9F: 3 clusters Score -1.533385e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -15336854.000000 Penalty: 5778.584473
	Iteration 10Q: 3 clusters Score -1.533685e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -15338266.000000 Penalty: 5778.584473
	Iteration 11Q: 3 clusters Score -1.533827e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -15339211.000000 Penalty: 5778.584473
	Iteration 12Q: 3 clusters Score -1.533921e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -15339828.000000 Penalty: 5778.584473
	Iteration 13Q: 3 clusters Score -1.533983e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -15340331.000000 Penalty: 5778.584473
	Iteration 14Q: 3 clusters Score -1.534033e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -15340850.000000 Penalty: 5778.584473
	Iteration 15Q: 3 clusters Score -1.534085e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -15341222.000000 Penalty: 5778.584473
	Iteration 16Q: 3 clusters Score -1.534122e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -15341560.000000 Penalty: 5778.584473
	Iteration 17Q: 3 clusters Score -1.534156e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -15341822.000000 Penalty: 5778.584473
	Iteration 18Q: 3 clusters Score -1.534182e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 109607 members 
Entering Unmasked Estep 
Score: -15342097.000000 Penalty: 5778.584473
	Iteration 19Q: 3 clusters Score -1.53421e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -15342309.000000 Penalty: 5778.584473
	Iteration 20F: 3 clusters Score -1.534231e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 110576 members 
Entering Unmasked Estep 
Score: -15342473.000000 Penalty: 5778.584473
	Iteration 21Q: 3 clusters Score -1.534247e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -15342607.000000 Penalty: 5778.584473
	Iteration 22Q: 3 clusters Score -1.534261e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -15342716.000000 Penalty: 5778.584473
	Iteration 23Q: 3 clusters Score -1.534272e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -15342847.000000 Penalty: 5778.584473
	Iteration 24Q: 3 clusters Score -1.534285e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -15342922.000000 Penalty: 5778.584473
	Iteration 25Q: 3 clusters Score -1.534292e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -15342968.000000 Penalty: 5778.584473
	Iteration 26Q: 3 clusters Score -1.534297e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -15342987.000000 Penalty: 5778.584473
	Iteration 27Q: 3 clusters Score -1.534299e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -15343049.000000 Penalty: 5778.584473
	Iteration 28Q: 3 clusters Score -1.534305e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -15343088.000000 Penalty: 5778.584473
	Iteration 29Q: 3 clusters Score -1.534309e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -15343089.000000 Penalty: 5778.584473
	Iteration 30Q: 3 clusters Score -1.534309e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -15343091.000000 Penalty: 5778.584473
	Iteration 31Q: 3 clusters Score -1.534309e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 112758 members 
Entering Unmasked Estep 
Score: -15343105.000000 Penalty: 5778.584473
	Iteration 32Q: 3 clusters Score -1.53431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -15343136.000000 Penalty: 5778.584473
	Iteration 33Q: 3 clusters Score -1.534314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -15343154.000000 Penalty: 5778.584473
	Iteration 34Q: 3 clusters Score -1.534315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 112928 members 
Entering Unmasked Estep 
Score: -15343157.000000 Penalty: 5778.584473
	Iteration 35Q: 3 clusters Score -1.534316e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -15343188.000000 Penalty: 5778.584473
	Iteration 36Q: 3 clusters Score -1.534319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -15343193.000000 Penalty: 5778.584473
	Iteration 37Q: 3 clusters Score -1.534319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -15343211.000000 Penalty: 5778.584473
	Iteration 38Q: 3 clusters Score -1.534321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -15343234.000000 Penalty: 5778.584473
	Iteration 39Q: 3 clusters Score -1.534323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -15343215.000000 Penalty: 5778.584473
	Iteration 40F: 3 clusters Score -1.534322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -15343252.000000 Penalty: 5778.584473
	Iteration 41Q: 3 clusters Score -1.534325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 113163 members 
Entering Unmasked Estep 
Score: -15343239.000000 Penalty: 5778.584473
	Iteration 42Q: 3 clusters Score -1.534324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -15343255.000000 Penalty: 5778.584473
	Iteration 43Q: 3 clusters Score -1.534326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -15343267.000000 Penalty: 5778.584473
	Iteration 44Q: 3 clusters Score -1.534327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -15343287.000000 Penalty: 5778.584473
	Iteration 45Q: 3 clusters Score -1.534329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -15343309.000000 Penalty: 5778.584473
	Iteration 46Q: 3 clusters Score -1.534331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 113286 members 
Entering Unmasked Estep 
Score: -15343320.000000 Penalty: 5778.584473
	Iteration 47Q: 3 clusters Score -1.534332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -15343327.000000 Penalty: 5778.584473
	Iteration 48Q: 3 clusters Score -1.534333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -15343332.000000 Penalty: 5778.584473
	Iteration 49Q: 3 clusters Score -1.534333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -15343354.000000 Penalty: 5778.584473
	Iteration 50Q: 3 clusters Score -1.534335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -15343347.000000 Penalty: 5778.584473
	Iteration 51Q: 3 clusters Score -1.534335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -15343349.000000 Penalty: 5778.584473
	Iteration 52Q: 3 clusters Score -1.534335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -15343355.000000 Penalty: 5778.584473
	Iteration 53Q: 3 clusters Score -1.534336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -15343360.000000 Penalty: 5778.584473
	Iteration 54Q: 3 clusters Score -1.534336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -15343366.000000 Penalty: 5778.584473
	Iteration 55Q: 3 clusters Score -1.534337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -15343373.000000 Penalty: 5778.584473
	Iteration 56Q: 3 clusters Score -1.534337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -15343378.000000 Penalty: 5778.584473
	Iteration 57Q: 3 clusters Score -1.534338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 113472 members 
Entering Unmasked Estep 
Score: -15343367.000000 Penalty: 5778.584473
	Iteration 58Q: 3 clusters Score -1.534337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -15343371.000000 Penalty: 5778.584473
	Iteration 59Q: 3 clusters Score -1.534337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -15343377.000000 Penalty: 5778.584473
	Iteration 60F: 3 clusters Score -1.534338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -15343372.000000 Penalty: 5778.584473
	Iteration 61Q: 3 clusters Score -1.534337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -15343368.000000 Penalty: 5778.584473
	Iteration 62Q: 3 clusters Score -1.534337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -15343376.000000 Penalty: 5778.584473
	Iteration 63Q: 3 clusters Score -1.534338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -15343380.000000 Penalty: 5778.584473
	Iteration 64Q: 3 clusters Score -1.534338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -15343385.000000 Penalty: 5778.584473
	Iteration 65Q: 3 clusters Score -1.534338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -15343385.000000 Penalty: 5778.584473
	Iteration 66F: 3 clusters Score -1.534338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106963.054688 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -106963.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107546.820312 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107546.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108242.125000 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -108242.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -108829.273438 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -108829.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109229.960938 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -109230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -109413.843750 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -109413.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -109588.382812 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -109588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -109879.804688 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -109879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -110050.273438 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -110050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110068.039062 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -110068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -110076.195312 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -110076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -110076.195312 Penalty: 3397.662598
	Iteration 11F: 3 clusters Score -110076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 69311 members 
Mstep: Class 6 contains 114734 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66101 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97586 members 
Mstep: Class 16 contains 175940 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 176543 members 
Mstep: Class 19 contains 47821 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122620 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
Score: -135281712.000000 Penalty: 75562.656250
Splitting cluster 7 changes total score from -135282016.000000 to -135281712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -421104.656250 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -421104.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -417599.843750 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -417599.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -418514.687500 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -418514.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -418864.250000 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -418864.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -419095.062500 Penalty: 4035.567871
	Iteration 3F: 3 clusters Score -419095.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -419295.781250 Penalty: 4035.567871
	Iteration 4Q: 3 clusters Score -419295.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -419439.250000 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -419439.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -419559.593750 Penalty: 4035.567871
	Iteration 6Q: 3 clusters Score -419559.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -419631.437500 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -419631.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -419690.125000 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -419690.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -419720.687500 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -419720.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -419747.843750 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -419747.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -419763.968750 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -419764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -419778.156250 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -419778.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -419788.250000 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -419788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -419792.781250 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -419792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -419794.875000 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -419794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -419798.781250 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -419798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -419803.375000 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -419803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -419812.000000 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -419812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -419815.500000 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -419815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -419819.718750 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -419819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -419823.031250 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -419823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -419827.187500 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -419827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -419830.875000 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -419830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -419833.625000 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -419833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -419834.343750 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -419834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -419835.125000 Penalty: 4035.567871
	Iteration 26Q: 3 clusters Score -419835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419836.093750 Penalty: 4035.567871
	Iteration 27Q: 3 clusters Score -419836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -419835.156250 Penalty: 4035.567871
	Iteration 28Q: 3 clusters Score -419835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419837.000000 Penalty: 4035.567871
	Iteration 29Q: 3 clusters Score -419837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -419838.500000 Penalty: 4035.567871
	Iteration 30Q: 3 clusters Score -419838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419839.031250 Penalty: 4035.567871
	Iteration 31Q: 3 clusters Score -419839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419840.281250 Penalty: 4035.567871
	Iteration 32Q: 3 clusters Score -419840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -419842.125000 Penalty: 4035.567871
	Iteration 33Q: 3 clusters Score -419842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419845.281250 Penalty: 4035.567871
	Iteration 34Q: 3 clusters Score -419845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419846.031250 Penalty: 4035.567871
	Iteration 35Q: 3 clusters Score -419846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419846.906250 Penalty: 4035.567871
	Iteration 36Q: 3 clusters Score -419846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -419847.406250 Penalty: 4035.567871
	Iteration 37Q: 3 clusters Score -419847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -419847.656250 Penalty: 4035.567871
	Iteration 38Q: 3 clusters Score -419847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -419848.437500 Penalty: 4035.567871
	Iteration 39Q: 3 clusters Score -419848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -419848.937500 Penalty: 4035.567871
	Iteration 40F: 3 clusters Score -419848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419849.468750 Penalty: 4035.567871
	Iteration 41Q: 3 clusters Score -419849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419850.125000 Penalty: 4035.567871
	Iteration 42Q: 3 clusters Score -419850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419850.218750 Penalty: 4035.567871
	Iteration 43Q: 3 clusters Score -419850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419850.187500 Penalty: 4035.567871
	Iteration 44Q: 3 clusters Score -419850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419850.562500 Penalty: 4035.567871
	Iteration 45Q: 3 clusters Score -419850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419850.562500 Penalty: 4035.567871
	Iteration 46F: 3 clusters Score -419850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Entering Unmasked Estep 
Score: -6034604.000000 Penalty: 2657.021240
	Iteration 0F: 2 clusters Score -6034604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -6004051.000000 Penalty: 5314.042480
	Iteration 0F: 3 clusters Score -6004051 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -6015546.000000 Penalty: 5314.042480
	Iteration 1F: 3 clusters Score -6015546 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -6016093.000000 Penalty: 5314.042480
	Iteration 2Q: 3 clusters Score -6016093 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -6016661.000000 Penalty: 5314.042480
	Iteration 3Q: 3 clusters Score -6016661 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6017379.000000 Penalty: 5314.042480
	Iteration 4Q: 3 clusters Score -6017379 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6018389.000000 Penalty: 5314.042480
	Iteration 5Q: 3 clusters Score -6018389 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6019822.000000 Penalty: 5314.042480
	Iteration 6F: 3 clusters Score -6019822 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -6021959.500000 Penalty: 5314.042480
	Iteration 7F: 3 clusters Score -6021960 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -6024797.000000 Penalty: 5314.042480
	Iteration 8F: 3 clusters Score -6024797 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6027591.500000 Penalty: 5314.042480
	Iteration 9F: 3 clusters Score -6027592 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6029695.500000 Penalty: 5314.042480
	Iteration 10F: 3 clusters Score -6029696 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6031024.500000 Penalty: 5314.042480
	Iteration 11Q: 3 clusters Score -6031024 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6031704.500000 Penalty: 5314.042480
	Iteration 12Q: 3 clusters Score -6031704 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6032083.000000 Penalty: 5314.042480
	Iteration 13Q: 3 clusters Score -6032083 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6032290.000000 Penalty: 5314.042480
	Iteration 14Q: 3 clusters Score -6032290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6032398.000000 Penalty: 5314.042480
	Iteration 15Q: 3 clusters Score -6032398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6032451.000000 Penalty: 5314.042480
	Iteration 16Q: 3 clusters Score -6032451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6032486.000000 Penalty: 5314.042480
	Iteration 17Q: 3 clusters Score -6032486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6032525.500000 Penalty: 5314.042480
	Iteration 18Q: 3 clusters Score -6032526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6032559.000000 Penalty: 5314.042480
	Iteration 19Q: 3 clusters Score -6032559 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6032572.500000 Penalty: 5314.042480
	Iteration 20F: 3 clusters Score -6032572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6032589.500000 Penalty: 5314.042480
	Iteration 21Q: 3 clusters Score -6032590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6032611.000000 Penalty: 5314.042480
	Iteration 22Q: 3 clusters Score -6032611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6032623.000000 Penalty: 5314.042480
	Iteration 23Q: 3 clusters Score -6032623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6032638.000000 Penalty: 5314.042480
	Iteration 24Q: 3 clusters Score -6032638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6032655.500000 Penalty: 5314.042480
	Iteration 25Q: 3 clusters Score -6032656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6032671.500000 Penalty: 5314.042480
	Iteration 26Q: 3 clusters Score -6032672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6032686.000000 Penalty: 5314.042480
	Iteration 27Q: 3 clusters Score -6032686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6032692.000000 Penalty: 5314.042480
	Iteration 28Q: 3 clusters Score -6032692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6032700.500000 Penalty: 5314.042480
	Iteration 29Q: 3 clusters Score -6032700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6032710.000000 Penalty: 5314.042480
	Iteration 30Q: 3 clusters Score -6032710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6032718.000000 Penalty: 5314.042480
	Iteration 31Q: 3 clusters Score -6032718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6032721.500000 Penalty: 5314.042480
	Iteration 32Q: 3 clusters Score -6032722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6032732.000000 Penalty: 5314.042480
	Iteration 33Q: 3 clusters Score -6032732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6032740.500000 Penalty: 5314.042480
	Iteration 34Q: 3 clusters Score -6032740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6032747.000000 Penalty: 5314.042480
	Iteration 35Q: 3 clusters Score -6032747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6032766.500000 Penalty: 5314.042480
	Iteration 36Q: 3 clusters Score -6032766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6032768.500000 Penalty: 5314.042480
	Iteration 37Q: 3 clusters Score -6032768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6032765.500000 Penalty: 5314.042480
	Iteration 38Q: 3 clusters Score -6032766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6032781.000000 Penalty: 5314.042480
	Iteration 39Q: 3 clusters Score -6032781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6032797.000000 Penalty: 5314.042480
	Iteration 40F: 3 clusters Score -6032797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6032805.000000 Penalty: 5314.042480
	Iteration 41Q: 3 clusters Score -6032805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6032829.500000 Penalty: 5314.042480
	Iteration 42Q: 3 clusters Score -6032830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6032839.000000 Penalty: 5314.042480
	Iteration 43Q: 3 clusters Score -6032839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6032846.000000 Penalty: 5314.042480
	Iteration 44Q: 3 clusters Score -6032846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6032862.000000 Penalty: 5314.042480
	Iteration 45Q: 3 clusters Score -6032862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6032864.000000 Penalty: 5314.042480
	Iteration 46Q: 3 clusters Score -6032864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6032872.000000 Penalty: 5314.042480
	Iteration 47Q: 3 clusters Score -6032872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6032881.500000 Penalty: 5314.042480
	Iteration 48Q: 3 clusters Score -6032882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6032881.500000 Penalty: 5314.042480
	Iteration 49Q: 3 clusters Score -6032882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6032903.000000 Penalty: 5314.042480
	Iteration 50Q: 3 clusters Score -6032903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6032904.500000 Penalty: 5314.042480
	Iteration 51Q: 3 clusters Score -6032904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6032898.500000 Penalty: 5314.042480
	Iteration 52Q: 3 clusters Score -6032898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6032911.500000 Penalty: 5314.042480
	Iteration 53Q: 3 clusters Score -6032912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6032913.500000 Penalty: 5314.042480
	Iteration 54Q: 3 clusters Score -6032914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6032914.000000 Penalty: 5314.042480
	Iteration 55Q: 3 clusters Score -6032914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6032920.500000 Penalty: 5314.042480
	Iteration 56Q: 3 clusters Score -6032920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6032918.500000 Penalty: 5314.042480
	Iteration 57Q: 3 clusters Score -6032918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6032918.000000 Penalty: 5314.042480
	Iteration 58Q: 3 clusters Score -6032918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6032918.500000 Penalty: 5314.042480
	Iteration 59Q: 3 clusters Score -6032918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6032918.500000 Penalty: 5314.042480
	Iteration 60F: 3 clusters Score -6032918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -193637.921875 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -193637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -191345.515625 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -191345.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191683.187500 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -191683.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191781.859375 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -191781.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -191847.437500 Penalty: 3619.020996
	Iteration 3Q: 3 clusters Score -191847.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191892.218750 Penalty: 3619.020996
	Iteration 4Q: 3 clusters Score -191892.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191939.312500 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -191939.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -191984.609375 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -191984.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192011.546875 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -192011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -192030.859375 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -192030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192044.281250 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -192044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -192052.906250 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -192052.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192062.265625 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -192062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192070.625000 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -192070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192074.828125 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -192074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -192081.109375 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -192081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192081.593750 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -192081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192081.593750 Penalty: 3619.020996
	Iteration 16F: 3 clusters Score -192081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Entering Unmasked Estep 
Score: -8851160.000000 Penalty: 2752.536865
	Iteration 0F: 2 clusters Score -8851160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8806698.000000 Penalty: 5505.073730
	Iteration 0F: 3 clusters Score -8806698 nChanged 30979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -8824275.000000 Penalty: 5505.073730
	Iteration 1F: 3 clusters Score -8824275 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8825225.000000 Penalty: 5505.073730
	Iteration 2Q: 3 clusters Score -8825225 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -8826571.000000 Penalty: 5505.073730
	Iteration 3Q: 3 clusters Score -8826571 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -8828367.000000 Penalty: 5505.073730
	Iteration 4F: 3 clusters Score -8828367 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -8830877.000000 Penalty: 5505.073730
	Iteration 5F: 3 clusters Score -8830877 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8834285.000000 Penalty: 5505.073730
	Iteration 6F: 3 clusters Score -8834285 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -8838218.000000 Penalty: 5505.073730
	Iteration 7F: 3 clusters Score -8838218 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -8842049.000000 Penalty: 5505.073730
	Iteration 8F: 3 clusters Score -8842049 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -8844527.000000 Penalty: 5505.073730
	Iteration 9Q: 3 clusters Score -8844527 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -8845607.000000 Penalty: 5505.073730
	Iteration 10Q: 3 clusters Score -8845607 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -8846071.000000 Penalty: 5505.073730
	Iteration 11Q: 3 clusters Score -8846071 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -8846338.000000 Penalty: 5505.073730
	Iteration 12Q: 3 clusters Score -8846338 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -8846602.000000 Penalty: 5505.073730
	Iteration 13Q: 3 clusters Score -8846602 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -8846828.000000 Penalty: 5505.073730
	Iteration 14Q: 3 clusters Score -8846828 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8847013.000000 Penalty: 5505.073730
	Iteration 15Q: 3 clusters Score -8847013 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8847180.000000 Penalty: 5505.073730
	Iteration 16Q: 3 clusters Score -8847180 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -8847308.000000 Penalty: 5505.073730
	Iteration 17Q: 3 clusters Score -8847308 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -8847448.000000 Penalty: 5505.073730
	Iteration 18Q: 3 clusters Score -8847448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8847591.000000 Penalty: 5505.073730
	Iteration 19Q: 3 clusters Score -8847591 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8847671.000000 Penalty: 5505.073730
	Iteration 20F: 3 clusters Score -8847671 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8847758.000000 Penalty: 5505.073730
	Iteration 21Q: 3 clusters Score -8847758 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -8847862.000000 Penalty: 5505.073730
	Iteration 22Q: 3 clusters Score -8847862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8847958.000000 Penalty: 5505.073730
	Iteration 23Q: 3 clusters Score -8847958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8848055.000000 Penalty: 5505.073730
	Iteration 24Q: 3 clusters Score -8848055 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8848129.000000 Penalty: 5505.073730
	Iteration 25Q: 3 clusters Score -8848129 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8848223.000000 Penalty: 5505.073730
	Iteration 26Q: 3 clusters Score -8848223 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -8848255.000000 Penalty: 5505.073730
	Iteration 27Q: 3 clusters Score -8848255 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -8848311.000000 Penalty: 5505.073730
	Iteration 28Q: 3 clusters Score -8848311 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8848349.000000 Penalty: 5505.073730
	Iteration 29Q: 3 clusters Score -8848349 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -8848392.000000 Penalty: 5505.073730
	Iteration 30Q: 3 clusters Score -8848392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8848420.000000 Penalty: 5505.073730
	Iteration 31Q: 3 clusters Score -8848420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8848439.000000 Penalty: 5505.073730
	Iteration 32Q: 3 clusters Score -8848439 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8848469.000000 Penalty: 5505.073730
	Iteration 33Q: 3 clusters Score -8848469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8848494.000000 Penalty: 5505.073730
	Iteration 34Q: 3 clusters Score -8848494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8848532.000000 Penalty: 5505.073730
	Iteration 35Q: 3 clusters Score -8848532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8848555.000000 Penalty: 5505.073730
	Iteration 36Q: 3 clusters Score -8848555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8848579.000000 Penalty: 5505.073730
	Iteration 37Q: 3 clusters Score -8848579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8848577.000000 Penalty: 5505.073730
	Iteration 38Q: 3 clusters Score -8848577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8848602.000000 Penalty: 5505.073730
	Iteration 39Q: 3 clusters Score -8848602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8848632.000000 Penalty: 5505.073730
	Iteration 40F: 3 clusters Score -8848632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8848632.000000 Penalty: 5505.073730
	Iteration 41Q: 3 clusters Score -8848632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8848642.000000 Penalty: 5505.073730
	Iteration 42Q: 3 clusters Score -8848642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8848662.000000 Penalty: 5505.073730
	Iteration 43Q: 3 clusters Score -8848662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8848666.000000 Penalty: 5505.073730
	Iteration 44Q: 3 clusters Score -8848666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8848667.000000 Penalty: 5505.073730
	Iteration 45Q: 3 clusters Score -8848667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8848682.000000 Penalty: 5505.073730
	Iteration 46Q: 3 clusters Score -8848682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8848704.000000 Penalty: 5505.073730
	Iteration 47Q: 3 clusters Score -8848704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8848704.000000 Penalty: 5505.073730
	Iteration 48Q: 3 clusters Score -8848704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8848726.000000 Penalty: 5505.073730
	Iteration 49Q: 3 clusters Score -8848726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8848746.000000 Penalty: 5505.073730
	Iteration 50Q: 3 clusters Score -8848746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8848773.000000 Penalty: 5505.073730
	Iteration 51Q: 3 clusters Score -8848773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5505.073730
	Iteration 52Q: 3 clusters Score -8848782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8848791.000000 Penalty: 5505.073730
	Iteration 53Q: 3 clusters Score -8848791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5505.073730
	Iteration 54Q: 3 clusters Score -8848801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8848805.000000 Penalty: 5505.073730
	Iteration 55Q: 3 clusters Score -8848805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8848814.000000 Penalty: 5505.073730
	Iteration 56Q: 3 clusters Score -8848814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8848812.000000 Penalty: 5505.073730
	Iteration 57Q: 3 clusters Score -8848812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8848820.000000 Penalty: 5505.073730
	Iteration 58Q: 3 clusters Score -8848820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8848809.000000 Penalty: 5505.073730
	Iteration 59Q: 3 clusters Score -8848809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8848814.000000 Penalty: 5505.073730
	Iteration 60F: 3 clusters Score -8848814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8848821.000000 Penalty: 5505.073730
	Iteration 61Q: 3 clusters Score -8848821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8848825.000000 Penalty: 5505.073730
	Iteration 62Q: 3 clusters Score -8848825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8848836.000000 Penalty: 5505.073730
	Iteration 63Q: 3 clusters Score -8848836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8848841.000000 Penalty: 5505.073730
	Iteration 64Q: 3 clusters Score -8848841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8848847.000000 Penalty: 5505.073730
	Iteration 65Q: 3 clusters Score -8848847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8848842.000000 Penalty: 5505.073730
	Iteration 66Q: 3 clusters Score -8848842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8848843.000000 Penalty: 5505.073730
	Iteration 67Q: 3 clusters Score -8848843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8848841.000000 Penalty: 5505.073730
	Iteration 68Q: 3 clusters Score -8848841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8848839.000000 Penalty: 5505.073730
	Iteration 69Q: 3 clusters Score -8848839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8848848.000000 Penalty: 5505.073730
	Iteration 70Q: 3 clusters Score -8848848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8848838.000000 Penalty: 5505.073730
	Iteration 71Q: 3 clusters Score -8848838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8848848.000000 Penalty: 5505.073730
	Iteration 72Q: 3 clusters Score -8848848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8848851.000000 Penalty: 5505.073730
	Iteration 73Q: 3 clusters Score -8848851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8848855.000000 Penalty: 5505.073730
	Iteration 74Q: 3 clusters Score -8848855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8848858.000000 Penalty: 5505.073730
	Iteration 75Q: 3 clusters Score -8848858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8848853.000000 Penalty: 5505.073730
	Iteration 76Q: 3 clusters Score -8848853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8848853.000000 Penalty: 5505.073730
	Iteration 77Q: 3 clusters Score -8848853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8848849.000000 Penalty: 5505.073730
	Iteration 78Q: 3 clusters Score -8848849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8848847.000000 Penalty: 5505.073730
	Iteration 79Q: 3 clusters Score -8848847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8848845.000000 Penalty: 5505.073730
	Iteration 80F: 3 clusters Score -8848845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8848842.000000 Penalty: 5505.073730
	Iteration 81Q: 3 clusters Score -8848842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8848849.000000 Penalty: 5505.073730
	Iteration 82Q: 3 clusters Score -8848849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8848853.000000 Penalty: 5505.073730
	Iteration 83Q: 3 clusters Score -8848853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8848858.000000 Penalty: 5505.073730
	Iteration 84Q: 3 clusters Score -8848858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8848863.000000 Penalty: 5505.073730
	Iteration 85Q: 3 clusters Score -8848863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8848866.000000 Penalty: 5505.073730
	Iteration 86Q: 3 clusters Score -8848866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8848871.000000 Penalty: 5505.073730
	Iteration 87Q: 3 clusters Score -8848871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8848864.000000 Penalty: 5505.073730
	Iteration 88Q: 3 clusters Score -8848864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8848873.000000 Penalty: 5505.073730
	Iteration 89Q: 3 clusters Score -8848873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8848880.000000 Penalty: 5505.073730
	Iteration 90Q: 3 clusters Score -8848880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8848878.000000 Penalty: 5505.073730
	Iteration 91Q: 3 clusters Score -8848878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8848884.000000 Penalty: 5505.073730
	Iteration 92Q: 3 clusters Score -8848884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8848878.000000 Penalty: 5505.073730
	Iteration 93Q: 3 clusters Score -8848878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8848876.000000 Penalty: 5505.073730
	Iteration 94Q: 3 clusters Score -8848876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8848885.000000 Penalty: 5505.073730
	Iteration 95Q: 3 clusters Score -8848885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8848873.000000 Penalty: 5505.073730
	Iteration 96Q: 3 clusters Score -8848873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8848877.000000 Penalty: 5505.073730
	Iteration 97Q: 3 clusters Score -8848877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8848880.000000 Penalty: 5505.073730
	Iteration 98Q: 3 clusters Score -8848880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8848876.000000 Penalty: 5505.073730
	Iteration 99Q: 3 clusters Score -8848876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8848883.000000 Penalty: 5505.073730
	Iteration 100F: 3 clusters Score -8848883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8848889.000000 Penalty: 5505.073730
	Iteration 101Q: 3 clusters Score -8848889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8848895.000000 Penalty: 5505.073730
	Iteration 102Q: 3 clusters Score -8848895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8848901.000000 Penalty: 5505.073730
	Iteration 103Q: 3 clusters Score -8848901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8848897.000000 Penalty: 5505.073730
	Iteration 104Q: 3 clusters Score -8848897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8848891.000000 Penalty: 5505.073730
	Iteration 105Q: 3 clusters Score -8848891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8848898.000000 Penalty: 5505.073730
	Iteration 106Q: 3 clusters Score -8848898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8848898.000000 Penalty: 5505.073730
	Iteration 107F: 3 clusters Score -8848898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -158039.500000 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -158039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155942.187500 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -155942.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156274.765625 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -156274.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156360.296875 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -156360.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156402.656250 Penalty: 3515.022217
	Iteration 3Q: 3 clusters Score -156402.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156418.109375 Penalty: 3515.022217
	Iteration 4Q: 3 clusters Score -156418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156427.750000 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -156427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -156434.406250 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -156434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156442.750000 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -156442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156452.843750 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -156452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156456.468750 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -156456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156457.375000 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -156457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156459.984375 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -156460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156462.171875 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -156462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156467.875000 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -156467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156468.843750 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -156468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156470.312500 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -156470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156470.312500 Penalty: 3515.022217
	Iteration 16F: 3 clusters Score -156470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -132933.109375 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -132933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130945.125000 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -130945.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131562.140625 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -131562.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132081.281250 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -132081.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132690.687500 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -132690.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -133127.125000 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -133127.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133266.437500 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -133266.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133322.734375 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -133322.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133343.140625 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -133343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133350.140625 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -133350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -133359.781250 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -133359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -133365.453125 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -133365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -133368.921875 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -133368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -133370.250000 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -133370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -133373.281250 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -133373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133377.078125 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -133377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133378.343750 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -133378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -133378.343750 Penalty: 3477.562012
	Iteration 16F: 3 clusters Score -133378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 69311 members 
Mstep: Class 6 contains 114734 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66101 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97586 members 
Mstep: Class 16 contains 175940 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 176543 members 
Mstep: Class 19 contains 47821 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122620 members 
Mstep: Class 22 contains 921 members 
Entering Unmasked Estep 
Score: -135280912.000000 Penalty: 75562.656250
Splitting cluster 13 changes total score from -135282016.000000 to -135280912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -68422.398438 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -68422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66847.039062 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -66847.04 nChanged 95
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: -67004.218750 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -67004.22 nChanged 25
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: -67042.906250 Penalty: 3127.912598
	Iteration 2Q: 3 clusters Score -67042.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67056.218750 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -67056.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67059.648438 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -67059.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67061.078125 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -67061.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67061.078125 Penalty: 3127.912598
	Iteration 6F: 3 clusters Score -67061.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Entering Unmasked Estep 
Score: -13070321.000000 Penalty: 2849.145264
	Iteration 0F: 2 clusters Score -1.307032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -13005119.000000 Penalty: 5698.290527
	Iteration 0F: 3 clusters Score -1.300512e+07 nChanged 46118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -13031826.000000 Penalty: 5698.290527
	Iteration 1F: 3 clusters Score -1.303183e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -13033030.000000 Penalty: 5698.290527
	Iteration 2Q: 3 clusters Score -1.303303e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -13034572.000000 Penalty: 5698.290527
	Iteration 3Q: 3 clusters Score -1.303457e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -13036598.000000 Penalty: 5698.290527
	Iteration 4Q: 3 clusters Score -1.30366e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -13039219.000000 Penalty: 5698.290527
	Iteration 5Q: 3 clusters Score -1.303922e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -13042285.000000 Penalty: 5698.290527
	Iteration 6F: 3 clusters Score -1.304228e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -13046049.000000 Penalty: 5698.290527
	Iteration 7F: 3 clusters Score -1.304605e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -13049926.000000 Penalty: 5698.290527
	Iteration 8F: 3 clusters Score -1.304993e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -13053346.000000 Penalty: 5698.290527
	Iteration 9F: 3 clusters Score -1.305335e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -13055393.000000 Penalty: 5698.290527
	Iteration 10Q: 3 clusters Score -1.305539e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -13056337.000000 Penalty: 5698.290527
	Iteration 11Q: 3 clusters Score -1.305634e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -13056760.000000 Penalty: 5698.290527
	Iteration 12Q: 3 clusters Score -1.305676e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -13057035.000000 Penalty: 5698.290527
	Iteration 13Q: 3 clusters Score -1.305704e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -13057220.000000 Penalty: 5698.290527
	Iteration 14Q: 3 clusters Score -1.305722e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -13057452.000000 Penalty: 5698.290527
	Iteration 15Q: 3 clusters Score -1.305745e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -13057737.000000 Penalty: 5698.290527
	Iteration 16Q: 3 clusters Score -1.305774e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -13057907.000000 Penalty: 5698.290527
	Iteration 17Q: 3 clusters Score -1.305791e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -13058089.000000 Penalty: 5698.290527
	Iteration 18Q: 3 clusters Score -1.305809e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -13058227.000000 Penalty: 5698.290527
	Iteration 19Q: 3 clusters Score -1.305823e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -13058382.000000 Penalty: 5698.290527
	Iteration 20F: 3 clusters Score -1.305838e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -13058614.000000 Penalty: 5698.290527
	Iteration 21Q: 3 clusters Score -1.305861e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -13058862.000000 Penalty: 5698.290527
	Iteration 22Q: 3 clusters Score -1.305886e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -13059055.000000 Penalty: 5698.290527
	Iteration 23Q: 3 clusters Score -1.305906e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -13059267.000000 Penalty: 5698.290527
	Iteration 24Q: 3 clusters Score -1.305927e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -13059520.000000 Penalty: 5698.290527
	Iteration 25Q: 3 clusters Score -1.305952e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -13059858.000000 Penalty: 5698.290527
	Iteration 26Q: 3 clusters Score -1.305986e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -13060157.000000 Penalty: 5698.290527
	Iteration 27Q: 3 clusters Score -1.306016e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -13060431.000000 Penalty: 5698.290527
	Iteration 28Q: 3 clusters Score -1.306043e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -13060862.000000 Penalty: 5698.290527
	Iteration 29Q: 3 clusters Score -1.306086e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -13061191.000000 Penalty: 5698.290527
	Iteration 30Q: 3 clusters Score -1.306119e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -13061639.000000 Penalty: 5698.290527
	Iteration 31Q: 3 clusters Score -1.306164e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -13061996.000000 Penalty: 5698.290527
	Iteration 32Q: 3 clusters Score -1.3062e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -13062431.000000 Penalty: 5698.290527
	Iteration 33Q: 3 clusters Score -1.306243e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -13062921.000000 Penalty: 5698.290527
	Iteration 34Q: 3 clusters Score -1.306292e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -13063450.000000 Penalty: 5698.290527
	Iteration 35Q: 3 clusters Score -1.306345e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -13063974.000000 Penalty: 5698.290527
	Iteration 36Q: 3 clusters Score -1.306397e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -13064363.000000 Penalty: 5698.290527
	Iteration 37Q: 3 clusters Score -1.306436e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -13064808.000000 Penalty: 5698.290527
	Iteration 38Q: 3 clusters Score -1.306481e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -13065290.000000 Penalty: 5698.290527
	Iteration 39Q: 3 clusters Score -1.306529e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -13065693.000000 Penalty: 5698.290527
	Iteration 40F: 3 clusters Score -1.306569e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -13066123.000000 Penalty: 5698.290527
	Iteration 41Q: 3 clusters Score -1.306612e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -13066406.000000 Penalty: 5698.290527
	Iteration 42Q: 3 clusters Score -1.306641e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -13066664.000000 Penalty: 5698.290527
	Iteration 43Q: 3 clusters Score -1.306666e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -13066834.000000 Penalty: 5698.290527
	Iteration 44Q: 3 clusters Score -1.306683e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -13067031.000000 Penalty: 5698.290527
	Iteration 45Q: 3 clusters Score -1.306703e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -13067176.000000 Penalty: 5698.290527
	Iteration 46Q: 3 clusters Score -1.306718e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -13067337.000000 Penalty: 5698.290527
	Iteration 47Q: 3 clusters Score -1.306734e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -13067441.000000 Penalty: 5698.290527
	Iteration 48Q: 3 clusters Score -1.306744e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -13067548.000000 Penalty: 5698.290527
	Iteration 49Q: 3 clusters Score -1.306755e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -13067608.000000 Penalty: 5698.290527
	Iteration 50Q: 3 clusters Score -1.306761e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -13067657.000000 Penalty: 5698.290527
	Iteration 51Q: 3 clusters Score -1.306766e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -13067710.000000 Penalty: 5698.290527
	Iteration 52Q: 3 clusters Score -1.306771e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -13067758.000000 Penalty: 5698.290527
	Iteration 53Q: 3 clusters Score -1.306776e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -13067788.000000 Penalty: 5698.290527
	Iteration 54Q: 3 clusters Score -1.306779e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -13067821.000000 Penalty: 5698.290527
	Iteration 55Q: 3 clusters Score -1.306782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -13067848.000000 Penalty: 5698.290527
	Iteration 56Q: 3 clusters Score -1.306785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -13067874.000000 Penalty: 5698.290527
	Iteration 57Q: 3 clusters Score -1.306787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -13067898.000000 Penalty: 5698.290527
	Iteration 58Q: 3 clusters Score -1.30679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -13067912.000000 Penalty: 5698.290527
	Iteration 59Q: 3 clusters Score -1.306791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 96553 members 
Entering Unmasked Estep 
Score: -13067931.000000 Penalty: 5698.290527
	Iteration 60F: 3 clusters Score -1.306793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -13067943.000000 Penalty: 5698.290527
	Iteration 61Q: 3 clusters Score -1.306794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -13067964.000000 Penalty: 5698.290527
	Iteration 62Q: 3 clusters Score -1.306796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -13067968.000000 Penalty: 5698.290527
	Iteration 63Q: 3 clusters Score -1.306797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -13067969.000000 Penalty: 5698.290527
	Iteration 64Q: 3 clusters Score -1.306797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -13067963.000000 Penalty: 5698.290527
	Iteration 65Q: 3 clusters Score -1.306796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -13067978.000000 Penalty: 5698.290527
	Iteration 66Q: 3 clusters Score -1.306798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -13067978.000000 Penalty: 5698.290527
	Iteration 67Q: 3 clusters Score -1.306798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -13067997.000000 Penalty: 5698.290527
	Iteration 68Q: 3 clusters Score -1.3068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -13068002.000000 Penalty: 5698.290527
	Iteration 69Q: 3 clusters Score -1.3068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -13068003.000000 Penalty: 5698.290527
	Iteration 70Q: 3 clusters Score -1.3068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -13067993.000000 Penalty: 5698.290527
	Iteration 71Q: 3 clusters Score -1.306799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -13068000.000000 Penalty: 5698.290527
	Iteration 72Q: 3 clusters Score -1.3068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -13067995.000000 Penalty: 5698.290527
	Iteration 73Q: 3 clusters Score -1.3068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -13067995.000000 Penalty: 5698.290527
	Iteration 74F: 3 clusters Score -1.3068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Entering Unmasked Estep 
Score: -23392758.000000 Penalty: 2995.318604
	Iteration 0F: 2 clusters Score -2.339276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -23276818.000000 Penalty: 5990.637207
	Iteration 0F: 3 clusters Score -2.327682e+07 nChanged 84406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -23326522.000000 Penalty: 5990.637207
	Iteration 1F: 3 clusters Score -2.332652e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -23328666.000000 Penalty: 5990.637207
	Iteration 2Q: 3 clusters Score -2.332867e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -23332006.000000 Penalty: 5990.637207
	Iteration 3Q: 3 clusters Score -2.333201e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -23337746.000000 Penalty: 5990.637207
	Iteration 4F: 3 clusters Score -2.333775e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -23346610.000000 Penalty: 5990.637207
	Iteration 5F: 3 clusters Score -2.334661e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -23357922.000000 Penalty: 5990.637207
	Iteration 6F: 3 clusters Score -2.335792e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -23368298.000000 Penalty: 5990.637207
	Iteration 7F: 3 clusters Score -2.33683e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -23375254.000000 Penalty: 5990.637207
	Iteration 8Q: 3 clusters Score -2.337525e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -23379664.000000 Penalty: 5990.637207
	Iteration 9Q: 3 clusters Score -2.337966e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -23382090.000000 Penalty: 5990.637207
	Iteration 10Q: 3 clusters Score -2.338209e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -23384070.000000 Penalty: 5990.637207
	Iteration 11Q: 3 clusters Score -2.338407e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 168540 members 
Entering Unmasked Estep 
Score: -23385450.000000 Penalty: 5990.637207
	Iteration 12Q: 3 clusters Score -2.338545e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -23386460.000000 Penalty: 5990.637207
	Iteration 13Q: 3 clusters Score -2.338646e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 171501 members 
Entering Unmasked Estep 
Score: -23387390.000000 Penalty: 5990.637207
	Iteration 14Q: 3 clusters Score -2.338739e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -23388062.000000 Penalty: 5990.637207
	Iteration 15Q: 3 clusters Score -2.338806e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -23388562.000000 Penalty: 5990.637207
	Iteration 16Q: 3 clusters Score -2.338856e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 173746 members 
Entering Unmasked Estep 
Score: -23388930.000000 Penalty: 5990.637207
	Iteration 17Q: 3 clusters Score -2.338893e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -23389198.000000 Penalty: 5990.637207
	Iteration 18Q: 3 clusters Score -2.33892e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -23389438.000000 Penalty: 5990.637207
	Iteration 19Q: 3 clusters Score -2.338944e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -23389588.000000 Penalty: 5990.637207
	Iteration 20F: 3 clusters Score -2.338959e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -23389716.000000 Penalty: 5990.637207
	Iteration 21Q: 3 clusters Score -2.338972e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 174881 members 
Entering Unmasked Estep 
Score: -23389798.000000 Penalty: 5990.637207
	Iteration 22Q: 3 clusters Score -2.33898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -23389840.000000 Penalty: 5990.637207
	Iteration 23Q: 3 clusters Score -2.338984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -23389890.000000 Penalty: 5990.637207
	Iteration 24Q: 3 clusters Score -2.338989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 175030 members 
Entering Unmasked Estep 
Score: -23389920.000000 Penalty: 5990.637207
	Iteration 25Q: 3 clusters Score -2.338992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 175072 members 
Entering Unmasked Estep 
Score: -23389962.000000 Penalty: 5990.637207
	Iteration 26Q: 3 clusters Score -2.338996e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -23389988.000000 Penalty: 5990.637207
	Iteration 27Q: 3 clusters Score -2.338999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -23390030.000000 Penalty: 5990.637207
	Iteration 28Q: 3 clusters Score -2.339003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 175175 members 
Entering Unmasked Estep 
Score: -23390064.000000 Penalty: 5990.637207
	Iteration 29Q: 3 clusters Score -2.339006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -23390054.000000 Penalty: 5990.637207
	Iteration 30Q: 3 clusters Score -2.339005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -23390072.000000 Penalty: 5990.637207
	Iteration 31Q: 3 clusters Score -2.339007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -23390092.000000 Penalty: 5990.637207
	Iteration 32Q: 3 clusters Score -2.339009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 175225 members 
Entering Unmasked Estep 
Score: -23390106.000000 Penalty: 5990.637207
	Iteration 33Q: 3 clusters Score -2.339011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -23390094.000000 Penalty: 5990.637207
	Iteration 34Q: 3 clusters Score -2.339009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -23390118.000000 Penalty: 5990.637207
	Iteration 35Q: 3 clusters Score -2.339012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -23390136.000000 Penalty: 5990.637207
	Iteration 36Q: 3 clusters Score -2.339014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -23390128.000000 Penalty: 5990.637207
	Iteration 37Q: 3 clusters Score -2.339013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 175262 members 
Entering Unmasked Estep 
Score: -23390140.000000 Penalty: 5990.637207
	Iteration 38Q: 3 clusters Score -2.339014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 175267 members 
Entering Unmasked Estep 
Score: -23390130.000000 Penalty: 5990.637207
	Iteration 39Q: 3 clusters Score -2.339013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -23390132.000000 Penalty: 5990.637207
	Iteration 40F: 3 clusters Score -2.339013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -23390148.000000 Penalty: 5990.637207
	Iteration 41Q: 3 clusters Score -2.339015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -23390128.000000 Penalty: 5990.637207
	Iteration 42Q: 3 clusters Score -2.339013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 175283 members 
Entering Unmasked Estep 
Score: -23390140.000000 Penalty: 5990.637207
	Iteration 43Q: 3 clusters Score -2.339014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -23390132.000000 Penalty: 5990.637207
	Iteration 44Q: 3 clusters Score -2.339013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 175289 members 
Entering Unmasked Estep 
Score: -23390150.000000 Penalty: 5990.637207
	Iteration 45Q: 3 clusters Score -2.339015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -23390146.000000 Penalty: 5990.637207
	Iteration 46Q: 3 clusters Score -2.339015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -23390146.000000 Penalty: 5990.637207
	Iteration 47Q: 3 clusters Score -2.339015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -23390144.000000 Penalty: 5990.637207
	Iteration 48Q: 3 clusters Score -2.339014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 175302 members 
Entering Unmasked Estep 
Score: -23390138.000000 Penalty: 5990.637207
	Iteration 49Q: 3 clusters Score -2.339014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 175307 members 
Entering Unmasked Estep 
Score: -23390152.000000 Penalty: 5990.637207
	Iteration 50Q: 3 clusters Score -2.339015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23390154.000000 Penalty: 5990.637207
	Iteration 51Q: 3 clusters Score -2.339015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23390152.000000 Penalty: 5990.637207
	Iteration 52Q: 3 clusters Score -2.339015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23390152.000000 Penalty: 5990.637207
	Iteration 53F: 3 clusters Score -2.339015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Entering Unmasked Estep 
Score: -4233091.500000 Penalty: 2567.805176
	Iteration 0F: 2 clusters Score -4233092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4211767.000000 Penalty: 5135.610352
	Iteration 0F: 3 clusters Score -4211767 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4219332.500000 Penalty: 5135.610352
	Iteration 1F: 3 clusters Score -4219332 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4219887.000000 Penalty: 5135.610352
	Iteration 2Q: 3 clusters Score -4219887 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4220384.500000 Penalty: 5135.610352
	Iteration 3Q: 3 clusters Score -4220384 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4221039.500000 Penalty: 5135.610352
	Iteration 4Q: 3 clusters Score -4221040 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4222047.500000 Penalty: 5135.610352
	Iteration 5F: 3 clusters Score -4222048 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4223552.000000 Penalty: 5135.610352
	Iteration 6F: 3 clusters Score -4223552 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4225542.500000 Penalty: 5135.610352
	Iteration 7F: 3 clusters Score -4225542 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4227702.500000 Penalty: 5135.610352
	Iteration 8F: 3 clusters Score -4227702 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4229362.000000 Penalty: 5135.610352
	Iteration 9F: 3 clusters Score -4229362 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4230180.500000 Penalty: 5135.610352
	Iteration 10Q: 3 clusters Score -4230180 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4230496.000000 Penalty: 5135.610352
	Iteration 11Q: 3 clusters Score -4230496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4230625.500000 Penalty: 5135.610352
	Iteration 12Q: 3 clusters Score -4230626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4230711.000000 Penalty: 5135.610352
	Iteration 13Q: 3 clusters Score -4230711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4230751.000000 Penalty: 5135.610352
	Iteration 14Q: 3 clusters Score -4230751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4230787.500000 Penalty: 5135.610352
	Iteration 15Q: 3 clusters Score -4230788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4230799.500000 Penalty: 5135.610352
	Iteration 16Q: 3 clusters Score -4230800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4230812.500000 Penalty: 5135.610352
	Iteration 17Q: 3 clusters Score -4230812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4230821.500000 Penalty: 5135.610352
	Iteration 18Q: 3 clusters Score -4230822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4230826.000000 Penalty: 5135.610352
	Iteration 19Q: 3 clusters Score -4230826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4230828.500000 Penalty: 5135.610352
	Iteration 20F: 3 clusters Score -4230828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4230834.500000 Penalty: 5135.610352
	Iteration 21Q: 3 clusters Score -4230834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4230833.000000 Penalty: 5135.610352
	Iteration 22Q: 3 clusters Score -4230833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4230833.000000 Penalty: 5135.610352
	Iteration 23F: 3 clusters Score -4230833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (176543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176543 members 
Entering Unmasked Estep 
Score: -23436246.000000 Penalty: 2996.167236
	Iteration 0F: 2 clusters Score -2.343625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -23323576.000000 Penalty: 5992.334473
	Iteration 0F: 3 clusters Score -2.332358e+07 nChanged 84602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -23372752.000000 Penalty: 5992.334473
	Iteration 1F: 3 clusters Score -2.337275e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -23373798.000000 Penalty: 5992.334473
	Iteration 2Q: 3 clusters Score -2.33738e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -23375260.000000 Penalty: 5992.334473
	Iteration 3Q: 3 clusters Score -2.337526e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -23377760.000000 Penalty: 5992.334473
	Iteration 4Q: 3 clusters Score -2.337776e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -23381606.000000 Penalty: 5992.334473
	Iteration 5Q: 3 clusters Score -2.338161e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -23388160.000000 Penalty: 5992.334473
	Iteration 6F: 3 clusters Score -2.338816e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -23397670.000000 Penalty: 5992.334473
	Iteration 7F: 3 clusters Score -2.339767e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -23408118.000000 Penalty: 5992.334473
	Iteration 8F: 3 clusters Score -2.340812e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -23416164.000000 Penalty: 5992.334473
	Iteration 9F: 3 clusters Score -2.341616e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -23421106.000000 Penalty: 5992.334473
	Iteration 10Q: 3 clusters Score -2.342111e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -23423656.000000 Penalty: 5992.334473
	Iteration 11Q: 3 clusters Score -2.342366e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157921 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -23425436.000000 Penalty: 5992.334473
	Iteration 12Q: 3 clusters Score -2.342544e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160425 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -23426710.000000 Penalty: 5992.334473
	Iteration 13Q: 3 clusters Score -2.342671e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162570 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -23427580.000000 Penalty: 5992.334473
	Iteration 14Q: 3 clusters Score -2.342758e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -23428512.000000 Penalty: 5992.334473
	Iteration 15Q: 3 clusters Score -2.342851e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166048 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -23429302.000000 Penalty: 5992.334473
	Iteration 16Q: 3 clusters Score -2.34293e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -23429980.000000 Penalty: 5992.334473
	Iteration 17Q: 3 clusters Score -2.342998e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -23430560.000000 Penalty: 5992.334473
	Iteration 18Q: 3 clusters Score -2.343056e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -23431008.000000 Penalty: 5992.334473
	Iteration 19Q: 3 clusters Score -2.343101e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -23431376.000000 Penalty: 5992.334473
	Iteration 20F: 3 clusters Score -2.343138e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -23431676.000000 Penalty: 5992.334473
	Iteration 21Q: 3 clusters Score -2.343168e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -23431954.000000 Penalty: 5992.334473
	Iteration 22Q: 3 clusters Score -2.343195e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -23432166.000000 Penalty: 5992.334473
	Iteration 23Q: 3 clusters Score -2.343217e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172412 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -23432326.000000 Penalty: 5992.334473
	Iteration 24Q: 3 clusters Score -2.343233e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -23432468.000000 Penalty: 5992.334473
	Iteration 25Q: 3 clusters Score -2.343247e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -23432564.000000 Penalty: 5992.334473
	Iteration 26Q: 3 clusters Score -2.343256e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173304 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -23432688.000000 Penalty: 5992.334473
	Iteration 27Q: 3 clusters Score -2.343269e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -23432778.000000 Penalty: 5992.334473
	Iteration 28Q: 3 clusters Score -2.343278e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173754 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23432880.000000 Penalty: 5992.334473
	Iteration 29Q: 3 clusters Score -2.343288e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -23432952.000000 Penalty: 5992.334473
	Iteration 30Q: 3 clusters Score -2.343295e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174070 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23433038.000000 Penalty: 5992.334473
	Iteration 31Q: 3 clusters Score -2.343304e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -23433080.000000 Penalty: 5992.334473
	Iteration 32Q: 3 clusters Score -2.343308e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174276 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -23433162.000000 Penalty: 5992.334473
	Iteration 33Q: 3 clusters Score -2.343316e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -23433188.000000 Penalty: 5992.334473
	Iteration 34Q: 3 clusters Score -2.343319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23433190.000000 Penalty: 5992.334473
	Iteration 35Q: 3 clusters Score -2.343319e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174441 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23433184.000000 Penalty: 5992.334473
	Iteration 36Q: 3 clusters Score -2.343318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174482 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23433218.000000 Penalty: 5992.334473
	Iteration 37Q: 3 clusters Score -2.343322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174535 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23433222.000000 Penalty: 5992.334473
	Iteration 38Q: 3 clusters Score -2.343322e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174594 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23433244.000000 Penalty: 5992.334473
	Iteration 39Q: 3 clusters Score -2.343324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -23433280.000000 Penalty: 5992.334473
	Iteration 40F: 3 clusters Score -2.343328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174671 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23433290.000000 Penalty: 5992.334473
	Iteration 41Q: 3 clusters Score -2.343329e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23433320.000000 Penalty: 5992.334473
	Iteration 42Q: 3 clusters Score -2.343332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23433358.000000 Penalty: 5992.334473
	Iteration 43Q: 3 clusters Score -2.343336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174756 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23433318.000000 Penalty: 5992.334473
	Iteration 44Q: 3 clusters Score -2.343332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23433332.000000 Penalty: 5992.334473
	Iteration 45Q: 3 clusters Score -2.343333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174792 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -23433336.000000 Penalty: 5992.334473
	Iteration 46Q: 3 clusters Score -2.343334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23433332.000000 Penalty: 5992.334473
	Iteration 47Q: 3 clusters Score -2.343333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174804 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23433336.000000 Penalty: 5992.334473
	Iteration 48Q: 3 clusters Score -2.343334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23433346.000000 Penalty: 5992.334473
	Iteration 49Q: 3 clusters Score -2.343335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174812 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23433366.000000 Penalty: 5992.334473
	Iteration 50Q: 3 clusters Score -2.343337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174816 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23433360.000000 Penalty: 5992.334473
	Iteration 51Q: 3 clusters Score -2.343336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174819 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23433356.000000 Penalty: 5992.334473
	Iteration 52Q: 3 clusters Score -2.343336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -23433372.000000 Penalty: 5992.334473
	Iteration 53Q: 3 clusters Score -2.343337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174825 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23433370.000000 Penalty: 5992.334473
	Iteration 54Q: 3 clusters Score -2.343337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174831 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23433372.000000 Penalty: 5992.334473
	Iteration 55Q: 3 clusters Score -2.343337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -23433388.000000 Penalty: 5992.334473
	Iteration 56Q: 3 clusters Score -2.343339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -23433398.000000 Penalty: 5992.334473
	Iteration 57Q: 3 clusters Score -2.34334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23433372.000000 Penalty: 5992.334473
	Iteration 58Q: 3 clusters Score -2.343337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23433400.000000 Penalty: 5992.334473
	Iteration 59Q: 3 clusters Score -2.34334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -23433394.000000 Penalty: 5992.334473
	Iteration 60F: 3 clusters Score -2.343339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -23433410.000000 Penalty: 5992.334473
	Iteration 61Q: 3 clusters Score -2.343341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -23433404.000000 Penalty: 5992.334473
	Iteration 62Q: 3 clusters Score -2.34334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23433390.000000 Penalty: 5992.334473
	Iteration 63Q: 3 clusters Score -2.343339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174857 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23433384.000000 Penalty: 5992.334473
	Iteration 64Q: 3 clusters Score -2.343338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -23433384.000000 Penalty: 5992.334473
	Iteration 65Q: 3 clusters Score -2.343338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174861 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23433382.000000 Penalty: 5992.334473
	Iteration 66Q: 3 clusters Score -2.343338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174861 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23433382.000000 Penalty: 5992.334473
	Iteration 67F: 3 clusters Score -2.343338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Entering Unmasked Estep 
Score: -6438498.500000 Penalty: 2672.254639
	Iteration 0F: 2 clusters Score -6438498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -6406212.000000 Penalty: 5344.509277
	Iteration 0F: 3 clusters Score -6406212 nChanged 21951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -6418686.500000 Penalty: 5344.509277
	Iteration 1F: 3 clusters Score -6418686 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6419434.000000 Penalty: 5344.509277
	Iteration 2Q: 3 clusters Score -6419434 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -6420287.500000 Penalty: 5344.509277
	Iteration 3Q: 3 clusters Score -6420288 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6421381.000000 Penalty: 5344.509277
	Iteration 4Q: 3 clusters Score -6421381 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -6422639.000000 Penalty: 5344.509277
	Iteration 5F: 3 clusters Score -6422639 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -6424435.000000 Penalty: 5344.509277
	Iteration 6F: 3 clusters Score -6424435 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6426600.500000 Penalty: 5344.509277
	Iteration 7F: 3 clusters Score -6426600 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6429045.500000 Penalty: 5344.509277
	Iteration 8F: 3 clusters Score -6429046 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6430762.000000 Penalty: 5344.509277
	Iteration 9F: 3 clusters Score -6430762 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6431540.500000 Penalty: 5344.509277
	Iteration 10Q: 3 clusters Score -6431540 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -6431849.000000 Penalty: 5344.509277
	Iteration 11Q: 3 clusters Score -6431849 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -6432041.000000 Penalty: 5344.509277
	Iteration 12Q: 3 clusters Score -6432041 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -6432118.500000 Penalty: 5344.509277
	Iteration 13Q: 3 clusters Score -6432118 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -6432263.500000 Penalty: 5344.509277
	Iteration 14Q: 3 clusters Score -6432264 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -6432394.500000 Penalty: 5344.509277
	Iteration 15Q: 3 clusters Score -6432394 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6432510.000000 Penalty: 5344.509277
	Iteration 16Q: 3 clusters Score -6432510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6432637.500000 Penalty: 5344.509277
	Iteration 17Q: 3 clusters Score -6432638 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6432747.500000 Penalty: 5344.509277
	Iteration 18Q: 3 clusters Score -6432748 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -6432850.000000 Penalty: 5344.509277
	Iteration 19Q: 3 clusters Score -6432850 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -6432903.500000 Penalty: 5344.509277
	Iteration 20F: 3 clusters Score -6432904 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6433036.500000 Penalty: 5344.509277
	Iteration 21Q: 3 clusters Score -6433036 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6433104.500000 Penalty: 5344.509277
	Iteration 22Q: 3 clusters Score -6433104 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -6433183.500000 Penalty: 5344.509277
	Iteration 23Q: 3 clusters Score -6433184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -6433264.000000 Penalty: 5344.509277
	Iteration 24Q: 3 clusters Score -6433264 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6433320.500000 Penalty: 5344.509277
	Iteration 25Q: 3 clusters Score -6433320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6433411.000000 Penalty: 5344.509277
	Iteration 26Q: 3 clusters Score -6433411 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -6433490.000000 Penalty: 5344.509277
	Iteration 27Q: 3 clusters Score -6433490 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6433532.000000 Penalty: 5344.509277
	Iteration 28Q: 3 clusters Score -6433532 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6433608.000000 Penalty: 5344.509277
	Iteration 29Q: 3 clusters Score -6433608 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -6433726.000000 Penalty: 5344.509277
	Iteration 30Q: 3 clusters Score -6433726 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6433832.000000 Penalty: 5344.509277
	Iteration 31Q: 3 clusters Score -6433832 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -6433901.500000 Penalty: 5344.509277
	Iteration 32Q: 3 clusters Score -6433902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -6433967.000000 Penalty: 5344.509277
	Iteration 33Q: 3 clusters Score -6433967 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -6434074.500000 Penalty: 5344.509277
	Iteration 34Q: 3 clusters Score -6434074 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -6434180.500000 Penalty: 5344.509277
	Iteration 35Q: 3 clusters Score -6434180 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -6434285.500000 Penalty: 5344.509277
	Iteration 36Q: 3 clusters Score -6434286 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -6434400.000000 Penalty: 5344.509277
	Iteration 37Q: 3 clusters Score -6434400 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6434469.500000 Penalty: 5344.509277
	Iteration 38Q: 3 clusters Score -6434470 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -6434588.000000 Penalty: 5344.509277
	Iteration 39Q: 3 clusters Score -6434588 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -6434716.000000 Penalty: 5344.509277
	Iteration 40F: 3 clusters Score -6434716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6434824.500000 Penalty: 5344.509277
	Iteration 41Q: 3 clusters Score -6434824 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -6434911.500000 Penalty: 5344.509277
	Iteration 42Q: 3 clusters Score -6434912 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6434989.500000 Penalty: 5344.509277
	Iteration 43Q: 3 clusters Score -6434990 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6435065.500000 Penalty: 5344.509277
	Iteration 44Q: 3 clusters Score -6435066 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -6435117.000000 Penalty: 5344.509277
	Iteration 45Q: 3 clusters Score -6435117 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -6435194.000000 Penalty: 5344.509277
	Iteration 46Q: 3 clusters Score -6435194 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -6435254.500000 Penalty: 5344.509277
	Iteration 47Q: 3 clusters Score -6435254 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6435307.000000 Penalty: 5344.509277
	Iteration 48Q: 3 clusters Score -6435307 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -6435381.500000 Penalty: 5344.509277
	Iteration 49Q: 3 clusters Score -6435382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -6435411.000000 Penalty: 5344.509277
	Iteration 50Q: 3 clusters Score -6435411 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -6435451.500000 Penalty: 5344.509277
	Iteration 51Q: 3 clusters Score -6435452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6435511.500000 Penalty: 5344.509277
	Iteration 52Q: 3 clusters Score -6435512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -6435532.500000 Penalty: 5344.509277
	Iteration 53Q: 3 clusters Score -6435532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -6435581.000000 Penalty: 5344.509277
	Iteration 54Q: 3 clusters Score -6435581 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -6435618.500000 Penalty: 5344.509277
	Iteration 55Q: 3 clusters Score -6435618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6435654.000000 Penalty: 5344.509277
	Iteration 56Q: 3 clusters Score -6435654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6435680.000000 Penalty: 5344.509277
	Iteration 57Q: 3 clusters Score -6435680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6435700.500000 Penalty: 5344.509277
	Iteration 58Q: 3 clusters Score -6435700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -6435720.000000 Penalty: 5344.509277
	Iteration 59Q: 3 clusters Score -6435720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -6435742.000000 Penalty: 5344.509277
	Iteration 60F: 3 clusters Score -6435742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -6435766.000000 Penalty: 5344.509277
	Iteration 61Q: 3 clusters Score -6435766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -6435778.500000 Penalty: 5344.509277
	Iteration 62Q: 3 clusters Score -6435778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6435794.000000 Penalty: 5344.509277
	Iteration 63Q: 3 clusters Score -6435794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -6435845.500000 Penalty: 5344.509277
	Iteration 64Q: 3 clusters Score -6435846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6435862.500000 Penalty: 5344.509277
	Iteration 65Q: 3 clusters Score -6435862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -6435875.500000 Penalty: 5344.509277
	Iteration 66Q: 3 clusters Score -6435876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -6435869.500000 Penalty: 5344.509277
	Iteration 67Q: 3 clusters Score -6435870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -6435881.500000 Penalty: 5344.509277
	Iteration 68Q: 3 clusters Score -6435882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6435901.500000 Penalty: 5344.509277
	Iteration 69Q: 3 clusters Score -6435902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -6435922.000000 Penalty: 5344.509277
	Iteration 70Q: 3 clusters Score -6435922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -6435946.500000 Penalty: 5344.509277
	Iteration 71Q: 3 clusters Score -6435946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -6435970.500000 Penalty: 5344.509277
	Iteration 72Q: 3 clusters Score -6435970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6435993.500000 Penalty: 5344.509277
	Iteration 73Q: 3 clusters Score -6435994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6435997.000000 Penalty: 5344.509277
	Iteration 74Q: 3 clusters Score -6435997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -6436014.500000 Penalty: 5344.509277
	Iteration 75Q: 3 clusters Score -6436014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -6436011.000000 Penalty: 5344.509277
	Iteration 76Q: 3 clusters Score -6436011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -6436014.500000 Penalty: 5344.509277
	Iteration 77Q: 3 clusters Score -6436014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6436016.500000 Penalty: 5344.509277
	Iteration 78Q: 3 clusters Score -6436016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6436040.500000 Penalty: 5344.509277
	Iteration 79Q: 3 clusters Score -6436040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -6436046.500000 Penalty: 5344.509277
	Iteration 80F: 3 clusters Score -6436046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6436056.000000 Penalty: 5344.509277
	Iteration 81Q: 3 clusters Score -6436056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6436058.000000 Penalty: 5344.509277
	Iteration 82Q: 3 clusters Score -6436058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -6436077.500000 Penalty: 5344.509277
	Iteration 83Q: 3 clusters Score -6436078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -6436076.500000 Penalty: 5344.509277
	Iteration 84Q: 3 clusters Score -6436076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6436077.000000 Penalty: 5344.509277
	Iteration 85Q: 3 clusters Score -6436077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6436078.000000 Penalty: 5344.509277
	Iteration 86Q: 3 clusters Score -6436078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6436081.500000 Penalty: 5344.509277
	Iteration 87Q: 3 clusters Score -6436082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6436084.500000 Penalty: 5344.509277
	Iteration 88Q: 3 clusters Score -6436084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6436095.000000 Penalty: 5344.509277
	Iteration 89Q: 3 clusters Score -6436095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6436089.500000 Penalty: 5344.509277
	Iteration 90Q: 3 clusters Score -6436090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6436106.500000 Penalty: 5344.509277
	Iteration 91Q: 3 clusters Score -6436106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6436109.000000 Penalty: 5344.509277
	Iteration 92Q: 3 clusters Score -6436109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6436115.500000 Penalty: 5344.509277
	Iteration 93Q: 3 clusters Score -6436116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6436120.500000 Penalty: 5344.509277
	Iteration 94Q: 3 clusters Score -6436120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -6436111.500000 Penalty: 5344.509277
	Iteration 95Q: 3 clusters Score -6436112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -6436113.500000 Penalty: 5344.509277
	Iteration 96Q: 3 clusters Score -6436114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -6436116.500000 Penalty: 5344.509277
	Iteration 97Q: 3 clusters Score -6436116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6436111.500000 Penalty: 5344.509277
	Iteration 98Q: 3 clusters Score -6436112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -6436113.500000 Penalty: 5344.509277
	Iteration 99Q: 3 clusters Score -6436114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -6436112.500000 Penalty: 5344.509277
	Iteration 100F: 3 clusters Score -6436112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6436112.000000 Penalty: 5344.509277
	Iteration 101Q: 3 clusters Score -6436112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6436119.000000 Penalty: 5344.509277
	Iteration 102Q: 3 clusters Score -6436119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -6436118.500000 Penalty: 5344.509277
	Iteration 103Q: 3 clusters Score -6436118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -6436120.500000 Penalty: 5344.509277
	Iteration 104Q: 3 clusters Score -6436120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6436127.000000 Penalty: 5344.509277
	Iteration 105Q: 3 clusters Score -6436127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6436120.500000 Penalty: 5344.509277
	Iteration 106Q: 3 clusters Score -6436120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -6436120.000000 Penalty: 5344.509277
	Iteration 107Q: 3 clusters Score -6436120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -6436119.500000 Penalty: 5344.509277
	Iteration 108Q: 3 clusters Score -6436120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6436115.000000 Penalty: 5344.509277
	Iteration 109Q: 3 clusters Score -6436115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6436114.500000 Penalty: 5344.509277
	Iteration 110Q: 3 clusters Score -6436114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6436114.500000 Penalty: 5344.509277
	Iteration 111F: 3 clusters Score -6436114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -107019.062500 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -107019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105190.726562 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -105190.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105456.398438 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -105456.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105550.781250 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -105550.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105623.750000 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -105623.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105694.507812 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -105694.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105736.984375 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -105737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105771.539062 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -105771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105824.945312 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -105824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105880.085938 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -105880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105928.875000 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -105928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105962.906250 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -105962.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105989.398438 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -105989.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106018.875000 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -106018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106042.515625 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -106042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -106059.570312 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -106059.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106074.273438 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -106074.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106091.656250 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -106091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106103.132812 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -106103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106111.640625 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -106111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106119.164062 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -106119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106124.710938 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -106124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106131.898438 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -106131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106138.062500 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -106138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106151.812500 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -106151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106161.875000 Penalty: 3358.311768
	Iteration 24Q: 3 clusters Score -106161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106171.164062 Penalty: 3358.311768
	Iteration 25Q: 3 clusters Score -106171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106177.109375 Penalty: 3358.311768
	Iteration 26Q: 3 clusters Score -106177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -106177.109375 Penalty: 3358.311768
	Iteration 27F: 3 clusters Score -106177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (122620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Entering Unmasked Estep 
Score: -16412562.000000 Penalty: 2905.777588
	Iteration 0F: 2 clusters Score -1.641256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -16330908.000000 Penalty: 5811.555176
	Iteration 0F: 3 clusters Score -1.633091e+07 nChanged 58220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -16364747.000000 Penalty: 5811.555176
	Iteration 1F: 3 clusters Score -1.636475e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -16366169.000000 Penalty: 5811.555176
	Iteration 2Q: 3 clusters Score -1.636617e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -16368585.000000 Penalty: 5811.555176
	Iteration 3Q: 3 clusters Score -1.636858e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -16372795.000000 Penalty: 5811.555176
	Iteration 4F: 3 clusters Score -1.63728e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -16379273.000000 Penalty: 5811.555176
	Iteration 5F: 3 clusters Score -1.637927e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -16387471.000000 Penalty: 5811.555176
	Iteration 6F: 3 clusters Score -1.638747e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -16395044.000000 Penalty: 5811.555176
	Iteration 7F: 3 clusters Score -1.639504e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -16399913.000000 Penalty: 5811.555176
	Iteration 8F: 3 clusters Score -1.639991e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -16402562.000000 Penalty: 5811.555176
	Iteration 9Q: 3 clusters Score -1.640256e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103010 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -16404086.000000 Penalty: 5811.555176
	Iteration 10Q: 3 clusters Score -1.640409e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -16405273.000000 Penalty: 5811.555176
	Iteration 11Q: 3 clusters Score -1.640527e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107148 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -16406108.000000 Penalty: 5811.555176
	Iteration 12Q: 3 clusters Score -1.640611e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -16406821.000000 Penalty: 5811.555176
	Iteration 13Q: 3 clusters Score -1.640682e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -16407432.000000 Penalty: 5811.555176
	Iteration 14Q: 3 clusters Score -1.640743e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -16408030.000000 Penalty: 5811.555176
	Iteration 15Q: 3 clusters Score -1.640803e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -16408526.000000 Penalty: 5811.555176
	Iteration 16Q: 3 clusters Score -1.640853e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -16408926.000000 Penalty: 5811.555176
	Iteration 17Q: 3 clusters Score -1.640893e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -16409239.000000 Penalty: 5811.555176
	Iteration 18Q: 3 clusters Score -1.640924e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -16409545.000000 Penalty: 5811.555176
	Iteration 19Q: 3 clusters Score -1.640954e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -16409775.000000 Penalty: 5811.555176
	Iteration 20F: 3 clusters Score -1.640978e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -16409978.000000 Penalty: 5811.555176
	Iteration 21Q: 3 clusters Score -1.640998e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -16410090.000000 Penalty: 5811.555176
	Iteration 22Q: 3 clusters Score -1.641009e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117523 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -16410209.000000 Penalty: 5811.555176
	Iteration 23Q: 3 clusters Score -1.641021e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -16410336.000000 Penalty: 5811.555176
	Iteration 24Q: 3 clusters Score -1.641034e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -16410401.000000 Penalty: 5811.555176
	Iteration 25Q: 3 clusters Score -1.64104e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -16410451.000000 Penalty: 5811.555176
	Iteration 26Q: 3 clusters Score -1.641045e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -16410482.000000 Penalty: 5811.555176
	Iteration 27Q: 3 clusters Score -1.641048e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118625 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -16410546.000000 Penalty: 5811.555176
	Iteration 28Q: 3 clusters Score -1.641055e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -16410571.000000 Penalty: 5811.555176
	Iteration 29Q: 3 clusters Score -1.641057e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -16410601.000000 Penalty: 5811.555176
	Iteration 30Q: 3 clusters Score -1.64106e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -16410601.000000 Penalty: 5811.555176
	Iteration 31Q: 3 clusters Score -1.64106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -16410637.000000 Penalty: 5811.555176
	Iteration 32Q: 3 clusters Score -1.641064e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -16410677.000000 Penalty: 5811.555176
	Iteration 33Q: 3 clusters Score -1.641068e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119114 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -16410692.000000 Penalty: 5811.555176
	Iteration 34Q: 3 clusters Score -1.641069e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -16410705.000000 Penalty: 5811.555176
	Iteration 35Q: 3 clusters Score -1.64107e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -16410699.000000 Penalty: 5811.555176
	Iteration 36Q: 3 clusters Score -1.64107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119280 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -16410729.000000 Penalty: 5811.555176
	Iteration 37Q: 3 clusters Score -1.641073e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -16410740.000000 Penalty: 5811.555176
	Iteration 38Q: 3 clusters Score -1.641074e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16410766.000000 Penalty: 5811.555176
	Iteration 39Q: 3 clusters Score -1.641077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -16410781.000000 Penalty: 5811.555176
	Iteration 40F: 3 clusters Score -1.641078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119464 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -16410799.000000 Penalty: 5811.555176
	Iteration 41Q: 3 clusters Score -1.64108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119486 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -16410814.000000 Penalty: 5811.555176
	Iteration 42Q: 3 clusters Score -1.641081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -16410822.000000 Penalty: 5811.555176
	Iteration 43Q: 3 clusters Score -1.641082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -16410789.000000 Penalty: 5811.555176
	Iteration 44Q: 3 clusters Score -1.641079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -16410780.000000 Penalty: 5811.555176
	Iteration 45Q: 3 clusters Score -1.641078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -16410791.000000 Penalty: 5811.555176
	Iteration 46Q: 3 clusters Score -1.641079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -16410779.000000 Penalty: 5811.555176
	Iteration 47Q: 3 clusters Score -1.641078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -16410779.000000 Penalty: 5811.555176
	Iteration 48Q: 3 clusters Score -1.641078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -16410775.000000 Penalty: 5811.555176
	Iteration 49Q: 3 clusters Score -1.641078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -16410767.000000 Penalty: 5811.555176
	Iteration 50Q: 3 clusters Score -1.641077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119594 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -16410788.000000 Penalty: 5811.555176
	Iteration 51Q: 3 clusters Score -1.641079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -16410779.000000 Penalty: 5811.555176
	Iteration 52Q: 3 clusters Score -1.641078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119608 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16410785.000000 Penalty: 5811.555176
	Iteration 53Q: 3 clusters Score -1.641078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -16410777.000000 Penalty: 5811.555176
	Iteration 54Q: 3 clusters Score -1.641078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -16410782.000000 Penalty: 5811.555176
	Iteration 55Q: 3 clusters Score -1.641078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119621 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -16410774.000000 Penalty: 5811.555176
	Iteration 56Q: 3 clusters Score -1.641077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -16410778.000000 Penalty: 5811.555176
	Iteration 57Q: 3 clusters Score -1.641078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119624 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16410776.000000 Penalty: 5811.555176
	Iteration 58Q: 3 clusters Score -1.641078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -16410776.000000 Penalty: 5811.555176
	Iteration 59Q: 3 clusters Score -1.641078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -16410776.000000 Penalty: 5811.555176
	Iteration 60F: 3 clusters Score -1.641078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 69311 members 
Mstep: Class 6 contains 114734 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66101 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97586 members 
Mstep: Class 16 contains 175940 members 
Mstep: Class 17 contains 31384 members 
Mstep: Class 18 contains 176543 members 
Mstep: Class 19 contains 47821 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282080.000000 Penalty: 72127.992188
Iteration 279Q: 22 clusters Score -1.352821e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19860 members 
Mstep: Class 5 contains 69330 members 
Mstep: Class 6 contains 114709 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 44976 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66091 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97560 members 
Mstep: Class 16 contains 175904 members 
Mstep: Class 17 contains 31387 members 
Mstep: Class 18 contains 176582 members 
Mstep: Class 19 contains 47822 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282144.000000 Penalty: 72127.992188
Iteration 280F: 22 clusters Score -1.352821e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19862 members 
Mstep: Class 5 contains 69354 members 
Mstep: Class 6 contains 114683 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 44978 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66084 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 175856 members 
Mstep: Class 17 contains 31387 members 
Mstep: Class 18 contains 176621 members 
Mstep: Class 19 contains 47823 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282096.000000 Penalty: 72127.992188
Iteration 281Q: 22 clusters Score -1.352821e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19864 members 
Mstep: Class 5 contains 69373 members 
Mstep: Class 6 contains 114656 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44978 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66076 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 175829 members 
Mstep: Class 17 contains 31390 members 
Mstep: Class 18 contains 176648 members 
Mstep: Class 19 contains 47819 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282016.000000 Penalty: 72127.992188
Iteration 282Q: 22 clusters Score -1.35282e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19865 members 
Mstep: Class 5 contains 69390 members 
Mstep: Class 6 contains 114617 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 9 contains 44976 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66068 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 175815 members 
Mstep: Class 17 contains 31393 members 
Mstep: Class 18 contains 176689 members 
Mstep: Class 19 contains 47816 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282064.000000 Penalty: 72127.992188
Iteration 283Q: 22 clusters Score -1.352821e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 69397 members 
Mstep: Class 6 contains 114585 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 9 contains 44974 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 66057 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97548 members 
Mstep: Class 16 contains 175794 members 
Mstep: Class 17 contains 31398 members 
Mstep: Class 18 contains 176735 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282128.000000 Penalty: 72127.992188
Iteration 284Q: 22 clusters Score -1.352821e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19872 members 
Mstep: Class 5 contains 69408 members 
Mstep: Class 6 contains 114546 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 9 contains 44974 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66049 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97541 members 
Mstep: Class 16 contains 175780 members 
Mstep: Class 17 contains 31404 members 
Mstep: Class 18 contains 176773 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282160.000000 Penalty: 72127.992188
Iteration 285Q: 22 clusters Score -1.352822e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 69421 members 
Mstep: Class 6 contains 114506 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 44968 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66043 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97535 members 
Mstep: Class 16 contains 175774 members 
Mstep: Class 17 contains 31404 members 
Mstep: Class 18 contains 176808 members 
Mstep: Class 19 contains 47810 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282240.000000 Penalty: 72127.992188
Iteration 286Q: 22 clusters Score -1.352822e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19874 members 
Mstep: Class 5 contains 69430 members 
Mstep: Class 6 contains 114475 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 44960 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66039 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97525 members 
Mstep: Class 16 contains 175768 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 176847 members 
Mstep: Class 19 contains 47806 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282128.000000 Penalty: 72127.992188
Iteration 287Q: 22 clusters Score -1.352821e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19873 members 
Mstep: Class 5 contains 69446 members 
Mstep: Class 6 contains 114449 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66036 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97519 members 
Mstep: Class 16 contains 175742 members 
Mstep: Class 17 contains 31400 members 
Mstep: Class 18 contains 176881 members 
Mstep: Class 19 contains 47807 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282240.000000 Penalty: 72127.992188
Iteration 288Q: 22 clusters Score -1.352822e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19871 members 
Mstep: Class 5 contains 69467 members 
Mstep: Class 6 contains 114443 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44951 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66032 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97514 members 
Mstep: Class 16 contains 175713 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 176913 members 
Mstep: Class 19 contains 47801 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282240.000000 Penalty: 72127.992188
Iteration 289Q: 22 clusters Score -1.352822e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19870 members 
Mstep: Class 5 contains 69478 members 
Mstep: Class 6 contains 114430 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66021 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97500 members 
Mstep: Class 16 contains 175699 members 
Mstep: Class 17 contains 31403 members 
Mstep: Class 18 contains 176941 members 
Mstep: Class 19 contains 47799 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282192.000000 Penalty: 72127.992188
Iteration 290Q: 22 clusters Score -1.352822e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 69492 members 
Mstep: Class 6 contains 114401 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66015 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97495 members 
Mstep: Class 16 contains 175672 members 
Mstep: Class 17 contains 31406 members 
Mstep: Class 18 contains 176975 members 
Mstep: Class 19 contains 47804 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282352.000000 Penalty: 72127.992188
Iteration 291Q: 22 clusters Score -1.352824e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 69506 members 
Mstep: Class 6 contains 114391 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44957 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 66006 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97489 members 
Mstep: Class 16 contains 175639 members 
Mstep: Class 17 contains 31409 members 
Mstep: Class 18 contains 176996 members 
Mstep: Class 19 contains 47805 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282400.000000 Penalty: 72127.992188
Iteration 292Q: 22 clusters Score -1.352824e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19870 members 
Mstep: Class 5 contains 69514 members 
Mstep: Class 6 contains 114371 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44957 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65999 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97476 members 
Mstep: Class 16 contains 175636 members 
Mstep: Class 17 contains 31409 members 
Mstep: Class 18 contains 177021 members 
Mstep: Class 19 contains 47806 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282400.000000 Penalty: 72127.992188
Iteration 293Q: 22 clusters Score -1.352824e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19872 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 114354 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44957 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65998 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97461 members 
Mstep: Class 16 contains 175631 members 
Mstep: Class 17 contains 31410 members 
Mstep: Class 18 contains 177031 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282400.000000 Penalty: 72127.992188
Iteration 294Q: 22 clusters Score -1.352824e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19873 members 
Mstep: Class 5 contains 69543 members 
Mstep: Class 6 contains 114333 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65989 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97452 members 
Mstep: Class 16 contains 175640 members 
Mstep: Class 17 contains 31411 members 
Mstep: Class 18 contains 177035 members 
Mstep: Class 19 contains 47811 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282304.000000 Penalty: 72127.992188
Iteration 295Q: 22 clusters Score -1.352823e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19875 members 
Mstep: Class 5 contains 69557 members 
Mstep: Class 6 contains 114328 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97447 members 
Mstep: Class 16 contains 175638 members 
Mstep: Class 17 contains 31413 members 
Mstep: Class 18 contains 177048 members 
Mstep: Class 19 contains 47814 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282416.000000 Penalty: 72127.992188
Iteration 296Q: 22 clusters Score -1.352824e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 69571 members 
Mstep: Class 6 contains 114315 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3414 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65970 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97448 members 
Mstep: Class 16 contains 175627 members 
Mstep: Class 17 contains 31417 members 
Mstep: Class 18 contains 177053 members 
Mstep: Class 19 contains 47818 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282432.000000 Penalty: 72127.992188
Iteration 297Q: 22 clusters Score -1.352824e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 19878 members 
Mstep: Class 5 contains 69585 members 
Mstep: Class 6 contains 114302 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3413 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65970 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97445 members 
Mstep: Class 16 contains 175634 members 
Mstep: Class 17 contains 31417 members 
Mstep: Class 18 contains 177050 members 
Mstep: Class 19 contains 47821 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282448.000000 Penalty: 72127.992188
Iteration 298Q: 22 clusters Score -1.352824e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 69595 members 
Mstep: Class 6 contains 114293 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3411 members 
Mstep: Class 9 contains 44953 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65967 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97443 members 
Mstep: Class 16 contains 175630 members 
Mstep: Class 17 contains 31418 members 
Mstep: Class 18 contains 177052 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282448.000000 Penalty: 72127.992188
Iteration 299Q: 22 clusters Score -1.352824e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 69603 members 
Mstep: Class 6 contains 114291 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 44950 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65963 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97439 members 
Mstep: Class 16 contains 175623 members 
Mstep: Class 17 contains 31421 members 
Mstep: Class 18 contains 177060 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282464.000000 Penalty: 72127.992188
Iteration 300F: 22 clusters Score -1.352825e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 69620 members 
Mstep: Class 6 contains 114283 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65958 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97436 members 
Mstep: Class 16 contains 175623 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 177060 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282384.000000 Penalty: 72127.992188
Iteration 301Q: 22 clusters Score -1.352824e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19882 members 
Mstep: Class 5 contains 69625 members 
Mstep: Class 6 contains 114276 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44939 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65954 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97426 members 
Mstep: Class 16 contains 175626 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 177073 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282512.000000 Penalty: 72127.992188
Iteration 302Q: 22 clusters Score -1.352825e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 69637 members 
Mstep: Class 6 contains 114272 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65949 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97428 members 
Mstep: Class 16 contains 175624 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 177077 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282512.000000 Penalty: 72127.992188
Iteration 303Q: 22 clusters Score -1.352825e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69643 members 
Mstep: Class 6 contains 114267 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44930 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65944 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97423 members 
Mstep: Class 16 contains 175619 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 177088 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282496.000000 Penalty: 72127.992188
Iteration 304Q: 22 clusters Score -1.352825e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69651 members 
Mstep: Class 6 contains 114257 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44931 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65938 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97419 members 
Mstep: Class 16 contains 175620 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 177081 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282512.000000 Penalty: 72127.992188
Iteration 305Q: 22 clusters Score -1.352825e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69656 members 
Mstep: Class 6 contains 114247 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44927 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65936 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97421 members 
Mstep: Class 16 contains 175627 members 
Mstep: Class 17 contains 31423 members 
Mstep: Class 18 contains 177063 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282416.000000 Penalty: 72127.992188
Iteration 306Q: 22 clusters Score -1.352824e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69659 members 
Mstep: Class 6 contains 114243 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44927 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65931 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97416 members 
Mstep: Class 16 contains 175631 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 177059 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282432.000000 Penalty: 72127.992188
Iteration 307Q: 22 clusters Score -1.352824e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69662 members 
Mstep: Class 6 contains 114235 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44927 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65927 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97414 members 
Mstep: Class 16 contains 175640 members 
Mstep: Class 17 contains 31422 members 
Mstep: Class 18 contains 177057 members 
Mstep: Class 19 contains 47830 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282480.000000 Penalty: 72127.992188
Iteration 308Q: 22 clusters Score -1.352825e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 114225 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44928 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65925 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97409 members 
Mstep: Class 16 contains 175636 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 177062 members 
Mstep: Class 19 contains 47832 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282544.000000 Penalty: 72127.992188
Iteration 309Q: 22 clusters Score -1.352825e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 114219 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44927 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65923 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97406 members 
Mstep: Class 16 contains 175634 members 
Mstep: Class 17 contains 31424 members 
Mstep: Class 18 contains 177069 members 
Mstep: Class 19 contains 47831 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282528.000000 Penalty: 72127.992188
Iteration 310Q: 22 clusters Score -1.352825e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114214 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44924 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65919 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97405 members 
Mstep: Class 16 contains 175625 members 
Mstep: Class 17 contains 31428 members 
Mstep: Class 18 contains 177070 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282560.000000 Penalty: 72127.992188
Iteration 311Q: 22 clusters Score -1.352826e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69669 members 
Mstep: Class 6 contains 114209 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44919 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65915 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97402 members 
Mstep: Class 16 contains 175636 members 
Mstep: Class 17 contains 31429 members 
Mstep: Class 18 contains 177068 members 
Mstep: Class 19 contains 47824 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282512.000000 Penalty: 72127.992188
Iteration 312Q: 22 clusters Score -1.352825e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 114199 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65913 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97399 members 
Mstep: Class 16 contains 175641 members 
Mstep: Class 17 contains 31432 members 
Mstep: Class 18 contains 177067 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282528.000000 Penalty: 72127.992188
Iteration 313Q: 22 clusters Score -1.352825e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69666 members 
Mstep: Class 6 contains 114191 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65913 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97399 members 
Mstep: Class 16 contains 175650 members 
Mstep: Class 17 contains 31430 members 
Mstep: Class 18 contains 177056 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282688.000000 Penalty: 72127.992188
Iteration 314Q: 22 clusters Score -1.352827e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114182 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65912 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97399 members 
Mstep: Class 16 contains 175649 members 
Mstep: Class 17 contains 31429 members 
Mstep: Class 18 contains 177057 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 122995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282608.000000 Penalty: 72127.992188
Iteration 315Q: 22 clusters Score -1.352826e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69670 members 
Mstep: Class 6 contains 114177 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65906 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97402 members 
Mstep: Class 16 contains 175645 members 
Mstep: Class 17 contains 31431 members 
Mstep: Class 18 contains 177057 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282624.000000 Penalty: 72127.992188
Iteration 316Q: 22 clusters Score -1.352826e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114174 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65901 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97400 members 
Mstep: Class 16 contains 175644 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177062 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282560.000000 Penalty: 72127.992188
Iteration 317Q: 22 clusters Score -1.352826e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114165 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65896 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97399 members 
Mstep: Class 16 contains 175645 members 
Mstep: Class 17 contains 31435 members 
Mstep: Class 18 contains 177067 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282496.000000 Penalty: 72127.992188
Iteration 318Q: 22 clusters Score -1.352825e+08 nChanged 44
Entering ConstructFrom: 
Score: -135282496.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (53192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Entering Unmasked Estep 
Score: -6892668.000000 Penalty: 2698.652588
	Iteration 0F: 2 clusters Score -6892668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6856776.500000 Penalty: 5397.305176
	Iteration 0F: 3 clusters Score -6856776 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6870452.500000 Penalty: 5397.305176
	Iteration 1F: 3 clusters Score -6870452 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6870859.500000 Penalty: 5397.305176
	Iteration 2Q: 3 clusters Score -6870860 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -6871225.000000 Penalty: 5397.305176
	Iteration 3Q: 3 clusters Score -6871225 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -6871620.500000 Penalty: 5397.305176
	Iteration 4Q: 3 clusters Score -6871620 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6872057.000000 Penalty: 5397.305176
	Iteration 5Q: 3 clusters Score -6872057 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6872408.000000 Penalty: 5397.305176
	Iteration 6Q: 3 clusters Score -6872408 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -6872925.500000 Penalty: 5397.305176
	Iteration 7Q: 3 clusters Score -6872926 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -6873634.500000 Penalty: 5397.305176
	Iteration 8Q: 3 clusters Score -6873634 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -6874675.500000 Penalty: 5397.305176
	Iteration 9Q: 3 clusters Score -6874676 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6876128.500000 Penalty: 5397.305176
	Iteration 10F: 3 clusters Score -6876128 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6878437.500000 Penalty: 5397.305176
	Iteration 11F: 3 clusters Score -6878438 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -6881219.500000 Penalty: 5397.305176
	Iteration 12F: 3 clusters Score -6881220 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -6884095.000000 Penalty: 5397.305176
	Iteration 13F: 3 clusters Score -6884095 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6886563.000000 Penalty: 5397.305176
	Iteration 14F: 3 clusters Score -6886563 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6888258.000000 Penalty: 5397.305176
	Iteration 15Q: 3 clusters Score -6888258 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6889252.500000 Penalty: 5397.305176
	Iteration 16Q: 3 clusters Score -6889252 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6889771.000000 Penalty: 5397.305176
	Iteration 17Q: 3 clusters Score -6889771 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6890025.000000 Penalty: 5397.305176
	Iteration 18Q: 3 clusters Score -6890025 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6890191.500000 Penalty: 5397.305176
	Iteration 19Q: 3 clusters Score -6890192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6890309.500000 Penalty: 5397.305176
	Iteration 20F: 3 clusters Score -6890310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6890378.500000 Penalty: 5397.305176
	Iteration 21Q: 3 clusters Score -6890378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6890416.500000 Penalty: 5397.305176
	Iteration 22Q: 3 clusters Score -6890416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6890436.500000 Penalty: 5397.305176
	Iteration 23Q: 3 clusters Score -6890436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6890452.000000 Penalty: 5397.305176
	Iteration 24Q: 3 clusters Score -6890452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6890460.500000 Penalty: 5397.305176
	Iteration 25Q: 3 clusters Score -6890460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6890472.500000 Penalty: 5397.305176
	Iteration 26Q: 3 clusters Score -6890472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6890469.500000 Penalty: 5397.305176
	Iteration 27Q: 3 clusters Score -6890470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6890473.500000 Penalty: 5397.305176
	Iteration 28Q: 3 clusters Score -6890474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6890473.500000 Penalty: 5397.305176
	Iteration 29F: 3 clusters Score -6890474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34100.628906 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34100.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32848.246094 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32848.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33019.914062 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -33019.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33086.296875 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -33086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33145.050781 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -33145.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33170.015625 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -33170.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33173.511719 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33173.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33173.511719 Penalty: 2825.758301
	Iteration 6F: 3 clusters Score -33173.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -582606.187500 Penalty: 2090.342041
	Iteration 0F: 2 clusters Score -582606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -578379.625000 Penalty: 4180.684082
	Iteration 0F: 3 clusters Score -578379.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -579386.312500 Penalty: 4180.684082
	Iteration 1F: 3 clusters Score -579386.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -579742.000000 Penalty: 4180.684082
	Iteration 2F: 3 clusters Score -579742 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -579983.937500 Penalty: 4180.684082
	Iteration 3F: 3 clusters Score -579983.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -580163.437500 Penalty: 4180.684082
	Iteration 4F: 3 clusters Score -580163.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -580326.500000 Penalty: 4180.684082
	Iteration 5Q: 3 clusters Score -580326.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -580449.437500 Penalty: 4180.684082
	Iteration 6Q: 3 clusters Score -580449.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -580563.750000 Penalty: 4180.684082
	Iteration 7Q: 3 clusters Score -580563.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -580671.312500 Penalty: 4180.684082
	Iteration 8Q: 3 clusters Score -580671.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -580766.062500 Penalty: 4180.684082
	Iteration 9Q: 3 clusters Score -580766.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -580837.812500 Penalty: 4180.684082
	Iteration 10Q: 3 clusters Score -580837.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -580898.875000 Penalty: 4180.684082
	Iteration 11Q: 3 clusters Score -580898.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -580962.937500 Penalty: 4180.684082
	Iteration 12Q: 3 clusters Score -580962.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -581003.125000 Penalty: 4180.684082
	Iteration 13Q: 3 clusters Score -581003.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -581027.875000 Penalty: 4180.684082
	Iteration 14Q: 3 clusters Score -581027.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -581049.187500 Penalty: 4180.684082
	Iteration 15Q: 3 clusters Score -581049.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -581070.875000 Penalty: 4180.684082
	Iteration 16Q: 3 clusters Score -581070.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -581086.062500 Penalty: 4180.684082
	Iteration 17Q: 3 clusters Score -581086.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -581097.437500 Penalty: 4180.684082
	Iteration 18Q: 3 clusters Score -581097.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -581106.812500 Penalty: 4180.684082
	Iteration 19Q: 3 clusters Score -581106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -581113.937500 Penalty: 4180.684082
	Iteration 20F: 3 clusters Score -581113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -581118.562500 Penalty: 4180.684082
	Iteration 21Q: 3 clusters Score -581118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -581124.187500 Penalty: 4180.684082
	Iteration 22Q: 3 clusters Score -581124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -581130.187500 Penalty: 4180.684082
	Iteration 23Q: 3 clusters Score -581130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -581135.437500 Penalty: 4180.684082
	Iteration 24Q: 3 clusters Score -581135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -581137.687500 Penalty: 4180.684082
	Iteration 25Q: 3 clusters Score -581137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -581141.812500 Penalty: 4180.684082
	Iteration 26Q: 3 clusters Score -581141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -581145.750000 Penalty: 4180.684082
	Iteration 27Q: 3 clusters Score -581145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -581147.312500 Penalty: 4180.684082
	Iteration 28Q: 3 clusters Score -581147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -581150.437500 Penalty: 4180.684082
	Iteration 29Q: 3 clusters Score -581150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -581153.437500 Penalty: 4180.684082
	Iteration 30Q: 3 clusters Score -581153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -581155.125000 Penalty: 4180.684082
	Iteration 31Q: 3 clusters Score -581155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -581155.062500 Penalty: 4180.684082
	Iteration 32Q: 3 clusters Score -581155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -581155.750000 Penalty: 4180.684082
	Iteration 33Q: 3 clusters Score -581155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -581155.750000 Penalty: 4180.684082
	Iteration 34F: 3 clusters Score -581155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Entering Unmasked Estep 
Score: -2535485.000000 Penalty: 2454.647217
	Iteration 0F: 2 clusters Score -2535485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2521408.250000 Penalty: 4909.294434
	Iteration 0F: 3 clusters Score -2521408 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2526203.250000 Penalty: 4909.294434
	Iteration 1F: 3 clusters Score -2526203 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2526751.500000 Penalty: 4909.294434
	Iteration 2F: 3 clusters Score -2526752 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2527286.250000 Penalty: 4909.294434
	Iteration 3F: 3 clusters Score -2527286 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2527879.250000 Penalty: 4909.294434
	Iteration 4F: 3 clusters Score -2527879 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2528463.250000 Penalty: 4909.294434
	Iteration 5Q: 3 clusters Score -2528463 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2529099.500000 Penalty: 4909.294434
	Iteration 6F: 3 clusters Score -2529100 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2529696.000000 Penalty: 4909.294434
	Iteration 7Q: 3 clusters Score -2529696 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2530234.500000 Penalty: 4909.294434
	Iteration 8Q: 3 clusters Score -2530234 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2530637.750000 Penalty: 4909.294434
	Iteration 9Q: 3 clusters Score -2530638 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2531029.250000 Penalty: 4909.294434
	Iteration 10Q: 3 clusters Score -2531029 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2531399.750000 Penalty: 4909.294434
	Iteration 11Q: 3 clusters Score -2531400 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2531704.500000 Penalty: 4909.294434
	Iteration 12Q: 3 clusters Score -2531704 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2531990.250000 Penalty: 4909.294434
	Iteration 13Q: 3 clusters Score -2531990 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2532225.750000 Penalty: 4909.294434
	Iteration 14Q: 3 clusters Score -2532226 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2532429.000000 Penalty: 4909.294434
	Iteration 15Q: 3 clusters Score -2532429 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2532598.500000 Penalty: 4909.294434
	Iteration 16Q: 3 clusters Score -2532598 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2532731.750000 Penalty: 4909.294434
	Iteration 17Q: 3 clusters Score -2532732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2532849.500000 Penalty: 4909.294434
	Iteration 18Q: 3 clusters Score -2532850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2532947.000000 Penalty: 4909.294434
	Iteration 19Q: 3 clusters Score -2532947 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2533023.500000 Penalty: 4909.294434
	Iteration 20F: 3 clusters Score -2533024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2533078.750000 Penalty: 4909.294434
	Iteration 21Q: 3 clusters Score -2533079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2533133.500000 Penalty: 4909.294434
	Iteration 22Q: 3 clusters Score -2533134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2533170.000000 Penalty: 4909.294434
	Iteration 23Q: 3 clusters Score -2533170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2533198.250000 Penalty: 4909.294434
	Iteration 24Q: 3 clusters Score -2533198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2533220.750000 Penalty: 4909.294434
	Iteration 25Q: 3 clusters Score -2533221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2533245.000000 Penalty: 4909.294434
	Iteration 26Q: 3 clusters Score -2533245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2533261.750000 Penalty: 4909.294434
	Iteration 27Q: 3 clusters Score -2533262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2533272.750000 Penalty: 4909.294434
	Iteration 28Q: 3 clusters Score -2533273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2533287.500000 Penalty: 4909.294434
	Iteration 29Q: 3 clusters Score -2533288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2533292.500000 Penalty: 4909.294434
	Iteration 30Q: 3 clusters Score -2533292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2533300.250000 Penalty: 4909.294434
	Iteration 31Q: 3 clusters Score -2533300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2533304.000000 Penalty: 4909.294434
	Iteration 32Q: 3 clusters Score -2533304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2533310.750000 Penalty: 4909.294434
	Iteration 33Q: 3 clusters Score -2533311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2533315.000000 Penalty: 4909.294434
	Iteration 34Q: 3 clusters Score -2533315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2533325.500000 Penalty: 4909.294434
	Iteration 35Q: 3 clusters Score -2533326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2533329.750000 Penalty: 4909.294434
	Iteration 36Q: 3 clusters Score -2533330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2533330.500000 Penalty: 4909.294434
	Iteration 37Q: 3 clusters Score -2533330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2533339.500000 Penalty: 4909.294434
	Iteration 38Q: 3 clusters Score -2533340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2533351.500000 Penalty: 4909.294434
	Iteration 39Q: 3 clusters Score -2533352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2533356.750000 Penalty: 4909.294434
	Iteration 40F: 3 clusters Score -2533357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2533359.500000 Penalty: 4909.294434
	Iteration 41Q: 3 clusters Score -2533360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2533363.750000 Penalty: 4909.294434
	Iteration 42Q: 3 clusters Score -2533364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2533365.500000 Penalty: 4909.294434
	Iteration 43Q: 3 clusters Score -2533366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2533365.500000 Penalty: 4909.294434
	Iteration 44Q: 3 clusters Score -2533366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2533363.500000 Penalty: 4909.294434
	Iteration 45Q: 3 clusters Score -2533364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2533367.250000 Penalty: 4909.294434
	Iteration 46Q: 3 clusters Score -2533367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2533371.000000 Penalty: 4909.294434
	Iteration 47Q: 3 clusters Score -2533371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2533378.250000 Penalty: 4909.294434
	Iteration 48Q: 3 clusters Score -2533378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2533378.000000 Penalty: 4909.294434
	Iteration 49Q: 3 clusters Score -2533378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2533377.750000 Penalty: 4909.294434
	Iteration 50Q: 3 clusters Score -2533378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2533383.500000 Penalty: 4909.294434
	Iteration 51Q: 3 clusters Score -2533384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2533383.250000 Penalty: 4909.294434
	Iteration 52Q: 3 clusters Score -2533383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2533382.500000 Penalty: 4909.294434
	Iteration 53Q: 3 clusters Score -2533382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2533385.750000 Penalty: 4909.294434
	Iteration 54Q: 3 clusters Score -2533386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2533383.250000 Penalty: 4909.294434
	Iteration 55Q: 3 clusters Score -2533383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2533384.000000 Penalty: 4909.294434
	Iteration 56Q: 3 clusters Score -2533384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2533391.750000 Penalty: 4909.294434
	Iteration 57Q: 3 clusters Score -2533392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2533390.250000 Penalty: 4909.294434
	Iteration 58Q: 3 clusters Score -2533390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2533390.500000 Penalty: 4909.294434
	Iteration 59Q: 3 clusters Score -2533390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2533391.750000 Penalty: 4909.294434
	Iteration 60F: 3 clusters Score -2533392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2533393.500000 Penalty: 4909.294434
	Iteration 61Q: 3 clusters Score -2533394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2533393.500000 Penalty: 4909.294434
	Iteration 62F: 3 clusters Score -2533394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Entering Unmasked Estep 
Score: -9343404.000000 Penalty: 2765.571045
	Iteration 0F: 2 clusters Score -9343404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -9296365.000000 Penalty: 5531.142090
	Iteration 0F: 3 clusters Score -9296365 nChanged 32658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -9315033.000000 Penalty: 5531.142090
	Iteration 1F: 3 clusters Score -9315033 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -9315687.000000 Penalty: 5531.142090
	Iteration 2Q: 3 clusters Score -9315687 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9316522.000000 Penalty: 5531.142090
	Iteration 3Q: 3 clusters Score -9316522 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -9317621.000000 Penalty: 5531.142090
	Iteration 4Q: 3 clusters Score -9317621 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -9319083.000000 Penalty: 5531.142090
	Iteration 5Q: 3 clusters Score -9319083 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -9321249.000000 Penalty: 5531.142090
	Iteration 6F: 3 clusters Score -9321249 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -9324124.000000 Penalty: 5531.142090
	Iteration 7F: 3 clusters Score -9324124 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -9327819.000000 Penalty: 5531.142090
	Iteration 8F: 3 clusters Score -9327819 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -9331879.000000 Penalty: 5531.142090
	Iteration 9F: 3 clusters Score -9331879 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -9335381.000000 Penalty: 5531.142090
	Iteration 10F: 3 clusters Score -9335381 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -9337834.000000 Penalty: 5531.142090
	Iteration 11Q: 3 clusters Score -9337834 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -9339323.000000 Penalty: 5531.142090
	Iteration 12Q: 3 clusters Score -9339323 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9340163.000000 Penalty: 5531.142090
	Iteration 13Q: 3 clusters Score -9340163 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -9340528.000000 Penalty: 5531.142090
	Iteration 14Q: 3 clusters Score -9340528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -9340742.000000 Penalty: 5531.142090
	Iteration 15Q: 3 clusters Score -9340742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -9340853.000000 Penalty: 5531.142090
	Iteration 16Q: 3 clusters Score -9340853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -9340892.000000 Penalty: 5531.142090
	Iteration 17Q: 3 clusters Score -9340892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -9340933.000000 Penalty: 5531.142090
	Iteration 18Q: 3 clusters Score -9340933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -9340976.000000 Penalty: 5531.142090
	Iteration 19Q: 3 clusters Score -9340976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9340969.000000 Penalty: 5531.142090
	Iteration 20F: 3 clusters Score -9340969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -9340986.000000 Penalty: 5531.142090
	Iteration 21Q: 3 clusters Score -9340986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -9340990.000000 Penalty: 5531.142090
	Iteration 22Q: 3 clusters Score -9340990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9341009.000000 Penalty: 5531.142090
	Iteration 23Q: 3 clusters Score -9341009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9341001.000000 Penalty: 5531.142090
	Iteration 24Q: 3 clusters Score -9341001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -9341004.000000 Penalty: 5531.142090
	Iteration 25Q: 3 clusters Score -9341004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -9341005.000000 Penalty: 5531.142090
	Iteration 26Q: 3 clusters Score -9341005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9341004.000000 Penalty: 5531.142090
	Iteration 27Q: 3 clusters Score -9341004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -9341004.000000 Penalty: 5531.142090
	Iteration 28F: 3 clusters Score -9341004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Entering Unmasked Estep 
Score: -15269582.000000 Penalty: 2888.048340
	Iteration 0F: 2 clusters Score -1.526958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -15193622.000000 Penalty: 5776.096680
	Iteration 0F: 3 clusters Score -1.519362e+07 nChanged 54230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -15224720.000000 Penalty: 5776.096680
	Iteration 1F: 3 clusters Score -1.522472e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -15225411.000000 Penalty: 5776.096680
	Iteration 2Q: 3 clusters Score -1.522541e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -15226120.000000 Penalty: 5776.096680
	Iteration 3Q: 3 clusters Score -1.522612e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -15226854.000000 Penalty: 5776.096680
	Iteration 4Q: 3 clusters Score -1.522685e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -15227989.000000 Penalty: 5776.096680
	Iteration 5Q: 3 clusters Score -1.522799e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -15229299.000000 Penalty: 5776.096680
	Iteration 6Q: 3 clusters Score -1.52293e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -15231081.000000 Penalty: 5776.096680
	Iteration 7Q: 3 clusters Score -1.523108e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -15233861.000000 Penalty: 5776.096680
	Iteration 8Q: 3 clusters Score -1.523386e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -15238260.000000 Penalty: 5776.096680
	Iteration 9F: 3 clusters Score -1.523826e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -15243942.000000 Penalty: 5776.096680
	Iteration 10F: 3 clusters Score -1.524394e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -15249375.000000 Penalty: 5776.096680
	Iteration 11F: 3 clusters Score -1.524938e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -15252726.000000 Penalty: 5776.096680
	Iteration 12F: 3 clusters Score -1.525273e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -15254059.000000 Penalty: 5776.096680
	Iteration 13Q: 3 clusters Score -1.525406e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -15254992.000000 Penalty: 5776.096680
	Iteration 14Q: 3 clusters Score -1.525499e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -15255706.000000 Penalty: 5776.096680
	Iteration 15Q: 3 clusters Score -1.525571e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -15256467.000000 Penalty: 5776.096680
	Iteration 16Q: 3 clusters Score -1.525647e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -15257362.000000 Penalty: 5776.096680
	Iteration 17Q: 3 clusters Score -1.525736e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -15258291.000000 Penalty: 5776.096680
	Iteration 18Q: 3 clusters Score -1.525829e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -15259011.000000 Penalty: 5776.096680
	Iteration 19Q: 3 clusters Score -1.525901e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -15259695.000000 Penalty: 5776.096680
	Iteration 20F: 3 clusters Score -1.52597e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -15260387.000000 Penalty: 5776.096680
	Iteration 21Q: 3 clusters Score -1.526039e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -15260860.000000 Penalty: 5776.096680
	Iteration 22Q: 3 clusters Score -1.526086e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -15261461.000000 Penalty: 5776.096680
	Iteration 23Q: 3 clusters Score -1.526146e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -15262031.000000 Penalty: 5776.096680
	Iteration 24Q: 3 clusters Score -1.526203e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -15262509.000000 Penalty: 5776.096680
	Iteration 25Q: 3 clusters Score -1.526251e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -15262985.000000 Penalty: 5776.096680
	Iteration 26Q: 3 clusters Score -1.526298e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -15263498.000000 Penalty: 5776.096680
	Iteration 27Q: 3 clusters Score -1.52635e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -15263913.000000 Penalty: 5776.096680
	Iteration 28Q: 3 clusters Score -1.526391e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -15264305.000000 Penalty: 5776.096680
	Iteration 29Q: 3 clusters Score -1.52643e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -15264628.000000 Penalty: 5776.096680
	Iteration 30Q: 3 clusters Score -1.526463e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 104648 members 
Entering Unmasked Estep 
Score: -15264959.000000 Penalty: 5776.096680
	Iteration 31Q: 3 clusters Score -1.526496e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -15265254.000000 Penalty: 5776.096680
	Iteration 32Q: 3 clusters Score -1.526525e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -15265555.000000 Penalty: 5776.096680
	Iteration 33Q: 3 clusters Score -1.526556e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -15265800.000000 Penalty: 5776.096680
	Iteration 34Q: 3 clusters Score -1.52658e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -15266006.000000 Penalty: 5776.096680
	Iteration 35Q: 3 clusters Score -1.526601e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -15266163.000000 Penalty: 5776.096680
	Iteration 36Q: 3 clusters Score -1.526616e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 109018 members 
Entering Unmasked Estep 
Score: -15266400.000000 Penalty: 5776.096680
	Iteration 37Q: 3 clusters Score -1.52664e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -15266497.000000 Penalty: 5776.096680
	Iteration 38Q: 3 clusters Score -1.52665e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -15266622.000000 Penalty: 5776.096680
	Iteration 39Q: 3 clusters Score -1.526662e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -15266733.000000 Penalty: 5776.096680
	Iteration 40F: 3 clusters Score -1.526673e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -15266862.000000 Penalty: 5776.096680
	Iteration 41Q: 3 clusters Score -1.526686e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -15266948.000000 Penalty: 5776.096680
	Iteration 42Q: 3 clusters Score -1.526695e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -15267022.000000 Penalty: 5776.096680
	Iteration 43Q: 3 clusters Score -1.526702e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -15267110.000000 Penalty: 5776.096680
	Iteration 44Q: 3 clusters Score -1.526711e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -15267147.000000 Penalty: 5776.096680
	Iteration 45Q: 3 clusters Score -1.526715e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -15267220.000000 Penalty: 5776.096680
	Iteration 46Q: 3 clusters Score -1.526722e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -15267214.000000 Penalty: 5776.096680
	Iteration 47Q: 3 clusters Score -1.526721e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
Score: -15267265.000000 Penalty: 5776.096680
	Iteration 48Q: 3 clusters Score -1.526726e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 112000 members 
Entering Unmasked Estep 
Score: -15267255.000000 Penalty: 5776.096680
	Iteration 49Q: 3 clusters Score -1.526726e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -15267242.000000 Penalty: 5776.096680
	Iteration 50Q: 3 clusters Score -1.526724e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -15267256.000000 Penalty: 5776.096680
	Iteration 51Q: 3 clusters Score -1.526726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -15267266.000000 Penalty: 5776.096680
	Iteration 52Q: 3 clusters Score -1.526727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -15267259.000000 Penalty: 5776.096680
	Iteration 53Q: 3 clusters Score -1.526726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -15267268.000000 Penalty: 5776.096680
	Iteration 54Q: 3 clusters Score -1.526727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -15267285.000000 Penalty: 5776.096680
	Iteration 55Q: 3 clusters Score -1.526728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -15267285.000000 Penalty: 5776.096680
	Iteration 56Q: 3 clusters Score -1.526728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -15267269.000000 Penalty: 5776.096680
	Iteration 57Q: 3 clusters Score -1.526727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -15267266.000000 Penalty: 5776.096680
	Iteration 58Q: 3 clusters Score -1.526727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 112372 members 
Entering Unmasked Estep 
Score: -15267278.000000 Penalty: 5776.096680
	Iteration 59Q: 3 clusters Score -1.526728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 112382 members 
Entering Unmasked Estep 
Score: -15267276.000000 Penalty: 5776.096680
	Iteration 60F: 3 clusters Score -1.526728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -15267286.000000 Penalty: 5776.096680
	Iteration 61Q: 3 clusters Score -1.526729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -15267308.000000 Penalty: 5776.096680
	Iteration 62Q: 3 clusters Score -1.526731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -15267299.000000 Penalty: 5776.096680
	Iteration 63Q: 3 clusters Score -1.52673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -15267284.000000 Penalty: 5776.096680
	Iteration 64Q: 3 clusters Score -1.526728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -15267292.000000 Penalty: 5776.096680
	Iteration 65Q: 3 clusters Score -1.526729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 112455 members 
Entering Unmasked Estep 
Score: -15267294.000000 Penalty: 5776.096680
	Iteration 66Q: 3 clusters Score -1.526729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -15267281.000000 Penalty: 5776.096680
	Iteration 67Q: 3 clusters Score -1.526728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -15267280.000000 Penalty: 5776.096680
	Iteration 68Q: 3 clusters Score -1.526728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -15267269.000000 Penalty: 5776.096680
	Iteration 69Q: 3 clusters Score -1.526727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -15267276.000000 Penalty: 5776.096680
	Iteration 70Q: 3 clusters Score -1.526728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 112472 members 
Entering Unmasked Estep 
Score: -15267293.000000 Penalty: 5776.096680
	Iteration 71Q: 3 clusters Score -1.526729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -15267284.000000 Penalty: 5776.096680
	Iteration 72Q: 3 clusters Score -1.526728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -15267292.000000 Penalty: 5776.096680
	Iteration 73Q: 3 clusters Score -1.526729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -15267287.000000 Penalty: 5776.096680
	Iteration 74Q: 3 clusters Score -1.526729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -15267301.000000 Penalty: 5776.096680
	Iteration 75Q: 3 clusters Score -1.52673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -15267302.000000 Penalty: 5776.096680
	Iteration 76Q: 3 clusters Score -1.52673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -15267309.000000 Penalty: 5776.096680
	Iteration 77Q: 3 clusters Score -1.526731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -15267309.000000 Penalty: 5776.096680
	Iteration 78Q: 3 clusters Score -1.526731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -15267299.000000 Penalty: 5776.096680
	Iteration 79Q: 3 clusters Score -1.52673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 112509 members 
Entering Unmasked Estep 
Score: -15267309.000000 Penalty: 5776.096680
	Iteration 80F: 3 clusters Score -1.526731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -15267304.000000 Penalty: 5776.096680
	Iteration 81Q: 3 clusters Score -1.52673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -15267300.000000 Penalty: 5776.096680
	Iteration 82Q: 3 clusters Score -1.52673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -15267308.000000 Penalty: 5776.096680
	Iteration 83Q: 3 clusters Score -1.526731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -15267307.000000 Penalty: 5776.096680
	Iteration 84Q: 3 clusters Score -1.526731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 112527 members 
Entering Unmasked Estep 
Score: -15267301.000000 Penalty: 5776.096680
	Iteration 85Q: 3 clusters Score -1.52673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 112530 members 
Entering Unmasked Estep 
Score: -15267294.000000 Penalty: 5776.096680
	Iteration 86Q: 3 clusters Score -1.526729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -15267290.000000 Penalty: 5776.096680
	Iteration 87Q: 3 clusters Score -1.526729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 112534 members 
Entering Unmasked Estep 
Score: -15267296.000000 Penalty: 5776.096680
	Iteration 88Q: 3 clusters Score -1.52673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -15267296.000000 Penalty: 5776.096680
	Iteration 89Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -15267299.000000 Penalty: 5776.096680
	Iteration 90Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -15267305.000000 Penalty: 5776.096680
	Iteration 91Q: 3 clusters Score -1.52673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 112541 members 
Entering Unmasked Estep 
Score: -15267297.000000 Penalty: 5776.096680
	Iteration 92Q: 3 clusters Score -1.52673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -15267296.000000 Penalty: 5776.096680
	Iteration 93Q: 3 clusters Score -1.52673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -15267303.000000 Penalty: 5776.096680
	Iteration 94Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -15267300.000000 Penalty: 5776.096680
	Iteration 95Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -15267303.000000 Penalty: 5776.096680
	Iteration 96Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -15267296.000000 Penalty: 5776.096680
	Iteration 97Q: 3 clusters Score -1.52673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -15267299.000000 Penalty: 5776.096680
	Iteration 98Q: 3 clusters Score -1.52673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -15267299.000000 Penalty: 5776.096680
	Iteration 99F: 3 clusters Score -1.52673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107001.359375 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -107001.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107549.390625 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107549.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108004.570312 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -108004.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -108511.984375 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -108512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -108753.992188 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -108754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -108933.687500 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -108933.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -109075.570312 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -109075.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -109193.273438 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -109193.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -109267.117188 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -109267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -109370.195312 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -109370.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -109572.898438 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -109572.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -109742.773438 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -109742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -109911.406250 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -109911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -110034.820312 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -110034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -110051.117188 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -110051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -110065.570312 Penalty: 3397.662598
	Iteration 15F: 3 clusters Score -110065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -110086.843750 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -110086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -110086.843750 Penalty: 3397.662598
	Iteration 17F: 3 clusters Score -110086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114160 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65892 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97394 members 
Mstep: Class 16 contains 175648 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177073 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123008 members 
Mstep: Class 22 contains 191 members 
Entering Unmasked Estep 
Score: -135282192.000000 Penalty: 75562.656250
Splitting cluster 7 changes total score from -135282496.000000 to -135282192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -419634.812500 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -419634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -416096.875000 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -416096.9 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417109.187500 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -417109.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -417622.375000 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -417622.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -418033.312500 Penalty: 4033.822510
	Iteration 3F: 3 clusters Score -418033.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -418335.250000 Penalty: 4033.822510
	Iteration 4F: 3 clusters Score -418335.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -418523.250000 Penalty: 4033.822510
	Iteration 5F: 3 clusters Score -418523.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -418615.375000 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -418615.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -418667.718750 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -418667.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -418703.250000 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -418703.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -418734.281250 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -418734.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -418756.906250 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -418756.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418771.687500 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -418771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -418779.875000 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -418779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -418785.656250 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -418785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -418789.718750 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -418789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -418793.218750 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -418793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -418795.718750 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -418795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -418797.437500 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -418797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -418800.375000 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -418800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -418802.125000 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -418802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -418804.000000 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -418804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -418806.218750 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -418806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -418810.000000 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -418810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -418812.718750 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -418812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -418815.625000 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -418815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -418817.000000 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -418817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -418817.000000 Penalty: 4033.822510
	Iteration 26F: 3 clusters Score -418817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Entering Unmasked Estep 
Score: -6027054.500000 Penalty: 2656.706787
	Iteration 0F: 2 clusters Score -6027054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5996635.000000 Penalty: 5313.413574
	Iteration 0F: 3 clusters Score -5996635 nChanged 20774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -6008348.500000 Penalty: 5313.413574
	Iteration 1F: 3 clusters Score -6008348 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -6008885.500000 Penalty: 5313.413574
	Iteration 2Q: 3 clusters Score -6008886 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -6009420.500000 Penalty: 5313.413574
	Iteration 3Q: 3 clusters Score -6009420 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -6010111.000000 Penalty: 5313.413574
	Iteration 4Q: 3 clusters Score -6010111 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -6011089.500000 Penalty: 5313.413574
	Iteration 5Q: 3 clusters Score -6011090 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -6012765.500000 Penalty: 5313.413574
	Iteration 6F: 3 clusters Score -6012766 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -6015427.000000 Penalty: 5313.413574
	Iteration 7F: 3 clusters Score -6015427 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -6018717.000000 Penalty: 5313.413574
	Iteration 8F: 3 clusters Score -6018717 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6021549.000000 Penalty: 5313.413574
	Iteration 9F: 3 clusters Score -6021549 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6023311.000000 Penalty: 5313.413574
	Iteration 10Q: 3 clusters Score -6023311 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6024214.500000 Penalty: 5313.413574
	Iteration 11Q: 3 clusters Score -6024214 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6024702.500000 Penalty: 5313.413574
	Iteration 12Q: 3 clusters Score -6024702 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6024954.500000 Penalty: 5313.413574
	Iteration 13Q: 3 clusters Score -6024954 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6025071.500000 Penalty: 5313.413574
	Iteration 14Q: 3 clusters Score -6025072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6025153.500000 Penalty: 5313.413574
	Iteration 15Q: 3 clusters Score -6025154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6025227.500000 Penalty: 5313.413574
	Iteration 16Q: 3 clusters Score -6025228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6025283.500000 Penalty: 5313.413574
	Iteration 17Q: 3 clusters Score -6025284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6025317.000000 Penalty: 5313.413574
	Iteration 18Q: 3 clusters Score -6025317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6025358.000000 Penalty: 5313.413574
	Iteration 19Q: 3 clusters Score -6025358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6025377.000000 Penalty: 5313.413574
	Iteration 20F: 3 clusters Score -6025377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6025403.000000 Penalty: 5313.413574
	Iteration 21Q: 3 clusters Score -6025403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6025416.000000 Penalty: 5313.413574
	Iteration 22Q: 3 clusters Score -6025416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6025422.500000 Penalty: 5313.413574
	Iteration 23Q: 3 clusters Score -6025422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6025423.500000 Penalty: 5313.413574
	Iteration 24Q: 3 clusters Score -6025424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6025426.500000 Penalty: 5313.413574
	Iteration 25Q: 3 clusters Score -6025426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6025424.000000 Penalty: 5313.413574
	Iteration 26Q: 3 clusters Score -6025424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6025428.000000 Penalty: 5313.413574
	Iteration 27Q: 3 clusters Score -6025428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6025433.000000 Penalty: 5313.413574
	Iteration 28Q: 3 clusters Score -6025433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6025436.500000 Penalty: 5313.413574
	Iteration 29Q: 3 clusters Score -6025436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6025435.000000 Penalty: 5313.413574
	Iteration 30Q: 3 clusters Score -6025435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6025437.500000 Penalty: 5313.413574
	Iteration 31Q: 3 clusters Score -6025438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6025441.500000 Penalty: 5313.413574
	Iteration 32Q: 3 clusters Score -6025442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6025445.000000 Penalty: 5313.413574
	Iteration 33Q: 3 clusters Score -6025445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6025448.000000 Penalty: 5313.413574
	Iteration 34Q: 3 clusters Score -6025448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6025447.500000 Penalty: 5313.413574
	Iteration 35Q: 3 clusters Score -6025448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6025453.500000 Penalty: 5313.413574
	Iteration 36Q: 3 clusters Score -6025454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6025455.500000 Penalty: 5313.413574
	Iteration 37Q: 3 clusters Score -6025456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6025453.000000 Penalty: 5313.413574
	Iteration 38Q: 3 clusters Score -6025453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6025453.000000 Penalty: 5313.413574
	Iteration 39F: 3 clusters Score -6025453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -193766.046875 Penalty: 1809.678589
	Iteration 0F: 2 clusters Score -193766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191483.046875 Penalty: 3619.357178
	Iteration 0F: 3 clusters Score -191483 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -191846.312500 Penalty: 3619.357178
	Iteration 1F: 3 clusters Score -191846.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191950.484375 Penalty: 3619.357178
	Iteration 2F: 3 clusters Score -191950.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192002.562500 Penalty: 3619.357178
	Iteration 3Q: 3 clusters Score -192002.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -192036.796875 Penalty: 3619.357178
	Iteration 4Q: 3 clusters Score -192036.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192063.171875 Penalty: 3619.357178
	Iteration 5Q: 3 clusters Score -192063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192083.828125 Penalty: 3619.357178
	Iteration 6Q: 3 clusters Score -192083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192098.093750 Penalty: 3619.357178
	Iteration 7Q: 3 clusters Score -192098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -192115.187500 Penalty: 3619.357178
	Iteration 8Q: 3 clusters Score -192115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -192121.593750 Penalty: 3619.357178
	Iteration 9Q: 3 clusters Score -192121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -192129.125000 Penalty: 3619.357178
	Iteration 10Q: 3 clusters Score -192129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -192138.671875 Penalty: 3619.357178
	Iteration 11Q: 3 clusters Score -192138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192142.296875 Penalty: 3619.357178
	Iteration 12Q: 3 clusters Score -192142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -192142.296875 Penalty: 3619.357178
	Iteration 13F: 3 clusters Score -192142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Entering Unmasked Estep 
Score: -8823402.000000 Penalty: 2751.751709
	Iteration 0F: 2 clusters Score -8823402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -8779288.000000 Penalty: 5503.503418
	Iteration 0F: 3 clusters Score -8779288 nChanged 30726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -8796375.000000 Penalty: 5503.503418
	Iteration 1F: 3 clusters Score -8796375 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -8796992.000000 Penalty: 5503.503418
	Iteration 2Q: 3 clusters Score -8796992 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -8797688.000000 Penalty: 5503.503418
	Iteration 3Q: 3 clusters Score -8797688 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -8798591.000000 Penalty: 5503.503418
	Iteration 4Q: 3 clusters Score -8798591 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8799713.000000 Penalty: 5503.503418
	Iteration 5Q: 3 clusters Score -8799713 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -8801168.000000 Penalty: 5503.503418
	Iteration 6Q: 3 clusters Score -8801168 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -8803107.000000 Penalty: 5503.503418
	Iteration 7Q: 3 clusters Score -8803107 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -8805634.000000 Penalty: 5503.503418
	Iteration 8F: 3 clusters Score -8805634 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8808431.000000 Penalty: 5503.503418
	Iteration 9F: 3 clusters Score -8808431 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -8810970.000000 Penalty: 5503.503418
	Iteration 10F: 3 clusters Score -8810970 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -8812531.000000 Penalty: 5503.503418
	Iteration 11Q: 3 clusters Score -8812531 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -8813231.000000 Penalty: 5503.503418
	Iteration 12Q: 3 clusters Score -8813231 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -8813525.000000 Penalty: 5503.503418
	Iteration 13Q: 3 clusters Score -8813525 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8813731.000000 Penalty: 5503.503418
	Iteration 14Q: 3 clusters Score -8813731 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -8813870.000000 Penalty: 5503.503418
	Iteration 15Q: 3 clusters Score -8813870 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -8813967.000000 Penalty: 5503.503418
	Iteration 16Q: 3 clusters Score -8813967 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -8814075.000000 Penalty: 5503.503418
	Iteration 17Q: 3 clusters Score -8814075 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8814190.000000 Penalty: 5503.503418
	Iteration 18Q: 3 clusters Score -8814190 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -8814325.000000 Penalty: 5503.503418
	Iteration 19Q: 3 clusters Score -8814325 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8814423.000000 Penalty: 5503.503418
	Iteration 20F: 3 clusters Score -8814423 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8814484.000000 Penalty: 5503.503418
	Iteration 21Q: 3 clusters Score -8814484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -8814519.000000 Penalty: 5503.503418
	Iteration 22Q: 3 clusters Score -8814519 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -8814609.000000 Penalty: 5503.503418
	Iteration 23Q: 3 clusters Score -8814609 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -8814693.000000 Penalty: 5503.503418
	Iteration 24Q: 3 clusters Score -8814693 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8814704.000000 Penalty: 5503.503418
	Iteration 25Q: 3 clusters Score -8814704 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8814757.000000 Penalty: 5503.503418
	Iteration 26Q: 3 clusters Score -8814757 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8814787.000000 Penalty: 5503.503418
	Iteration 27Q: 3 clusters Score -8814787 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -8814818.000000 Penalty: 5503.503418
	Iteration 28Q: 3 clusters Score -8814818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8814828.000000 Penalty: 5503.503418
	Iteration 29Q: 3 clusters Score -8814828 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8814859.000000 Penalty: 5503.503418
	Iteration 30Q: 3 clusters Score -8814859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8814901.000000 Penalty: 5503.503418
	Iteration 31Q: 3 clusters Score -8814901 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8814945.000000 Penalty: 5503.503418
	Iteration 32Q: 3 clusters Score -8814945 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8814939.000000 Penalty: 5503.503418
	Iteration 33Q: 3 clusters Score -8814939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8814959.000000 Penalty: 5503.503418
	Iteration 34Q: 3 clusters Score -8814959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -8814972.000000 Penalty: 5503.503418
	Iteration 35Q: 3 clusters Score -8814972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -8814974.000000 Penalty: 5503.503418
	Iteration 36Q: 3 clusters Score -8814974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -8814971.000000 Penalty: 5503.503418
	Iteration 37Q: 3 clusters Score -8814971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8814977.000000 Penalty: 5503.503418
	Iteration 38Q: 3 clusters Score -8814977 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8814981.000000 Penalty: 5503.503418
	Iteration 39Q: 3 clusters Score -8814981 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8815004.000000 Penalty: 5503.503418
	Iteration 40F: 3 clusters Score -8815004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8815031.000000 Penalty: 5503.503418
	Iteration 41Q: 3 clusters Score -8815031 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8815054.000000 Penalty: 5503.503418
	Iteration 42Q: 3 clusters Score -8815054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -8815072.000000 Penalty: 5503.503418
	Iteration 43Q: 3 clusters Score -8815072 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -8815049.000000 Penalty: 5503.503418
	Iteration 44Q: 3 clusters Score -8815049 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -8815059.000000 Penalty: 5503.503418
	Iteration 45Q: 3 clusters Score -8815059 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -8815049.000000 Penalty: 5503.503418
	Iteration 46Q: 3 clusters Score -8815049 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -8815030.000000 Penalty: 5503.503418
	Iteration 47Q: 3 clusters Score -8815030 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -8815048.000000 Penalty: 5503.503418
	Iteration 48Q: 3 clusters Score -8815048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -8815058.000000 Penalty: 5503.503418
	Iteration 49Q: 3 clusters Score -8815058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -8815059.000000 Penalty: 5503.503418
	Iteration 50Q: 3 clusters Score -8815059 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -8815055.000000 Penalty: 5503.503418
	Iteration 51Q: 3 clusters Score -8815055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -8815062.000000 Penalty: 5503.503418
	Iteration 52Q: 3 clusters Score -8815062 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -8815076.000000 Penalty: 5503.503418
	Iteration 53Q: 3 clusters Score -8815076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -8815081.000000 Penalty: 5503.503418
	Iteration 54Q: 3 clusters Score -8815081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8815077.000000 Penalty: 5503.503418
	Iteration 55Q: 3 clusters Score -8815077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8815081 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8815090.000000 Penalty: 5503.503418
	Iteration 57Q: 3 clusters Score -8815090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -8815096.000000 Penalty: 5503.503418
	Iteration 58Q: 3 clusters Score -8815096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8815101.000000 Penalty: 5503.503418
	Iteration 59Q: 3 clusters Score -8815101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -8815100.000000 Penalty: 5503.503418
	Iteration 60F: 3 clusters Score -8815100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -8815111.000000 Penalty: 5503.503418
	Iteration 61Q: 3 clusters Score -8815111 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -8815123.000000 Penalty: 5503.503418
	Iteration 62Q: 3 clusters Score -8815123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8815121.000000 Penalty: 5503.503418
	Iteration 63Q: 3 clusters Score -8815121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -8815130.000000 Penalty: 5503.503418
	Iteration 64Q: 3 clusters Score -8815130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8815115.000000 Penalty: 5503.503418
	Iteration 65Q: 3 clusters Score -8815115 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -8815098.000000 Penalty: 5503.503418
	Iteration 66Q: 3 clusters Score -8815098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -8815105.000000 Penalty: 5503.503418
	Iteration 67Q: 3 clusters Score -8815105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -8815101.000000 Penalty: 5503.503418
	Iteration 68Q: 3 clusters Score -8815101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8815104.000000 Penalty: 5503.503418
	Iteration 69Q: 3 clusters Score -8815104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -8815105.000000 Penalty: 5503.503418
	Iteration 70Q: 3 clusters Score -8815105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8815113.000000 Penalty: 5503.503418
	Iteration 71Q: 3 clusters Score -8815113 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -8815118.000000 Penalty: 5503.503418
	Iteration 72Q: 3 clusters Score -8815118 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8815124.000000 Penalty: 5503.503418
	Iteration 73Q: 3 clusters Score -8815124 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -8815125.000000 Penalty: 5503.503418
	Iteration 74Q: 3 clusters Score -8815125 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -8815109.000000 Penalty: 5503.503418
	Iteration 75Q: 3 clusters Score -8815109 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8815108 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -8815115.000000 Penalty: 5503.503418
	Iteration 77Q: 3 clusters Score -8815115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -8815129.000000 Penalty: 5503.503418
	Iteration 78Q: 3 clusters Score -8815129 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -8815111.000000 Penalty: 5503.503418
	Iteration 79Q: 3 clusters Score -8815111 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -8815125.000000 Penalty: 5503.503418
	Iteration 80F: 3 clusters Score -8815125 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8815125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -8815127.000000 Penalty: 5503.503418
	Iteration 82Q: 3 clusters Score -8815127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -8815113.000000 Penalty: 5503.503418
	Iteration 83Q: 3 clusters Score -8815113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -8815126.000000 Penalty: 5503.503418
	Iteration 84Q: 3 clusters Score -8815126 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40462 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8815113 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40505 members 
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Entering Unmasked Estep 
Score: -8815126.000000 Penalty: 5503.503418
	Iteration 86Q: 3 clusters Score -8815126 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40548 members 
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Entering Unmasked Estep 
Score: -8815117.000000 Penalty: 5503.503418
	Iteration 87Q: 3 clusters Score -8815117 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40597 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8815129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
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Entering Unmasked Estep 
Score: -8815141.000000 Penalty: 5503.503418
	Iteration 89Q: 3 clusters Score -8815141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8815131.000000 Penalty: 5503.503418
	Iteration 90Q: 3 clusters Score -8815131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
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Entering Unmasked Estep 
Score: -8815155.000000 Penalty: 5503.503418
	Iteration 91Q: 3 clusters Score -8815155 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40853 members 
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Entering Unmasked Estep 
Score: -8815168.000000 Penalty: 5503.503418
	Iteration 92Q: 3 clusters Score -8815168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
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Entering Unmasked Estep 
Score: -8815183.000000 Penalty: 5503.503418
	Iteration 93Q: 3 clusters Score -8815183 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40976 members 
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Entering Unmasked Estep 
Score: -8815199.000000 Penalty: 5503.503418
	Iteration 94Q: 3 clusters Score -8815199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
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Entering Unmasked Estep 
Score: -8815214.000000 Penalty: 5503.503418
	Iteration 95Q: 3 clusters Score -8815214 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41077 members 
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Entering Unmasked Estep 
Score: -8815181.000000 Penalty: 5503.503418
	Iteration 96Q: 3 clusters Score -8815181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
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Entering Unmasked Estep 
Score: -8815204.000000 Penalty: 5503.503418
	Iteration 97Q: 3 clusters Score -8815204 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8815204 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8815220.000000 Penalty: 5503.503418
	Iteration 99Q: 3 clusters Score -8815220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -8815236.000000 Penalty: 5503.503418
	Iteration 100F: 3 clusters Score -8815236 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41440 members 
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Entering Unmasked Estep 
Score: -8815212.000000 Penalty: 5503.503418
	Iteration 101Q: 3 clusters Score -8815212 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41533 members 
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Entering Unmasked Estep 
Score: -8815213.000000 Penalty: 5503.503418
	Iteration 102Q: 3 clusters Score -8815213 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41629 members 
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Entering Unmasked Estep 
Score: -8815225.000000 Penalty: 5503.503418
	Iteration 103Q: 3 clusters Score -8815225 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -8815235.000000 Penalty: 5503.503418
	Iteration 104Q: 3 clusters Score -8815235 nChanged 140
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Mstep: Class 1 contains 41853 members 
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Entering Unmasked Estep 
Score: -8815231.000000 Penalty: 5503.503418
	Iteration 105Q: 3 clusters Score -8815231 nChanged 117
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8815211 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42034 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8815215 nChanged 91
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8815249.000000 Penalty: 5503.503418
	Iteration 108Q: 3 clusters Score -8815249 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42202 members 
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Entering Unmasked Estep 
Score: -8815263.000000 Penalty: 5503.503418
	Iteration 109Q: 3 clusters Score -8815263 nChanged 93
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8815250 nChanged 87
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Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8815273.000000 Penalty: 5503.503418
	Iteration 111Q: 3 clusters Score -8815273 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42460 members 
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Entering Unmasked Estep 
Score: -8815288.000000 Penalty: 5503.503418
	Iteration 112Q: 3 clusters Score -8815288 nChanged 98
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8815285 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42649 members 
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Entering Unmasked Estep 
Score: -8815302.000000 Penalty: 5503.503418
	Iteration 114Q: 3 clusters Score -8815302 nChanged 100
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8815296.000000 Penalty: 5503.503418
	Iteration 115Q: 3 clusters Score -8815296 nChanged 87
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Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -8815303.000000 Penalty: 5503.503418
	Iteration 116Q: 3 clusters Score -8815303 nChanged 87
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Mstep: Class 1 contains 42907 members 
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Entering Unmasked Estep 
Score: -8815281.000000 Penalty: 5503.503418
	Iteration 117Q: 3 clusters Score -8815281 nChanged 92
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Entering Unmasked Estep 
Score: -8815309.000000 Penalty: 5503.503418
	Iteration 118Q: 3 clusters Score -8815309 nChanged 101
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Mstep: Class 1 contains 43082 members 
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Entering Unmasked Estep 
Score: -8815321.000000 Penalty: 5503.503418
	Iteration 119Q: 3 clusters Score -8815321 nChanged 114
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Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8815331.000000 Penalty: 5503.503418
	Iteration 120F: 3 clusters Score -8815331 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8815341 nChanged 114
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8815337 nChanged 122
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8815377 nChanged 152
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Entering Unmasked Estep 
Score: -8815405.000000 Penalty: 5503.503418
	Iteration 124Q: 3 clusters Score -8815405 nChanged 150
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8815398 nChanged 132
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Entering Unmasked Estep 
Score: -8815410.000000 Penalty: 5503.503418
	Iteration 126Q: 3 clusters Score -8815410 nChanged 123
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8815415 nChanged 140
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8815408 nChanged 156
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8815437 nChanged 127
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8815455 nChanged 141
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8815491 nChanged 141
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8815511 nChanged 150
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8815520 nChanged 149
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Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -8815517.000000 Penalty: 5503.503418
	Iteration 134Q: 3 clusters Score -8815517 nChanged 158
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Entering Unmasked Estep 
Score: -8815521.000000 Penalty: 5503.503418
	Iteration 135Q: 3 clusters Score -8815521 nChanged 164
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8815544 nChanged 166
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8815575 nChanged 188
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8815602 nChanged 196
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8815618 nChanged 200
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Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8815628.000000 Penalty: 5503.503418
	Iteration 140F: 3 clusters Score -8815628 nChanged 232
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Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8815644 nChanged 222
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8815683 nChanged 203
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8815675 nChanged 225
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Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8815717 nChanged 227
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8815771 nChanged 244
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Entering Unmasked Estep 
Score: -8815799.000000 Penalty: 5503.503418
	Iteration 146Q: 3 clusters Score -8815799 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -8815833.000000 Penalty: 5503.503418
	Iteration 147Q: 3 clusters Score -8815833 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -8815814.000000 Penalty: 5503.503418
	Iteration 148Q: 3 clusters Score -8815814 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -8815821.000000 Penalty: 5503.503418
	Iteration 149Q: 3 clusters Score -8815821 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -8815858.000000 Penalty: 5503.503418
	Iteration 150Q: 3 clusters Score -8815858 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -8815880.000000 Penalty: 5503.503418
	Iteration 151Q: 3 clusters Score -8815880 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -8815898.000000 Penalty: 5503.503418
	Iteration 152Q: 3 clusters Score -8815898 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -8815923.000000 Penalty: 5503.503418
	Iteration 153Q: 3 clusters Score -8815923 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -8815969.000000 Penalty: 5503.503418
	Iteration 154Q: 3 clusters Score -8815969 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8816048.000000 Penalty: 5503.503418
	Iteration 155Q: 3 clusters Score -8816048 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -8816079.000000 Penalty: 5503.503418
	Iteration 156Q: 3 clusters Score -8816079 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -8816158.000000 Penalty: 5503.503418
	Iteration 157Q: 3 clusters Score -8816158 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -8816226.000000 Penalty: 5503.503418
	Iteration 158Q: 3 clusters Score -8816226 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -8816309.000000 Penalty: 5503.503418
	Iteration 159Q: 3 clusters Score -8816309 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -8816387.000000 Penalty: 5503.503418
	Iteration 160F: 3 clusters Score -8816387 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -8816480.000000 Penalty: 5503.503418
	Iteration 161Q: 3 clusters Score -8816480 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -8816605.000000 Penalty: 5503.503418
	Iteration 162Q: 3 clusters Score -8816605 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -8816759.000000 Penalty: 5503.503418
	Iteration 163Q: 3 clusters Score -8816759 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -8816928.000000 Penalty: 5503.503418
	Iteration 164Q: 3 clusters Score -8816928 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8817062.000000 Penalty: 5503.503418
	Iteration 165Q: 3 clusters Score -8817062 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8817197.000000 Penalty: 5503.503418
	Iteration 166Q: 3 clusters Score -8817197 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -8817397.000000 Penalty: 5503.503418
	Iteration 167Q: 3 clusters Score -8817397 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -8817596.000000 Penalty: 5503.503418
	Iteration 168Q: 3 clusters Score -8817596 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -8817782.000000 Penalty: 5503.503418
	Iteration 169Q: 3 clusters Score -8817782 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -8818085.000000 Penalty: 5503.503418
	Iteration 170Q: 3 clusters Score -8818085 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8818298.000000 Penalty: 5503.503418
	Iteration 171Q: 3 clusters Score -8818298 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -8818547.000000 Penalty: 5503.503418
	Iteration 172Q: 3 clusters Score -8818547 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8818818.000000 Penalty: 5503.503418
	Iteration 173Q: 3 clusters Score -8818818 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8819050.000000 Penalty: 5503.503418
	Iteration 174Q: 3 clusters Score -8819050 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -8819339.000000 Penalty: 5503.503418
	Iteration 175Q: 3 clusters Score -8819339 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8819569.000000 Penalty: 5503.503418
	Iteration 176Q: 3 clusters Score -8819569 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8819778.000000 Penalty: 5503.503418
	Iteration 177Q: 3 clusters Score -8819778 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8819938.000000 Penalty: 5503.503418
	Iteration 178Q: 3 clusters Score -8819938 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8820081.000000 Penalty: 5503.503418
	Iteration 179Q: 3 clusters Score -8820081 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8820209.000000 Penalty: 5503.503418
	Iteration 180F: 3 clusters Score -8820209 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8820325.000000 Penalty: 5503.503418
	Iteration 181Q: 3 clusters Score -8820325 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8820434.000000 Penalty: 5503.503418
	Iteration 182Q: 3 clusters Score -8820434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8820539.000000 Penalty: 5503.503418
	Iteration 183Q: 3 clusters Score -8820539 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8820615.000000 Penalty: 5503.503418
	Iteration 184Q: 3 clusters Score -8820615 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8820691.000000 Penalty: 5503.503418
	Iteration 185Q: 3 clusters Score -8820691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8820747.000000 Penalty: 5503.503418
	Iteration 186Q: 3 clusters Score -8820747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8820788.000000 Penalty: 5503.503418
	Iteration 187Q: 3 clusters Score -8820788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8820804.000000 Penalty: 5503.503418
	Iteration 188Q: 3 clusters Score -8820804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8820827.000000 Penalty: 5503.503418
	Iteration 189Q: 3 clusters Score -8820827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8820853.000000 Penalty: 5503.503418
	Iteration 190Q: 3 clusters Score -8820853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8820897.000000 Penalty: 5503.503418
	Iteration 191Q: 3 clusters Score -8820897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8820923.000000 Penalty: 5503.503418
	Iteration 192Q: 3 clusters Score -8820923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8820928.000000 Penalty: 5503.503418
	Iteration 193Q: 3 clusters Score -8820928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8820944.000000 Penalty: 5503.503418
	Iteration 194Q: 3 clusters Score -8820944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8820962.000000 Penalty: 5503.503418
	Iteration 195Q: 3 clusters Score -8820962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8820983.000000 Penalty: 5503.503418
	Iteration 196Q: 3 clusters Score -8820983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8821012.000000 Penalty: 5503.503418
	Iteration 197Q: 3 clusters Score -8821012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8821021.000000 Penalty: 5503.503418
	Iteration 198Q: 3 clusters Score -8821021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8821029.000000 Penalty: 5503.503418
	Iteration 199Q: 3 clusters Score -8821029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8821043.000000 Penalty: 5503.503418
	Iteration 200F: 3 clusters Score -8821043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8821036.000000 Penalty: 5503.503418
	Iteration 201Q: 3 clusters Score -8821036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8821043.000000 Penalty: 5503.503418
	Iteration 202Q: 3 clusters Score -8821043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8821045.000000 Penalty: 5503.503418
	Iteration 203Q: 3 clusters Score -8821045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8821054.000000 Penalty: 5503.503418
	Iteration 204Q: 3 clusters Score -8821054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8821057.000000 Penalty: 5503.503418
	Iteration 205Q: 3 clusters Score -8821057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8821053.000000 Penalty: 5503.503418
	Iteration 206Q: 3 clusters Score -8821053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8821060.000000 Penalty: 5503.503418
	Iteration 207Q: 3 clusters Score -8821060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8821068.000000 Penalty: 5503.503418
	Iteration 208Q: 3 clusters Score -8821068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8821068.000000 Penalty: 5503.503418
	Iteration 209Q: 3 clusters Score -8821068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8821074.000000 Penalty: 5503.503418
	Iteration 210Q: 3 clusters Score -8821074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8821070.000000 Penalty: 5503.503418
	Iteration 211Q: 3 clusters Score -8821070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8821071.000000 Penalty: 5503.503418
	Iteration 212Q: 3 clusters Score -8821071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8821068.000000 Penalty: 5503.503418
	Iteration 213Q: 3 clusters Score -8821068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8821077.000000 Penalty: 5503.503418
	Iteration 214Q: 3 clusters Score -8821077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8821083.000000 Penalty: 5503.503418
	Iteration 215Q: 3 clusters Score -8821083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8821086.000000 Penalty: 5503.503418
	Iteration 216Q: 3 clusters Score -8821086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8821097.000000 Penalty: 5503.503418
	Iteration 217Q: 3 clusters Score -8821097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8821096.000000 Penalty: 5503.503418
	Iteration 218Q: 3 clusters Score -8821096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8821100.000000 Penalty: 5503.503418
	Iteration 219Q: 3 clusters Score -8821100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8821100.000000 Penalty: 5503.503418
	Iteration 220F: 3 clusters Score -8821100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -158715.125000 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -158715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156620.312500 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -156620.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -156910.046875 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -156910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -156999.171875 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -156999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157038.015625 Penalty: 3517.091309
	Iteration 3Q: 3 clusters Score -157038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -157059.671875 Penalty: 3517.091309
	Iteration 4Q: 3 clusters Score -157059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -157074.875000 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -157074.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -157090.765625 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -157090.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157106.531250 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -157106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -157112.515625 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -157112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157115.750000 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -157115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -157115.750000 Penalty: 3517.091309
	Iteration 10F: 3 clusters Score -157115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -132933.109375 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -132933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -130998.468750 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -130998.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131630.093750 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -131630.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -131998.703125 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -131998.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -132235.953125 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -132236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132433.875000 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -132433.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132671.281250 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -132671.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133126.515625 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -133126.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133303.171875 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -133303.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133380.406250 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -133380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133403.546875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -133403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133414.531250 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -133414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133416.703125 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -133416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133416.703125 Penalty: 3477.562012
	Iteration 12F: 3 clusters Score -133416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114160 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65892 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97394 members 
Mstep: Class 16 contains 175648 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177073 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123008 members 
Mstep: Class 22 contains 872 members 
Entering Unmasked Estep 
Score: -135281264.000000 Penalty: 75562.656250
Splitting cluster 13 changes total score from -135282496.000000 to -135281264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -68422.398438 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -68422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66863.843750 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -66863.84 nChanged 102
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: -67048.828125 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -67048.83 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: -67092.562500 Penalty: 3127.912598
	Iteration 2Q: 3 clusters Score -67092.56 nChanged 5
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: -67102.437500 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -67102.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67103.273438 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -67103.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67103.273438 Penalty: 3127.912598
	Iteration 5F: 3 clusters Score -67103.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Entering Unmasked Estep 
Score: -13044940.000000 Penalty: 2848.656982
	Iteration 0F: 2 clusters Score -1.304494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -12979486.000000 Penalty: 5697.313965
	Iteration 0F: 3 clusters Score -1.297949e+07 nChanged 46203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -13005689.000000 Penalty: 5697.313965
	Iteration 1F: 3 clusters Score -1.300569e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -13006401.000000 Penalty: 5697.313965
	Iteration 2Q: 3 clusters Score -1.30064e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -13007191.000000 Penalty: 5697.313965
	Iteration 3Q: 3 clusters Score -1.300719e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -13007771.000000 Penalty: 5697.313965
	Iteration 4Q: 3 clusters Score -1.300777e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -13008439.000000 Penalty: 5697.313965
	Iteration 5Q: 3 clusters Score -1.300844e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -13009419.000000 Penalty: 5697.313965
	Iteration 6Q: 3 clusters Score -1.300942e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -13010464.000000 Penalty: 5697.313965
	Iteration 7Q: 3 clusters Score -1.301046e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -13011997.000000 Penalty: 5697.313965
	Iteration 8Q: 3 clusters Score -1.3012e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -13014089.000000 Penalty: 5697.313965
	Iteration 9Q: 3 clusters Score -1.301409e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -13017204.000000 Penalty: 5697.313965
	Iteration 10F: 3 clusters Score -1.30172e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -13021713.000000 Penalty: 5697.313965
	Iteration 11F: 3 clusters Score -1.302171e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -13026560.000000 Penalty: 5697.313965
	Iteration 12F: 3 clusters Score -1.302656e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -13030814.000000 Penalty: 5697.313965
	Iteration 13F: 3 clusters Score -1.303081e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -13033785.000000 Penalty: 5697.313965
	Iteration 14Q: 3 clusters Score -1.303378e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -13035615.000000 Penalty: 5697.313965
	Iteration 15Q: 3 clusters Score -1.303562e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -13036936.000000 Penalty: 5697.313965
	Iteration 16Q: 3 clusters Score -1.303694e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -13037930.000000 Penalty: 5697.313965
	Iteration 17Q: 3 clusters Score -1.303793e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -13038950.000000 Penalty: 5697.313965
	Iteration 18Q: 3 clusters Score -1.303895e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -13039661.000000 Penalty: 5697.313965
	Iteration 19Q: 3 clusters Score -1.303966e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -13040302.000000 Penalty: 5697.313965
	Iteration 20F: 3 clusters Score -1.30403e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -13040882.000000 Penalty: 5697.313965
	Iteration 21Q: 3 clusters Score -1.304088e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -13041310.000000 Penalty: 5697.313965
	Iteration 22Q: 3 clusters Score -1.304131e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -13041619.000000 Penalty: 5697.313965
	Iteration 23Q: 3 clusters Score -1.304162e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -13041838.000000 Penalty: 5697.313965
	Iteration 24Q: 3 clusters Score -1.304184e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -13042059.000000 Penalty: 5697.313965
	Iteration 25Q: 3 clusters Score -1.304206e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13042211.000000 Penalty: 5697.313965
	Iteration 26Q: 3 clusters Score -1.304221e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13042337.000000 Penalty: 5697.313965
	Iteration 27Q: 3 clusters Score -1.304234e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13042423.000000 Penalty: 5697.313965
	Iteration 28Q: 3 clusters Score -1.304242e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13042474.000000 Penalty: 5697.313965
	Iteration 29Q: 3 clusters Score -1.304247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13042495.000000 Penalty: 5697.313965
	Iteration 30Q: 3 clusters Score -1.30425e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13042539.000000 Penalty: 5697.313965
	Iteration 31Q: 3 clusters Score -1.304254e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13042579.000000 Penalty: 5697.313965
	Iteration 32Q: 3 clusters Score -1.304258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13042599.000000 Penalty: 5697.313965
	Iteration 33Q: 3 clusters Score -1.30426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13042617.000000 Penalty: 5697.313965
	Iteration 34Q: 3 clusters Score -1.304262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13042644.000000 Penalty: 5697.313965
	Iteration 35Q: 3 clusters Score -1.304264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13042651.000000 Penalty: 5697.313965
	Iteration 36Q: 3 clusters Score -1.304265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13042651.000000 Penalty: 5697.313965
	Iteration 37Q: 3 clusters Score -1.304265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13042655.000000 Penalty: 5697.313965
	Iteration 38Q: 3 clusters Score -1.304266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13042652.000000 Penalty: 5697.313965
	Iteration 39Q: 3 clusters Score -1.304265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13042652.000000 Penalty: 5697.313965
	Iteration 40F: 3 clusters Score -1.304265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13042654.000000 Penalty: 5697.313965
	Iteration 41Q: 3 clusters Score -1.304265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13042661.000000 Penalty: 5697.313965
	Iteration 42Q: 3 clusters Score -1.304266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13042673.000000 Penalty: 5697.313965
	Iteration 43Q: 3 clusters Score -1.304267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13042666.000000 Penalty: 5697.313965
	Iteration 44Q: 3 clusters Score -1.304267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13042666.000000 Penalty: 5697.313965
	Iteration 45Q: 3 clusters Score -1.304267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13042655.000000 Penalty: 5697.313965
	Iteration 46Q: 3 clusters Score -1.304266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13042662.000000 Penalty: 5697.313965
	Iteration 47Q: 3 clusters Score -1.304266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13042666.000000 Penalty: 5697.313965
	Iteration 48Q: 3 clusters Score -1.304267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13042667.000000 Penalty: 5697.313965
	Iteration 49Q: 3 clusters Score -1.304267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13042667.000000 Penalty: 5697.313965
	Iteration 50F: 3 clusters Score -1.304267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Entering Unmasked Estep 
Score: -23354558.000000 Penalty: 2994.906982
	Iteration 0F: 2 clusters Score -2.335456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -23238632.000000 Penalty: 5989.813965
	Iteration 0F: 3 clusters Score -2.323863e+07 nChanged 84056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -23288186.000000 Penalty: 5989.813965
	Iteration 1F: 3 clusters Score -2.328819e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -23290254.000000 Penalty: 5989.813965
	Iteration 2Q: 3 clusters Score -2.329025e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -23293852.000000 Penalty: 5989.813965
	Iteration 3Q: 3 clusters Score -2.329385e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -23300272.000000 Penalty: 5989.813965
	Iteration 4F: 3 clusters Score -2.330027e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -23311380.000000 Penalty: 5989.813965
	Iteration 5F: 3 clusters Score -2.331138e+07 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 145146 members 
Entering Unmasked Estep 
Score: -23326456.000000 Penalty: 5989.813965
	Iteration 6F: 3 clusters Score -2.332646e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -23339900.000000 Penalty: 5989.813965
	Iteration 7F: 3 clusters Score -2.33399e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -23347450.000000 Penalty: 5989.813965
	Iteration 8Q: 3 clusters Score -2.334745e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -23350596.000000 Penalty: 5989.813965
	Iteration 9Q: 3 clusters Score -2.33506e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -23351684.000000 Penalty: 5989.813965
	Iteration 10Q: 3 clusters Score -2.335168e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -23352126.000000 Penalty: 5989.813965
	Iteration 11Q: 3 clusters Score -2.335213e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 173062 members 
Entering Unmasked Estep 
Score: -23352308.000000 Penalty: 5989.813965
	Iteration 12Q: 3 clusters Score -2.335231e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -23352444.000000 Penalty: 5989.813965
	Iteration 13Q: 3 clusters Score -2.335244e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -23352448.000000 Penalty: 5989.813965
	Iteration 14Q: 3 clusters Score -2.335245e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -23352474.000000 Penalty: 5989.813965
	Iteration 15Q: 3 clusters Score -2.335247e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -23352506.000000 Penalty: 5989.813965
	Iteration 16Q: 3 clusters Score -2.335251e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -23352538.000000 Penalty: 5989.813965
	Iteration 17Q: 3 clusters Score -2.335254e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -23352558.000000 Penalty: 5989.813965
	Iteration 18Q: 3 clusters Score -2.335256e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 174291 members 
Entering Unmasked Estep 
Score: -23352562.000000 Penalty: 5989.813965
	Iteration 19Q: 3 clusters Score -2.335256e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -23352586.000000 Penalty: 5989.813965
	Iteration 20F: 3 clusters Score -2.335259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -23352574.000000 Penalty: 5989.813965
	Iteration 21Q: 3 clusters Score -2.335257e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 174467 members 
Entering Unmasked Estep 
Score: -23352574.000000 Penalty: 5989.813965
	Iteration 22Q: 3 clusters Score -2.335257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -23352586.000000 Penalty: 5989.813965
	Iteration 23Q: 3 clusters Score -2.335259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -23352580.000000 Penalty: 5989.813965
	Iteration 24Q: 3 clusters Score -2.335258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 174546 members 
Entering Unmasked Estep 
Score: -23352582.000000 Penalty: 5989.813965
	Iteration 25Q: 3 clusters Score -2.335258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -23352568.000000 Penalty: 5989.813965
	Iteration 26Q: 3 clusters Score -2.335257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -23352582.000000 Penalty: 5989.813965
	Iteration 27Q: 3 clusters Score -2.335258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -23352558.000000 Penalty: 5989.813965
	Iteration 28Q: 3 clusters Score -2.335256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -23352558.000000 Penalty: 5989.813965
	Iteration 29Q: 3 clusters Score -2.335256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -23352550.000000 Penalty: 5989.813965
	Iteration 30Q: 3 clusters Score -2.335255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 174619 members 
Entering Unmasked Estep 
Score: -23352558.000000 Penalty: 5989.813965
	Iteration 31Q: 3 clusters Score -2.335256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -23352556.000000 Penalty: 5989.813965
	Iteration 32Q: 3 clusters Score -2.335256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -23352544.000000 Penalty: 5989.813965
	Iteration 33Q: 3 clusters Score -2.335254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -23352546.000000 Penalty: 5989.813965
	Iteration 34Q: 3 clusters Score -2.335255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -23352548.000000 Penalty: 5989.813965
	Iteration 35Q: 3 clusters Score -2.335255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -23352554.000000 Penalty: 5989.813965
	Iteration 36Q: 3 clusters Score -2.335255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -23352574.000000 Penalty: 5989.813965
	Iteration 37Q: 3 clusters Score -2.335257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23352570.000000 Penalty: 5989.813965
	Iteration 38Q: 3 clusters Score -2.335257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23352570.000000 Penalty: 5989.813965
	Iteration 39F: 3 clusters Score -2.335257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Entering Unmasked Estep 
Score: -4240145.000000 Penalty: 2568.223633
	Iteration 0F: 2 clusters Score -4240145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4218638.000000 Penalty: 5136.447266
	Iteration 0F: 3 clusters Score -4218638 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4226430.500000 Penalty: 5136.447266
	Iteration 1F: 3 clusters Score -4226430 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4226750.000000 Penalty: 5136.447266
	Iteration 2Q: 3 clusters Score -4226750 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4227089.500000 Penalty: 5136.447266
	Iteration 3Q: 3 clusters Score -4227090 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4227411.000000 Penalty: 5136.447266
	Iteration 4Q: 3 clusters Score -4227411 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4227859.000000 Penalty: 5136.447266
	Iteration 5Q: 3 clusters Score -4227859 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4228390.000000 Penalty: 5136.447266
	Iteration 6Q: 3 clusters Score -4228390 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4229160.500000 Penalty: 5136.447266
	Iteration 7Q: 3 clusters Score -4229160 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4230336.500000 Penalty: 5136.447266
	Iteration 8F: 3 clusters Score -4230336 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4232021.000000 Penalty: 5136.447266
	Iteration 9F: 3 clusters Score -4232021 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4234014.500000 Penalty: 5136.447266
	Iteration 10F: 3 clusters Score -4234014 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4235841.500000 Penalty: 5136.447266
	Iteration 11F: 3 clusters Score -4235842 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4236969.000000 Penalty: 5136.447266
	Iteration 12Q: 3 clusters Score -4236969 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4237517.500000 Penalty: 5136.447266
	Iteration 13Q: 3 clusters Score -4237518 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4237732.000000 Penalty: 5136.447266
	Iteration 14Q: 3 clusters Score -4237732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4237839.000000 Penalty: 5136.447266
	Iteration 15Q: 3 clusters Score -4237839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4237917.000000 Penalty: 5136.447266
	Iteration 16Q: 3 clusters Score -4237917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4237969.500000 Penalty: 5136.447266
	Iteration 17Q: 3 clusters Score -4237970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4238003.500000 Penalty: 5136.447266
	Iteration 18Q: 3 clusters Score -4238004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4238017.000000 Penalty: 5136.447266
	Iteration 19Q: 3 clusters Score -4238017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4238028.500000 Penalty: 5136.447266
	Iteration 20F: 3 clusters Score -4238028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4238046.500000 Penalty: 5136.447266
	Iteration 21Q: 3 clusters Score -4238046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4238061.500000 Penalty: 5136.447266
	Iteration 22Q: 3 clusters Score -4238062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4238070.000000 Penalty: 5136.447266
	Iteration 23Q: 3 clusters Score -4238070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4238076.500000 Penalty: 5136.447266
	Iteration 24Q: 3 clusters Score -4238076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4238086.000000 Penalty: 5136.447266
	Iteration 25Q: 3 clusters Score -4238086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4238089.500000 Penalty: 5136.447266
	Iteration 26Q: 3 clusters Score -4238090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4238088.500000 Penalty: 5136.447266
	Iteration 27Q: 3 clusters Score -4238088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4238088.500000 Penalty: 5136.447266
	Iteration 28F: 3 clusters Score -4238088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (177073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Entering Unmasked Estep 
Score: -23506312.000000 Penalty: 2996.910645
	Iteration 0F: 2 clusters Score -2.350631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -23393438.000000 Penalty: 5993.821289
	Iteration 0F: 3 clusters Score -2.339344e+07 nChanged 84799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -23442356.000000 Penalty: 5993.821289
	Iteration 1F: 3 clusters Score -2.344236e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -23443114.000000 Penalty: 5993.821289
	Iteration 2Q: 3 clusters Score -2.344311e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -23444118.000000 Penalty: 5993.821289
	Iteration 3Q: 3 clusters Score -2.344412e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -23445722.000000 Penalty: 5993.821289
	Iteration 4Q: 3 clusters Score -2.344572e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -23448866.000000 Penalty: 5993.821289
	Iteration 5Q: 3 clusters Score -2.344887e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -23455034.000000 Penalty: 5993.821289
	Iteration 6F: 3 clusters Score -2.345503e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -23465444.000000 Penalty: 5993.821289
	Iteration 7F: 3 clusters Score -2.346544e+07 nChanged 15656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -23478732.000000 Penalty: 5993.821289
	Iteration 8F: 3 clusters Score -2.347873e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 159716 members 
Entering Unmasked Estep 
Score: -23490298.000000 Penalty: 5993.821289
	Iteration 9F: 3 clusters Score -2.34903e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -23497778.000000 Penalty: 5993.821289
	Iteration 10F: 3 clusters Score -2.349778e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -23501430.000000 Penalty: 5993.821289
	Iteration 11Q: 3 clusters Score -2.350143e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -23502828.000000 Penalty: 5993.821289
	Iteration 12Q: 3 clusters Score -2.350283e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 176337 members 
Entering Unmasked Estep 
Score: -23503320.000000 Penalty: 5993.821289
	Iteration 13Q: 3 clusters Score -2.350332e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -23503528.000000 Penalty: 5993.821289
	Iteration 14Q: 3 clusters Score -2.350353e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23503638.000000 Penalty: 5993.821289
	Iteration 15Q: 3 clusters Score -2.350364e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 176747 members 
Entering Unmasked Estep 
Score: -23503674.000000 Penalty: 5993.821289
	Iteration 16Q: 3 clusters Score -2.350367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 176765 members 
Entering Unmasked Estep 
Score: -23503728.000000 Penalty: 5993.821289
	Iteration 17Q: 3 clusters Score -2.350373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -23503750.000000 Penalty: 5993.821289
	Iteration 18Q: 3 clusters Score -2.350375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 176780 members 
Entering Unmasked Estep 
Score: -23503776.000000 Penalty: 5993.821289
	Iteration 19Q: 3 clusters Score -2.350378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -23503790.000000 Penalty: 5993.821289
	Iteration 20F: 3 clusters Score -2.350379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -23503778.000000 Penalty: 5993.821289
	Iteration 21Q: 3 clusters Score -2.350378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -23503784.000000 Penalty: 5993.821289
	Iteration 22Q: 3 clusters Score -2.350378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176804 members 
Entering Unmasked Estep 
Score: -23503792.000000 Penalty: 5993.821289
	Iteration 23Q: 3 clusters Score -2.350379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 176805 members 
Entering Unmasked Estep 
Score: -23503778.000000 Penalty: 5993.821289
	Iteration 24Q: 3 clusters Score -2.350378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 176805 members 
Entering Unmasked Estep 
Score: -23503778.000000 Penalty: 5993.821289
	Iteration 25F: 3 clusters Score -2.350378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Entering Unmasked Estep 
Score: -6439201.500000 Penalty: 2672.285645
	Iteration 0F: 2 clusters Score -6439202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6406931.000000 Penalty: 5344.571289
	Iteration 0F: 3 clusters Score -6406931 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -6418809.500000 Penalty: 5344.571289
	Iteration 1F: 3 clusters Score -6418810 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6419366.000000 Penalty: 5344.571289
	Iteration 2Q: 3 clusters Score -6419366 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -6419971.500000 Penalty: 5344.571289
	Iteration 3Q: 3 clusters Score -6419972 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -6420668.000000 Penalty: 5344.571289
	Iteration 4Q: 3 clusters Score -6420668 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6421835.500000 Penalty: 5344.571289
	Iteration 5Q: 3 clusters Score -6421836 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -6423575.000000 Penalty: 5344.571289
	Iteration 6F: 3 clusters Score -6423575 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -6426072.000000 Penalty: 5344.571289
	Iteration 7F: 3 clusters Score -6426072 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -6429326.500000 Penalty: 5344.571289
	Iteration 8F: 3 clusters Score -6429326 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -6432689.500000 Penalty: 5344.571289
	Iteration 9F: 3 clusters Score -6432690 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6435031.000000 Penalty: 5344.571289
	Iteration 10Q: 3 clusters Score -6435031 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6436096.000000 Penalty: 5344.571289
	Iteration 11Q: 3 clusters Score -6436096 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -6436462.500000 Penalty: 5344.571289
	Iteration 12Q: 3 clusters Score -6436462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6436637.000000 Penalty: 5344.571289
	Iteration 13Q: 3 clusters Score -6436637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -6436715.000000 Penalty: 5344.571289
	Iteration 14Q: 3 clusters Score -6436715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6436773.500000 Penalty: 5344.571289
	Iteration 15Q: 3 clusters Score -6436774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6436788.000000 Penalty: 5344.571289
	Iteration 16Q: 3 clusters Score -6436788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -6436795.500000 Penalty: 5344.571289
	Iteration 17Q: 3 clusters Score -6436796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -6436809.500000 Penalty: 5344.571289
	Iteration 18Q: 3 clusters Score -6436810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6436812.000000 Penalty: 5344.571289
	Iteration 19Q: 3 clusters Score -6436812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6436819.000000 Penalty: 5344.571289
	Iteration 20F: 3 clusters Score -6436819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6436815.000000 Penalty: 5344.571289
	Iteration 21Q: 3 clusters Score -6436815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6436815.000000 Penalty: 5344.571289
	Iteration 22F: 3 clusters Score -6436815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -107019.062500 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -107019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105168.382812 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -105168.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105474.984375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -105475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105573.640625 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -105573.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105615.757812 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -105615.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105640.101562 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -105640.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105653.445312 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -105653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105661.289062 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -105661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105665.187500 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -105665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105670.156250 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -105670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105672.953125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -105673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105674.328125 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -105674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105674.328125 Penalty: 3358.311768
	Iteration 11F: 3 clusters Score -105674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (123008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Entering Unmasked Estep 
Score: -16464019.000000 Penalty: 2906.561279
	Iteration 0F: 2 clusters Score -1.646402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -16382576.000000 Penalty: 5813.122559
	Iteration 0F: 3 clusters Score -1.638258e+07 nChanged 58368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -16416103.000000 Penalty: 5813.122559
	Iteration 1F: 3 clusters Score -1.64161e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -16417069.000000 Penalty: 5813.122559
	Iteration 2Q: 3 clusters Score -1.641707e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -16418084.000000 Penalty: 5813.122559
	Iteration 3Q: 3 clusters Score -1.641808e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -16419587.000000 Penalty: 5813.122559
	Iteration 4Q: 3 clusters Score -1.641959e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -16421955.000000 Penalty: 5813.122559
	Iteration 5Q: 3 clusters Score -1.642196e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -16425956.000000 Penalty: 5813.122559
	Iteration 6F: 3 clusters Score -1.642596e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -16431919.000000 Penalty: 5813.122559
	Iteration 7F: 3 clusters Score -1.643192e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -16439737.000000 Penalty: 5813.122559
	Iteration 8F: 3 clusters Score -1.643974e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -16447099.000000 Penalty: 5813.122559
	Iteration 9F: 3 clusters Score -1.64471e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -16452577.000000 Penalty: 5813.122559
	Iteration 10Q: 3 clusters Score -1.645258e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -16455810.000000 Penalty: 5813.122559
	Iteration 11Q: 3 clusters Score -1.645581e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -16457611.000000 Penalty: 5813.122559
	Iteration 12Q: 3 clusters Score -1.645761e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -16458781.000000 Penalty: 5813.122559
	Iteration 13Q: 3 clusters Score -1.645878e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -16459703.000000 Penalty: 5813.122559
	Iteration 14Q: 3 clusters Score -1.64597e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -16460257.000000 Penalty: 5813.122559
	Iteration 15Q: 3 clusters Score -1.646026e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -16460706.000000 Penalty: 5813.122559
	Iteration 16Q: 3 clusters Score -1.646071e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -16461044.000000 Penalty: 5813.122559
	Iteration 17Q: 3 clusters Score -1.646104e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -16461329.000000 Penalty: 5813.122559
	Iteration 18Q: 3 clusters Score -1.646133e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117083 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -16461524.000000 Penalty: 5813.122559
	Iteration 19Q: 3 clusters Score -1.646152e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -16461674.000000 Penalty: 5813.122559
	Iteration 20F: 3 clusters Score -1.646167e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -16461800.000000 Penalty: 5813.122559
	Iteration 21Q: 3 clusters Score -1.64618e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118244 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -16461877.000000 Penalty: 5813.122559
	Iteration 22Q: 3 clusters Score -1.646188e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -16461958.000000 Penalty: 5813.122559
	Iteration 23Q: 3 clusters Score -1.646196e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -16462045.000000 Penalty: 5813.122559
	Iteration 24Q: 3 clusters Score -1.646204e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118891 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -16462089.000000 Penalty: 5813.122559
	Iteration 25Q: 3 clusters Score -1.646209e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -16462100.000000 Penalty: 5813.122559
	Iteration 26Q: 3 clusters Score -1.64621e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119151 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -16462172.000000 Penalty: 5813.122559
	Iteration 27Q: 3 clusters Score -1.646217e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -16462189.000000 Penalty: 5813.122559
	Iteration 28Q: 3 clusters Score -1.646219e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -16462218.000000 Penalty: 5813.122559
	Iteration 29Q: 3 clusters Score -1.646222e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -16462235.000000 Penalty: 5813.122559
	Iteration 30Q: 3 clusters Score -1.646224e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -16462230.000000 Penalty: 5813.122559
	Iteration 31Q: 3 clusters Score -1.646223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119608 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -16462242.000000 Penalty: 5813.122559
	Iteration 32Q: 3 clusters Score -1.646224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -16462273.000000 Penalty: 5813.122559
	Iteration 33Q: 3 clusters Score -1.646227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -16462286.000000 Penalty: 5813.122559
	Iteration 34Q: 3 clusters Score -1.646229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -16462297.000000 Penalty: 5813.122559
	Iteration 35Q: 3 clusters Score -1.64623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -16462320.000000 Penalty: 5813.122559
	Iteration 36Q: 3 clusters Score -1.646232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -16462308.000000 Penalty: 5813.122559
	Iteration 37Q: 3 clusters Score -1.646231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -16462310.000000 Penalty: 5813.122559
	Iteration 38Q: 3 clusters Score -1.646231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -16462313.000000 Penalty: 5813.122559
	Iteration 39Q: 3 clusters Score -1.646231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -16462307.000000 Penalty: 5813.122559
	Iteration 40F: 3 clusters Score -1.646231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -16462313.000000 Penalty: 5813.122559
	Iteration 41Q: 3 clusters Score -1.646231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -16462312.000000 Penalty: 5813.122559
	Iteration 42Q: 3 clusters Score -1.646231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119840 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -16462329.000000 Penalty: 5813.122559
	Iteration 43Q: 3 clusters Score -1.646233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -16462337.000000 Penalty: 5813.122559
	Iteration 44Q: 3 clusters Score -1.646234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119861 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -16462320.000000 Penalty: 5813.122559
	Iteration 45Q: 3 clusters Score -1.646232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -16462324.000000 Penalty: 5813.122559
	Iteration 46Q: 3 clusters Score -1.646232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16462321.000000 Penalty: 5813.122559
	Iteration 47Q: 3 clusters Score -1.646232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -16462314.000000 Penalty: 5813.122559
	Iteration 48Q: 3 clusters Score -1.646231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -16462321.000000 Penalty: 5813.122559
	Iteration 49Q: 3 clusters Score -1.646232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -16462320.000000 Penalty: 5813.122559
	Iteration 50Q: 3 clusters Score -1.646232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -16462317.000000 Penalty: 5813.122559
	Iteration 51Q: 3 clusters Score -1.646232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119883 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -16462316.000000 Penalty: 5813.122559
	Iteration 52Q: 3 clusters Score -1.646232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -16462321.000000 Penalty: 5813.122559
	Iteration 53Q: 3 clusters Score -1.646232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119885 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -16462321.000000 Penalty: 5813.122559
	Iteration 54F: 3 clusters Score -1.646232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 69668 members 
Mstep: Class 6 contains 114160 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65892 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97394 members 
Mstep: Class 16 contains 175648 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177073 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282480.000000 Penalty: 72127.992188
Iteration 319Q: 22 clusters Score -1.352825e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 69664 members 
Mstep: Class 6 contains 114153 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65890 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97390 members 
Mstep: Class 16 contains 175658 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177077 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282544.000000 Penalty: 72127.992188
Iteration 320F: 22 clusters Score -1.352825e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69667 members 
Mstep: Class 6 contains 114146 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65888 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97385 members 
Mstep: Class 16 contains 175665 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 177075 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282480.000000 Penalty: 72127.992188
Iteration 321Q: 22 clusters Score -1.352825e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69671 members 
Mstep: Class 6 contains 114143 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65883 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97382 members 
Mstep: Class 16 contains 175668 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177078 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282608.000000 Penalty: 72127.992188
Iteration 322Q: 22 clusters Score -1.352826e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69677 members 
Mstep: Class 6 contains 114135 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65881 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97380 members 
Mstep: Class 16 contains 175668 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 177083 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282560.000000 Penalty: 72127.992188
Iteration 323Q: 22 clusters Score -1.352826e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69681 members 
Mstep: Class 6 contains 114132 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65880 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97380 members 
Mstep: Class 16 contains 175661 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177085 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282496.000000 Penalty: 72127.992188
Iteration 324Q: 22 clusters Score -1.352825e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69682 members 
Mstep: Class 6 contains 114126 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65878 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97381 members 
Mstep: Class 16 contains 175663 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177083 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282576.000000 Penalty: 72127.992188
Iteration 325Q: 22 clusters Score -1.352826e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69683 members 
Mstep: Class 6 contains 114114 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65876 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97382 members 
Mstep: Class 16 contains 175673 members 
Mstep: Class 17 contains 31439 members 
Mstep: Class 18 contains 177083 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282640.000000 Penalty: 72127.992188
Iteration 326Q: 22 clusters Score -1.352826e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69684 members 
Mstep: Class 6 contains 114114 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65873 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97383 members 
Mstep: Class 16 contains 175673 members 
Mstep: Class 17 contains 31440 members 
Mstep: Class 18 contains 177079 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282544.000000 Penalty: 72127.992188
Iteration 327Q: 22 clusters Score -1.352825e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69685 members 
Mstep: Class 6 contains 114104 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44918 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65873 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97389 members 
Mstep: Class 16 contains 175679 members 
Mstep: Class 17 contains 31437 members 
Mstep: Class 18 contains 177070 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282544.000000 Penalty: 72127.992188
Iteration 328Q: 22 clusters Score -1.352825e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69688 members 
Mstep: Class 6 contains 114100 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44919 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65871 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97389 members 
Mstep: Class 16 contains 175681 members 
Mstep: Class 17 contains 31436 members 
Mstep: Class 18 contains 177064 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282656.000000 Penalty: 72127.992188
Iteration 329Q: 22 clusters Score -1.352827e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69689 members 
Mstep: Class 6 contains 114104 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97388 members 
Mstep: Class 16 contains 175676 members 
Mstep: Class 17 contains 31435 members 
Mstep: Class 18 contains 177064 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282544.000000 Penalty: 72127.992188
Iteration 330Q: 22 clusters Score -1.352825e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69689 members 
Mstep: Class 6 contains 114102 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44916 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97388 members 
Mstep: Class 16 contains 175680 members 
Mstep: Class 17 contains 31435 members 
Mstep: Class 18 contains 177058 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282576.000000 Penalty: 72127.992188
Iteration 331Q: 22 clusters Score -1.352826e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69691 members 
Mstep: Class 6 contains 114103 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3406 members 
Mstep: Class 9 contains 44915 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65866 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97389 members 
Mstep: Class 16 contains 175673 members 
Mstep: Class 17 contains 31435 members 
Mstep: Class 18 contains 177059 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282688.000000 Penalty: 72127.992188
Iteration 332Q: 22 clusters Score -1.352827e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69694 members 
Mstep: Class 6 contains 114101 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65865 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97388 members 
Mstep: Class 16 contains 175676 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177061 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282656.000000 Penalty: 72127.992188
Iteration 333Q: 22 clusters Score -1.352827e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69696 members 
Mstep: Class 6 contains 114098 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65867 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97390 members 
Mstep: Class 16 contains 175681 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177055 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282720.000000 Penalty: 72127.992188
Iteration 334Q: 22 clusters Score -1.352827e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69697 members 
Mstep: Class 6 contains 114096 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44910 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65867 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97390 members 
Mstep: Class 16 contains 175686 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177053 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282704.000000 Penalty: 72127.992188
Iteration 335Q: 22 clusters Score -1.352827e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 69699 members 
Mstep: Class 6 contains 114093 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65867 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97390 members 
Mstep: Class 16 contains 175687 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177053 members 
Mstep: Class 19 contains 47824 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282688.000000 Penalty: 72127.992188
Iteration 336Q: 22 clusters Score -1.352827e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69703 members 
Mstep: Class 6 contains 114092 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175688 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177045 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282688.000000 Penalty: 72127.992188
Iteration 337Q: 22 clusters Score -1.352827e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 114092 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175688 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177040 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282752.000000 Penalty: 72127.992188
Iteration 338Q: 22 clusters Score -1.352828e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69705 members 
Mstep: Class 6 contains 114093 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175689 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177038 members 
Mstep: Class 19 contains 47826 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282752.000000 Penalty: 72127.992188
Iteration 339Q: 22 clusters Score -1.352828e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 114095 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175689 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177036 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282720.000000 Penalty: 72127.992188
Iteration 340F: 22 clusters Score -1.352827e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 114097 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175687 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177035 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282720.000000 Penalty: 72127.992188
Iteration 341Q: 22 clusters Score -1.352827e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 114097 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175687 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177035 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135282720.000000 Penalty: 72127.992188
Iteration 342F: 22 clusters Score -1.352827e+08 nChanged 0
Entering ConstructFrom: 
Score: -135282720.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (53214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Entering Unmasked Estep 
Score: -6895505.000000 Penalty: 2698.755127
	Iteration 0F: 2 clusters Score -6895505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6859633.500000 Penalty: 5397.510254
	Iteration 0F: 3 clusters Score -6859634 nChanged 24603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -6873100.000000 Penalty: 5397.510254
	Iteration 1F: 3 clusters Score -6873100 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -6873546.000000 Penalty: 5397.510254
	Iteration 2Q: 3 clusters Score -6873546 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -6873940.000000 Penalty: 5397.510254
	Iteration 3Q: 3 clusters Score -6873940 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6874265.000000 Penalty: 5397.510254
	Iteration 4Q: 3 clusters Score -6874265 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6874574.500000 Penalty: 5397.510254
	Iteration 5Q: 3 clusters Score -6874574 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6874896.500000 Penalty: 5397.510254
	Iteration 6Q: 3 clusters Score -6874896 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6875279.500000 Penalty: 5397.510254
	Iteration 7Q: 3 clusters Score -6875280 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6875840.000000 Penalty: 5397.510254
	Iteration 8Q: 3 clusters Score -6875840 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6876763.500000 Penalty: 5397.510254
	Iteration 9Q: 3 clusters Score -6876764 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -6878245.500000 Penalty: 5397.510254
	Iteration 10F: 3 clusters Score -6878246 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -6880845.000000 Penalty: 5397.510254
	Iteration 11F: 3 clusters Score -6880845 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -6884580.000000 Penalty: 5397.510254
	Iteration 12F: 3 clusters Score -6884580 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6888477.000000 Penalty: 5397.510254
	Iteration 13F: 3 clusters Score -6888477 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -6891155.000000 Penalty: 5397.510254
	Iteration 14F: 3 clusters Score -6891155 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -6892382.500000 Penalty: 5397.510254
	Iteration 15Q: 3 clusters Score -6892382 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -6892792.500000 Penalty: 5397.510254
	Iteration 16Q: 3 clusters Score -6892792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -6892921.500000 Penalty: 5397.510254
	Iteration 17Q: 3 clusters Score -6892922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6892995.500000 Penalty: 5397.510254
	Iteration 18Q: 3 clusters Score -6892996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -6893026.500000 Penalty: 5397.510254
	Iteration 19Q: 3 clusters Score -6893026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6893074.500000 Penalty: 5397.510254
	Iteration 20F: 3 clusters Score -6893074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6893086.000000 Penalty: 5397.510254
	Iteration 21Q: 3 clusters Score -6893086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6893113.000000 Penalty: 5397.510254
	Iteration 22Q: 3 clusters Score -6893113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6893119.000000 Penalty: 5397.510254
	Iteration 23Q: 3 clusters Score -6893119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -6893120.500000 Penalty: 5397.510254
	Iteration 24Q: 3 clusters Score -6893120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -6893131.000000 Penalty: 5397.510254
	Iteration 25Q: 3 clusters Score -6893131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -6893135.000000 Penalty: 5397.510254
	Iteration 26Q: 3 clusters Score -6893135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -6893129.500000 Penalty: 5397.510254
	Iteration 27Q: 3 clusters Score -6893130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -6893129.500000 Penalty: 5397.510254
	Iteration 28F: 3 clusters Score -6893130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -34100.628906 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -34100.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32852.714844 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32852.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32961.875000 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -32961.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32968.875000 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -32968.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32983.679688 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -32983.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32986.593750 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -32986.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32986.593750 Penalty: 2825.758301
	Iteration 5F: 3 clusters Score -32986.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -582223.437500 Penalty: 2090.179688
	Iteration 0F: 2 clusters Score -582223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -577958.875000 Penalty: 4180.359375
	Iteration 0F: 3 clusters Score -577958.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -579014.875000 Penalty: 4180.359375
	Iteration 1F: 3 clusters Score -579014.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -579298.250000 Penalty: 4180.359375
	Iteration 2F: 3 clusters Score -579298.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -579551.187500 Penalty: 4180.359375
	Iteration 3F: 3 clusters Score -579551.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -579715.437500 Penalty: 4180.359375
	Iteration 4Q: 3 clusters Score -579715.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -579853.687500 Penalty: 4180.359375
	Iteration 5Q: 3 clusters Score -579853.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -579989.812500 Penalty: 4180.359375
	Iteration 6Q: 3 clusters Score -579989.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -580116.000000 Penalty: 4180.359375
	Iteration 7Q: 3 clusters Score -580116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -580228.000000 Penalty: 4180.359375
	Iteration 8Q: 3 clusters Score -580228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -580315.000000 Penalty: 4180.359375
	Iteration 9Q: 3 clusters Score -580315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -580374.312500 Penalty: 4180.359375
	Iteration 10Q: 3 clusters Score -580374.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -580435.312500 Penalty: 4180.359375
	Iteration 11Q: 3 clusters Score -580435.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -580485.187500 Penalty: 4180.359375
	Iteration 12Q: 3 clusters Score -580485.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -580528.437500 Penalty: 4180.359375
	Iteration 13Q: 3 clusters Score -580528.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -580568.812500 Penalty: 4180.359375
	Iteration 14Q: 3 clusters Score -580568.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -580606.125000 Penalty: 4180.359375
	Iteration 15Q: 3 clusters Score -580606.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -580642.812500 Penalty: 4180.359375
	Iteration 16Q: 3 clusters Score -580642.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -580673.000000 Penalty: 4180.359375
	Iteration 17Q: 3 clusters Score -580673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -580694.625000 Penalty: 4180.359375
	Iteration 18Q: 3 clusters Score -580694.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -580711.812500 Penalty: 4180.359375
	Iteration 19Q: 3 clusters Score -580711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -580724.375000 Penalty: 4180.359375
	Iteration 20F: 3 clusters Score -580724.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -580741.375000 Penalty: 4180.359375
	Iteration 21Q: 3 clusters Score -580741.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -580758.125000 Penalty: 4180.359375
	Iteration 22Q: 3 clusters Score -580758.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -580772.000000 Penalty: 4180.359375
	Iteration 23Q: 3 clusters Score -580772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -580778.500000 Penalty: 4180.359375
	Iteration 24Q: 3 clusters Score -580778.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -580783.000000 Penalty: 4180.359375
	Iteration 25Q: 3 clusters Score -580783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -580787.375000 Penalty: 4180.359375
	Iteration 26Q: 3 clusters Score -580787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -580791.062500 Penalty: 4180.359375
	Iteration 27Q: 3 clusters Score -580791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -580793.125000 Penalty: 4180.359375
	Iteration 28Q: 3 clusters Score -580793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -580796.125000 Penalty: 4180.359375
	Iteration 29Q: 3 clusters Score -580796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -580797.187500 Penalty: 4180.359375
	Iteration 30Q: 3 clusters Score -580797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -580797.750000 Penalty: 4180.359375
	Iteration 31Q: 3 clusters Score -580797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -580797.812500 Penalty: 4180.359375
	Iteration 32Q: 3 clusters Score -580797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -580798.375000 Penalty: 4180.359375
	Iteration 33Q: 3 clusters Score -580798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -580798.062500 Penalty: 4180.359375
	Iteration 34Q: 3 clusters Score -580798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -580799.500000 Penalty: 4180.359375
	Iteration 35Q: 3 clusters Score -580799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -580799.312500 Penalty: 4180.359375
	Iteration 36Q: 3 clusters Score -580799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -580800.125000 Penalty: 4180.359375
	Iteration 37Q: 3 clusters Score -580800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -580800.125000 Penalty: 4180.359375
	Iteration 38F: 3 clusters Score -580800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -2535737.250000 Penalty: 2454.672363
	Iteration 0F: 2 clusters Score -2535737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2521795.750000 Penalty: 4909.344727
	Iteration 0F: 3 clusters Score -2521796 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2526689.000000 Penalty: 4909.344727
	Iteration 1F: 3 clusters Score -2526689 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2527219.750000 Penalty: 4909.344727
	Iteration 2F: 3 clusters Score -2527220 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2527692.000000 Penalty: 4909.344727
	Iteration 3F: 3 clusters Score -2527692 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2528139.750000 Penalty: 4909.344727
	Iteration 4Q: 3 clusters Score -2528140 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2528590.000000 Penalty: 4909.344727
	Iteration 5Q: 3 clusters Score -2528590 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2529109.500000 Penalty: 4909.344727
	Iteration 6Q: 3 clusters Score -2529110 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2529689.000000 Penalty: 4909.344727
	Iteration 7Q: 3 clusters Score -2529689 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2530361.500000 Penalty: 4909.344727
	Iteration 8Q: 3 clusters Score -2530362 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2530996.500000 Penalty: 4909.344727
	Iteration 9Q: 3 clusters Score -2530996 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2531588.500000 Penalty: 4909.344727
	Iteration 10Q: 3 clusters Score -2531588 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2532073.500000 Penalty: 4909.344727
	Iteration 11Q: 3 clusters Score -2532074 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2532459.000000 Penalty: 4909.344727
	Iteration 12Q: 3 clusters Score -2532459 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2532719.500000 Penalty: 4909.344727
	Iteration 13Q: 3 clusters Score -2532720 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2532973.500000 Penalty: 4909.344727
	Iteration 14Q: 3 clusters Score -2532974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2533177.250000 Penalty: 4909.344727
	Iteration 15Q: 3 clusters Score -2533177 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2533297.500000 Penalty: 4909.344727
	Iteration 16Q: 3 clusters Score -2533298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2533394.500000 Penalty: 4909.344727
	Iteration 17Q: 3 clusters Score -2533394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2533471.000000 Penalty: 4909.344727
	Iteration 18Q: 3 clusters Score -2533471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2533519.000000 Penalty: 4909.344727
	Iteration 19Q: 3 clusters Score -2533519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2533565.250000 Penalty: 4909.344727
	Iteration 20F: 3 clusters Score -2533565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2533601.750000 Penalty: 4909.344727
	Iteration 21Q: 3 clusters Score -2533602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2533649.500000 Penalty: 4909.344727
	Iteration 22Q: 3 clusters Score -2533650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2533664.750000 Penalty: 4909.344727
	Iteration 23Q: 3 clusters Score -2533665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2533690.750000 Penalty: 4909.344727
	Iteration 24Q: 3 clusters Score -2533691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2533698.500000 Penalty: 4909.344727
	Iteration 25Q: 3 clusters Score -2533698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2533712.750000 Penalty: 4909.344727
	Iteration 26Q: 3 clusters Score -2533713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2533722.750000 Penalty: 4909.344727
	Iteration 27Q: 3 clusters Score -2533723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2533723.000000 Penalty: 4909.344727
	Iteration 28Q: 3 clusters Score -2533723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2533730.000000 Penalty: 4909.344727
	Iteration 29Q: 3 clusters Score -2533730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2533734.000000 Penalty: 4909.344727
	Iteration 30Q: 3 clusters Score -2533734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2533734.750000 Penalty: 4909.344727
	Iteration 31Q: 3 clusters Score -2533735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2533738.750000 Penalty: 4909.344727
	Iteration 32Q: 3 clusters Score -2533739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2533736.500000 Penalty: 4909.344727
	Iteration 33Q: 3 clusters Score -2533736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2533738.250000 Penalty: 4909.344727
	Iteration 34Q: 3 clusters Score -2533738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2533743.750000 Penalty: 4909.344727
	Iteration 35Q: 3 clusters Score -2533744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2533744.500000 Penalty: 4909.344727
	Iteration 36Q: 3 clusters Score -2533744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2533743.000000 Penalty: 4909.344727
	Iteration 37Q: 3 clusters Score -2533743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2533748.500000 Penalty: 4909.344727
	Iteration 38Q: 3 clusters Score -2533748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2533747.000000 Penalty: 4909.344727
	Iteration 39Q: 3 clusters Score -2533747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2533747.500000 Penalty: 4909.344727
	Iteration 40F: 3 clusters Score -2533748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2533756.250000 Penalty: 4909.344727
	Iteration 41Q: 3 clusters Score -2533756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2533753.250000 Penalty: 4909.344727
	Iteration 42Q: 3 clusters Score -2533753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2533755.250000 Penalty: 4909.344727
	Iteration 43Q: 3 clusters Score -2533755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2533760.250000 Penalty: 4909.344727
	Iteration 44Q: 3 clusters Score -2533760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2533764.000000 Penalty: 4909.344727
	Iteration 45Q: 3 clusters Score -2533764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2533765.000000 Penalty: 4909.344727
	Iteration 46Q: 3 clusters Score -2533765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2533765.750000 Penalty: 4909.344727
	Iteration 47Q: 3 clusters Score -2533766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2533770.000000 Penalty: 4909.344727
	Iteration 48Q: 3 clusters Score -2533770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2533769.750000 Penalty: 4909.344727
	Iteration 49Q: 3 clusters Score -2533770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2533768.000000 Penalty: 4909.344727
	Iteration 50Q: 3 clusters Score -2533768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2533768.500000 Penalty: 4909.344727
	Iteration 51Q: 3 clusters Score -2533768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2533773.250000 Penalty: 4909.344727
	Iteration 52Q: 3 clusters Score -2533773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2533770.250000 Penalty: 4909.344727
	Iteration 53Q: 3 clusters Score -2533770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2533770.250000 Penalty: 4909.344727
	Iteration 54Q: 3 clusters Score -2533770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2533770.250000 Penalty: 4909.344727
	Iteration 55F: 3 clusters Score -2533770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Entering Unmasked Estep 
Score: -9348168.000000 Penalty: 2765.699219
	Iteration 0F: 2 clusters Score -9348168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -9301390.000000 Penalty: 5531.398438
	Iteration 0F: 3 clusters Score -9301390 nChanged 32749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9319928.000000 Penalty: 5531.398438
	Iteration 1F: 3 clusters Score -9319928 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -9320686.000000 Penalty: 5531.398438
	Iteration 2Q: 3 clusters Score -9320686 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9321729.000000 Penalty: 5531.398438
	Iteration 3Q: 3 clusters Score -9321729 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -9323258.000000 Penalty: 5531.398438
	Iteration 4Q: 3 clusters Score -9323258 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -9325148.000000 Penalty: 5531.398438
	Iteration 5F: 3 clusters Score -9325148 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -9328025.000000 Penalty: 5531.398438
	Iteration 6F: 3 clusters Score -9328025 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -9331865.000000 Penalty: 5531.398438
	Iteration 7F: 3 clusters Score -9331865 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -9336154.000000 Penalty: 5531.398438
	Iteration 8F: 3 clusters Score -9336154 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -9339215.000000 Penalty: 5531.398438
	Iteration 9F: 3 clusters Score -9339215 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -9340604.000000 Penalty: 5531.398438
	Iteration 10Q: 3 clusters Score -9340604 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -9341087.000000 Penalty: 5531.398438
	Iteration 11Q: 3 clusters Score -9341087 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -9341447.000000 Penalty: 5531.398438
	Iteration 12Q: 3 clusters Score -9341447 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -9341723.000000 Penalty: 5531.398438
	Iteration 13Q: 3 clusters Score -9341723 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -9341936.000000 Penalty: 5531.398438
	Iteration 14Q: 3 clusters Score -9341936 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -9342183.000000 Penalty: 5531.398438
	Iteration 15Q: 3 clusters Score -9342183 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -9342444.000000 Penalty: 5531.398438
	Iteration 16Q: 3 clusters Score -9342444 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -9342650.000000 Penalty: 5531.398438
	Iteration 17Q: 3 clusters Score -9342650 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -9342854.000000 Penalty: 5531.398438
	Iteration 18Q: 3 clusters Score -9342854 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -9343030.000000 Penalty: 5531.398438
	Iteration 19Q: 3 clusters Score -9343030 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -9343271.000000 Penalty: 5531.398438
	Iteration 20F: 3 clusters Score -9343271 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -9343436.000000 Penalty: 5531.398438
	Iteration 21Q: 3 clusters Score -9343436 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -9343635.000000 Penalty: 5531.398438
	Iteration 22Q: 3 clusters Score -9343635 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -9343814.000000 Penalty: 5531.398438
	Iteration 23Q: 3 clusters Score -9343814 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -9343941.000000 Penalty: 5531.398438
	Iteration 24Q: 3 clusters Score -9343941 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -9344108.000000 Penalty: 5531.398438
	Iteration 25Q: 3 clusters Score -9344108 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -9344240.000000 Penalty: 5531.398438
	Iteration 26Q: 3 clusters Score -9344240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -9344338.000000 Penalty: 5531.398438
	Iteration 27Q: 3 clusters Score -9344338 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -9344445.000000 Penalty: 5531.398438
	Iteration 28Q: 3 clusters Score -9344445 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -9344534.000000 Penalty: 5531.398438
	Iteration 29Q: 3 clusters Score -9344534 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -9344661.000000 Penalty: 5531.398438
	Iteration 30Q: 3 clusters Score -9344661 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -9344819.000000 Penalty: 5531.398438
	Iteration 31Q: 3 clusters Score -9344819 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9344953.000000 Penalty: 5531.398438
	Iteration 32Q: 3 clusters Score -9344953 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -9345025.000000 Penalty: 5531.398438
	Iteration 33Q: 3 clusters Score -9345025 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -9345090.000000 Penalty: 5531.398438
	Iteration 34Q: 3 clusters Score -9345090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -9345157.000000 Penalty: 5531.398438
	Iteration 35Q: 3 clusters Score -9345157 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -9345183.000000 Penalty: 5531.398438
	Iteration 36Q: 3 clusters Score -9345183 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -9345290.000000 Penalty: 5531.398438
	Iteration 37Q: 3 clusters Score -9345290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -9345342.000000 Penalty: 5531.398438
	Iteration 38Q: 3 clusters Score -9345342 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -9345398.000000 Penalty: 5531.398438
	Iteration 39Q: 3 clusters Score -9345398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -9345448.000000 Penalty: 5531.398438
	Iteration 40F: 3 clusters Score -9345448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -9345522.000000 Penalty: 5531.398438
	Iteration 41Q: 3 clusters Score -9345522 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -9345576.000000 Penalty: 5531.398438
	Iteration 42Q: 3 clusters Score -9345576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -9345565.000000 Penalty: 5531.398438
	Iteration 43Q: 3 clusters Score -9345565 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -9345595.000000 Penalty: 5531.398438
	Iteration 44Q: 3 clusters Score -9345595 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -9345638.000000 Penalty: 5531.398438
	Iteration 45Q: 3 clusters Score -9345638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -9345654.000000 Penalty: 5531.398438
	Iteration 46Q: 3 clusters Score -9345654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -9345677.000000 Penalty: 5531.398438
	Iteration 47Q: 3 clusters Score -9345677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -9345706.000000 Penalty: 5531.398438
	Iteration 48Q: 3 clusters Score -9345706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -9345736.000000 Penalty: 5531.398438
	Iteration 49Q: 3 clusters Score -9345736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -9345770.000000 Penalty: 5531.398438
	Iteration 50Q: 3 clusters Score -9345770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -9345778.000000 Penalty: 5531.398438
	Iteration 51Q: 3 clusters Score -9345778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -9345795.000000 Penalty: 5531.398438
	Iteration 52Q: 3 clusters Score -9345795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -9345822.000000 Penalty: 5531.398438
	Iteration 53Q: 3 clusters Score -9345822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -9345825.000000 Penalty: 5531.398438
	Iteration 54Q: 3 clusters Score -9345825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -9345828.000000 Penalty: 5531.398438
	Iteration 55Q: 3 clusters Score -9345828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -9345837.000000 Penalty: 5531.398438
	Iteration 56Q: 3 clusters Score -9345837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -9345841.000000 Penalty: 5531.398438
	Iteration 57Q: 3 clusters Score -9345841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -9345852.000000 Penalty: 5531.398438
	Iteration 58Q: 3 clusters Score -9345852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -9345877.000000 Penalty: 5531.398438
	Iteration 59Q: 3 clusters Score -9345877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -9345873.000000 Penalty: 5531.398438
	Iteration 60F: 3 clusters Score -9345873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -9345882.000000 Penalty: 5531.398438
	Iteration 61Q: 3 clusters Score -9345882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -9345876.000000 Penalty: 5531.398438
	Iteration 62Q: 3 clusters Score -9345876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -9345889.000000 Penalty: 5531.398438
	Iteration 63Q: 3 clusters Score -9345889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -9345891.000000 Penalty: 5531.398438
	Iteration 64Q: 3 clusters Score -9345891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -9345907.000000 Penalty: 5531.398438
	Iteration 65Q: 3 clusters Score -9345907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -9345914.000000 Penalty: 5531.398438
	Iteration 66Q: 3 clusters Score -9345914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -9345918.000000 Penalty: 5531.398438
	Iteration 67Q: 3 clusters Score -9345918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -9345926.000000 Penalty: 5531.398438
	Iteration 68Q: 3 clusters Score -9345926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -9345918.000000 Penalty: 5531.398438
	Iteration 69Q: 3 clusters Score -9345918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -9345916.000000 Penalty: 5531.398438
	Iteration 70Q: 3 clusters Score -9345916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -9345921.000000 Penalty: 5531.398438
	Iteration 71Q: 3 clusters Score -9345921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -9345923.000000 Penalty: 5531.398438
	Iteration 72Q: 3 clusters Score -9345923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9345919.000000 Penalty: 5531.398438
	Iteration 73Q: 3 clusters Score -9345919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -9345921.000000 Penalty: 5531.398438
	Iteration 74Q: 3 clusters Score -9345921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -9345925.000000 Penalty: 5531.398438
	Iteration 75Q: 3 clusters Score -9345925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -9345923.000000 Penalty: 5531.398438
	Iteration 76Q: 3 clusters Score -9345923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -9345927.000000 Penalty: 5531.398438
	Iteration 77Q: 3 clusters Score -9345927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -9345933.000000 Penalty: 5531.398438
	Iteration 78Q: 3 clusters Score -9345933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -9345928.000000 Penalty: 5531.398438
	Iteration 79Q: 3 clusters Score -9345928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -9345936.000000 Penalty: 5531.398438
	Iteration 80F: 3 clusters Score -9345936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -9345945.000000 Penalty: 5531.398438
	Iteration 81Q: 3 clusters Score -9345945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -9345943.000000 Penalty: 5531.398438
	Iteration 82Q: 3 clusters Score -9345943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -9345953.000000 Penalty: 5531.398438
	Iteration 83Q: 3 clusters Score -9345953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -9345956.000000 Penalty: 5531.398438
	Iteration 84Q: 3 clusters Score -9345956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -9345957.000000 Penalty: 5531.398438
	Iteration 85Q: 3 clusters Score -9345957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -9345955.000000 Penalty: 5531.398438
	Iteration 86Q: 3 clusters Score -9345955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -9345961.000000 Penalty: 5531.398438
	Iteration 87Q: 3 clusters Score -9345961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -9345974.000000 Penalty: 5531.398438
	Iteration 88Q: 3 clusters Score -9345974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -9345973.000000 Penalty: 5531.398438
	Iteration 89Q: 3 clusters Score -9345973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -9345965.000000 Penalty: 5531.398438
	Iteration 90Q: 3 clusters Score -9345965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -9345958.000000 Penalty: 5531.398438
	Iteration 91Q: 3 clusters Score -9345958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -9345961.000000 Penalty: 5531.398438
	Iteration 92Q: 3 clusters Score -9345961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -9345965.000000 Penalty: 5531.398438
	Iteration 93Q: 3 clusters Score -9345965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -9345964.000000 Penalty: 5531.398438
	Iteration 94Q: 3 clusters Score -9345964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -9345968.000000 Penalty: 5531.398438
	Iteration 95Q: 3 clusters Score -9345968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -9345968.000000 Penalty: 5531.398438
	Iteration 96F: 3 clusters Score -9345968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Entering Unmasked Estep 
Score: -15261217.000000 Penalty: 2887.911377
	Iteration 0F: 2 clusters Score -1.526122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -15185410.000000 Penalty: 5775.822754
	Iteration 0F: 3 clusters Score -1.518541e+07 nChanged 54150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -15216378.000000 Penalty: 5775.822754
	Iteration 1F: 3 clusters Score -1.521638e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -15217285.000000 Penalty: 5775.822754
	Iteration 2Q: 3 clusters Score -1.521728e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -15218710.000000 Penalty: 5775.822754
	Iteration 3Q: 3 clusters Score -1.521871e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -15220957.000000 Penalty: 5775.822754
	Iteration 4Q: 3 clusters Score -1.522096e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -15224347.000000 Penalty: 5775.822754
	Iteration 5Q: 3 clusters Score -1.522435e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -15229111.000000 Penalty: 5775.822754
	Iteration 6F: 3 clusters Score -1.522911e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -15235682.000000 Penalty: 5775.822754
	Iteration 7F: 3 clusters Score -1.523568e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -15243009.000000 Penalty: 5775.822754
	Iteration 8F: 3 clusters Score -1.524301e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -15249167.000000 Penalty: 5775.822754
	Iteration 9F: 3 clusters Score -1.524917e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -15253445.000000 Penalty: 5775.822754
	Iteration 10Q: 3 clusters Score -1.525344e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110281 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -15255983.000000 Penalty: 5775.822754
	Iteration 11Q: 3 clusters Score -1.525598e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -15257330.000000 Penalty: 5775.822754
	Iteration 12Q: 3 clusters Score -1.525733e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15257955.000000 Penalty: 5775.822754
	Iteration 13Q: 3 clusters Score -1.525796e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15258231.000000 Penalty: 5775.822754
	Iteration 14Q: 3 clusters Score -1.525823e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -15258404.000000 Penalty: 5775.822754
	Iteration 15Q: 3 clusters Score -1.52584e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15258524.000000 Penalty: 5775.822754
	Iteration 16Q: 3 clusters Score -1.525852e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15258586.000000 Penalty: 5775.822754
	Iteration 17Q: 3 clusters Score -1.525859e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15258628.000000 Penalty: 5775.822754
	Iteration 18Q: 3 clusters Score -1.525863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15258665.000000 Penalty: 5775.822754
	Iteration 19Q: 3 clusters Score -1.525866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15258697.000000 Penalty: 5775.822754
	Iteration 20F: 3 clusters Score -1.52587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15258707.000000 Penalty: 5775.822754
	Iteration 21Q: 3 clusters Score -1.525871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15258722.000000 Penalty: 5775.822754
	Iteration 22Q: 3 clusters Score -1.525872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15258738.000000 Penalty: 5775.822754
	Iteration 23Q: 3 clusters Score -1.525874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15258743.000000 Penalty: 5775.822754
	Iteration 24Q: 3 clusters Score -1.525874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15258746.000000 Penalty: 5775.822754
	Iteration 25Q: 3 clusters Score -1.525875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15258750.000000 Penalty: 5775.822754
	Iteration 26Q: 3 clusters Score -1.525875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15258751.000000 Penalty: 5775.822754
	Iteration 27Q: 3 clusters Score -1.525875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15258759.000000 Penalty: 5775.822754
	Iteration 28Q: 3 clusters Score -1.525876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15258754.000000 Penalty: 5775.822754
	Iteration 29Q: 3 clusters Score -1.525875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15258758.000000 Penalty: 5775.822754
	Iteration 30Q: 3 clusters Score -1.525876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15258758.000000 Penalty: 5775.822754
	Iteration 31F: 3 clusters Score -1.525876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -108813.585938 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -108813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106942.531250 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -106942.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107375.507812 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -107375.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107597.070312 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -107597.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107732.921875 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -107732.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107885.460938 Penalty: 3397.662598
	Iteration 4Q: 3 clusters Score -107885.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108051.859375 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -108051.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -108169.320312 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -108169.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108213.054688 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -108213.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108261.468750 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -108261.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108305.421875 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -108305.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108358.710938 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -108358.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108423.179688 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -108423.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108477.656250 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -108477.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108517.398438 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -108517.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108569.343750 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -108569.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108613.968750 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -108614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108638.562500 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -108638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108662.406250 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -108662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108677.796875 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -108677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -108684.710938 Penalty: 3397.662598
	Iteration 19Q: 3 clusters Score -108684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -108690.382812 Penalty: 3397.662598
	Iteration 20F: 3 clusters Score -108690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -419762.531250 Penalty: 2016.984131
	Iteration 0F: 2 clusters Score -419762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -416244.843750 Penalty: 4033.968262
	Iteration 0F: 3 clusters Score -416244.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -417109.468750 Penalty: 4033.968262
	Iteration 1F: 3 clusters Score -417109.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -417378.593750 Penalty: 4033.968262
	Iteration 2F: 3 clusters Score -417378.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -417547.031250 Penalty: 4033.968262
	Iteration 3F: 3 clusters Score -417547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417686.937500 Penalty: 4033.968262
	Iteration 4Q: 3 clusters Score -417686.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -417782.937500 Penalty: 4033.968262
	Iteration 5Q: 3 clusters Score -417782.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -417903.937500 Penalty: 4033.968262
	Iteration 6Q: 3 clusters Score -417903.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -418011.312500 Penalty: 4033.968262
	Iteration 7Q: 3 clusters Score -418011.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -418114.562500 Penalty: 4033.968262
	Iteration 8Q: 3 clusters Score -418114.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -418215.843750 Penalty: 4033.968262
	Iteration 9Q: 3 clusters Score -418215.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -418332.781250 Penalty: 4033.968262
	Iteration 10Q: 3 clusters Score -418332.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -418472.687500 Penalty: 4033.968262
	Iteration 11Q: 3 clusters Score -418472.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -418612.187500 Penalty: 4033.968262
	Iteration 12Q: 3 clusters Score -418612.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -418705.843750 Penalty: 4033.968262
	Iteration 13Q: 3 clusters Score -418705.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -418765.281250 Penalty: 4033.968262
	Iteration 14Q: 3 clusters Score -418765.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -418798.937500 Penalty: 4033.968262
	Iteration 15Q: 3 clusters Score -418798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -418821.562500 Penalty: 4033.968262
	Iteration 16Q: 3 clusters Score -418821.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -418832.906250 Penalty: 4033.968262
	Iteration 17Q: 3 clusters Score -418832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418841.343750 Penalty: 4033.968262
	Iteration 18Q: 3 clusters Score -418841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -418847.968750 Penalty: 4033.968262
	Iteration 19Q: 3 clusters Score -418848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418855.250000 Penalty: 4033.968262
	Iteration 20F: 3 clusters Score -418855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -418858.750000 Penalty: 4033.968262
	Iteration 21Q: 3 clusters Score -418858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -418860.656250 Penalty: 4033.968262
	Iteration 22Q: 3 clusters Score -418860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -418862.312500 Penalty: 4033.968262
	Iteration 23Q: 3 clusters Score -418862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -418863.562500 Penalty: 4033.968262
	Iteration 24Q: 3 clusters Score -418863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -418863.562500 Penalty: 4033.968262
	Iteration 25F: 3 clusters Score -418863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Entering Unmasked Estep 
Score: -6026502.000000 Penalty: 2656.684570
	Iteration 0F: 2 clusters Score -6026502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5996208.000000 Penalty: 5313.369141
	Iteration 0F: 3 clusters Score -5996208 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6007700.000000 Penalty: 5313.369141
	Iteration 1F: 3 clusters Score -6007700 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6008381.000000 Penalty: 5313.369141
	Iteration 2Q: 3 clusters Score -6008381 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6009087.000000 Penalty: 5313.369141
	Iteration 3Q: 3 clusters Score -6009087 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6010065.000000 Penalty: 5313.369141
	Iteration 4Q: 3 clusters Score -6010065 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -6011468.500000 Penalty: 5313.369141
	Iteration 5F: 3 clusters Score -6011468 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6013419.500000 Penalty: 5313.369141
	Iteration 6F: 3 clusters Score -6013420 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -6016185.000000 Penalty: 5313.369141
	Iteration 7F: 3 clusters Score -6016185 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6019371.000000 Penalty: 5313.369141
	Iteration 8F: 3 clusters Score -6019371 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6021903.000000 Penalty: 5313.369141
	Iteration 9F: 3 clusters Score -6021903 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6023183.500000 Penalty: 5313.369141
	Iteration 10Q: 3 clusters Score -6023184 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -6023722.000000 Penalty: 5313.369141
	Iteration 11Q: 3 clusters Score -6023722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6023961.000000 Penalty: 5313.369141
	Iteration 12Q: 3 clusters Score -6023961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6024034.000000 Penalty: 5313.369141
	Iteration 13Q: 3 clusters Score -6024034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6024083.000000 Penalty: 5313.369141
	Iteration 14Q: 3 clusters Score -6024083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -6024115.000000 Penalty: 5313.369141
	Iteration 15Q: 3 clusters Score -6024115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -6024138.500000 Penalty: 5313.369141
	Iteration 16Q: 3 clusters Score -6024138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -6024153.500000 Penalty: 5313.369141
	Iteration 17Q: 3 clusters Score -6024154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -6024169.000000 Penalty: 5313.369141
	Iteration 18Q: 3 clusters Score -6024169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6024175.000000 Penalty: 5313.369141
	Iteration 19Q: 3 clusters Score -6024175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -6024178.000000 Penalty: 5313.369141
	Iteration 20F: 3 clusters Score -6024178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6024184.500000 Penalty: 5313.369141
	Iteration 21Q: 3 clusters Score -6024184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6024190.000000 Penalty: 5313.369141
	Iteration 22Q: 3 clusters Score -6024190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -6024195.500000 Penalty: 5313.369141
	Iteration 23Q: 3 clusters Score -6024196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -6024195.500000 Penalty: 5313.369141
	Iteration 24F: 3 clusters Score -6024196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -193766.046875 Penalty: 1809.678589
	Iteration 0F: 2 clusters Score -193766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -191456.843750 Penalty: 3619.357178
	Iteration 0F: 3 clusters Score -191456.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -191792.984375 Penalty: 3619.357178
	Iteration 1F: 3 clusters Score -191793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191892.031250 Penalty: 3619.357178
	Iteration 2F: 3 clusters Score -191892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -191956.203125 Penalty: 3619.357178
	Iteration 3Q: 3 clusters Score -191956.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -191998.093750 Penalty: 3619.357178
	Iteration 4Q: 3 clusters Score -191998.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -192023.734375 Penalty: 3619.357178
	Iteration 5Q: 3 clusters Score -192023.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192042.687500 Penalty: 3619.357178
	Iteration 6Q: 3 clusters Score -192042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192054.796875 Penalty: 3619.357178
	Iteration 7Q: 3 clusters Score -192054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192062.093750 Penalty: 3619.357178
	Iteration 8Q: 3 clusters Score -192062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192071.750000 Penalty: 3619.357178
	Iteration 9Q: 3 clusters Score -192071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -192082.453125 Penalty: 3619.357178
	Iteration 10Q: 3 clusters Score -192082.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192093.796875 Penalty: 3619.357178
	Iteration 11Q: 3 clusters Score -192093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192102.484375 Penalty: 3619.357178
	Iteration 12Q: 3 clusters Score -192102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192110.468750 Penalty: 3619.357178
	Iteration 13Q: 3 clusters Score -192110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192114.140625 Penalty: 3619.357178
	Iteration 14Q: 3 clusters Score -192114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192119.375000 Penalty: 3619.357178
	Iteration 15Q: 3 clusters Score -192119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -192124.156250 Penalty: 3619.357178
	Iteration 16Q: 3 clusters Score -192124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192127.343750 Penalty: 3619.357178
	Iteration 17Q: 3 clusters Score -192127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -192129.453125 Penalty: 3619.357178
	Iteration 18Q: 3 clusters Score -192129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192129.750000 Penalty: 3619.357178
	Iteration 19Q: 3 clusters Score -192129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192129.750000 Penalty: 3619.357178
	Iteration 20F: 3 clusters Score -192129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Entering Unmasked Estep 
Score: -8820239.000000 Penalty: 2751.661377
	Iteration 0F: 2 clusters Score -8820239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -8776048.000000 Penalty: 5503.322754
	Iteration 0F: 3 clusters Score -8776048 nChanged 30670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -8793210.000000 Penalty: 5503.322754
	Iteration 1F: 3 clusters Score -8793210 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -8793856.000000 Penalty: 5503.322754
	Iteration 2Q: 3 clusters Score -8793856 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -8794538.000000 Penalty: 5503.322754
	Iteration 3Q: 3 clusters Score -8794538 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -8795496.000000 Penalty: 5503.322754
	Iteration 4Q: 3 clusters Score -8795496 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -8796698.000000 Penalty: 5503.322754
	Iteration 5Q: 3 clusters Score -8796698 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -8798419.000000 Penalty: 5503.322754
	Iteration 6Q: 3 clusters Score -8798419 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8800792.000000 Penalty: 5503.322754
	Iteration 7F: 3 clusters Score -8800792 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -8803688.000000 Penalty: 5503.322754
	Iteration 8F: 3 clusters Score -8803688 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -8806634.000000 Penalty: 5503.322754
	Iteration 9F: 3 clusters Score -8806634 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -8809226.000000 Penalty: 5503.322754
	Iteration 10Q: 3 clusters Score -8809226 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -8811061.000000 Penalty: 5503.322754
	Iteration 11Q: 3 clusters Score -8811061 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -8812419.000000 Penalty: 5503.322754
	Iteration 12Q: 3 clusters Score -8812419 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8813235.000000 Penalty: 5503.322754
	Iteration 13Q: 3 clusters Score -8813235 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8813902.000000 Penalty: 5503.322754
	Iteration 14Q: 3 clusters Score -8813902 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -8814466.000000 Penalty: 5503.322754
	Iteration 15Q: 3 clusters Score -8814466 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8815025.000000 Penalty: 5503.322754
	Iteration 16Q: 3 clusters Score -8815025 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8815509.000000 Penalty: 5503.322754
	Iteration 17Q: 3 clusters Score -8815509 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8815999.000000 Penalty: 5503.322754
	Iteration 18Q: 3 clusters Score -8815999 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8816391.000000 Penalty: 5503.322754
	Iteration 19Q: 3 clusters Score -8816391 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8816745.000000 Penalty: 5503.322754
	Iteration 20F: 3 clusters Score -8816745 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8817009.000000 Penalty: 5503.322754
	Iteration 21Q: 3 clusters Score -8817009 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8817242.000000 Penalty: 5503.322754
	Iteration 22Q: 3 clusters Score -8817242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8817428.000000 Penalty: 5503.322754
	Iteration 23Q: 3 clusters Score -8817428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8817557.000000 Penalty: 5503.322754
	Iteration 24Q: 3 clusters Score -8817557 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8817621.000000 Penalty: 5503.322754
	Iteration 25Q: 3 clusters Score -8817621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8817669.000000 Penalty: 5503.322754
	Iteration 26Q: 3 clusters Score -8817669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8817712.000000 Penalty: 5503.322754
	Iteration 27Q: 3 clusters Score -8817712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8817733.000000 Penalty: 5503.322754
	Iteration 28Q: 3 clusters Score -8817733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8817759.000000 Penalty: 5503.322754
	Iteration 29Q: 3 clusters Score -8817759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8817771.000000 Penalty: 5503.322754
	Iteration 30Q: 3 clusters Score -8817771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8817796.000000 Penalty: 5503.322754
	Iteration 31Q: 3 clusters Score -8817796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8817811.000000 Penalty: 5503.322754
	Iteration 32Q: 3 clusters Score -8817811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8817819.000000 Penalty: 5503.322754
	Iteration 33Q: 3 clusters Score -8817819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8817822.000000 Penalty: 5503.322754
	Iteration 34Q: 3 clusters Score -8817822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8817833.000000 Penalty: 5503.322754
	Iteration 35Q: 3 clusters Score -8817833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8817836.000000 Penalty: 5503.322754
	Iteration 36Q: 3 clusters Score -8817836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8817830.000000 Penalty: 5503.322754
	Iteration 37Q: 3 clusters Score -8817830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8817833.000000 Penalty: 5503.322754
	Iteration 38Q: 3 clusters Score -8817833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8817834.000000 Penalty: 5503.322754
	Iteration 39Q: 3 clusters Score -8817834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8817841.000000 Penalty: 5503.322754
	Iteration 40F: 3 clusters Score -8817841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8817839.000000 Penalty: 5503.322754
	Iteration 41Q: 3 clusters Score -8817839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8817834.000000 Penalty: 5503.322754
	Iteration 42Q: 3 clusters Score -8817834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8817848.000000 Penalty: 5503.322754
	Iteration 43Q: 3 clusters Score -8817848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8817845.000000 Penalty: 5503.322754
	Iteration 44Q: 3 clusters Score -8817845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8817847.000000 Penalty: 5503.322754
	Iteration 45Q: 3 clusters Score -8817847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8817859.000000 Penalty: 5503.322754
	Iteration 46Q: 3 clusters Score -8817859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8817863.000000 Penalty: 5503.322754
	Iteration 47Q: 3 clusters Score -8817863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8817872.000000 Penalty: 5503.322754
	Iteration 48Q: 3 clusters Score -8817872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8817871.000000 Penalty: 5503.322754
	Iteration 49Q: 3 clusters Score -8817871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8817873.000000 Penalty: 5503.322754
	Iteration 50Q: 3 clusters Score -8817873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8817870.000000 Penalty: 5503.322754
	Iteration 51Q: 3 clusters Score -8817870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8817876.000000 Penalty: 5503.322754
	Iteration 52Q: 3 clusters Score -8817876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8817879.000000 Penalty: 5503.322754
	Iteration 53Q: 3 clusters Score -8817879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8817891.000000 Penalty: 5503.322754
	Iteration 54Q: 3 clusters Score -8817891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8817891.000000 Penalty: 5503.322754
	Iteration 55Q: 3 clusters Score -8817891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8817891.000000 Penalty: 5503.322754
	Iteration 56F: 3 clusters Score -8817891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -158715.125000 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -158715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -156638.890625 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -156638.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156932.906250 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -156932.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157021.953125 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -157022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157072.421875 Penalty: 3517.091309
	Iteration 3Q: 3 clusters Score -157072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157091.828125 Penalty: 3517.091309
	Iteration 4Q: 3 clusters Score -157091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157098.906250 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -157098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157103.906250 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -157103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157107.437500 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -157107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157111.750000 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -157111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157113.640625 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -157113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157116.453125 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -157116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157119.187500 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -157119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157120.718750 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -157120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157121.125000 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -157121.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157121.125000 Penalty: 3517.091309
	Iteration 14F: 3 clusters Score -157121.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -132933.109375 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -132933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130973.523438 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -130973.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131713.734375 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -131713.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -132581.171875 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -132581.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -133025.078125 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -133025.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -133204.906250 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -133204.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -133313.171875 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -133313.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -133354.531250 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -133354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -133380.781250 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -133380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -133388.671875 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -133388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -133396.171875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -133396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -133398.109375 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -133398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133400.031250 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -133400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133401.937500 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -133401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133405.937500 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -133405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -133406.718750 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -133406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133408.062500 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -133408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -133408.062500 Penalty: 3477.562012
	Iteration 16F: 3 clusters Score -133408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 298 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 69704 members 
Mstep: Class 6 contains 114097 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 65868 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 97391 members 
Mstep: Class 16 contains 175687 members 
Mstep: Class 17 contains 31433 members 
Mstep: Class 18 contains 177035 members 
Mstep: Class 19 contains 47828 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 123046 members 
Mstep: Class 22 contains 236 members 
Entering Unmasked Estep 
Score: -135281552.000000 Penalty: 75562.656250
Splitting cluster 13 changes total score from -135282720.000000 to -135281552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -68422.398438 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -68422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66869.984375 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -66869.98 nChanged 99
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: -67038.359375 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -67038.36 nChanged 22
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: -67078.484375 Penalty: 3127.912598
	Iteration 2Q: 3 clusters Score -67078.48 nChanged 9
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: -67099.023438 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -67099.02 nChanged 7
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: -67110.523438 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -67110.52 nChanged 2
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: -67111.945312 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -67111.95 nChanged 0
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: -67111.945312 Penalty: 3127.912598
	Iteration 6F: 3 clusters Score -67111.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Entering Unmasked Estep 
Score: -13044502.000000 Penalty: 2848.649414
	Iteration 0F: 2 clusters Score -1.30445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -12979170.000000 Penalty: 5697.298828
	Iteration 0F: 3 clusters Score -1.297917e+07 nChanged 46146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -13005390.000000 Penalty: 5697.298828
	Iteration 1F: 3 clusters Score -1.300539e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -13005961.000000 Penalty: 5697.298828
	Iteration 2Q: 3 clusters Score -1.300596e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -13006640.000000 Penalty: 5697.298828
	Iteration 3Q: 3 clusters Score -1.300664e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -13007479.000000 Penalty: 5697.298828
	Iteration 4Q: 3 clusters Score -1.300748e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -13008567.000000 Penalty: 5697.298828
	Iteration 5Q: 3 clusters Score -1.300857e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -13010120.000000 Penalty: 5697.298828
	Iteration 6Q: 3 clusters Score -1.301012e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -13012399.000000 Penalty: 5697.298828
	Iteration 7Q: 3 clusters Score -1.30124e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13015327.000000 Penalty: 5697.298828
	Iteration 8Q: 3 clusters Score -1.301533e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -13018926.000000 Penalty: 5697.298828
	Iteration 9F: 3 clusters Score -1.301893e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -13023192.000000 Penalty: 5697.298828
	Iteration 10F: 3 clusters Score -1.302319e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -13027293.000000 Penalty: 5697.298828
	Iteration 11F: 3 clusters Score -1.302729e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -13030134.000000 Penalty: 5697.298828
	Iteration 12Q: 3 clusters Score -1.303013e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -13031665.000000 Penalty: 5697.298828
	Iteration 13Q: 3 clusters Score -1.303166e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -13032301.000000 Penalty: 5697.298828
	Iteration 14Q: 3 clusters Score -1.30323e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -13032700.000000 Penalty: 5697.298828
	Iteration 15Q: 3 clusters Score -1.30327e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -13033052.000000 Penalty: 5697.298828
	Iteration 16Q: 3 clusters Score -1.303305e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -13033448.000000 Penalty: 5697.298828
	Iteration 17Q: 3 clusters Score -1.303345e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -13033828.000000 Penalty: 5697.298828
	Iteration 18Q: 3 clusters Score -1.303383e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -13034228.000000 Penalty: 5697.298828
	Iteration 19Q: 3 clusters Score -1.303423e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -13034685.000000 Penalty: 5697.298828
	Iteration 20F: 3 clusters Score -1.303468e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -13035104.000000 Penalty: 5697.298828
	Iteration 21Q: 3 clusters Score -1.30351e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -13035602.000000 Penalty: 5697.298828
	Iteration 22Q: 3 clusters Score -1.30356e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -13036070.000000 Penalty: 5697.298828
	Iteration 23Q: 3 clusters Score -1.303607e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -13036619.000000 Penalty: 5697.298828
	Iteration 24Q: 3 clusters Score -1.303662e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -13037132.000000 Penalty: 5697.298828
	Iteration 25Q: 3 clusters Score -1.303713e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -13037639.000000 Penalty: 5697.298828
	Iteration 26Q: 3 clusters Score -1.303764e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -13038121.000000 Penalty: 5697.298828
	Iteration 27Q: 3 clusters Score -1.303812e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -13038581.000000 Penalty: 5697.298828
	Iteration 28Q: 3 clusters Score -1.303858e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -13039009.000000 Penalty: 5697.298828
	Iteration 29Q: 3 clusters Score -1.303901e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -13039352.000000 Penalty: 5697.298828
	Iteration 30Q: 3 clusters Score -1.303935e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -13039672.000000 Penalty: 5697.298828
	Iteration 31Q: 3 clusters Score -1.303967e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -13040048.000000 Penalty: 5697.298828
	Iteration 32Q: 3 clusters Score -1.304005e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -13040342.000000 Penalty: 5697.298828
	Iteration 33Q: 3 clusters Score -1.304034e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -13040585.000000 Penalty: 5697.298828
	Iteration 34Q: 3 clusters Score -1.304058e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -13040732.000000 Penalty: 5697.298828
	Iteration 35Q: 3 clusters Score -1.304073e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -13040900.000000 Penalty: 5697.298828
	Iteration 36Q: 3 clusters Score -1.30409e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -13041089.000000 Penalty: 5697.298828
	Iteration 37Q: 3 clusters Score -1.304109e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -13041238.000000 Penalty: 5697.298828
	Iteration 38Q: 3 clusters Score -1.304124e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -13041355.000000 Penalty: 5697.298828
	Iteration 39Q: 3 clusters Score -1.304136e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -13041426.000000 Penalty: 5697.298828
	Iteration 40F: 3 clusters Score -1.304143e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -13041528.000000 Penalty: 5697.298828
	Iteration 41Q: 3 clusters Score -1.304153e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -13041614.000000 Penalty: 5697.298828
	Iteration 42Q: 3 clusters Score -1.304161e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -13041681.000000 Penalty: 5697.298828
	Iteration 43Q: 3 clusters Score -1.304168e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -13041723.000000 Penalty: 5697.298828
	Iteration 44Q: 3 clusters Score -1.304172e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -13041798.000000 Penalty: 5697.298828
	Iteration 45Q: 3 clusters Score -1.30418e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -13041849.000000 Penalty: 5697.298828
	Iteration 46Q: 3 clusters Score -1.304185e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -13041890.000000 Penalty: 5697.298828
	Iteration 47Q: 3 clusters Score -1.304189e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -13041942.000000 Penalty: 5697.298828
	Iteration 48Q: 3 clusters Score -1.304194e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -13041958.000000 Penalty: 5697.298828
	Iteration 49Q: 3 clusters Score -1.304196e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -13041973.000000 Penalty: 5697.298828
	Iteration 50Q: 3 clusters Score -1.304197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -13041975.000000 Penalty: 5697.298828
	Iteration 51Q: 3 clusters Score -1.304198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -13041985.000000 Penalty: 5697.298828
	Iteration 52Q: 3 clusters Score -1.304198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -13042014.000000 Penalty: 5697.298828
	Iteration 53Q: 3 clusters Score -1.304201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -13042035.000000 Penalty: 5697.298828
	Iteration 54Q: 3 clusters Score -1.304204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -13042041.000000 Penalty: 5697.298828
	Iteration 55Q: 3 clusters Score -1.304204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -13042052.000000 Penalty: 5697.298828
	Iteration 56Q: 3 clusters Score -1.304205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -13042069.000000 Penalty: 5697.298828
	Iteration 57Q: 3 clusters Score -1.304207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -13042080.000000 Penalty: 5697.298828
	Iteration 58Q: 3 clusters Score -1.304208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -13042070.000000 Penalty: 5697.298828
	Iteration 59Q: 3 clusters Score -1.304207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -13042067.000000 Penalty: 5697.298828
	Iteration 60F: 3 clusters Score -1.304207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -13042086.000000 Penalty: 5697.298828
	Iteration 61Q: 3 clusters Score -1.304209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -13042091.000000 Penalty: 5697.298828
	Iteration 62Q: 3 clusters Score -1.304209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -13042101.000000 Penalty: 5697.298828
	Iteration 63Q: 3 clusters Score -1.30421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -13042104.000000 Penalty: 5697.298828
	Iteration 64Q: 3 clusters Score -1.30421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -13042098.000000 Penalty: 5697.298828
	Iteration 65Q: 3 clusters Score -1.30421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -13042098.000000 Penalty: 5697.298828
	Iteration 66Q: 3 clusters Score -1.30421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -13042101.000000 Penalty: 5697.298828
	Iteration 67Q: 3 clusters Score -1.30421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -13042113.000000 Penalty: 5697.298828
	Iteration 68Q: 3 clusters Score -1.304211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -13042115.000000 Penalty: 5697.298828
	Iteration 69Q: 3 clusters Score -1.304212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -13042123.000000 Penalty: 5697.298828
	Iteration 70Q: 3 clusters Score -1.304212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -13042123.000000 Penalty: 5697.298828
	Iteration 71Q: 3 clusters Score -1.304212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -13042123.000000 Penalty: 5697.298828
	Iteration 72F: 3 clusters Score -1.304212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Entering Unmasked Estep 
Score: -23359866.000000 Penalty: 2994.961914
	Iteration 0F: 2 clusters Score -2.335987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -23243868.000000 Penalty: 5989.923828
	Iteration 0F: 3 clusters Score -2.324387e+07 nChanged 84254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -23292894.000000 Penalty: 5989.923828
	Iteration 1F: 3 clusters Score -2.329289e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -23294074.000000 Penalty: 5989.923828
	Iteration 2Q: 3 clusters Score -2.329407e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -23295306.000000 Penalty: 5989.923828
	Iteration 3Q: 3 clusters Score -2.329531e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -23297628.000000 Penalty: 5989.923828
	Iteration 4Q: 3 clusters Score -2.329763e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -23300534.000000 Penalty: 5989.923828
	Iteration 5Q: 3 clusters Score -2.330053e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -23304686.000000 Penalty: 5989.923828
	Iteration 6Q: 3 clusters Score -2.330469e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -23310312.000000 Penalty: 5989.923828
	Iteration 7F: 3 clusters Score -2.331031e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -23317180.000000 Penalty: 5989.923828
	Iteration 8F: 3 clusters Score -2.331718e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -23324182.000000 Penalty: 5989.923828
	Iteration 9F: 3 clusters Score -2.332418e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -23330146.000000 Penalty: 5989.923828
	Iteration 10F: 3 clusters Score -2.333015e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -23333938.000000 Penalty: 5989.923828
	Iteration 11Q: 3 clusters Score -2.333394e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -23335654.000000 Penalty: 5989.923828
	Iteration 12Q: 3 clusters Score -2.333565e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -23336474.000000 Penalty: 5989.923828
	Iteration 13Q: 3 clusters Score -2.333647e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -23337050.000000 Penalty: 5989.923828
	Iteration 14Q: 3 clusters Score -2.333705e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -23337484.000000 Penalty: 5989.923828
	Iteration 15Q: 3 clusters Score -2.333748e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -23337986.000000 Penalty: 5989.923828
	Iteration 16Q: 3 clusters Score -2.333799e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -23338474.000000 Penalty: 5989.923828
	Iteration 17Q: 3 clusters Score -2.333847e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -23338900.000000 Penalty: 5989.923828
	Iteration 18Q: 3 clusters Score -2.33389e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -23339370.000000 Penalty: 5989.923828
	Iteration 19Q: 3 clusters Score -2.333937e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -23339998.000000 Penalty: 5989.923828
	Iteration 20F: 3 clusters Score -2.334e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -23340596.000000 Penalty: 5989.923828
	Iteration 21Q: 3 clusters Score -2.33406e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -23340970.000000 Penalty: 5989.923828
	Iteration 22Q: 3 clusters Score -2.334097e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -23341456.000000 Penalty: 5989.923828
	Iteration 23Q: 3 clusters Score -2.334146e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -23341852.000000 Penalty: 5989.923828
	Iteration 24Q: 3 clusters Score -2.334185e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -23342266.000000 Penalty: 5989.923828
	Iteration 25Q: 3 clusters Score -2.334227e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109602 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -23342828.000000 Penalty: 5989.923828
	Iteration 26Q: 3 clusters Score -2.334283e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -23343214.000000 Penalty: 5989.923828
	Iteration 27Q: 3 clusters Score -2.334321e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -23343502.000000 Penalty: 5989.923828
	Iteration 28Q: 3 clusters Score -2.33435e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -23343772.000000 Penalty: 5989.923828
	Iteration 29Q: 3 clusters Score -2.334377e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -23343904.000000 Penalty: 5989.923828
	Iteration 30Q: 3 clusters Score -2.33439e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112180 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -23344162.000000 Penalty: 5989.923828
	Iteration 31Q: 3 clusters Score -2.334416e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112864 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -23344342.000000 Penalty: 5989.923828
	Iteration 32Q: 3 clusters Score -2.334434e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -23344526.000000 Penalty: 5989.923828
	Iteration 33Q: 3 clusters Score -2.334453e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114181 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -23344696.000000 Penalty: 5989.923828
	Iteration 34Q: 3 clusters Score -2.33447e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -23344738.000000 Penalty: 5989.923828
	Iteration 35Q: 3 clusters Score -2.334474e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -23344980.000000 Penalty: 5989.923828
	Iteration 36Q: 3 clusters Score -2.334498e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -23345136.000000 Penalty: 5989.923828
	Iteration 37Q: 3 clusters Score -2.334514e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -23345234.000000 Penalty: 5989.923828
	Iteration 38Q: 3 clusters Score -2.334523e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -23345260.000000 Penalty: 5989.923828
	Iteration 39Q: 3 clusters Score -2.334526e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118492 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -23345298.000000 Penalty: 5989.923828
	Iteration 40F: 3 clusters Score -2.33453e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -23345398.000000 Penalty: 5989.923828
	Iteration 41Q: 3 clusters Score -2.33454e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -23345468.000000 Penalty: 5989.923828
	Iteration 42Q: 3 clusters Score -2.334547e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -23345494.000000 Penalty: 5989.923828
	Iteration 43Q: 3 clusters Score -2.334549e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -23345602.000000 Penalty: 5989.923828
	Iteration 44Q: 3 clusters Score -2.33456e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122147 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -23345672.000000 Penalty: 5989.923828
	Iteration 45Q: 3 clusters Score -2.334567e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -23345764.000000 Penalty: 5989.923828
	Iteration 46Q: 3 clusters Score -2.334576e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -23345898.000000 Penalty: 5989.923828
	Iteration 47Q: 3 clusters Score -2.33459e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -23346002.000000 Penalty: 5989.923828
	Iteration 48Q: 3 clusters Score -2.3346e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125601 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -23346026.000000 Penalty: 5989.923828
	Iteration 49Q: 3 clusters Score -2.334603e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -23346108.000000 Penalty: 5989.923828
	Iteration 50Q: 3 clusters Score -2.334611e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -23346206.000000 Penalty: 5989.923828
	Iteration 51Q: 3 clusters Score -2.334621e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -23346386.000000 Penalty: 5989.923828
	Iteration 52Q: 3 clusters Score -2.334639e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -23346530.000000 Penalty: 5989.923828
	Iteration 53Q: 3 clusters Score -2.334653e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130513 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -23346672.000000 Penalty: 5989.923828
	Iteration 54Q: 3 clusters Score -2.334667e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131489 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -23346780.000000 Penalty: 5989.923828
	Iteration 55Q: 3 clusters Score -2.334678e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -23346944.000000 Penalty: 5989.923828
	Iteration 56Q: 3 clusters Score -2.334694e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133541 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -23347096.000000 Penalty: 5989.923828
	Iteration 57Q: 3 clusters Score -2.33471e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -23347198.000000 Penalty: 5989.923828
	Iteration 58Q: 3 clusters Score -2.33472e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -23347254.000000 Penalty: 5989.923828
	Iteration 59Q: 3 clusters Score -2.334725e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -23347398.000000 Penalty: 5989.923828
	Iteration 60F: 3 clusters Score -2.33474e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -23347632.000000 Penalty: 5989.923828
	Iteration 61Q: 3 clusters Score -2.334763e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138843 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -23347882.000000 Penalty: 5989.923828
	Iteration 62Q: 3 clusters Score -2.334788e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -23348138.000000 Penalty: 5989.923828
	Iteration 63Q: 3 clusters Score -2.334814e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141198 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -23348368.000000 Penalty: 5989.923828
	Iteration 64Q: 3 clusters Score -2.334837e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -23348486.000000 Penalty: 5989.923828
	Iteration 65Q: 3 clusters Score -2.334849e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143745 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -23348644.000000 Penalty: 5989.923828
	Iteration 66Q: 3 clusters Score -2.334864e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145090 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -23348976.000000 Penalty: 5989.923828
	Iteration 67Q: 3 clusters Score -2.334898e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146525 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -23349220.000000 Penalty: 5989.923828
	Iteration 68Q: 3 clusters Score -2.334922e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -23349510.000000 Penalty: 5989.923828
	Iteration 69Q: 3 clusters Score -2.334951e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -23349850.000000 Penalty: 5989.923828
	Iteration 70Q: 3 clusters Score -2.334985e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -23350154.000000 Penalty: 5989.923828
	Iteration 71Q: 3 clusters Score -2.335015e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152201 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -23350470.000000 Penalty: 5989.923828
	Iteration 72Q: 3 clusters Score -2.335047e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -23350870.000000 Penalty: 5989.923828
	Iteration 73Q: 3 clusters Score -2.335087e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -23351156.000000 Penalty: 5989.923828
	Iteration 74Q: 3 clusters Score -2.335116e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156527 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -23351494.000000 Penalty: 5989.923828
	Iteration 75Q: 3 clusters Score -2.335149e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -23351822.000000 Penalty: 5989.923828
	Iteration 76Q: 3 clusters Score -2.335182e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -23352258.000000 Penalty: 5989.923828
	Iteration 77Q: 3 clusters Score -2.335226e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -23352732.000000 Penalty: 5989.923828
	Iteration 78Q: 3 clusters Score -2.335273e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -23353136.000000 Penalty: 5989.923828
	Iteration 79Q: 3 clusters Score -2.335314e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -23353678.000000 Penalty: 5989.923828
	Iteration 80F: 3 clusters Score -2.335368e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -23354068.000000 Penalty: 5989.923828
	Iteration 81Q: 3 clusters Score -2.335407e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166078 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -23354410.000000 Penalty: 5989.923828
	Iteration 82Q: 3 clusters Score -2.335441e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -23354808.000000 Penalty: 5989.923828
	Iteration 83Q: 3 clusters Score -2.335481e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -23355160.000000 Penalty: 5989.923828
	Iteration 84Q: 3 clusters Score -2.335516e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -23355494.000000 Penalty: 5989.923828
	Iteration 85Q: 3 clusters Score -2.335549e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -23355678.000000 Penalty: 5989.923828
	Iteration 86Q: 3 clusters Score -2.335568e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -23355884.000000 Penalty: 5989.923828
	Iteration 87Q: 3 clusters Score -2.335588e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -23356088.000000 Penalty: 5989.923828
	Iteration 88Q: 3 clusters Score -2.335609e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171640 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23356262.000000 Penalty: 5989.923828
	Iteration 89Q: 3 clusters Score -2.335626e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -23356378.000000 Penalty: 5989.923828
	Iteration 90Q: 3 clusters Score -2.335638e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172359 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23356510.000000 Penalty: 5989.923828
	Iteration 91Q: 3 clusters Score -2.335651e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172653 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -23356664.000000 Penalty: 5989.923828
	Iteration 92Q: 3 clusters Score -2.335666e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23356730.000000 Penalty: 5989.923828
	Iteration 93Q: 3 clusters Score -2.335673e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23356816.000000 Penalty: 5989.923828
	Iteration 94Q: 3 clusters Score -2.335682e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23356880.000000 Penalty: 5989.923828
	Iteration 95Q: 3 clusters Score -2.335688e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173434 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23356988.000000 Penalty: 5989.923828
	Iteration 96Q: 3 clusters Score -2.335699e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23357076.000000 Penalty: 5989.923828
	Iteration 97Q: 3 clusters Score -2.335708e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23357080.000000 Penalty: 5989.923828
	Iteration 98Q: 3 clusters Score -2.335708e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173765 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23357114.000000 Penalty: 5989.923828
	Iteration 99Q: 3 clusters Score -2.335711e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23357168.000000 Penalty: 5989.923828
	Iteration 100F: 3 clusters Score -2.335717e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23357186.000000 Penalty: 5989.923828
	Iteration 101Q: 3 clusters Score -2.335719e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173974 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23357210.000000 Penalty: 5989.923828
	Iteration 102Q: 3 clusters Score -2.335721e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -23357238.000000 Penalty: 5989.923828
	Iteration 103Q: 3 clusters Score -2.335724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23357284.000000 Penalty: 5989.923828
	Iteration 104Q: 3 clusters Score -2.335728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174112 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23357308.000000 Penalty: 5989.923828
	Iteration 105Q: 3 clusters Score -2.335731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174136 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23357302.000000 Penalty: 5989.923828
	Iteration 106Q: 3 clusters Score -2.33573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174157 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23357306.000000 Penalty: 5989.923828
	Iteration 107Q: 3 clusters Score -2.335731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174169 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -23357328.000000 Penalty: 5989.923828
	Iteration 108Q: 3 clusters Score -2.335733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -23357348.000000 Penalty: 5989.923828
	Iteration 109Q: 3 clusters Score -2.335735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23357352.000000 Penalty: 5989.923828
	Iteration 110Q: 3 clusters Score -2.335735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174228 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23357350.000000 Penalty: 5989.923828
	Iteration 111Q: 3 clusters Score -2.335735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174244 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23357356.000000 Penalty: 5989.923828
	Iteration 112Q: 3 clusters Score -2.335736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174258 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23357356.000000 Penalty: 5989.923828
	Iteration 113Q: 3 clusters Score -2.335736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174277 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23357386.000000 Penalty: 5989.923828
	Iteration 114Q: 3 clusters Score -2.335739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23357388.000000 Penalty: 5989.923828
	Iteration 115Q: 3 clusters Score -2.335739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23357388.000000 Penalty: 5989.923828
	Iteration 116Q: 3 clusters Score -2.335739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23357384.000000 Penalty: 5989.923828
	Iteration 117Q: 3 clusters Score -2.335738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174318 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -23357394.000000 Penalty: 5989.923828
	Iteration 118Q: 3 clusters Score -2.335739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -23357402.000000 Penalty: 5989.923828
	Iteration 119Q: 3 clusters Score -2.33574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174343 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -23357412.000000 Penalty: 5989.923828
	Iteration 120F: 3 clusters Score -2.335741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174352 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23357418.000000 Penalty: 5989.923828
	Iteration 121Q: 3 clusters Score -2.335742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174364 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -23357400.000000 Penalty: 5989.923828
	Iteration 122Q: 3 clusters Score -2.33574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174370 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -23357388.000000 Penalty: 5989.923828
	Iteration 123Q: 3 clusters Score -2.335739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23357412.000000 Penalty: 5989.923828
	Iteration 124Q: 3 clusters Score -2.335741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174379 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23357416.000000 Penalty: 5989.923828
	Iteration 125Q: 3 clusters Score -2.335742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23357436.000000 Penalty: 5989.923828
	Iteration 126Q: 3 clusters Score -2.335744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -23357426.000000 Penalty: 5989.923828
	Iteration 127Q: 3 clusters Score -2.335743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23357434.000000 Penalty: 5989.923828
	Iteration 128Q: 3 clusters Score -2.335743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23357434.000000 Penalty: 5989.923828
	Iteration 129Q: 3 clusters Score -2.335743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23357432.000000 Penalty: 5989.923828
	Iteration 130Q: 3 clusters Score -2.335743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23357428.000000 Penalty: 5989.923828
	Iteration 131Q: 3 clusters Score -2.335743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23357428.000000 Penalty: 5989.923828
	Iteration 132F: 3 clusters Score -2.335743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Entering Unmasked Estep 
Score: -4239608.000000 Penalty: 2568.192139
	Iteration 0F: 2 clusters Score -4239608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4218228.000000 Penalty: 5136.384277
	Iteration 0F: 3 clusters Score -4218228 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4226075.000000 Penalty: 5136.384277
	Iteration 1F: 3 clusters Score -4226075 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4226679.000000 Penalty: 5136.384277
	Iteration 2F: 3 clusters Score -4226679 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4227336.500000 Penalty: 5136.384277
	Iteration 3Q: 3 clusters Score -4227336 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4228192.500000 Penalty: 5136.384277
	Iteration 4F: 3 clusters Score -4228192 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4229389.500000 Penalty: 5136.384277
	Iteration 5F: 3 clusters Score -4229390 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4231045.000000 Penalty: 5136.384277
	Iteration 6F: 3 clusters Score -4231045 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4232910.000000 Penalty: 5136.384277
	Iteration 7F: 3 clusters Score -4232910 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4234591.000000 Penalty: 5136.384277
	Iteration 8F: 3 clusters Score -4234591 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4235734.000000 Penalty: 5136.384277
	Iteration 9Q: 3 clusters Score -4235734 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4236355.000000 Penalty: 5136.384277
	Iteration 10Q: 3 clusters Score -4236355 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4236683.500000 Penalty: 5136.384277
	Iteration 11Q: 3 clusters Score -4236684 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4236861.000000 Penalty: 5136.384277
	Iteration 12Q: 3 clusters Score -4236861 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4236979.500000 Penalty: 5136.384277
	Iteration 13Q: 3 clusters Score -4236980 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4237080.000000 Penalty: 5136.384277
	Iteration 14Q: 3 clusters Score -4237080 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4237151.000000 Penalty: 5136.384277
	Iteration 15Q: 3 clusters Score -4237151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4237210.000000 Penalty: 5136.384277
	Iteration 16Q: 3 clusters Score -4237210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -4237273.000000 Penalty: 5136.384277
	Iteration 17Q: 3 clusters Score -4237273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4237304.000000 Penalty: 5136.384277
	Iteration 18Q: 3 clusters Score -4237304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4237315.000000 Penalty: 5136.384277
	Iteration 19Q: 3 clusters Score -4237315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4237330.500000 Penalty: 5136.384277
	Iteration 20F: 3 clusters Score -4237330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -4237347.000000 Penalty: 5136.384277
	Iteration 21Q: 3 clusters Score -4237347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4237358.000000 Penalty: 5136.384277
	Iteration 22Q: 3 clusters Score -4237358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4237367.500000 Penalty: 5136.384277
	Iteration 23Q: 3 clusters Score -4237368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4237372.000000 Penalty: 5136.384277
	Iteration 24Q: 3 clusters Score -4237372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -4237377.500000 Penalty: 5136.384277
	Iteration 25Q: 3 clusters Score -4237378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4237385.500000 Penalty: 5136.384277
	Iteration 26Q: 3 clusters Score -4237386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4237398.500000 Penalty: 5136.384277
	Iteration 27Q: 3 clusters Score -4237398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4237404.500000 Penalty: 5136.384277
	Iteration 28Q: 3 clusters Score -4237404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4237410.000000 Penalty: 5136.384277
	Iteration 29Q: 3 clusters Score -4237410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4237415.000000 Penalty: 5136.384277
	Iteration 30Q: 3 clusters Score -4237415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4237419.500000 Penalty: 5136.384277
	Iteration 31Q: 3 clusters Score -4237420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4237424.500000 Penalty: 5136.384277
	Iteration 32Q: 3 clusters Score -4237424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4237429.500000 Penalty: 5136.384277
	Iteration 33Q: 3 clusters Score -4237430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4237436.500000 Penalty: 5136.384277
	Iteration 34Q: 3 clusters Score -4237436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4237442.500000 Penalty: 5136.384277
	Iteration 35Q: 3 clusters Score -4237442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4237434.500000 Penalty: 5136.384277
	Iteration 36Q: 3 clusters Score -4237434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4237437.000000 Penalty: 5136.384277
	Iteration 37Q: 3 clusters Score -4237437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4237442.000000 Penalty: 5136.384277
	Iteration 38Q: 3 clusters Score -4237442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4237446.000000 Penalty: 5136.384277
	Iteration 39Q: 3 clusters Score -4237446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4237454.000000 Penalty: 5136.384277
	Iteration 40F: 3 clusters Score -4237454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4237460.000000 Penalty: 5136.384277
	Iteration 41Q: 3 clusters Score -4237460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4237457.500000 Penalty: 5136.384277
	Iteration 42Q: 3 clusters Score -4237458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4237464.500000 Penalty: 5136.384277
	Iteration 43Q: 3 clusters Score -4237464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4237470.500000 Penalty: 5136.384277
	Iteration 44Q: 3 clusters Score -4237470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4237485.000000 Penalty: 5136.384277
	Iteration 45Q: 3 clusters Score -4237485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4237486.500000 Penalty: 5136.384277
	Iteration 46Q: 3 clusters Score -4237486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4237489.000000 Penalty: 5136.384277
	Iteration 47Q: 3 clusters Score -4237489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4237494.000000 Penalty: 5136.384277
	Iteration 48Q: 3 clusters Score -4237494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4237502.000000 Penalty: 5136.384277
	Iteration 49Q: 3 clusters Score -4237502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4237504.000000 Penalty: 5136.384277
	Iteration 50Q: 3 clusters Score -4237504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4237504.500000 Penalty: 5136.384277
	Iteration 51Q: 3 clusters Score -4237504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4237517.500000 Penalty: 5136.384277
	Iteration 52Q: 3 clusters Score -4237518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4237517.500000 Penalty: 5136.384277
	Iteration 53Q: 3 clusters Score -4237518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4237517.500000 Penalty: 5136.384277
	Iteration 54Q: 3 clusters Score -4237518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4237523.500000 Penalty: 5136.384277
	Iteration 55Q: 3 clusters Score -4237524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4237525.500000 Penalty: 5136.384277
	Iteration 56Q: 3 clusters Score -4237526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4237521.000000 Penalty: 5136.384277
	Iteration 57Q: 3 clusters Score -4237521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4237521.000000 Penalty: 5136.384277
	Iteration 58F: 3 clusters Score -4237521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (177035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Entering Unmasked Estep 
Score: -23501210.000000 Penalty: 2996.857422
	Iteration 0F: 2 clusters Score -2.350121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -23387880.000000 Penalty: 5993.714844
	Iteration 0F: 3 clusters Score -2.338788e+07 nChanged 85052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -23437106.000000 Penalty: 5993.714844
	Iteration 1F: 3 clusters Score -2.343711e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -23437900.000000 Penalty: 5993.714844
	Iteration 2Q: 3 clusters Score -2.34379e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -23438950.000000 Penalty: 5993.714844
	Iteration 3Q: 3 clusters Score -2.343895e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -23440530.000000 Penalty: 5993.714844
	Iteration 4Q: 3 clusters Score -2.344053e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -23443294.000000 Penalty: 5993.714844
	Iteration 5Q: 3 clusters Score -2.344329e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -23448710.000000 Penalty: 5993.714844
	Iteration 6F: 3 clusters Score -2.344871e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -23458118.000000 Penalty: 5993.714844
	Iteration 7F: 3 clusters Score -2.345812e+07 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -23471288.000000 Penalty: 5993.714844
	Iteration 8F: 3 clusters Score -2.347129e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -23484054.000000 Penalty: 5993.714844
	Iteration 9F: 3 clusters Score -2.348405e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -23492122.000000 Penalty: 5993.714844
	Iteration 10F: 3 clusters Score -2.349212e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -23495722.000000 Penalty: 5993.714844
	Iteration 11Q: 3 clusters Score -2.349572e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23497214.000000 Penalty: 5993.714844
	Iteration 12Q: 3 clusters Score -2.349721e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175443 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23497848.000000 Penalty: 5993.714844
	Iteration 13Q: 3 clusters Score -2.349785e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175876 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -23498202.000000 Penalty: 5993.714844
	Iteration 14Q: 3 clusters Score -2.34982e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176060 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -23498360.000000 Penalty: 5993.714844
	Iteration 15Q: 3 clusters Score -2.349836e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -23498468.000000 Penalty: 5993.714844
	Iteration 16Q: 3 clusters Score -2.349847e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23498548.000000 Penalty: 5993.714844
	Iteration 17Q: 3 clusters Score -2.349855e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23498632.000000 Penalty: 5993.714844
	Iteration 18Q: 3 clusters Score -2.349863e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -23498640.000000 Penalty: 5993.714844
	Iteration 19Q: 3 clusters Score -2.349864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23498668.000000 Penalty: 5993.714844
	Iteration 20F: 3 clusters Score -2.349867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176364 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23498674.000000 Penalty: 5993.714844
	Iteration 21Q: 3 clusters Score -2.349867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176377 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23498686.000000 Penalty: 5993.714844
	Iteration 22Q: 3 clusters Score -2.349869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23498676.000000 Penalty: 5993.714844
	Iteration 23Q: 3 clusters Score -2.349868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176401 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23498712.000000 Penalty: 5993.714844
	Iteration 24Q: 3 clusters Score -2.349871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -23498720.000000 Penalty: 5993.714844
	Iteration 25Q: 3 clusters Score -2.349872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23498724.000000 Penalty: 5993.714844
	Iteration 26Q: 3 clusters Score -2.349872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176428 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23498742.000000 Penalty: 5993.714844
	Iteration 27Q: 3 clusters Score -2.349874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23498738.000000 Penalty: 5993.714844
	Iteration 28Q: 3 clusters Score -2.349874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176439 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23498740.000000 Penalty: 5993.714844
	Iteration 29Q: 3 clusters Score -2.349874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176441 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23498762.000000 Penalty: 5993.714844
	Iteration 30Q: 3 clusters Score -2.349876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23498754.000000 Penalty: 5993.714844
	Iteration 31Q: 3 clusters Score -2.349875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23498766.000000 Penalty: 5993.714844
	Iteration 32Q: 3 clusters Score -2.349877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -23498774.000000 Penalty: 5993.714844
	Iteration 33Q: 3 clusters Score -2.349877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176454 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23498774.000000 Penalty: 5993.714844
	Iteration 34Q: 3 clusters Score -2.349877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -23498782.000000 Penalty: 5993.714844
	Iteration 35Q: 3 clusters Score -2.349878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23498772.000000 Penalty: 5993.714844
	Iteration 36Q: 3 clusters Score -2.349877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23498772.000000 Penalty: 5993.714844
	Iteration 37Q: 3 clusters Score -2.349877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23498782.000000 Penalty: 5993.714844
	Iteration 38Q: 3 clusters Score -2.349878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -23498780.000000 Penalty: 5993.714844
	Iteration 39Q: 3 clusters Score -2.349878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23498778.000000 Penalty: 5993.714844
	Iteration 40F: 3 clusters Score -2.349878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23498774.000000 Penalty: 5993.714844
	Iteration 41Q: 3 clusters Score -2.349877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23498770.000000 Penalty: 5993.714844
	Iteration 42Q: 3 clusters Score -2.349877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23498770.000000 Penalty: 5993.714844
	Iteration 43F: 3 clusters Score -2.349877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Entering Unmasked Estep 
Score: -6439353.500000 Penalty: 2672.291016
	Iteration 0F: 2 clusters Score -6439354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -6407205.500000 Penalty: 5344.582031
	Iteration 0F: 3 clusters Score -6407206 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -6419026.000000 Penalty: 5344.582031
	Iteration 1F: 3 clusters Score -6419026 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -6419543.000000 Penalty: 5344.582031
	Iteration 2Q: 3 clusters Score -6419543 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6420072.500000 Penalty: 5344.582031
	Iteration 3Q: 3 clusters Score -6420072 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6420725.000000 Penalty: 5344.582031
	Iteration 4Q: 3 clusters Score -6420725 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -6421550.500000 Penalty: 5344.582031
	Iteration 5Q: 3 clusters Score -6421550 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6422742.500000 Penalty: 5344.582031
	Iteration 6Q: 3 clusters Score -6422742 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6424323.500000 Penalty: 5344.582031
	Iteration 7F: 3 clusters Score -6424324 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -6426580.000000 Penalty: 5344.582031
	Iteration 8F: 3 clusters Score -6426580 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6429489.500000 Penalty: 5344.582031
	Iteration 9F: 3 clusters Score -6429490 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -6432039.000000 Penalty: 5344.582031
	Iteration 10F: 3 clusters Score -6432039 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -6433250.000000 Penalty: 5344.582031
	Iteration 11Q: 3 clusters Score -6433250 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -6433592.500000 Penalty: 5344.582031
	Iteration 12Q: 3 clusters Score -6433592 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -6433802.500000 Penalty: 5344.582031
	Iteration 13Q: 3 clusters Score -6433802 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6433975.000000 Penalty: 5344.582031
	Iteration 14Q: 3 clusters Score -6433975 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -6434096.500000 Penalty: 5344.582031
	Iteration 15Q: 3 clusters Score -6434096 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -6434205.000000 Penalty: 5344.582031
	Iteration 16Q: 3 clusters Score -6434205 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -6434319.500000 Penalty: 5344.582031
	Iteration 17Q: 3 clusters Score -6434320 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -6434404.000000 Penalty: 5344.582031
	Iteration 18Q: 3 clusters Score -6434404 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6434518.000000 Penalty: 5344.582031
	Iteration 19Q: 3 clusters Score -6434518 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6434634.500000 Penalty: 5344.582031
	Iteration 20F: 3 clusters Score -6434634 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -6434736.000000 Penalty: 5344.582031
	Iteration 21Q: 3 clusters Score -6434736 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -6434850.000000 Penalty: 5344.582031
	Iteration 22Q: 3 clusters Score -6434850 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -6434970.500000 Penalty: 5344.582031
	Iteration 23Q: 3 clusters Score -6434970 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6435083.500000 Penalty: 5344.582031
	Iteration 24Q: 3 clusters Score -6435084 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6435202.000000 Penalty: 5344.582031
	Iteration 25Q: 3 clusters Score -6435202 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -6435339.000000 Penalty: 5344.582031
	Iteration 26Q: 3 clusters Score -6435339 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6435408.500000 Penalty: 5344.582031
	Iteration 27Q: 3 clusters Score -6435408 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -6435500.500000 Penalty: 5344.582031
	Iteration 28Q: 3 clusters Score -6435500 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -6435600.500000 Penalty: 5344.582031
	Iteration 29Q: 3 clusters Score -6435600 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6435687.500000 Penalty: 5344.582031
	Iteration 30Q: 3 clusters Score -6435688 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6435768.000000 Penalty: 5344.582031
	Iteration 31Q: 3 clusters Score -6435768 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6435875.500000 Penalty: 5344.582031
	Iteration 32Q: 3 clusters Score -6435876 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -6435943.500000 Penalty: 5344.582031
	Iteration 33Q: 3 clusters Score -6435944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6436017.500000 Penalty: 5344.582031
	Iteration 34Q: 3 clusters Score -6436018 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6436047.500000 Penalty: 5344.582031
	Iteration 35Q: 3 clusters Score -6436048 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6436101.000000 Penalty: 5344.582031
	Iteration 36Q: 3 clusters Score -6436101 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6436164.500000 Penalty: 5344.582031
	Iteration 37Q: 3 clusters Score -6436164 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6436233.000000 Penalty: 5344.582031
	Iteration 38Q: 3 clusters Score -6436233 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6436278.000000 Penalty: 5344.582031
	Iteration 39Q: 3 clusters Score -6436278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6436329.500000 Penalty: 5344.582031
	Iteration 40F: 3 clusters Score -6436330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6436368.500000 Penalty: 5344.582031
	Iteration 41Q: 3 clusters Score -6436368 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6436393.500000 Penalty: 5344.582031
	Iteration 42Q: 3 clusters Score -6436394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6436437.000000 Penalty: 5344.582031
	Iteration 43Q: 3 clusters Score -6436437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6436482.500000 Penalty: 5344.582031
	Iteration 44Q: 3 clusters Score -6436482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6436511.000000 Penalty: 5344.582031
	Iteration 45Q: 3 clusters Score -6436511 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6436529.000000 Penalty: 5344.582031
	Iteration 46Q: 3 clusters Score -6436529 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6436559.000000 Penalty: 5344.582031
	Iteration 47Q: 3 clusters Score -6436559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6436574.500000 Penalty: 5344.582031
	Iteration 48Q: 3 clusters Score -6436574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6436583.000000 Penalty: 5344.582031
	Iteration 49Q: 3 clusters Score -6436583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6436597.500000 Penalty: 5344.582031
	Iteration 50Q: 3 clusters Score -6436598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6436620.000000 Penalty: 5344.582031
	Iteration 51Q: 3 clusters Score -6436620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6436660.000000 Penalty: 5344.582031
	Iteration 52Q: 3 clusters Score -6436660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6436692.000000 Penalty: 5344.582031
	Iteration 53Q: 3 clusters Score -6436692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6436699.500000 Penalty: 5344.582031
	Iteration 54Q: 3 clusters Score -6436700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6436728.500000 Penalty: 5344.582031
	Iteration 55Q: 3 clusters Score -6436728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6436730.000000 Penalty: 5344.582031
	Iteration 56Q: 3 clusters Score -6436730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6436737.000000 Penalty: 5344.582031
	Iteration 57Q: 3 clusters Score -6436737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6436745.000000 Penalty: 5344.582031
	Iteration 58Q: 3 clusters Score -6436745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6436758.000000 Penalty: 5344.582031
	Iteration 59Q: 3 clusters Score -6436758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6436793.500000 Penalty: 5344.582031
	Iteration 60F: 3 clusters Score -6436794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6436802.000000 Penalty: 5344.582031
	Iteration 61Q: 3 clusters Score -6436802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6436829.500000 Penalty: 5344.582031
	Iteration 62Q: 3 clusters Score -6436830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6436846.500000 Penalty: 5344.582031
	Iteration 63Q: 3 clusters Score -6436846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6436856.500000 Penalty: 5344.582031
	Iteration 64Q: 3 clusters Score -6436856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6436867.000000 Penalty: 5344.582031
	Iteration 65Q: 3 clusters Score -6436867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6436865.500000 Penalty: 5344.582031
	Iteration 66Q: 3 clusters Score -6436866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6436865.500000 Penalty: 5344.582031
	Iteration 67Q: 3 clusters Score -6436866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6436873.000000 Penalty: 5344.582031
	Iteration 68Q: 3 clusters Score -6436873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6436875.000000 Penalty: 5344.582031
	Iteration 69Q: 3 clusters Score -6436875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6436885.500000 Penalty: 5344.582031
	Iteration 70Q: 3 clusters Score -6436886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6436900.500000 Penalty: 5344.582031
	Iteration 71Q: 3 clusters Score -6436900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6436894.500000 Penalty: 5344.582031
	Iteration 72Q: 3 clusters Score -6436894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6436902.000000 Penalty: 5344.582031
	Iteration 73Q: 3 clusters Score -6436902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6436903.500000 Penalty: 5344.582031
	Iteration 74Q: 3 clusters Score -6436904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6436900.000000 Penalty: 5344.582031
	Iteration 75Q: 3 clusters Score -6436900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6436922.500000 Penalty: 5344.582031
	Iteration 76Q: 3 clusters Score -6436922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6436933.500000 Penalty: 5344.582031
	Iteration 77Q: 3 clusters Score -6436934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6436925.000000 Penalty: 5344.582031
	Iteration 78Q: 3 clusters Score -6436925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6436929.500000 Penalty: 5344.582031
	Iteration 79Q: 3 clusters Score -6436930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6436931.000000 Penalty: 5344.582031
	Iteration 80F: 3 clusters Score -6436931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6436939.500000 Penalty: 5344.582031
	Iteration 81Q: 3 clusters Score -6436940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6436940.500000 Penalty: 5344.582031
	Iteration 82Q: 3 clusters Score -6436940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6436952.000000 Penalty: 5344.582031
	Iteration 83Q: 3 clusters Score -6436952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6436950.000000 Penalty: 5344.582031
	Iteration 84Q: 3 clusters Score -6436950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6436961.500000 Penalty: 5344.582031
	Iteration 85Q: 3 clusters Score -6436962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6436961.500000 Penalty: 5344.582031
	Iteration 86Q: 3 clusters Score -6436962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6436961.000000 Penalty: 5344.582031
	Iteration 87Q: 3 clusters Score -6436961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6436953.000000 Penalty: 5344.582031
	Iteration 88Q: 3 clusters Score -6436953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6436955.500000 Penalty: 5344.582031
	Iteration 89Q: 3 clusters Score -6436956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6436954.000000 Penalty: 5344.582031
	Iteration 90Q: 3 clusters Score -6436954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6436955.000000 Penalty: 5344.582031
	Iteration 91Q: 3 clusters Score -6436955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6436963.000000 Penalty: 5344.582031
	Iteration 92Q: 3 clusters Score -6436963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6436969.000000 Penalty: 5344.582031
	Iteration 93Q: 3 clusters Score -6436969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6436970.000000 Penalty: 5344.582031
	Iteration 94Q: 3 clusters Score -6436970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6436971.500000 Penalty: 5344.582031
	Iteration 95Q: 3 clusters Score -6436972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6436971.500000 Penalty: 5344.582031
	Iteration 96Q: 3 clusters Score -6436972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6436974.000000 Penalty: 5344.582031
	Iteration 97Q: 3 clusters Score -6436974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6436971.500000 Penalty: 5344.582031
	Iteration 98Q: 3 clusters Score -6436972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6436982.000000 Penalty: 5344.582031
	Iteration 99Q: 3 clusters Score -6436982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6436977.500000 Penalty: 5344.582031
	Iteration 100F: 3 clusters Score -6436978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6436976.000000 Penalty: 5344.582031
	Iteration 101Q: 3 clusters Score -6436976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6436979.000000 Penalty: 5344.582031
	Iteration 102Q: 3 clusters Score -6436979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6436980.500000 Penalty: 5344.582031
	Iteration 103Q: 3 clusters Score -6436980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6436980.500000 Penalty: 5344.582031
	Iteration 104F: 3 clusters Score -6436980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -107019.062500 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -107019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105174.992188 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -105175 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105436.484375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -105436.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105513.687500 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -105513.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105549.875000 Penalty: 3358.311768
	Iteration 3Q: 3 clusters Score -105549.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105566.671875 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -105566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105579.500000 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -105579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105593.859375 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -105593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105606.859375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -105606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105618.429688 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -105618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105635.953125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -105636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105649.914062 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -105649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105670.023438 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -105670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105695.078125 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -105695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105721.484375 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -105721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105749.898438 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -105749.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105842.179688 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -105842.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105904.015625 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -105904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105941.289062 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -105941.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105968.093750 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -105968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105983.812500 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -105983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105996.796875 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -105996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106002.742188 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -106002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106005.632812 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -106005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106005.632812 Penalty: 3358.311768
	Iteration 23F: 3 clusters Score -106005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (123046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Entering Unmasked Estep 
Score: -16469111.000000 Penalty: 2906.637939
	Iteration 0F: 2 clusters Score -1.646911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -16387416.000000 Penalty: 5813.275879
	Iteration 0F: 3 clusters Score -1.638742e+07 nChanged 58538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -16420751.000000 Penalty: 5813.275879
	Iteration 1F: 3 clusters Score -1.642075e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -16421651.000000 Penalty: 5813.275879
	Iteration 2Q: 3 clusters Score -1.642165e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -16422718.000000 Penalty: 5813.275879
	Iteration 3Q: 3 clusters Score -1.642272e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -16423940.000000 Penalty: 5813.275879
	Iteration 4Q: 3 clusters Score -1.642394e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -16425664.000000 Penalty: 5813.275879
	Iteration 5Q: 3 clusters Score -1.642566e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -16428043.000000 Penalty: 5813.275879
	Iteration 6Q: 3 clusters Score -1.642804e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -16431025.000000 Penalty: 5813.275879
	Iteration 7Q: 3 clusters Score -1.643102e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -16434680.000000 Penalty: 5813.275879
	Iteration 8F: 3 clusters Score -1.643468e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -16438817.000000 Penalty: 5813.275879
	Iteration 9F: 3 clusters Score -1.643882e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -16443175.000000 Penalty: 5813.275879
	Iteration 10F: 3 clusters Score -1.644318e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -16446872.000000 Penalty: 5813.275879
	Iteration 11F: 3 clusters Score -1.644687e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -16449477.000000 Penalty: 5813.275879
	Iteration 12Q: 3 clusters Score -1.644948e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -16451080.000000 Penalty: 5813.275879
	Iteration 13Q: 3 clusters Score -1.645108e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -16452095.000000 Penalty: 5813.275879
	Iteration 14Q: 3 clusters Score -1.64521e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -16452786.000000 Penalty: 5813.275879
	Iteration 15Q: 3 clusters Score -1.645279e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -16453463.000000 Penalty: 5813.275879
	Iteration 16Q: 3 clusters Score -1.645346e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -16454178.000000 Penalty: 5813.275879
	Iteration 17Q: 3 clusters Score -1.645418e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -16454838.000000 Penalty: 5813.275879
	Iteration 18Q: 3 clusters Score -1.645484e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -16455520.000000 Penalty: 5813.275879
	Iteration 19Q: 3 clusters Score -1.645552e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -16456285.000000 Penalty: 5813.275879
	Iteration 20F: 3 clusters Score -1.645628e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -16456981.000000 Penalty: 5813.275879
	Iteration 21Q: 3 clusters Score -1.645698e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -16457548.000000 Penalty: 5813.275879
	Iteration 22Q: 3 clusters Score -1.645755e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -16458154.000000 Penalty: 5813.275879
	Iteration 23Q: 3 clusters Score -1.645815e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -16458907.000000 Penalty: 5813.275879
	Iteration 24Q: 3 clusters Score -1.645891e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -16459531.000000 Penalty: 5813.275879
	Iteration 25Q: 3 clusters Score -1.645953e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -16460273.000000 Penalty: 5813.275879
	Iteration 26Q: 3 clusters Score -1.646027e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -16461034.000000 Penalty: 5813.275879
	Iteration 27Q: 3 clusters Score -1.646103e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -16461683.000000 Penalty: 5813.275879
	Iteration 28Q: 3 clusters Score -1.646168e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -16462266.000000 Penalty: 5813.275879
	Iteration 29Q: 3 clusters Score -1.646227e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -16462954.000000 Penalty: 5813.275879
	Iteration 30Q: 3 clusters Score -1.646295e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -16463425.000000 Penalty: 5813.275879
	Iteration 31Q: 3 clusters Score -1.646342e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -16463868.000000 Penalty: 5813.275879
	Iteration 32Q: 3 clusters Score -1.646387e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -16464270.000000 Penalty: 5813.275879
	Iteration 33Q: 3 clusters Score -1.646427e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -16464680.000000 Penalty: 5813.275879
	Iteration 34Q: 3 clusters Score -1.646468e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -16465013.000000 Penalty: 5813.275879
	Iteration 35Q: 3 clusters Score -1.646501e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118784 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -16465288.000000 Penalty: 5813.275879
	Iteration 36Q: 3 clusters Score -1.646529e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -16465548.000000 Penalty: 5813.275879
	Iteration 37Q: 3 clusters Score -1.646555e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -16465726.000000 Penalty: 5813.275879
	Iteration 38Q: 3 clusters Score -1.646573e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120194 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -16465852.000000 Penalty: 5813.275879
	Iteration 39Q: 3 clusters Score -1.646585e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -16465976.000000 Penalty: 5813.275879
	Iteration 40F: 3 clusters Score -1.646598e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -16466100.000000 Penalty: 5813.275879
	Iteration 41Q: 3 clusters Score -1.64661e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120933 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -16466199.000000 Penalty: 5813.275879
	Iteration 42Q: 3 clusters Score -1.64662e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -16466254.000000 Penalty: 5813.275879
	Iteration 43Q: 3 clusters Score -1.646625e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16466325.000000 Penalty: 5813.275879
	Iteration 44Q: 3 clusters Score -1.646632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -16466384.000000 Penalty: 5813.275879
	Iteration 45Q: 3 clusters Score -1.646638e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -16466404.000000 Penalty: 5813.275879
	Iteration 46Q: 3 clusters Score -1.64664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121516 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16466448.000000 Penalty: 5813.275879
	Iteration 47Q: 3 clusters Score -1.646645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121585 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16466457.000000 Penalty: 5813.275879
	Iteration 48Q: 3 clusters Score -1.646646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16466504.000000 Penalty: 5813.275879
	Iteration 49Q: 3 clusters Score -1.64665e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16466524.000000 Penalty: 5813.275879
	Iteration 50Q: 3 clusters Score -1.646652e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16466529.000000 Penalty: 5813.275879
	Iteration 51Q: 3 clusters Score -1.646653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121763 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16466531.000000 Penalty: 5813.275879
	Iteration 52Q: 3 clusters Score -1.646653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16466539.000000 Penalty: 5813.275879
	Iteration 53Q: 3 clusters Score -1.646654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -16466544.000000 Penalty: 5813.275879
	Iteration 54Q: 3 clusters Score -1.646654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16466550.000000 Penalty: 5813.275879
	Iteration 55Q: 3 clusters Score -1.646655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16466542.000000 Penalty: 5813.275879
	Iteration 56Q: 3 clusters Score -1.646654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121818 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -16466552.000000 Penalty: 5813.275879
	Iteration 57Q: 3 clusters Score -1.646655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16466563.000000 Penalty: 5813.275879
	Iteration 58Q: 3 clusters Score -1.646656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -16466567.000000 Penalty: 5813.275879
	Iteration 59Q: 3 clusters Score -1.646657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121843 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16466562.000000 Penalty: 5813.275879
	Iteration 60F: 3 clusters Score -1.646656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16466581.000000 Penalty: 5813.275879
	Iteration 61Q: 3 clusters Score -1.646658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16466566.000000 Penalty: 5813.275879
	Iteration 62Q: 3 clusters Score -1.646657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -16466574.000000 Penalty: 5813.275879
	Iteration 63Q: 3 clusters Score -1.646657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16466586.000000 Penalty: 5813.275879
	Iteration 64Q: 3 clusters Score -1.646659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -16466591.000000 Penalty: 5813.275879
	Iteration 65Q: 3 clusters Score -1.646659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -16466596.000000 Penalty: 5813.275879
	Iteration 66Q: 3 clusters Score -1.64666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16466593.000000 Penalty: 5813.275879
	Iteration 67Q: 3 clusters Score -1.646659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16466589.000000 Penalty: 5813.275879
	Iteration 68Q: 3 clusters Score -1.646659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16466596.000000 Penalty: 5813.275879
	Iteration 69Q: 3 clusters Score -1.64666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121924 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -16466599.000000 Penalty: 5813.275879
	Iteration 70Q: 3 clusters Score -1.64666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121931 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16466606.000000 Penalty: 5813.275879
	Iteration 71Q: 3 clusters Score -1.646661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121934 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16466613.000000 Penalty: 5813.275879
	Iteration 72Q: 3 clusters Score -1.646661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16466610.000000 Penalty: 5813.275879
	Iteration 73Q: 3 clusters Score -1.646661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -16466612.000000 Penalty: 5813.275879
	Iteration 74Q: 3 clusters Score -1.646661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16466618.000000 Penalty: 5813.275879
	Iteration 75Q: 3 clusters Score -1.646662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121948 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -16466611.000000 Penalty: 5813.275879
	Iteration 76Q: 3 clusters Score -1.646661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16466615.000000 Penalty: 5813.275879
	Iteration 77Q: 3 clusters Score -1.646662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16466610.000000 Penalty: 5813.275879
	Iteration 78Q: 3 clusters Score -1.646661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16466631.000000 Penalty: 5813.275879
	Iteration 79Q: 3 clusters Score -1.646663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16466624.000000 Penalty: 5813.275879
	Iteration 80F: 3 clusters Score -1.646662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16466633.000000 Penalty: 5813.275879
	Iteration 81Q: 3 clusters Score -1.646663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16466632.000000 Penalty: 5813.275879
	Iteration 82Q: 3 clusters Score -1.646663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -16466640.000000 Penalty: 5813.275879
	Iteration 83Q: 3 clusters Score -1.646664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16466632.000000 Penalty: 5813.275879
	Iteration 84Q: 3 clusters Score -1.646663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121967 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16466640.000000 Penalty: 5813.275879
	Iteration 85Q: 3 clusters Score -1.646664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16466645.000000 Penalty: 5813.275879
	Iteration 86Q: 3 clusters Score -1.646664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121976 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16466642.000000 Penalty: 5813.275879
	Iteration 87Q: 3 clusters Score -1.646664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16466646.000000 Penalty: 5813.275879
	Iteration 88Q: 3 clusters Score -1.646665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16466642.000000 Penalty: 5813.275879
	Iteration 89Q: 3 clusters Score -1.646664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16466636.000000 Penalty: 5813.275879
	Iteration 90Q: 3 clusters Score -1.646664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16466643.000000 Penalty: 5813.275879
	Iteration 91Q: 3 clusters Score -1.646664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16466649.000000 Penalty: 5813.275879
	Iteration 92Q: 3 clusters Score -1.646665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121986 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16466657.000000 Penalty: 5813.275879
	Iteration 93Q: 3 clusters Score -1.646666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16466653.000000 Penalty: 5813.275879
	Iteration 94Q: 3 clusters Score -1.646665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16466648.000000 Penalty: 5813.275879
	Iteration 95Q: 3 clusters Score -1.646665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16466652.000000 Penalty: 5813.275879
	Iteration 96Q: 3 clusters Score -1.646665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16466670.000000 Penalty: 5813.275879
	Iteration 97Q: 3 clusters Score -1.646667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16466655.000000 Penalty: 5813.275879
	Iteration 98Q: 3 clusters Score -1.646666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16466649.000000 Penalty: 5813.275879
	Iteration 99Q: 3 clusters Score -1.646665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16466651.000000 Penalty: 5813.275879
	Iteration 100F: 3 clusters Score -1.646665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16466655.000000 Penalty: 5813.275879
	Iteration 101Q: 3 clusters Score -1.646666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16466658.000000 Penalty: 5813.275879
	Iteration 102Q: 3 clusters Score -1.646666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16466652.000000 Penalty: 5813.275879
	Iteration 103Q: 3 clusters Score -1.646665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122021 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16466649.000000 Penalty: 5813.275879
	Iteration 104Q: 3 clusters Score -1.646665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122021 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16466649.000000 Penalty: 5813.275879
	Iteration 105F: 3 clusters Score -1.646665e+07 nChanged 0
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -401206560.000000 Penalty: 77849.562500
20->22 Clusters: Score -401206560.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 51499 members 
Mstep: Class 3 contains 52120 members 
Mstep: Class 4 contains 51428 members 
Mstep: Class 5 contains 51578 members 
Mstep: Class 6 contains 51741 members 
Mstep: Class 7 contains 51516 members 
Mstep: Class 8 contains 51632 members 
Mstep: Class 9 contains 52177 members 
Mstep: Class 10 contains 51675 members 
Mstep: Class 11 contains 52004 members 
Mstep: Class 12 contains 52079 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 51719 members 
Mstep: Class 15 contains 51930 members 
Mstep: Class 16 contains 51642 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 51491 members 
Mstep: Class 19 contains 52040 members 
Mstep: Class 20 contains 51670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 313.426300 but Gain 3434.667969
Score: -130915824.000000 Penalty: 65258.660156
Iteration 0F: 20 clusters Score -1.309158e+08 nChanged 978459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2162 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 72617 members 
Mstep: Class 3 contains 50233 members 
Mstep: Class 4 contains 65213 members 
Mstep: Class 5 contains 232265 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 68541 members 
Mstep: Class 9 contains 65082 members 
Mstep: Class 10 contains 102656 members 
Mstep: Class 11 contains 32409 members 
Mstep: Class 12 contains 96582 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 12589 members 
Mstep: Class 16 contains 16899 members 
Mstep: Class 17 contains 9700 members 
Mstep: Class 18 contains 78452 members 
Mstep: Class 19 contains 14234 members 
Mstep: Class 20 contains 71809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133754528.000000 Penalty: 65258.660156
Iteration 1F: 20 clusters Score -1.337545e+08 nChanged 324947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2291 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 76665 members 
Mstep: Class 3 contains 46495 members 
Mstep: Class 4 contains 59892 members 
Mstep: Class 5 contains 305853 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 63993 members 
Mstep: Class 9 contains 66384 members 
Mstep: Class 10 contains 124198 members 
Mstep: Class 11 contains 19094 members 
Mstep: Class 12 contains 82733 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 11029 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 68692 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 59415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2353.741211 but Gain 3434.667969
Score: -134057608.000000 Penalty: 61823.992188
Iteration 2F: 19 clusters Score -1.340576e+08 nChanged 228454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2138 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 97830 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 58189 members 
Mstep: Class 5 contains 315786 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 60935 members 
Mstep: Class 9 contains 66740 members 
Mstep: Class 10 contains 148360 members 
Mstep: Class 11 contains 13143 members 
Mstep: Class 12 contains 70437 members 
Mstep: Class 14 contains 5645 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 72668 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 49668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2612.051758 but Gain 3434.667969
Score: -134245824.000000 Penalty: 58389.324219
Iteration 3F: 18 clusters Score -1.342458e+08 nChanged 174770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1691 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 116349 members 
Mstep: Class 3 contains 37898 members 
Mstep: Class 4 contains 58053 members 
Mstep: Class 5 contains 292826 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 58484 members 
Mstep: Class 9 contains 67131 members 
Mstep: Class 10 contains 177218 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 61375 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 16 contains 4797 members 
Mstep: Class 18 contains 84325 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 47272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1662.875854 but Gain 3434.664062
Score: -134481472.000000 Penalty: 54954.660156
Iteration 4F: 17 clusters Score -1.344815e+08 nChanged 148944
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 128655 members 
Mstep: Class 3 contains 32160 members 
Mstep: Class 4 contains 57078 members 
Mstep: Class 5 contains 270567 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 53951 members 
Mstep: Class 9 contains 64787 members 
Mstep: Class 10 contains 203706 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 56275 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 18 contains 97838 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 47434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1883.371582 but Gain 3434.667969
Score: -134704032.000000 Penalty: 51519.992188
Iteration 5F: 16 clusters Score -1.34704e+08 nChanged 133151
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 136909 members 
Mstep: Class 3 contains 26588 members 
Mstep: Class 4 contains 56580 members 
Mstep: Class 5 contains 246482 members 
Mstep: Class 7 contains 1319 members 
Mstep: Class 8 contains 48470 members 
Mstep: Class 9 contains 62001 members 
Mstep: Class 10 contains 230186 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 52311 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 18 contains 111773 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 47131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2841.212158 but Gain 3434.664062
Score: -134794400.000000 Penalty: 48085.328125
Iteration 6F: 15 clusters Score -1.347944e+08 nChanged 121848
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 142315 members 
Mstep: Class 3 contains 22341 members 
Mstep: Class 4 contains 57367 members 
Mstep: Class 5 contains 222818 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 43574 members 
Mstep: Class 9 contains 60819 members 
Mstep: Class 10 contains 251214 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 50482 members 
Mstep: Class 18 contains 124828 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 45973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134874704.000000 Penalty: 48085.328125
Iteration 7F: 15 clusters Score -1.348747e+08 nChanged 105909
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 144759 members 
Mstep: Class 3 contains 18783 members 
Mstep: Class 4 contains 58760 members 
Mstep: Class 5 contains 204696 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 38786 members 
Mstep: Class 9 contains 61431 members 
Mstep: Class 10 contains 263721 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 49847 members 
Mstep: Class 18 contains 136831 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 43720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134942128.000000 Penalty: 48085.328125
Iteration 8F: 15 clusters Score -1.349421e+08 nChanged 90688
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 144533 members 
Mstep: Class 3 contains 15914 members 
Mstep: Class 4 contains 60747 members 
Mstep: Class 5 contains 194884 members 
Mstep: Class 7 contains 940 members 
Mstep: Class 8 contains 34330 members 
Mstep: Class 9 contains 63944 members 
Mstep: Class 10 contains 266391 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 50918 members 
Mstep: Class 18 contains 147489 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 41036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134991408.000000 Penalty: 48085.328125
Iteration 9F: 15 clusters Score -1.349914e+08 nChanged 76432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 143413 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 63276 members 
Mstep: Class 5 contains 190947 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 30373 members 
Mstep: Class 9 contains 68331 members 
Mstep: Class 10 contains 259906 members 
Mstep: Class 11 contains 7368 members 
Mstep: Class 12 contains 53008 members 
Mstep: Class 18 contains 156779 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 38717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135027616.000000 Penalty: 48085.328125
Iteration 10F: 15 clusters Score -1.350276e+08 nChanged 64376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 142915 members 
Mstep: Class 3 contains 12139 members 
Mstep: Class 4 contains 66335 members 
Mstep: Class 5 contains 189558 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 27180 members 
Mstep: Class 9 contains 74190 members 
Mstep: Class 10 contains 246908 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 18 contains 165176 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 36723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135051424.000000 Penalty: 48085.328125
Iteration 11F: 15 clusters Score -1.350514e+08 nChanged 55666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 143368 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 70136 members 
Mstep: Class 5 contains 188899 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 24790 members 
Mstep: Class 9 contains 81357 members 
Mstep: Class 10 contains 229474 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 18 contains 172081 members 
Mstep: Class 19 contains 7710 members 
Mstep: Class 20 contains 35226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135078496.000000 Penalty: 48085.328125
Iteration 12F: 15 clusters Score -1.350785e+08 nChanged 47645
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 144163 members 
Mstep: Class 3 contains 9783 members 
Mstep: Class 4 contains 73824 members 
Mstep: Class 5 contains 187121 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 22754 members 
Mstep: Class 9 contains 89023 members 
Mstep: Class 10 contains 213626 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 61818 members 
Mstep: Class 18 contains 177315 members 
Mstep: Class 19 contains 8918 members 
Mstep: Class 20 contains 33918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135101264.000000 Penalty: 48085.328125
Iteration 13Q: 15 clusters Score -1.351013e+08 nChanged 41764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 144916 members 
Mstep: Class 3 contains 8823 members 
Mstep: Class 4 contains 77185 members 
Mstep: Class 5 contains 184200 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 96776 members 
Mstep: Class 10 contains 200037 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 64416 members 
Mstep: Class 18 contains 181363 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 32863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135117872.000000 Penalty: 48085.328125
Iteration 14Q: 15 clusters Score -1.351179e+08 nChanged 36766
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 145876 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 79972 members 
Mstep: Class 5 contains 180921 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 104486 members 
Mstep: Class 10 contains 188966 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 66542 members 
Mstep: Class 18 contains 183582 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 31919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135131600.000000 Penalty: 48085.328125
Iteration 15Q: 15 clusters Score -1.351316e+08 nChanged 33026
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 146806 members 
Mstep: Class 3 contains 7278 members 
Mstep: Class 4 contains 82142 members 
Mstep: Class 5 contains 177535 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 18242 members 
Mstep: Class 9 contains 111919 members 
Mstep: Class 10 contains 180857 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 68297 members 
Mstep: Class 18 contains 183850 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 31177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135144048.000000 Penalty: 48085.328125
Iteration 16Q: 15 clusters Score -1.35144e+08 nChanged 30317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 148084 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 83652 members 
Mstep: Class 5 contains 174501 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 17021 members 
Mstep: Class 9 contains 119255 members 
Mstep: Class 10 contains 174309 members 
Mstep: Class 11 contains 11421 members 
Mstep: Class 12 contains 69712 members 
Mstep: Class 18 contains 182639 members 
Mstep: Class 19 contains 13205 members 
Mstep: Class 20 contains 30563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135154688.000000 Penalty: 48085.328125
Iteration 17Q: 15 clusters Score -1.351547e+08 nChanged 28677
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 149488 members 
Mstep: Class 3 contains 6170 members 
Mstep: Class 4 contains 84598 members 
Mstep: Class 5 contains 172144 members 
Mstep: Class 7 contains 1707 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 126335 members 
Mstep: Class 10 contains 169145 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 70881 members 
Mstep: Class 18 contains 180209 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 30112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135163616.000000 Penalty: 48085.328125
Iteration 18Q: 15 clusters Score -1.351636e+08 nChanged 27628
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 151035 members 
Mstep: Class 3 contains 5611 members 
Mstep: Class 4 contains 84952 members 
Mstep: Class 5 contains 170200 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 14636 members 
Mstep: Class 9 contains 133559 members 
Mstep: Class 10 contains 164858 members 
Mstep: Class 11 contains 12674 members 
Mstep: Class 12 contains 71936 members 
Mstep: Class 18 contains 177005 members 
Mstep: Class 19 contains 14960 members 
Mstep: Class 20 contains 29656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135169936.000000 Penalty: 48085.328125
Iteration 19Q: 15 clusters Score -1.351699e+08 nChanged 26635
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 153054 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 84991 members 
Mstep: Class 5 contains 167945 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 13604 members 
Mstep: Class 9 contains 140760 members 
Mstep: Class 10 contains 160808 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 72997 members 
Mstep: Class 18 contains 173611 members 
Mstep: Class 19 contains 15749 members 
Mstep: Class 20 contains 29212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135177536.000000 Penalty: 48085.328125
Iteration 20F: 15 clusters Score -1.351775e+08 nChanged 25426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 155446 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 84748 members 
Mstep: Class 5 contains 165637 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 147429 members 
Mstep: Class 10 contains 156998 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 74044 members 
Mstep: Class 18 contains 170263 members 
Mstep: Class 19 contains 16539 members 
Mstep: Class 20 contains 28839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135183296.000000 Penalty: 48085.328125
Iteration 21Q: 15 clusters Score -1.351833e+08 nChanged 24219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 158257 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 84259 members 
Mstep: Class 5 contains 163105 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 153342 members 
Mstep: Class 10 contains 153401 members 
Mstep: Class 11 contains 14331 members 
Mstep: Class 12 contains 75164 members 
Mstep: Class 18 contains 167185 members 
Mstep: Class 19 contains 17320 members 
Mstep: Class 20 contains 28522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135189488.000000 Penalty: 48085.328125
Iteration 22Q: 15 clusters Score -1.351895e+08 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 161366 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 83471 members 
Mstep: Class 5 contains 160414 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 11025 members 
Mstep: Class 9 contains 158363 members 
Mstep: Class 10 contains 150012 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 76377 members 
Mstep: Class 18 contains 164615 members 
Mstep: Class 19 contains 18130 members 
Mstep: Class 20 contains 28246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135193968.000000 Penalty: 48085.328125
Iteration 23Q: 15 clusters Score -1.35194e+08 nChanged 22580
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 164824 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 82469 members 
Mstep: Class 5 contains 157767 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 162215 members 
Mstep: Class 10 contains 147066 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 77576 members 
Mstep: Class 18 contains 162488 members 
Mstep: Class 19 contains 18944 members 
Mstep: Class 20 contains 27980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135199536.000000 Penalty: 48085.328125
Iteration 24Q: 15 clusters Score -1.351995e+08 nChanged 22294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 168864 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 81261 members 
Mstep: Class 5 contains 155209 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 164834 members 
Mstep: Class 10 contains 144220 members 
Mstep: Class 11 contains 16580 members 
Mstep: Class 12 contains 78750 members 
Mstep: Class 18 contains 160863 members 
Mstep: Class 19 contains 19801 members 
Mstep: Class 20 contains 27661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135204096.000000 Penalty: 48085.328125
Iteration 25Q: 15 clusters Score -1.352041e+08 nChanged 21601
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 173403 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 79785 members 
Mstep: Class 5 contains 152894 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 166405 members 
Mstep: Class 10 contains 141360 members 
Mstep: Class 11 contains 17511 members 
Mstep: Class 12 contains 79960 members 
Mstep: Class 18 contains 159714 members 
Mstep: Class 19 contains 20723 members 
Mstep: Class 20 contains 27251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135209248.000000 Penalty: 48085.328125
Iteration 26Q: 15 clusters Score -1.352092e+08 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 178534 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 78017 members 
Mstep: Class 5 contains 150645 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 9 contains 167073 members 
Mstep: Class 10 contains 138570 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 81122 members 
Mstep: Class 18 contains 158764 members 
Mstep: Class 19 contains 21702 members 
Mstep: Class 20 contains 26866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135214800.000000 Penalty: 48085.328125
Iteration 27Q: 15 clusters Score -1.352148e+08 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 184105 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 76077 members 
Mstep: Class 5 contains 148373 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 166935 members 
Mstep: Class 10 contains 135857 members 
Mstep: Class 11 contains 19597 members 
Mstep: Class 12 contains 82312 members 
Mstep: Class 18 contains 158103 members 
Mstep: Class 19 contains 22754 members 
Mstep: Class 20 contains 26475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135219488.000000 Penalty: 48085.328125
Iteration 28Q: 15 clusters Score -1.352195e+08 nChanged 19412
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 190317 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 74036 members 
Mstep: Class 5 contains 146114 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 166119 members 
Mstep: Class 10 contains 133097 members 
Mstep: Class 11 contains 20727 members 
Mstep: Class 12 contains 83363 members 
Mstep: Class 18 contains 157616 members 
Mstep: Class 19 contains 23828 members 
Mstep: Class 20 contains 26110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3349.016602 but Gain 3434.667969
Score: -135222976.000000 Penalty: 44650.660156
Iteration 29Q: 14 clusters Score -1.35223e+08 nChanged 21693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 197385 members 
Mstep: Class 4 contains 72002 members 
Mstep: Class 5 contains 144166 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 164919 members 
Mstep: Class 10 contains 130678 members 
Mstep: Class 11 contains 21966 members 
Mstep: Class 12 contains 85235 members 
Mstep: Class 18 contains 157399 members 
Mstep: Class 19 contains 25045 members 
Mstep: Class 20 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230064.000000 Penalty: 44650.660156
Iteration 30Q: 14 clusters Score -1.352301e+08 nChanged 19225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 204437 members 
Mstep: Class 4 contains 69821 members 
Mstep: Class 5 contains 141748 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 162969 members 
Mstep: Class 10 contains 127942 members 
Mstep: Class 11 contains 23309 members 
Mstep: Class 12 contains 86275 members 
Mstep: Class 18 contains 156751 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 25466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234624.000000 Penalty: 44650.660156
Iteration 31Q: 14 clusters Score -1.352346e+08 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 211681 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 139501 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 160638 members 
Mstep: Class 10 contains 125359 members 
Mstep: Class 11 contains 24736 members 
Mstep: Class 12 contains 87113 members 
Mstep: Class 18 contains 155860 members 
Mstep: Class 19 contains 27632 members 
Mstep: Class 20 contains 25223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238000.000000 Penalty: 44650.660156
Iteration 32Q: 14 clusters Score -1.35238e+08 nChanged 18306
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 218888 members 
Mstep: Class 4 contains 65723 members 
Mstep: Class 5 contains 137308 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 158251 members 
Mstep: Class 10 contains 122745 members 
Mstep: Class 11 contains 26125 members 
Mstep: Class 12 contains 87675 members 
Mstep: Class 18 contains 155087 members 
Mstep: Class 19 contains 29016 members 
Mstep: Class 20 contains 24991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239856.000000 Penalty: 44650.660156
Iteration 33Q: 14 clusters Score -1.352399e+08 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 226054 members 
Mstep: Class 4 contains 63864 members 
Mstep: Class 5 contains 135224 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 155710 members 
Mstep: Class 10 contains 120308 members 
Mstep: Class 11 contains 27584 members 
Mstep: Class 12 contains 88055 members 
Mstep: Class 18 contains 154248 members 
Mstep: Class 19 contains 30363 members 
Mstep: Class 20 contains 24749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241264.000000 Penalty: 44650.660156
Iteration 34Q: 14 clusters Score -1.352413e+08 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 232721 members 
Mstep: Class 4 contains 62158 members 
Mstep: Class 5 contains 133508 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 153089 members 
Mstep: Class 10 contains 117960 members 
Mstep: Class 11 contains 29079 members 
Mstep: Class 12 contains 88277 members 
Mstep: Class 18 contains 153434 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 24533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241968.000000 Penalty: 44650.660156
Iteration 35Q: 14 clusters Score -1.35242e+08 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 238735 members 
Mstep: Class 4 contains 60625 members 
Mstep: Class 5 contains 132063 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 150568 members 
Mstep: Class 10 contains 115791 members 
Mstep: Class 11 contains 30517 members 
Mstep: Class 12 contains 88424 members 
Mstep: Class 18 contains 152621 members 
Mstep: Class 19 contains 33057 members 
Mstep: Class 20 contains 24386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241296.000000 Penalty: 44650.660156
Iteration 36Q: 14 clusters Score -1.352413e+08 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 243613 members 
Mstep: Class 4 contains 59261 members 
Mstep: Class 5 contains 130826 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 148180 members 
Mstep: Class 10 contains 113919 members 
Mstep: Class 11 contains 32002 members 
Mstep: Class 12 contains 88581 members 
Mstep: Class 18 contains 151950 members 
Mstep: Class 19 contains 34476 members 
Mstep: Class 20 contains 24224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242272.000000 Penalty: 44650.660156
Iteration 37Q: 14 clusters Score -1.352423e+08 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 247722 members 
Mstep: Class 4 contains 58037 members 
Mstep: Class 5 contains 129804 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 145926 members 
Mstep: Class 10 contains 112291 members 
Mstep: Class 11 contains 33522 members 
Mstep: Class 12 contains 88604 members 
Mstep: Class 18 contains 151437 members 
Mstep: Class 19 contains 35783 members 
Mstep: Class 20 contains 24086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242688.000000 Penalty: 44650.660156
Iteration 38Q: 14 clusters Score -1.352427e+08 nChanged 13211
Entering ConstructFrom: 
Score: -135242688.000000 Penalty: 44650.660156
Entering ConstructFrom: 
Trying to split cluster 1 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -176449.546875 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -176449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174348.250000 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -174348.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175418.687500 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -175418.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -176531.656250 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -176531.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -177117.687500 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -177117.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177463.046875 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -177463 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178011.453125 Penalty: 3642.660156
	Iteration 5F: 3 clusters Score -178011.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178822.015625 Penalty: 3642.660156
	Iteration 6F: 3 clusters Score -178822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179448.562500 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -179448.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -180191.437500 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -180191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180201.312500 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -180201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -180201.312500 Penalty: 3642.660156
	Iteration 10F: 3 clusters Score -180201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 18 contains 150898 members 
Mstep: Class 19 contains 36957 members 
Mstep: Class 20 contains 23958 members 
Entering Unmasked Estep 
Score: -135244416.000000 Penalty: 48085.328125
Splitting cluster 1 changes total score from -135242688.000000 to -135244416.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (250992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250992 members 
Entering Unmasked Estep 
Score: -33177456.000000 Penalty: 3083.427734
	Iteration 0F: 2 clusters Score -3.317746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -33022720.000000 Penalty: 6166.855469
	Iteration 0F: 3 clusters Score -3.302272e+07 nChanged 121089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 128055 members 
Entering Unmasked Estep 
Score: -33093324.000000 Penalty: 6166.855469
	Iteration 1F: 3 clusters Score -3.309332e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 129886 members 
Entering Unmasked Estep 
Score: -33094892.000000 Penalty: 6166.855469
	Iteration 2Q: 3 clusters Score -3.309489e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118316 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -33096522.000000 Penalty: 6166.855469
	Iteration 3Q: 3 clusters Score -3.309652e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -33099676.000000 Penalty: 6166.855469
	Iteration 4Q: 3 clusters Score -3.309968e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -33104950.000000 Penalty: 6166.855469
	Iteration 5Q: 3 clusters Score -3.310495e+07 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -33113252.000000 Penalty: 6166.855469
	Iteration 6F: 3 clusters Score -3.311325e+07 nChanged 18026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -33123862.000000 Penalty: 6166.855469
	Iteration 7F: 3 clusters Score -3.312386e+07 nChanged 17970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 180570 members 
Entering Unmasked Estep 
Score: -33134400.000000 Penalty: 6166.855469
	Iteration 8F: 3 clusters Score -3.31344e+07 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -33141802.000000 Penalty: 6166.855469
	Iteration 9F: 3 clusters Score -3.31418e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 201879 members 
Entering Unmasked Estep 
Score: -33148068.000000 Penalty: 6166.855469
	Iteration 10Q: 3 clusters Score -3.314807e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 209464 members 
Entering Unmasked Estep 
Score: -33154572.000000 Penalty: 6166.855469
	Iteration 11Q: 3 clusters Score -3.315457e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 215188 members 
Entering Unmasked Estep 
Score: -33161608.000000 Penalty: 6166.855469
	Iteration 12Q: 3 clusters Score -3.316161e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 218928 members 
Entering Unmasked Estep 
Score: -33167158.000000 Penalty: 6166.855469
	Iteration 13Q: 3 clusters Score -3.316716e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 221591 members 
Entering Unmasked Estep 
Score: -33169702.000000 Penalty: 6166.855469
	Iteration 14Q: 3 clusters Score -3.31697e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 224027 members 
Entering Unmasked Estep 
Score: -33171128.000000 Penalty: 6166.855469
	Iteration 15Q: 3 clusters Score -3.317113e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 226267 members 
Entering Unmasked Estep 
Score: -33172302.000000 Penalty: 6166.855469
	Iteration 16Q: 3 clusters Score -3.31723e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 228341 members 
Entering Unmasked Estep 
Score: -33173114.000000 Penalty: 6166.855469
	Iteration 17Q: 3 clusters Score -3.317311e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -33173548.000000 Penalty: 6166.855469
	Iteration 18Q: 3 clusters Score -3.317355e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 231707 members 
Entering Unmasked Estep 
Score: -33173900.000000 Penalty: 6166.855469
	Iteration 19Q: 3 clusters Score -3.31739e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 233115 members 
Entering Unmasked Estep 
Score: -33174348.000000 Penalty: 6166.855469
	Iteration 20F: 3 clusters Score -3.317435e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 234316 members 
Entering Unmasked Estep 
Score: -33174654.000000 Penalty: 6166.855469
	Iteration 21Q: 3 clusters Score -3.317465e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 235317 members 
Entering Unmasked Estep 
Score: -33174858.000000 Penalty: 6166.855469
	Iteration 22Q: 3 clusters Score -3.317486e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 236215 members 
Entering Unmasked Estep 
Score: -33174934.000000 Penalty: 6166.855469
	Iteration 23Q: 3 clusters Score -3.317493e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 237018 members 
Entering Unmasked Estep 
Score: -33175060.000000 Penalty: 6166.855469
	Iteration 24Q: 3 clusters Score -3.317506e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 237735 members 
Entering Unmasked Estep 
Score: -33175236.000000 Penalty: 6166.855469
	Iteration 25Q: 3 clusters Score -3.317524e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 238366 members 
Entering Unmasked Estep 
Score: -33175286.000000 Penalty: 6166.855469
	Iteration 26Q: 3 clusters Score -3.317529e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 238961 members 
Entering Unmasked Estep 
Score: -33175372.000000 Penalty: 6166.855469
	Iteration 27Q: 3 clusters Score -3.317537e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 239495 members 
Entering Unmasked Estep 
Score: -33175510.000000 Penalty: 6166.855469
	Iteration 28Q: 3 clusters Score -3.317551e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 239976 members 
Entering Unmasked Estep 
Score: -33175456.000000 Penalty: 6166.855469
	Iteration 29Q: 3 clusters Score -3.317546e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 240411 members 
Entering Unmasked Estep 
Score: -33175496.000000 Penalty: 6166.855469
	Iteration 30Q: 3 clusters Score -3.31755e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 240796 members 
Entering Unmasked Estep 
Score: -33175402.000000 Penalty: 6166.855469
	Iteration 31Q: 3 clusters Score -3.31754e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 241150 members 
Entering Unmasked Estep 
Score: -33175412.000000 Penalty: 6166.855469
	Iteration 32Q: 3 clusters Score -3.317541e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 241486 members 
Entering Unmasked Estep 
Score: -33175382.000000 Penalty: 6166.855469
	Iteration 33Q: 3 clusters Score -3.317538e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 241797 members 
Entering Unmasked Estep 
Score: -33175366.000000 Penalty: 6166.855469
	Iteration 34Q: 3 clusters Score -3.317537e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 242093 members 
Entering Unmasked Estep 
Score: -33175336.000000 Penalty: 6166.855469
	Iteration 35Q: 3 clusters Score -3.317534e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 242339 members 
Entering Unmasked Estep 
Score: -33175256.000000 Penalty: 6166.855469
	Iteration 36Q: 3 clusters Score -3.317526e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 242565 members 
Entering Unmasked Estep 
Score: -33175310.000000 Penalty: 6166.855469
	Iteration 37Q: 3 clusters Score -3.317531e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 242758 members 
Entering Unmasked Estep 
Score: -33175250.000000 Penalty: 6166.855469
	Iteration 38Q: 3 clusters Score -3.317525e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 242945 members 
Entering Unmasked Estep 
Score: -33175362.000000 Penalty: 6166.855469
	Iteration 39Q: 3 clusters Score -3.317536e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 243137 members 
Entering Unmasked Estep 
Score: -33175376.000000 Penalty: 6166.855469
	Iteration 40F: 3 clusters Score -3.317538e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 243301 members 
Entering Unmasked Estep 
Score: -33175504.000000 Penalty: 6166.855469
	Iteration 41Q: 3 clusters Score -3.31755e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 243446 members 
Entering Unmasked Estep 
Score: -33175524.000000 Penalty: 6166.855469
	Iteration 42Q: 3 clusters Score -3.317552e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 243559 members 
Entering Unmasked Estep 
Score: -33175542.000000 Penalty: 6166.855469
	Iteration 43Q: 3 clusters Score -3.317554e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 243669 members 
Entering Unmasked Estep 
Score: -33175498.000000 Penalty: 6166.855469
	Iteration 44Q: 3 clusters Score -3.31755e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 243793 members 
Entering Unmasked Estep 
Score: -33175520.000000 Penalty: 6166.855469
	Iteration 45Q: 3 clusters Score -3.317552e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 243926 members 
Entering Unmasked Estep 
Score: -33175510.000000 Penalty: 6166.855469
	Iteration 46Q: 3 clusters Score -3.317551e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 244032 members 
Entering Unmasked Estep 
Score: -33175516.000000 Penalty: 6166.855469
	Iteration 47Q: 3 clusters Score -3.317552e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 244146 members 
Entering Unmasked Estep 
Score: -33175576.000000 Penalty: 6166.855469
	Iteration 48Q: 3 clusters Score -3.317558e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 244263 members 
Entering Unmasked Estep 
Score: -33175578.000000 Penalty: 6166.855469
	Iteration 49Q: 3 clusters Score -3.317558e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 244366 members 
Entering Unmasked Estep 
Score: -33175622.000000 Penalty: 6166.855469
	Iteration 50Q: 3 clusters Score -3.317562e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 244467 members 
Entering Unmasked Estep 
Score: -33175612.000000 Penalty: 6166.855469
	Iteration 51Q: 3 clusters Score -3.317561e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 244563 members 
Entering Unmasked Estep 
Score: -33175610.000000 Penalty: 6166.855469
	Iteration 52Q: 3 clusters Score -3.317561e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 244648 members 
Entering Unmasked Estep 
Score: -33175646.000000 Penalty: 6166.855469
	Iteration 53Q: 3 clusters Score -3.317565e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 244746 members 
Entering Unmasked Estep 
Score: -33175672.000000 Penalty: 6166.855469
	Iteration 54Q: 3 clusters Score -3.317567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 244853 members 
Entering Unmasked Estep 
Score: -33175688.000000 Penalty: 6166.855469
	Iteration 55Q: 3 clusters Score -3.317569e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 244936 members 
Entering Unmasked Estep 
Score: -33175700.000000 Penalty: 6166.855469
	Iteration 56Q: 3 clusters Score -3.31757e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 244994 members 
Entering Unmasked Estep 
Score: -33175706.000000 Penalty: 6166.855469
	Iteration 57Q: 3 clusters Score -3.317571e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 245036 members 
Entering Unmasked Estep 
Score: -33175686.000000 Penalty: 6166.855469
	Iteration 58Q: 3 clusters Score -3.317569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 245073 members 
Entering Unmasked Estep 
Score: -33175706.000000 Penalty: 6166.855469
	Iteration 59Q: 3 clusters Score -3.317571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 245102 members 
Entering Unmasked Estep 
Score: -33175724.000000 Penalty: 6166.855469
	Iteration 60F: 3 clusters Score -3.317572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 245129 members 
Entering Unmasked Estep 
Score: -33175758.000000 Penalty: 6166.855469
	Iteration 61Q: 3 clusters Score -3.317576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 245155 members 
Entering Unmasked Estep 
Score: -33175776.000000 Penalty: 6166.855469
	Iteration 62Q: 3 clusters Score -3.317578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 245185 members 
Entering Unmasked Estep 
Score: -33175772.000000 Penalty: 6166.855469
	Iteration 63Q: 3 clusters Score -3.317577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 245213 members 
Entering Unmasked Estep 
Score: -33175780.000000 Penalty: 6166.855469
	Iteration 64Q: 3 clusters Score -3.317578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 245236 members 
Entering Unmasked Estep 
Score: -33175774.000000 Penalty: 6166.855469
	Iteration 65Q: 3 clusters Score -3.317577e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 245254 members 
Entering Unmasked Estep 
Score: -33175758.000000 Penalty: 6166.855469
	Iteration 66Q: 3 clusters Score -3.317576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 245281 members 
Entering Unmasked Estep 
Score: -33175744.000000 Penalty: 6166.855469
	Iteration 67Q: 3 clusters Score -3.317574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 245316 members 
Entering Unmasked Estep 
Score: -33175766.000000 Penalty: 6166.855469
	Iteration 68Q: 3 clusters Score -3.317577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 245343 members 
Entering Unmasked Estep 
Score: -33175766.000000 Penalty: 6166.855469
	Iteration 69Q: 3 clusters Score -3.317577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 245369 members 
Entering Unmasked Estep 
Score: -33175742.000000 Penalty: 6166.855469
	Iteration 70Q: 3 clusters Score -3.317574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 245400 members 
Entering Unmasked Estep 
Score: -33175760.000000 Penalty: 6166.855469
	Iteration 71Q: 3 clusters Score -3.317576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 245424 members 
Entering Unmasked Estep 
Score: -33175766.000000 Penalty: 6166.855469
	Iteration 72Q: 3 clusters Score -3.317577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 245435 members 
Entering Unmasked Estep 
Score: -33175810.000000 Penalty: 6166.855469
	Iteration 73Q: 3 clusters Score -3.317581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 245447 members 
Entering Unmasked Estep 
Score: -33175822.000000 Penalty: 6166.855469
	Iteration 74Q: 3 clusters Score -3.317582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 245458 members 
Entering Unmasked Estep 
Score: -33175816.000000 Penalty: 6166.855469
	Iteration 75Q: 3 clusters Score -3.317582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 245468 members 
Entering Unmasked Estep 
Score: -33175798.000000 Penalty: 6166.855469
	Iteration 76Q: 3 clusters Score -3.31758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 245479 members 
Entering Unmasked Estep 
Score: -33175786.000000 Penalty: 6166.855469
	Iteration 77Q: 3 clusters Score -3.317579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 245490 members 
Entering Unmasked Estep 
Score: -33175792.000000 Penalty: 6166.855469
	Iteration 78Q: 3 clusters Score -3.317579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 245502 members 
Entering Unmasked Estep 
Score: -33175794.000000 Penalty: 6166.855469
	Iteration 79Q: 3 clusters Score -3.317579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 245513 members 
Entering Unmasked Estep 
Score: -33175780.000000 Penalty: 6166.855469
	Iteration 80F: 3 clusters Score -3.317578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 245525 members 
Entering Unmasked Estep 
Score: -33175780.000000 Penalty: 6166.855469
	Iteration 81Q: 3 clusters Score -3.317578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 245536 members 
Entering Unmasked Estep 
Score: -33175796.000000 Penalty: 6166.855469
	Iteration 82Q: 3 clusters Score -3.31758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 245545 members 
Entering Unmasked Estep 
Score: -33175790.000000 Penalty: 6166.855469
	Iteration 83Q: 3 clusters Score -3.317579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 245551 members 
Entering Unmasked Estep 
Score: -33175784.000000 Penalty: 6166.855469
	Iteration 84Q: 3 clusters Score -3.317578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 245556 members 
Entering Unmasked Estep 
Score: -33175796.000000 Penalty: 6166.855469
	Iteration 85Q: 3 clusters Score -3.31758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 245562 members 
Entering Unmasked Estep 
Score: -33175820.000000 Penalty: 6166.855469
	Iteration 86Q: 3 clusters Score -3.317582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 245567 members 
Entering Unmasked Estep 
Score: -33175820.000000 Penalty: 6166.855469
	Iteration 87Q: 3 clusters Score -3.317582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 245574 members 
Entering Unmasked Estep 
Score: -33175806.000000 Penalty: 6166.855469
	Iteration 88Q: 3 clusters Score -3.317581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 245577 members 
Entering Unmasked Estep 
Score: -33175790.000000 Penalty: 6166.855469
	Iteration 89Q: 3 clusters Score -3.317579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -33175808.000000 Penalty: 6166.855469
	Iteration 90Q: 3 clusters Score -3.317581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 245586 members 
Entering Unmasked Estep 
Score: -33175804.000000 Penalty: 6166.855469
	Iteration 91Q: 3 clusters Score -3.31758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 245590 members 
Entering Unmasked Estep 
Score: -33175802.000000 Penalty: 6166.855469
	Iteration 92Q: 3 clusters Score -3.31758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 245596 members 
Entering Unmasked Estep 
Score: -33175812.000000 Penalty: 6166.855469
	Iteration 93Q: 3 clusters Score -3.317581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 245603 members 
Entering Unmasked Estep 
Score: -33175774.000000 Penalty: 6166.855469
	Iteration 94Q: 3 clusters Score -3.317577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 245608 members 
Entering Unmasked Estep 
Score: -33175774.000000 Penalty: 6166.855469
	Iteration 95Q: 3 clusters Score -3.317577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 245614 members 
Entering Unmasked Estep 
Score: -33175782.000000 Penalty: 6166.855469
	Iteration 96Q: 3 clusters Score -3.317578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 245617 members 
Entering Unmasked Estep 
Score: -33175778.000000 Penalty: 6166.855469
	Iteration 97Q: 3 clusters Score -3.317578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 245622 members 
Entering Unmasked Estep 
Score: -33175776.000000 Penalty: 6166.855469
	Iteration 98Q: 3 clusters Score -3.317578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 245627 members 
Entering Unmasked Estep 
Score: -33175784.000000 Penalty: 6166.855469
	Iteration 99Q: 3 clusters Score -3.317578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 245635 members 
Entering Unmasked Estep 
Score: -33175764.000000 Penalty: 6166.855469
	Iteration 100F: 3 clusters Score -3.317576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 245640 members 
Entering Unmasked Estep 
Score: -33175750.000000 Penalty: 6166.855469
	Iteration 101Q: 3 clusters Score -3.317575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 245644 members 
Entering Unmasked Estep 
Score: -33175762.000000 Penalty: 6166.855469
	Iteration 102Q: 3 clusters Score -3.317576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 245649 members 
Entering Unmasked Estep 
Score: -33175768.000000 Penalty: 6166.855469
	Iteration 103Q: 3 clusters Score -3.317577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 245655 members 
Entering Unmasked Estep 
Score: -33175756.000000 Penalty: 6166.855469
	Iteration 104Q: 3 clusters Score -3.317576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 245661 members 
Entering Unmasked Estep 
Score: -33175770.000000 Penalty: 6166.855469
	Iteration 105Q: 3 clusters Score -3.317577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 245662 members 
Entering Unmasked Estep 
Score: -33175786.000000 Penalty: 6166.855469
	Iteration 106Q: 3 clusters Score -3.317579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 245663 members 
Entering Unmasked Estep 
Score: -33175772.000000 Penalty: 6166.855469
	Iteration 107Q: 3 clusters Score -3.317577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 245664 members 
Entering Unmasked Estep 
Score: -33175762.000000 Penalty: 6166.855469
	Iteration 108Q: 3 clusters Score -3.317576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 245666 members 
Entering Unmasked Estep 
Score: -33175752.000000 Penalty: 6166.855469
	Iteration 109Q: 3 clusters Score -3.317575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 245667 members 
Entering Unmasked Estep 
Score: -33175750.000000 Penalty: 6166.855469
	Iteration 110Q: 3 clusters Score -3.317575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 245668 members 
Entering Unmasked Estep 
Score: -33175744.000000 Penalty: 6166.855469
	Iteration 111Q: 3 clusters Score -3.317574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 245669 members 
Entering Unmasked Estep 
Score: -33175746.000000 Penalty: 6166.855469
	Iteration 112Q: 3 clusters Score -3.317575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 245671 members 
Entering Unmasked Estep 
Score: -33175752.000000 Penalty: 6166.855469
	Iteration 113Q: 3 clusters Score -3.317575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 245673 members 
Entering Unmasked Estep 
Score: -33175752.000000 Penalty: 6166.855469
	Iteration 114Q: 3 clusters Score -3.317575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 245675 members 
Entering Unmasked Estep 
Score: -33175758.000000 Penalty: 6166.855469
	Iteration 115Q: 3 clusters Score -3.317576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 245677 members 
Entering Unmasked Estep 
Score: -33175756.000000 Penalty: 6166.855469
	Iteration 116Q: 3 clusters Score -3.317576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 245679 members 
Entering Unmasked Estep 
Score: -33175748.000000 Penalty: 6166.855469
	Iteration 117Q: 3 clusters Score -3.317575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 245682 members 
Entering Unmasked Estep 
Score: -33175736.000000 Penalty: 6166.855469
	Iteration 118Q: 3 clusters Score -3.317574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 245685 members 
Entering Unmasked Estep 
Score: -33175744.000000 Penalty: 6166.855469
	Iteration 119Q: 3 clusters Score -3.317574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 245686 members 
Entering Unmasked Estep 
Score: -33175740.000000 Penalty: 6166.855469
	Iteration 120F: 3 clusters Score -3.317574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 245688 members 
Entering Unmasked Estep 
Score: -33175744.000000 Penalty: 6166.855469
	Iteration 121Q: 3 clusters Score -3.317574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 245691 members 
Entering Unmasked Estep 
Score: -33175736.000000 Penalty: 6166.855469
	Iteration 122Q: 3 clusters Score -3.317574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 245692 members 
Entering Unmasked Estep 
Score: -33175736.000000 Penalty: 6166.855469
	Iteration 123Q: 3 clusters Score -3.317574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 245695 members 
Entering Unmasked Estep 
Score: -33175732.000000 Penalty: 6166.855469
	Iteration 124Q: 3 clusters Score -3.317573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 245698 members 
Entering Unmasked Estep 
Score: -33175748.000000 Penalty: 6166.855469
	Iteration 125Q: 3 clusters Score -3.317575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 245701 members 
Entering Unmasked Estep 
Score: -33175754.000000 Penalty: 6166.855469
	Iteration 126Q: 3 clusters Score -3.317575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 245706 members 
Entering Unmasked Estep 
Score: -33175762.000000 Penalty: 6166.855469
	Iteration 127Q: 3 clusters Score -3.317576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 245712 members 
Entering Unmasked Estep 
Score: -33175764.000000 Penalty: 6166.855469
	Iteration 128Q: 3 clusters Score -3.317576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 245717 members 
Entering Unmasked Estep 
Score: -33175764.000000 Penalty: 6166.855469
	Iteration 129Q: 3 clusters Score -3.317576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 245726 members 
Entering Unmasked Estep 
Score: -33175766.000000 Penalty: 6166.855469
	Iteration 130Q: 3 clusters Score -3.317577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 245735 members 
Entering Unmasked Estep 
Score: -33175794.000000 Penalty: 6166.855469
	Iteration 131Q: 3 clusters Score -3.317579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 245739 members 
Entering Unmasked Estep 
Score: -33175810.000000 Penalty: 6166.855469
	Iteration 132Q: 3 clusters Score -3.317581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 245742 members 
Entering Unmasked Estep 
Score: -33175788.000000 Penalty: 6166.855469
	Iteration 133Q: 3 clusters Score -3.317579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 245749 members 
Entering Unmasked Estep 
Score: -33175772.000000 Penalty: 6166.855469
	Iteration 134Q: 3 clusters Score -3.317577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 245757 members 
Entering Unmasked Estep 
Score: -33175766.000000 Penalty: 6166.855469
	Iteration 135Q: 3 clusters Score -3.317577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 245763 members 
Entering Unmasked Estep 
Score: -33175772.000000 Penalty: 6166.855469
	Iteration 136Q: 3 clusters Score -3.317577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 245768 members 
Entering Unmasked Estep 
Score: -33175770.000000 Penalty: 6166.855469
	Iteration 137Q: 3 clusters Score -3.317577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 245774 members 
Entering Unmasked Estep 
Score: -33175756.000000 Penalty: 6166.855469
	Iteration 138Q: 3 clusters Score -3.317576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 245781 members 
Entering Unmasked Estep 
Score: -33175746.000000 Penalty: 6166.855469
	Iteration 139Q: 3 clusters Score -3.317575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 245784 members 
Entering Unmasked Estep 
Score: -33175758.000000 Penalty: 6166.855469
	Iteration 140F: 3 clusters Score -3.317576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 245792 members 
Entering Unmasked Estep 
Score: -33175740.000000 Penalty: 6166.855469
	Iteration 141Q: 3 clusters Score -3.317574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 245803 members 
Entering Unmasked Estep 
Score: -33175736.000000 Penalty: 6166.855469
	Iteration 142Q: 3 clusters Score -3.317574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 245819 members 
Entering Unmasked Estep 
Score: -33175674.000000 Penalty: 6166.855469
	Iteration 143Q: 3 clusters Score -3.317567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 245827 members 
Entering Unmasked Estep 
Score: -33175718.000000 Penalty: 6166.855469
	Iteration 144Q: 3 clusters Score -3.317572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 245839 members 
Entering Unmasked Estep 
Score: -33175704.000000 Penalty: 6166.855469
	Iteration 145Q: 3 clusters Score -3.31757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 245851 members 
Entering Unmasked Estep 
Score: -33175694.000000 Penalty: 6166.855469
	Iteration 146Q: 3 clusters Score -3.317569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 245860 members 
Entering Unmasked Estep 
Score: -33175690.000000 Penalty: 6166.855469
	Iteration 147Q: 3 clusters Score -3.317569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 245874 members 
Entering Unmasked Estep 
Score: -33175712.000000 Penalty: 6166.855469
	Iteration 148Q: 3 clusters Score -3.317571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 245881 members 
Entering Unmasked Estep 
Score: -33175712.000000 Penalty: 6166.855469
	Iteration 149Q: 3 clusters Score -3.317571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 245890 members 
Entering Unmasked Estep 
Score: -33175734.000000 Penalty: 6166.855469
	Iteration 150Q: 3 clusters Score -3.317573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 245894 members 
Entering Unmasked Estep 
Score: -33175736.000000 Penalty: 6166.855469
	Iteration 151Q: 3 clusters Score -3.317574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 245896 members 
Entering Unmasked Estep 
Score: -33175738.000000 Penalty: 6166.855469
	Iteration 152Q: 3 clusters Score -3.317574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 245898 members 
Entering Unmasked Estep 
Score: -33175720.000000 Penalty: 6166.855469
	Iteration 153Q: 3 clusters Score -3.317572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 245902 members 
Entering Unmasked Estep 
Score: -33175742.000000 Penalty: 6166.855469
	Iteration 154Q: 3 clusters Score -3.317574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 245909 members 
Entering Unmasked Estep 
Score: -33175720.000000 Penalty: 6166.855469
	Iteration 155Q: 3 clusters Score -3.317572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 245912 members 
Entering Unmasked Estep 
Score: -33175712.000000 Penalty: 6166.855469
	Iteration 156Q: 3 clusters Score -3.317571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 245917 members 
Entering Unmasked Estep 
Score: -33175710.000000 Penalty: 6166.855469
	Iteration 157Q: 3 clusters Score -3.317571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 245919 members 
Entering Unmasked Estep 
Score: -33175696.000000 Penalty: 6166.855469
	Iteration 158Q: 3 clusters Score -3.31757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 245920 members 
Entering Unmasked Estep 
Score: -33175690.000000 Penalty: 6166.855469
	Iteration 159Q: 3 clusters Score -3.317569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 245921 members 
Entering Unmasked Estep 
Score: -33175698.000000 Penalty: 6166.855469
	Iteration 160F: 3 clusters Score -3.31757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Entering Unmasked Estep 
Score: -7624939.000000 Penalty: 2715.478027
	Iteration 0F: 2 clusters Score -7624939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -7586759.500000 Penalty: 5430.956055
	Iteration 0F: 3 clusters Score -7586760 nChanged 26436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7601096.500000 Penalty: 5430.956055
	Iteration 1F: 3 clusters Score -7601096 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7601521.500000 Penalty: 5430.956055
	Iteration 2Q: 3 clusters Score -7601522 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7601945.500000 Penalty: 5430.956055
	Iteration 3Q: 3 clusters Score -7601946 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7602355.000000 Penalty: 5430.956055
	Iteration 4Q: 3 clusters Score -7602355 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7602871.000000 Penalty: 5430.956055
	Iteration 5Q: 3 clusters Score -7602871 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -7603652.500000 Penalty: 5430.956055
	Iteration 6Q: 3 clusters Score -7603652 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -7604587.500000 Penalty: 5430.956055
	Iteration 7Q: 3 clusters Score -7604588 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -7605840.500000 Penalty: 5430.956055
	Iteration 8Q: 3 clusters Score -7605840 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -7607663.500000 Penalty: 5430.956055
	Iteration 9F: 3 clusters Score -7607664 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7610446.500000 Penalty: 5430.956055
	Iteration 10F: 3 clusters Score -7610446 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -7614094.500000 Penalty: 5430.956055
	Iteration 11F: 3 clusters Score -7614094 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -7617437.000000 Penalty: 5430.956055
	Iteration 12F: 3 clusters Score -7617437 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7619353.500000 Penalty: 5430.956055
	Iteration 13Q: 3 clusters Score -7619354 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -7620280.500000 Penalty: 5430.956055
	Iteration 14Q: 3 clusters Score -7620280 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7620820.500000 Penalty: 5430.956055
	Iteration 15Q: 3 clusters Score -7620820 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -7621217.500000 Penalty: 5430.956055
	Iteration 16Q: 3 clusters Score -7621218 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -7621550.500000 Penalty: 5430.956055
	Iteration 17Q: 3 clusters Score -7621550 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -7621804.000000 Penalty: 5430.956055
	Iteration 18Q: 3 clusters Score -7621804 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -7621984.000000 Penalty: 5430.956055
	Iteration 19Q: 3 clusters Score -7621984 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -7622185.000000 Penalty: 5430.956055
	Iteration 20F: 3 clusters Score -7622185 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7622371.500000 Penalty: 5430.956055
	Iteration 21Q: 3 clusters Score -7622372 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -7622541.500000 Penalty: 5430.956055
	Iteration 22Q: 3 clusters Score -7622542 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7622692.500000 Penalty: 5430.956055
	Iteration 23Q: 3 clusters Score -7622692 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7622817.500000 Penalty: 5430.956055
	Iteration 24Q: 3 clusters Score -7622818 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7622965.000000 Penalty: 5430.956055
	Iteration 25Q: 3 clusters Score -7622965 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -7623060.500000 Penalty: 5430.956055
	Iteration 26Q: 3 clusters Score -7623060 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7623168.000000 Penalty: 5430.956055
	Iteration 27Q: 3 clusters Score -7623168 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -7623220.000000 Penalty: 5430.956055
	Iteration 28Q: 3 clusters Score -7623220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7623268.000000 Penalty: 5430.956055
	Iteration 29Q: 3 clusters Score -7623268 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7623348.000000 Penalty: 5430.956055
	Iteration 30Q: 3 clusters Score -7623348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -7623376.500000 Penalty: 5430.956055
	Iteration 31Q: 3 clusters Score -7623376 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7623428.000000 Penalty: 5430.956055
	Iteration 32Q: 3 clusters Score -7623428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7623471.500000 Penalty: 5430.956055
	Iteration 33Q: 3 clusters Score -7623472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7623532.500000 Penalty: 5430.956055
	Iteration 34Q: 3 clusters Score -7623532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7623562.000000 Penalty: 5430.956055
	Iteration 35Q: 3 clusters Score -7623562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7623588.000000 Penalty: 5430.956055
	Iteration 36Q: 3 clusters Score -7623588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7623623.000000 Penalty: 5430.956055
	Iteration 37Q: 3 clusters Score -7623623 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7623623.500000 Penalty: 5430.956055
	Iteration 38Q: 3 clusters Score -7623624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7623637.000000 Penalty: 5430.956055
	Iteration 39Q: 3 clusters Score -7623637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7623669.500000 Penalty: 5430.956055
	Iteration 40F: 3 clusters Score -7623670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7623687.500000 Penalty: 5430.956055
	Iteration 41Q: 3 clusters Score -7623688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7623697.000000 Penalty: 5430.956055
	Iteration 42Q: 3 clusters Score -7623697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7623704.000000 Penalty: 5430.956055
	Iteration 43Q: 3 clusters Score -7623704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7623704.000000 Penalty: 5430.956055
	Iteration 44Q: 3 clusters Score -7623704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7623722.000000 Penalty: 5430.956055
	Iteration 45Q: 3 clusters Score -7623722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7623728.500000 Penalty: 5430.956055
	Iteration 46Q: 3 clusters Score -7623728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7623730.500000 Penalty: 5430.956055
	Iteration 47Q: 3 clusters Score -7623730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7623729.500000 Penalty: 5430.956055
	Iteration 48Q: 3 clusters Score -7623730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7623730.000000 Penalty: 5430.956055
	Iteration 49Q: 3 clusters Score -7623730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7623730.000000 Penalty: 5430.956055
	Iteration 50Q: 3 clusters Score -7623730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7623735.500000 Penalty: 5430.956055
	Iteration 51Q: 3 clusters Score -7623736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7623734.000000 Penalty: 5430.956055
	Iteration 52Q: 3 clusters Score -7623734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7623749.500000 Penalty: 5430.956055
	Iteration 53Q: 3 clusters Score -7623750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7623737.500000 Penalty: 5430.956055
	Iteration 54Q: 3 clusters Score -7623738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7623746.000000 Penalty: 5430.956055
	Iteration 55Q: 3 clusters Score -7623746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7623752.500000 Penalty: 5430.956055
	Iteration 56Q: 3 clusters Score -7623752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7623735.500000 Penalty: 5430.956055
	Iteration 57Q: 3 clusters Score -7623736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7623737.000000 Penalty: 5430.956055
	Iteration 58Q: 3 clusters Score -7623737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7623734.000000 Penalty: 5430.956055
	Iteration 59Q: 3 clusters Score -7623734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7623738.500000 Penalty: 5430.956055
	Iteration 60F: 3 clusters Score -7623738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7623745.000000 Penalty: 5430.956055
	Iteration 61Q: 3 clusters Score -7623745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7623763.000000 Penalty: 5430.956055
	Iteration 62Q: 3 clusters Score -7623763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7623766.500000 Penalty: 5430.956055
	Iteration 63Q: 3 clusters Score -7623766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7623762.500000 Penalty: 5430.956055
	Iteration 64Q: 3 clusters Score -7623762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7623767.500000 Penalty: 5430.956055
	Iteration 65Q: 3 clusters Score -7623768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7623763.500000 Penalty: 5430.956055
	Iteration 66Q: 3 clusters Score -7623764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7623767.000000 Penalty: 5430.956055
	Iteration 67Q: 3 clusters Score -7623767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7623767.500000 Penalty: 5430.956055
	Iteration 68Q: 3 clusters Score -7623768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7623772.000000 Penalty: 5430.956055
	Iteration 69Q: 3 clusters Score -7623772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7623768.500000 Penalty: 5430.956055
	Iteration 70Q: 3 clusters Score -7623768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7623769.500000 Penalty: 5430.956055
	Iteration 71Q: 3 clusters Score -7623770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7623775.500000 Penalty: 5430.956055
	Iteration 72Q: 3 clusters Score -7623776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7623775.500000 Penalty: 5430.956055
	Iteration 73F: 3 clusters Score -7623776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (129110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129110 members 
Entering Unmasked Estep 
Score: -17233314.000000 Penalty: 2918.568115
	Iteration 0F: 2 clusters Score -1.723331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -17147462.000000 Penalty: 5837.136230
	Iteration 0F: 3 clusters Score -1.714746e+07 nChanged 61662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -17183356.000000 Penalty: 5837.136230
	Iteration 1F: 3 clusters Score -1.718336e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -17184298.000000 Penalty: 5837.136230
	Iteration 2Q: 3 clusters Score -1.71843e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -17185334.000000 Penalty: 5837.136230
	Iteration 3Q: 3 clusters Score -1.718533e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -17186956.000000 Penalty: 5837.136230
	Iteration 4Q: 3 clusters Score -1.718696e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -17189284.000000 Penalty: 5837.136230
	Iteration 5Q: 3 clusters Score -1.718928e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -17193138.000000 Penalty: 5837.136230
	Iteration 6F: 3 clusters Score -1.719314e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -17199030.000000 Penalty: 5837.136230
	Iteration 7F: 3 clusters Score -1.719903e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -17206410.000000 Penalty: 5837.136230
	Iteration 8F: 3 clusters Score -1.720641e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -17214144.000000 Penalty: 5837.136230
	Iteration 9F: 3 clusters Score -1.721414e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -17220532.000000 Penalty: 5837.136230
	Iteration 10F: 3 clusters Score -1.722053e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 120853 members 
Entering Unmasked Estep 
Score: -17224816.000000 Penalty: 5837.136230
	Iteration 11Q: 3 clusters Score -1.722482e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -17227510.000000 Penalty: 5837.136230
	Iteration 12Q: 3 clusters Score -1.722751e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -17228952.000000 Penalty: 5837.136230
	Iteration 13Q: 3 clusters Score -1.722895e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 127164 members 
Entering Unmasked Estep 
Score: -17229764.000000 Penalty: 5837.136230
	Iteration 14Q: 3 clusters Score -1.722976e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -17230176.000000 Penalty: 5837.136230
	Iteration 15Q: 3 clusters Score -1.723018e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 128053 members 
Entering Unmasked Estep 
Score: -17230444.000000 Penalty: 5837.136230
	Iteration 16Q: 3 clusters Score -1.723044e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -17230566.000000 Penalty: 5837.136230
	Iteration 17Q: 3 clusters Score -1.723057e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -17230614.000000 Penalty: 5837.136230
	Iteration 18Q: 3 clusters Score -1.723061e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 128408 members 
Entering Unmasked Estep 
Score: -17230720.000000 Penalty: 5837.136230
	Iteration 19Q: 3 clusters Score -1.723072e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 128464 members 
Entering Unmasked Estep 
Score: -17230782.000000 Penalty: 5837.136230
	Iteration 20F: 3 clusters Score -1.723078e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -17230838.000000 Penalty: 5837.136230
	Iteration 21Q: 3 clusters Score -1.723084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
Score: -17230866.000000 Penalty: 5837.136230
	Iteration 22Q: 3 clusters Score -1.723087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 128557 members 
Entering Unmasked Estep 
Score: -17230884.000000 Penalty: 5837.136230
	Iteration 23Q: 3 clusters Score -1.723088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 128570 members 
Entering Unmasked Estep 
Score: -17230906.000000 Penalty: 5837.136230
	Iteration 24Q: 3 clusters Score -1.723091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -17230922.000000 Penalty: 5837.136230
	Iteration 25Q: 3 clusters Score -1.723092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
Score: -17230930.000000 Penalty: 5837.136230
	Iteration 26Q: 3 clusters Score -1.723093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -17230928.000000 Penalty: 5837.136230
	Iteration 27Q: 3 clusters Score -1.723093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 128592 members 
Entering Unmasked Estep 
Score: -17230938.000000 Penalty: 5837.136230
	Iteration 28Q: 3 clusters Score -1.723094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -17230932.000000 Penalty: 5837.136230
	Iteration 29Q: 3 clusters Score -1.723093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 128596 members 
Entering Unmasked Estep 
Score: -17230932.000000 Penalty: 5837.136230
	Iteration 30Q: 3 clusters Score -1.723093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -17230946.000000 Penalty: 5837.136230
	Iteration 31Q: 3 clusters Score -1.723095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -17230956.000000 Penalty: 5837.136230
	Iteration 32Q: 3 clusters Score -1.723096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 128600 members 
Entering Unmasked Estep 
Score: -17230952.000000 Penalty: 5837.136230
	Iteration 33Q: 3 clusters Score -1.723095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -17230962.000000 Penalty: 5837.136230
	Iteration 34Q: 3 clusters Score -1.723096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -17230962.000000 Penalty: 5837.136230
	Iteration 35Q: 3 clusters Score -1.723096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 128603 members 
Entering Unmasked Estep 
Score: -17230968.000000 Penalty: 5837.136230
	Iteration 36Q: 3 clusters Score -1.723097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 128603 members 
Entering Unmasked Estep 
Score: -17230968.000000 Penalty: 5837.136230
	Iteration 37F: 3 clusters Score -1.723097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -219712.421875 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -219712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217241.031250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -217241 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -218223.734375 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -218223.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -218972.546875 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -218972.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -219658.843750 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -219658.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -220445.640625 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -220445.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -221023.937500 Penalty: 3745.127930
	Iteration 5F: 3 clusters Score -221023.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -221250.781250 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -221250.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -221369.796875 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -221369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -221419.718750 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -221419.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -221433.046875 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -221433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -221439.828125 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -221439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221446.156250 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -221446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221449.875000 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -221449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221452.687500 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -221452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -221455.421875 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -221455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -221456.937500 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -221456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -221456.937500 Penalty: 3745.127930
	Iteration 16F: 3 clusters Score -221456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 18 contains 150898 members 
Mstep: Class 19 contains 36957 members 
Mstep: Class 20 contains 23958 members 
Entering Unmasked Estep 
Score: -135244832.000000 Penalty: 51519.992188
Splitting cluster 7 changes total score from -135242688.000000 to -135244832.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -512477.781250 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -512477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -508754.343750 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -508754.3 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -509469.250000 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -509469.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -509639.593750 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -509639.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -509738.843750 Penalty: 4074.777344
	Iteration 3Q: 3 clusters Score -509738.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -509804.218750 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -509804.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -509849.625000 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -509849.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -509891.375000 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -509891.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -509928.718750 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -509928.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -509964.718750 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -509964.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -509990.843750 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -509990.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -510014.531250 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -510014.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -510034.500000 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -510034.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -510050.468750 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -510050.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -510058.406250 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -510058.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -510065.156250 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -510065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -510071.906250 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -510071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -510075.906250 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -510075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -510076.781250 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -510076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -510079.250000 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -510079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -510084.031250 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -510084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -510085.625000 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -510085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -510088.625000 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -510088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -510091.843750 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -510091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -510092.968750 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -510093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -510095.781250 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -510095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -510099.500000 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -510099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -510103.812500 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -510103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -510105.593750 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -510105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -510108.187500 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -510108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -510110.437500 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -510110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -510112.437500 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -510112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -510114.437500 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -510114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -510117.093750 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -510117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -510119.062500 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -510119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -510120.500000 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -510120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -510122.812500 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -510122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -510125.125000 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -510125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -510125.500000 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -510125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -510127.875000 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -510127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -510128.906250 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -510128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -510132.312500 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -510132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -510132.812500 Penalty: 4074.777344
	Iteration 41Q: 3 clusters Score -510132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -510135.437500 Penalty: 4074.777344
	Iteration 42Q: 3 clusters Score -510135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -510136.156250 Penalty: 4074.777344
	Iteration 43Q: 3 clusters Score -510136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -510136.187500 Penalty: 4074.777344
	Iteration 44Q: 3 clusters Score -510136.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -510136.187500 Penalty: 4074.777344
	Iteration 45F: 3 clusters Score -510136.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (143925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Entering Unmasked Estep 
Score: -19212104.000000 Penalty: 2945.507812
	Iteration 0F: 2 clusters Score -1.92121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -19118906.000000 Penalty: 5891.015625
	Iteration 0F: 3 clusters Score -1.911891e+07 nChanged 68570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -19158318.000000 Penalty: 5891.015625
	Iteration 1F: 3 clusters Score -1.915832e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -19159370.000000 Penalty: 5891.015625
	Iteration 2Q: 3 clusters Score -1.915937e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -19161136.000000 Penalty: 5891.015625
	Iteration 3Q: 3 clusters Score -1.916114e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -19163732.000000 Penalty: 5891.015625
	Iteration 4Q: 3 clusters Score -1.916373e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -19168328.000000 Penalty: 5891.015625
	Iteration 5F: 3 clusters Score -1.916833e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -19176686.000000 Penalty: 5891.015625
	Iteration 6F: 3 clusters Score -1.917669e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -19188596.000000 Penalty: 5891.015625
	Iteration 7F: 3 clusters Score -1.91886e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -19199134.000000 Penalty: 5891.015625
	Iteration 8F: 3 clusters Score -1.919913e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 134120 members 
Entering Unmasked Estep 
Score: -19205530.000000 Penalty: 5891.015625
	Iteration 9Q: 3 clusters Score -1.920553e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -19208694.000000 Penalty: 5891.015625
	Iteration 10Q: 3 clusters Score -1.920869e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -19210002.000000 Penalty: 5891.015625
	Iteration 11Q: 3 clusters Score -1.921e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 138888 members 
Entering Unmasked Estep 
Score: -19210458.000000 Penalty: 5891.015625
	Iteration 12Q: 3 clusters Score -1.921046e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -19210764.000000 Penalty: 5891.015625
	Iteration 13Q: 3 clusters Score -1.921076e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -19210810.000000 Penalty: 5891.015625
	Iteration 14Q: 3 clusters Score -1.921081e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -19210904.000000 Penalty: 5891.015625
	Iteration 15Q: 3 clusters Score -1.92109e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -19210928.000000 Penalty: 5891.015625
	Iteration 16Q: 3 clusters Score -1.921093e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -19210960.000000 Penalty: 5891.015625
	Iteration 17Q: 3 clusters Score -1.921096e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 140281 members 
Entering Unmasked Estep 
Score: -19210970.000000 Penalty: 5891.015625
	Iteration 18Q: 3 clusters Score -1.921097e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 140380 members 
Entering Unmasked Estep 
Score: -19210996.000000 Penalty: 5891.015625
	Iteration 19Q: 3 clusters Score -1.9211e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -19211026.000000 Penalty: 5891.015625
	Iteration 20F: 3 clusters Score -1.921103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -19211004.000000 Penalty: 5891.015625
	Iteration 21Q: 3 clusters Score -1.9211e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -19210934.000000 Penalty: 5891.015625
	Iteration 22Q: 3 clusters Score -1.921093e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -19210984.000000 Penalty: 5891.015625
	Iteration 23Q: 3 clusters Score -1.921098e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 140702 members 
Entering Unmasked Estep 
Score: -19210986.000000 Penalty: 5891.015625
	Iteration 24Q: 3 clusters Score -1.921099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 140744 members 
Entering Unmasked Estep 
Score: -19211022.000000 Penalty: 5891.015625
	Iteration 25Q: 3 clusters Score -1.921102e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -19211062.000000 Penalty: 5891.015625
	Iteration 26Q: 3 clusters Score -1.921106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -19211074.000000 Penalty: 5891.015625
	Iteration 27Q: 3 clusters Score -1.921107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -19211074.000000 Penalty: 5891.015625
	Iteration 28Q: 3 clusters Score -1.921107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 140800 members 
Entering Unmasked Estep 
Score: -19211080.000000 Penalty: 5891.015625
	Iteration 29Q: 3 clusters Score -1.921108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -19211074.000000 Penalty: 5891.015625
	Iteration 30Q: 3 clusters Score -1.921107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -19211066.000000 Penalty: 5891.015625
	Iteration 31Q: 3 clusters Score -1.921107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -19211068.000000 Penalty: 5891.015625
	Iteration 32Q: 3 clusters Score -1.921107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -19211076.000000 Penalty: 5891.015625
	Iteration 33Q: 3 clusters Score -1.921108e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -19211058.000000 Penalty: 5891.015625
	Iteration 34Q: 3 clusters Score -1.921106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 140916 members 
Entering Unmasked Estep 
Score: -19211068.000000 Penalty: 5891.015625
	Iteration 35Q: 3 clusters Score -1.921107e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -19211038.000000 Penalty: 5891.015625
	Iteration 36Q: 3 clusters Score -1.921104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -19211062.000000 Penalty: 5891.015625
	Iteration 37Q: 3 clusters Score -1.921106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -19211082.000000 Penalty: 5891.015625
	Iteration 38Q: 3 clusters Score -1.921108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 141002 members 
Entering Unmasked Estep 
Score: -19211076.000000 Penalty: 5891.015625
	Iteration 39Q: 3 clusters Score -1.921108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -19211090.000000 Penalty: 5891.015625
	Iteration 40F: 3 clusters Score -1.921109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -19211108.000000 Penalty: 5891.015625
	Iteration 41Q: 3 clusters Score -1.921111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -19211110.000000 Penalty: 5891.015625
	Iteration 42Q: 3 clusters Score -1.921111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 141019 members 
Entering Unmasked Estep 
Score: -19211112.000000 Penalty: 5891.015625
	Iteration 43Q: 3 clusters Score -1.921111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 141024 members 
Entering Unmasked Estep 
Score: -19211114.000000 Penalty: 5891.015625
	Iteration 44Q: 3 clusters Score -1.921111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -19211150.000000 Penalty: 5891.015625
	Iteration 45Q: 3 clusters Score -1.921115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -19211134.000000 Penalty: 5891.015625
	Iteration 46Q: 3 clusters Score -1.921113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 141036 members 
Entering Unmasked Estep 
Score: -19211136.000000 Penalty: 5891.015625
	Iteration 47Q: 3 clusters Score -1.921114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -19211162.000000 Penalty: 5891.015625
	Iteration 48Q: 3 clusters Score -1.921116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -19211154.000000 Penalty: 5891.015625
	Iteration 49Q: 3 clusters Score -1.921115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 141029 members 
Entering Unmasked Estep 
Score: -19211184.000000 Penalty: 5891.015625
	Iteration 50Q: 3 clusters Score -1.921118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -19211172.000000 Penalty: 5891.015625
	Iteration 51Q: 3 clusters Score -1.921117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 141019 members 
Entering Unmasked Estep 
Score: -19211172.000000 Penalty: 5891.015625
	Iteration 52Q: 3 clusters Score -1.921117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -19211196.000000 Penalty: 5891.015625
	Iteration 53Q: 3 clusters Score -1.92112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -19211196.000000 Penalty: 5891.015625
	Iteration 54Q: 3 clusters Score -1.92112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -19211188.000000 Penalty: 5891.015625
	Iteration 55Q: 3 clusters Score -1.921119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 140993 members 
Entering Unmasked Estep 
Score: -19211170.000000 Penalty: 5891.015625
	Iteration 56Q: 3 clusters Score -1.921117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -19211178.000000 Penalty: 5891.015625
	Iteration 57Q: 3 clusters Score -1.921118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -19211194.000000 Penalty: 5891.015625
	Iteration 58Q: 3 clusters Score -1.921119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -19211178.000000 Penalty: 5891.015625
	Iteration 59Q: 3 clusters Score -1.921118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 140982 members 
Entering Unmasked Estep 
Score: -19211190.000000 Penalty: 5891.015625
	Iteration 60F: 3 clusters Score -1.921119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -19211198.000000 Penalty: 5891.015625
	Iteration 61Q: 3 clusters Score -1.92112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -19211186.000000 Penalty: 5891.015625
	Iteration 62Q: 3 clusters Score -1.921119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -19211188.000000 Penalty: 5891.015625
	Iteration 63Q: 3 clusters Score -1.921119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -19211200.000000 Penalty: 5891.015625
	Iteration 64Q: 3 clusters Score -1.92112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 140961 members 
Entering Unmasked Estep 
Score: -19211204.000000 Penalty: 5891.015625
	Iteration 65Q: 3 clusters Score -1.92112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 140955 members 
Entering Unmasked Estep 
Score: -19211212.000000 Penalty: 5891.015625
	Iteration 66Q: 3 clusters Score -1.921121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -19211200.000000 Penalty: 5891.015625
	Iteration 67Q: 3 clusters Score -1.92112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -19211212.000000 Penalty: 5891.015625
	Iteration 68Q: 3 clusters Score -1.921121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211192.000000 Penalty: 5891.015625
	Iteration 69Q: 3 clusters Score -1.921119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211186.000000 Penalty: 5891.015625
	Iteration 70Q: 3 clusters Score -1.921119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211198.000000 Penalty: 5891.015625
	Iteration 71Q: 3 clusters Score -1.92112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211206.000000 Penalty: 5891.015625
	Iteration 72Q: 3 clusters Score -1.921121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211204.000000 Penalty: 5891.015625
	Iteration 73Q: 3 clusters Score -1.92112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19211204.000000 Penalty: 5891.015625
	Iteration 74F: 3 clusters Score -1.92112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110833 members 
Entering Unmasked Estep 
Score: -14827635.000000 Penalty: 2880.713379
	Iteration 0F: 2 clusters Score -1.482764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -14753649.000000 Penalty: 5761.426758
	Iteration 0F: 3 clusters Score -1.475365e+07 nChanged 52472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -14783790.000000 Penalty: 5761.426758
	Iteration 1F: 3 clusters Score -1.478379e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -14784566.000000 Penalty: 5761.426758
	Iteration 2Q: 3 clusters Score -1.478457e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -14785458.000000 Penalty: 5761.426758
	Iteration 3Q: 3 clusters Score -1.478546e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -14786620.000000 Penalty: 5761.426758
	Iteration 4Q: 3 clusters Score -1.478662e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -14788181.000000 Penalty: 5761.426758
	Iteration 5Q: 3 clusters Score -1.478818e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -14789969.000000 Penalty: 5761.426758
	Iteration 6Q: 3 clusters Score -1.478997e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -14792046.000000 Penalty: 5761.426758
	Iteration 7Q: 3 clusters Score -1.479205e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -14794661.000000 Penalty: 5761.426758
	Iteration 8Q: 3 clusters Score -1.479466e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -14797894.000000 Penalty: 5761.426758
	Iteration 9F: 3 clusters Score -1.479789e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -14802081.000000 Penalty: 5761.426758
	Iteration 10F: 3 clusters Score -1.480208e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -14806730.000000 Penalty: 5761.426758
	Iteration 11F: 3 clusters Score -1.480673e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -14810757.000000 Penalty: 5761.426758
	Iteration 12F: 3 clusters Score -1.481076e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -14812938.000000 Penalty: 5761.426758
	Iteration 13Q: 3 clusters Score -1.481294e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -14813957.000000 Penalty: 5761.426758
	Iteration 14Q: 3 clusters Score -1.481396e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -14814510.000000 Penalty: 5761.426758
	Iteration 15Q: 3 clusters Score -1.481451e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -14815082.000000 Penalty: 5761.426758
	Iteration 16Q: 3 clusters Score -1.481508e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -14815579.000000 Penalty: 5761.426758
	Iteration 17Q: 3 clusters Score -1.481558e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -14816036.000000 Penalty: 5761.426758
	Iteration 18Q: 3 clusters Score -1.481604e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -14816431.000000 Penalty: 5761.426758
	Iteration 19Q: 3 clusters Score -1.481643e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -14816759.000000 Penalty: 5761.426758
	Iteration 20F: 3 clusters Score -1.481676e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -14817160.000000 Penalty: 5761.426758
	Iteration 21Q: 3 clusters Score -1.481716e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -14817590.000000 Penalty: 5761.426758
	Iteration 22Q: 3 clusters Score -1.481759e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -14817904.000000 Penalty: 5761.426758
	Iteration 23Q: 3 clusters Score -1.48179e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -14818268.000000 Penalty: 5761.426758
	Iteration 24Q: 3 clusters Score -1.481827e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -14818614.000000 Penalty: 5761.426758
	Iteration 25Q: 3 clusters Score -1.481861e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -14818926.000000 Penalty: 5761.426758
	Iteration 26Q: 3 clusters Score -1.481893e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -14819178.000000 Penalty: 5761.426758
	Iteration 27Q: 3 clusters Score -1.481918e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -14819536.000000 Penalty: 5761.426758
	Iteration 28Q: 3 clusters Score -1.481954e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -14819903.000000 Penalty: 5761.426758
	Iteration 29Q: 3 clusters Score -1.48199e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -14820252.000000 Penalty: 5761.426758
	Iteration 30Q: 3 clusters Score -1.482025e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -14820585.000000 Penalty: 5761.426758
	Iteration 31Q: 3 clusters Score -1.482058e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -14820927.000000 Penalty: 5761.426758
	Iteration 32Q: 3 clusters Score -1.482093e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -14821217.000000 Penalty: 5761.426758
	Iteration 33Q: 3 clusters Score -1.482122e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -14821540.000000 Penalty: 5761.426758
	Iteration 34Q: 3 clusters Score -1.482154e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -14821934.000000 Penalty: 5761.426758
	Iteration 35Q: 3 clusters Score -1.482193e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -14822255.000000 Penalty: 5761.426758
	Iteration 36Q: 3 clusters Score -1.482226e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -14822626.000000 Penalty: 5761.426758
	Iteration 37Q: 3 clusters Score -1.482263e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -14822907.000000 Penalty: 5761.426758
	Iteration 38Q: 3 clusters Score -1.482291e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -14823178.000000 Penalty: 5761.426758
	Iteration 39Q: 3 clusters Score -1.482318e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -14823448.000000 Penalty: 5761.426758
	Iteration 40F: 3 clusters Score -1.482345e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -14823642.000000 Penalty: 5761.426758
	Iteration 41Q: 3 clusters Score -1.482364e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -14823865.000000 Penalty: 5761.426758
	Iteration 42Q: 3 clusters Score -1.482386e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -14824073.000000 Penalty: 5761.426758
	Iteration 43Q: 3 clusters Score -1.482407e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -14824297.000000 Penalty: 5761.426758
	Iteration 44Q: 3 clusters Score -1.48243e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -14824496.000000 Penalty: 5761.426758
	Iteration 45Q: 3 clusters Score -1.48245e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -14824659.000000 Penalty: 5761.426758
	Iteration 46Q: 3 clusters Score -1.482466e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -14824735.000000 Penalty: 5761.426758
	Iteration 47Q: 3 clusters Score -1.482474e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -14824857.000000 Penalty: 5761.426758
	Iteration 48Q: 3 clusters Score -1.482486e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -14824924.000000 Penalty: 5761.426758
	Iteration 49Q: 3 clusters Score -1.482492e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -14825005.000000 Penalty: 5761.426758
	Iteration 50Q: 3 clusters Score -1.4825e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -14825095.000000 Penalty: 5761.426758
	Iteration 51Q: 3 clusters Score -1.48251e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -14825192.000000 Penalty: 5761.426758
	Iteration 52Q: 3 clusters Score -1.482519e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -14825219.000000 Penalty: 5761.426758
	Iteration 53Q: 3 clusters Score -1.482522e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -14825262.000000 Penalty: 5761.426758
	Iteration 54Q: 3 clusters Score -1.482526e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -14825308.000000 Penalty: 5761.426758
	Iteration 55Q: 3 clusters Score -1.482531e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -14825321.000000 Penalty: 5761.426758
	Iteration 56Q: 3 clusters Score -1.482532e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -14825340.000000 Penalty: 5761.426758
	Iteration 57Q: 3 clusters Score -1.482534e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106321 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -14825343.000000 Penalty: 5761.426758
	Iteration 58Q: 3 clusters Score -1.482534e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -14825368.000000 Penalty: 5761.426758
	Iteration 59Q: 3 clusters Score -1.482537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -14825399.000000 Penalty: 5761.426758
	Iteration 60F: 3 clusters Score -1.48254e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -14825465.000000 Penalty: 5761.426758
	Iteration 61Q: 3 clusters Score -1.482546e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -14825484.000000 Penalty: 5761.426758
	Iteration 62Q: 3 clusters Score -1.482548e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -14825512.000000 Penalty: 5761.426758
	Iteration 63Q: 3 clusters Score -1.482551e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -14825538.000000 Penalty: 5761.426758
	Iteration 64Q: 3 clusters Score -1.482554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -14825545.000000 Penalty: 5761.426758
	Iteration 65Q: 3 clusters Score -1.482554e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -14825579.000000 Penalty: 5761.426758
	Iteration 66Q: 3 clusters Score -1.482558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -14825546.000000 Penalty: 5761.426758
	Iteration 67Q: 3 clusters Score -1.482555e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14825607.000000 Penalty: 5761.426758
	Iteration 68Q: 3 clusters Score -1.482561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -14825605.000000 Penalty: 5761.426758
	Iteration 69Q: 3 clusters Score -1.48256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14825627.000000 Penalty: 5761.426758
	Iteration 70Q: 3 clusters Score -1.482563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -14825609.000000 Penalty: 5761.426758
	Iteration 71Q: 3 clusters Score -1.482561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -14825623.000000 Penalty: 5761.426758
	Iteration 72Q: 3 clusters Score -1.482562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14825631.000000 Penalty: 5761.426758
	Iteration 73Q: 3 clusters Score -1.482563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14825619.000000 Penalty: 5761.426758
	Iteration 74Q: 3 clusters Score -1.482562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -14825621.000000 Penalty: 5761.426758
	Iteration 75Q: 3 clusters Score -1.482562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -14825631.000000 Penalty: 5761.426758
	Iteration 76Q: 3 clusters Score -1.482563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -14825619.000000 Penalty: 5761.426758
	Iteration 77Q: 3 clusters Score -1.482562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -14825625.000000 Penalty: 5761.426758
	Iteration 78Q: 3 clusters Score -1.482562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14825648.000000 Penalty: 5761.426758
	Iteration 79Q: 3 clusters Score -1.482565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -14825648.000000 Penalty: 5761.426758
	Iteration 80F: 3 clusters Score -1.482565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -14825640.000000 Penalty: 5761.426758
	Iteration 81Q: 3 clusters Score -1.482564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -14825626.000000 Penalty: 5761.426758
	Iteration 82Q: 3 clusters Score -1.482563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14825660.000000 Penalty: 5761.426758
	Iteration 83Q: 3 clusters Score -1.482566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -14825662.000000 Penalty: 5761.426758
	Iteration 84Q: 3 clusters Score -1.482566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14825686.000000 Penalty: 5761.426758
	Iteration 85Q: 3 clusters Score -1.482569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -14825691.000000 Penalty: 5761.426758
	Iteration 86Q: 3 clusters Score -1.482569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -14825695.000000 Penalty: 5761.426758
	Iteration 87Q: 3 clusters Score -1.48257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -14825697.000000 Penalty: 5761.426758
	Iteration 88Q: 3 clusters Score -1.48257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -14825704.000000 Penalty: 5761.426758
	Iteration 89Q: 3 clusters Score -1.48257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -14825709.000000 Penalty: 5761.426758
	Iteration 90Q: 3 clusters Score -1.482571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -14825724.000000 Penalty: 5761.426758
	Iteration 91Q: 3 clusters Score -1.482572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14825724.000000 Penalty: 5761.426758
	Iteration 92Q: 3 clusters Score -1.482572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -14825736.000000 Penalty: 5761.426758
	Iteration 93Q: 3 clusters Score -1.482574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14825736.000000 Penalty: 5761.426758
	Iteration 94Q: 3 clusters Score -1.482574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -14825737.000000 Penalty: 5761.426758
	Iteration 95Q: 3 clusters Score -1.482574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -14825733.000000 Penalty: 5761.426758
	Iteration 96Q: 3 clusters Score -1.482573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -14825730.000000 Penalty: 5761.426758
	Iteration 97Q: 3 clusters Score -1.482573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14825742.000000 Penalty: 5761.426758
	Iteration 98Q: 3 clusters Score -1.482574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14825731.000000 Penalty: 5761.426758
	Iteration 99Q: 3 clusters Score -1.482573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14825731.000000 Penalty: 5761.426758
	Iteration 100F: 3 clusters Score -1.482573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Entering Unmasked Estep 
Score: -4737476.000000 Penalty: 2595.726562
	Iteration 0F: 2 clusters Score -4737476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4713562.500000 Penalty: 5191.453125
	Iteration 0F: 3 clusters Score -4713562 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4722199.000000 Penalty: 5191.453125
	Iteration 1F: 3 clusters Score -4722199 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4722653.500000 Penalty: 5191.453125
	Iteration 2Q: 3 clusters Score -4722654 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4723069.000000 Penalty: 5191.453125
	Iteration 3Q: 3 clusters Score -4723069 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4723428.000000 Penalty: 5191.453125
	Iteration 4Q: 3 clusters Score -4723428 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4723895.500000 Penalty: 5191.453125
	Iteration 5Q: 3 clusters Score -4723896 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4724432.500000 Penalty: 5191.453125
	Iteration 6Q: 3 clusters Score -4724432 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4725125.500000 Penalty: 5191.453125
	Iteration 7Q: 3 clusters Score -4725126 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4726146.000000 Penalty: 5191.453125
	Iteration 8F: 3 clusters Score -4726146 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -4727498.500000 Penalty: 5191.453125
	Iteration 9F: 3 clusters Score -4727498 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4729250.500000 Penalty: 5191.453125
	Iteration 10F: 3 clusters Score -4729250 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4731111.500000 Penalty: 5191.453125
	Iteration 11F: 3 clusters Score -4731112 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4732585.000000 Penalty: 5191.453125
	Iteration 12Q: 3 clusters Score -4732585 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4733580.500000 Penalty: 5191.453125
	Iteration 13Q: 3 clusters Score -4733580 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4734126.000000 Penalty: 5191.453125
	Iteration 14Q: 3 clusters Score -4734126 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4734435.500000 Penalty: 5191.453125
	Iteration 15Q: 3 clusters Score -4734436 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4734652.000000 Penalty: 5191.453125
	Iteration 16Q: 3 clusters Score -4734652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4734781.000000 Penalty: 5191.453125
	Iteration 17Q: 3 clusters Score -4734781 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4734889.000000 Penalty: 5191.453125
	Iteration 18Q: 3 clusters Score -4734889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4734967.000000 Penalty: 5191.453125
	Iteration 19Q: 3 clusters Score -4734967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4735059.000000 Penalty: 5191.453125
	Iteration 20F: 3 clusters Score -4735059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4735106.500000 Penalty: 5191.453125
	Iteration 21Q: 3 clusters Score -4735106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4735157.500000 Penalty: 5191.453125
	Iteration 22Q: 3 clusters Score -4735158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4735191.000000 Penalty: 5191.453125
	Iteration 23Q: 3 clusters Score -4735191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4735232.000000 Penalty: 5191.453125
	Iteration 24Q: 3 clusters Score -4735232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4735244.000000 Penalty: 5191.453125
	Iteration 25Q: 3 clusters Score -4735244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4735258.000000 Penalty: 5191.453125
	Iteration 26Q: 3 clusters Score -4735258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4735266.000000 Penalty: 5191.453125
	Iteration 27Q: 3 clusters Score -4735266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4735281.000000 Penalty: 5191.453125
	Iteration 28Q: 3 clusters Score -4735281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4735283.500000 Penalty: 5191.453125
	Iteration 29Q: 3 clusters Score -4735284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -4735282.000000 Penalty: 5191.453125
	Iteration 30Q: 3 clusters Score -4735282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4735291.000000 Penalty: 5191.453125
	Iteration 31Q: 3 clusters Score -4735291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4735289.500000 Penalty: 5191.453125
	Iteration 32Q: 3 clusters Score -4735290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4735292.500000 Penalty: 5191.453125
	Iteration 33Q: 3 clusters Score -4735292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4735302.500000 Penalty: 5191.453125
	Iteration 34Q: 3 clusters Score -4735302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4735304.500000 Penalty: 5191.453125
	Iteration 35Q: 3 clusters Score -4735304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4735311.000000 Penalty: 5191.453125
	Iteration 36Q: 3 clusters Score -4735311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4735312.000000 Penalty: 5191.453125
	Iteration 37Q: 3 clusters Score -4735312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4735314.000000 Penalty: 5191.453125
	Iteration 38Q: 3 clusters Score -4735314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4735328.000000 Penalty: 5191.453125
	Iteration 39Q: 3 clusters Score -4735328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4735332.000000 Penalty: 5191.453125
	Iteration 40F: 3 clusters Score -4735332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4735338.500000 Penalty: 5191.453125
	Iteration 41Q: 3 clusters Score -4735338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4735344.000000 Penalty: 5191.453125
	Iteration 42Q: 3 clusters Score -4735344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4735342.000000 Penalty: 5191.453125
	Iteration 43Q: 3 clusters Score -4735342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4735345.500000 Penalty: 5191.453125
	Iteration 44Q: 3 clusters Score -4735346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4735348.500000 Penalty: 5191.453125
	Iteration 45Q: 3 clusters Score -4735348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4735348.500000 Penalty: 5191.453125
	Iteration 46Q: 3 clusters Score -4735348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4735352.500000 Penalty: 5191.453125
	Iteration 47Q: 3 clusters Score -4735352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4735357.500000 Penalty: 5191.453125
	Iteration 48Q: 3 clusters Score -4735358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4735364.500000 Penalty: 5191.453125
	Iteration 49Q: 3 clusters Score -4735364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4735368.500000 Penalty: 5191.453125
	Iteration 50Q: 3 clusters Score -4735368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -4735367.500000 Penalty: 5191.453125
	Iteration 51Q: 3 clusters Score -4735368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4735367.500000 Penalty: 5191.453125
	Iteration 52Q: 3 clusters Score -4735368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4735370.000000 Penalty: 5191.453125
	Iteration 53Q: 3 clusters Score -4735370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4735370.000000 Penalty: 5191.453125
	Iteration 54Q: 3 clusters Score -4735370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4735369.000000 Penalty: 5191.453125
	Iteration 55Q: 3 clusters Score -4735369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4735377.000000 Penalty: 5191.453125
	Iteration 56Q: 3 clusters Score -4735377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4735373.000000 Penalty: 5191.453125
	Iteration 57Q: 3 clusters Score -4735373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4735375.000000 Penalty: 5191.453125
	Iteration 58Q: 3 clusters Score -4735375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4735377.000000 Penalty: 5191.453125
	Iteration 59Q: 3 clusters Score -4735377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4735378.500000 Penalty: 5191.453125
	Iteration 60F: 3 clusters Score -4735378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (88658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Entering Unmasked Estep 
Score: -11861732.000000 Penalty: 2825.350342
	Iteration 0F: 2 clusters Score -1.186173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -11802501.000000 Penalty: 5650.700684
	Iteration 0F: 3 clusters Score -1.18025e+07 nChanged 41738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -11826379.000000 Penalty: 5650.700684
	Iteration 1F: 3 clusters Score -1.182638e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -11827038.000000 Penalty: 5650.700684
	Iteration 2Q: 3 clusters Score -1.182704e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -11827743.000000 Penalty: 5650.700684
	Iteration 3Q: 3 clusters Score -1.182774e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -11828401.000000 Penalty: 5650.700684
	Iteration 4Q: 3 clusters Score -1.18284e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -11829625.000000 Penalty: 5650.700684
	Iteration 5Q: 3 clusters Score -1.182962e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -11830976.000000 Penalty: 5650.700684
	Iteration 6Q: 3 clusters Score -1.183098e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -11833239.000000 Penalty: 5650.700684
	Iteration 7Q: 3 clusters Score -1.183324e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -11836903.000000 Penalty: 5650.700684
	Iteration 8F: 3 clusters Score -1.18369e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -11841458.000000 Penalty: 5650.700684
	Iteration 9F: 3 clusters Score -1.184146e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -11845977.000000 Penalty: 5650.700684
	Iteration 10F: 3 clusters Score -1.184598e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -11848813.000000 Penalty: 5650.700684
	Iteration 11F: 3 clusters Score -1.184881e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -11850230.000000 Penalty: 5650.700684
	Iteration 12Q: 3 clusters Score -1.185023e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -11851037.000000 Penalty: 5650.700684
	Iteration 13Q: 3 clusters Score -1.185104e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -11851709.000000 Penalty: 5650.700684
	Iteration 14Q: 3 clusters Score -1.185171e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -11852329.000000 Penalty: 5650.700684
	Iteration 15Q: 3 clusters Score -1.185233e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -11852967.000000 Penalty: 5650.700684
	Iteration 16Q: 3 clusters Score -1.185297e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -11853482.000000 Penalty: 5650.700684
	Iteration 17Q: 3 clusters Score -1.185348e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -11854088.000000 Penalty: 5650.700684
	Iteration 18Q: 3 clusters Score -1.185409e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -11854646.000000 Penalty: 5650.700684
	Iteration 19Q: 3 clusters Score -1.185465e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -11855145.000000 Penalty: 5650.700684
	Iteration 20F: 3 clusters Score -1.185514e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -11855608.000000 Penalty: 5650.700684
	Iteration 21Q: 3 clusters Score -1.185561e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -11855957.000000 Penalty: 5650.700684
	Iteration 22Q: 3 clusters Score -1.185596e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -11856277.000000 Penalty: 5650.700684
	Iteration 23Q: 3 clusters Score -1.185628e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -11856644.000000 Penalty: 5650.700684
	Iteration 24Q: 3 clusters Score -1.185664e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -11856975.000000 Penalty: 5650.700684
	Iteration 25Q: 3 clusters Score -1.185698e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -11857238.000000 Penalty: 5650.700684
	Iteration 26Q: 3 clusters Score -1.185724e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -11857522.000000 Penalty: 5650.700684
	Iteration 27Q: 3 clusters Score -1.185752e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -11857758.000000 Penalty: 5650.700684
	Iteration 28Q: 3 clusters Score -1.185776e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -11857989.000000 Penalty: 5650.700684
	Iteration 29Q: 3 clusters Score -1.185799e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -11858174.000000 Penalty: 5650.700684
	Iteration 30Q: 3 clusters Score -1.185817e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -11858347.000000 Penalty: 5650.700684
	Iteration 31Q: 3 clusters Score -1.185835e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -11858505.000000 Penalty: 5650.700684
	Iteration 32Q: 3 clusters Score -1.18585e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -11858642.000000 Penalty: 5650.700684
	Iteration 33Q: 3 clusters Score -1.185864e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -11858810.000000 Penalty: 5650.700684
	Iteration 34Q: 3 clusters Score -1.185881e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -11858931.000000 Penalty: 5650.700684
	Iteration 35Q: 3 clusters Score -1.185893e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -11859028.000000 Penalty: 5650.700684
	Iteration 36Q: 3 clusters Score -1.185903e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -11859099.000000 Penalty: 5650.700684
	Iteration 37Q: 3 clusters Score -1.18591e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -11859162.000000 Penalty: 5650.700684
	Iteration 38Q: 3 clusters Score -1.185916e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -11859247.000000 Penalty: 5650.700684
	Iteration 39Q: 3 clusters Score -1.185925e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -11859291.000000 Penalty: 5650.700684
	Iteration 40F: 3 clusters Score -1.185929e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -11859375.000000 Penalty: 5650.700684
	Iteration 41Q: 3 clusters Score -1.185938e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -11859406.000000 Penalty: 5650.700684
	Iteration 42Q: 3 clusters Score -1.185941e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -11859451.000000 Penalty: 5650.700684
	Iteration 43Q: 3 clusters Score -1.185945e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -11859479.000000 Penalty: 5650.700684
	Iteration 44Q: 3 clusters Score -1.185948e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -11859510.000000 Penalty: 5650.700684
	Iteration 45Q: 3 clusters Score -1.185951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -11859537.000000 Penalty: 5650.700684
	Iteration 46Q: 3 clusters Score -1.185954e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -11859591.000000 Penalty: 5650.700684
	Iteration 47Q: 3 clusters Score -1.185959e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -11859605.000000 Penalty: 5650.700684
	Iteration 48Q: 3 clusters Score -1.18596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -11859620.000000 Penalty: 5650.700684
	Iteration 49Q: 3 clusters Score -1.185962e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -11859640.000000 Penalty: 5650.700684
	Iteration 50Q: 3 clusters Score -1.185964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -11859635.000000 Penalty: 5650.700684
	Iteration 51Q: 3 clusters Score -1.185964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -11859606.000000 Penalty: 5650.700684
	Iteration 52Q: 3 clusters Score -1.185961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -11859624.000000 Penalty: 5650.700684
	Iteration 53Q: 3 clusters Score -1.185962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -11859637.000000 Penalty: 5650.700684
	Iteration 54Q: 3 clusters Score -1.185964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -11859642.000000 Penalty: 5650.700684
	Iteration 55Q: 3 clusters Score -1.185964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -11859660.000000 Penalty: 5650.700684
	Iteration 56Q: 3 clusters Score -1.185966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -11859654.000000 Penalty: 5650.700684
	Iteration 57Q: 3 clusters Score -1.185965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -11859666.000000 Penalty: 5650.700684
	Iteration 58Q: 3 clusters Score -1.185967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -11859680.000000 Penalty: 5650.700684
	Iteration 59Q: 3 clusters Score -1.185968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -11859670.000000 Penalty: 5650.700684
	Iteration 60F: 3 clusters Score -1.185967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -11859680.000000 Penalty: 5650.700684
	Iteration 61Q: 3 clusters Score -1.185968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -11859682.000000 Penalty: 5650.700684
	Iteration 62Q: 3 clusters Score -1.185968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -11859684.000000 Penalty: 5650.700684
	Iteration 63Q: 3 clusters Score -1.185968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -11859674.000000 Penalty: 5650.700684
	Iteration 64Q: 3 clusters Score -1.185967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -11859672.000000 Penalty: 5650.700684
	Iteration 65Q: 3 clusters Score -1.185967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -11859681.000000 Penalty: 5650.700684
	Iteration 66Q: 3 clusters Score -1.185968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -11859685.000000 Penalty: 5650.700684
	Iteration 67Q: 3 clusters Score -1.185968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -11859686.000000 Penalty: 5650.700684
	Iteration 68Q: 3 clusters Score -1.185969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -11859686.000000 Penalty: 5650.700684
	Iteration 69Q: 3 clusters Score -1.185969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -11859689.000000 Penalty: 5650.700684
	Iteration 70Q: 3 clusters Score -1.185969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -11859682.000000 Penalty: 5650.700684
	Iteration 71Q: 3 clusters Score -1.185968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -11859684.000000 Penalty: 5650.700684
	Iteration 72Q: 3 clusters Score -1.185968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -11859690.000000 Penalty: 5650.700684
	Iteration 73Q: 3 clusters Score -1.185969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -11859690.000000 Penalty: 5650.700684
	Iteration 74F: 3 clusters Score -1.185969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Entering Unmasked Estep 
Score: -20081642.000000 Penalty: 2957.241211
	Iteration 0F: 2 clusters Score -2.008164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -19983158.000000 Penalty: 5914.482422
	Iteration 0F: 3 clusters Score -1.998316e+07 nChanged 72087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -20025840.000000 Penalty: 5914.482422
	Iteration 1F: 3 clusters Score -2.002584e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -20028380.000000 Penalty: 5914.482422
	Iteration 2Q: 3 clusters Score -2.002838e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -20032022.000000 Penalty: 5914.482422
	Iteration 3F: 3 clusters Score -2.003202e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -20037936.000000 Penalty: 5914.482422
	Iteration 4F: 3 clusters Score -2.003794e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -20047180.000000 Penalty: 5914.482422
	Iteration 5F: 3 clusters Score -2.004718e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -20058544.000000 Penalty: 5914.482422
	Iteration 6F: 3 clusters Score -2.005854e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125226 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -20068324.000000 Penalty: 5914.482422
	Iteration 7F: 3 clusters Score -2.006832e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -20073634.000000 Penalty: 5914.482422
	Iteration 8Q: 3 clusters Score -2.007363e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134536 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -20076160.000000 Penalty: 5914.482422
	Iteration 9Q: 3 clusters Score -2.007616e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -20077340.000000 Penalty: 5914.482422
	Iteration 10Q: 3 clusters Score -2.007734e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -20078244.000000 Penalty: 5914.482422
	Iteration 11Q: 3 clusters Score -2.007824e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140916 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -20078814.000000 Penalty: 5914.482422
	Iteration 12Q: 3 clusters Score -2.007881e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -20079298.000000 Penalty: 5914.482422
	Iteration 13Q: 3 clusters Score -2.00793e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -20079694.000000 Penalty: 5914.482422
	Iteration 14Q: 3 clusters Score -2.007969e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -20080004.000000 Penalty: 5914.482422
	Iteration 15Q: 3 clusters Score -2.008e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -20080328.000000 Penalty: 5914.482422
	Iteration 16Q: 3 clusters Score -2.008033e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146360 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -20080798.000000 Penalty: 5914.482422
	Iteration 17Q: 3 clusters Score -2.00808e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20081274.000000 Penalty: 5914.482422
	Iteration 18Q: 3 clusters Score -2.008127e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20081848.000000 Penalty: 5914.482422
	Iteration 19Q: 3 clusters Score -2.008185e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20082690.000000 Penalty: 5914.482422
	Iteration 20F: 3 clusters Score -2.008269e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20083496.000000 Penalty: 5914.482422
	Iteration 21Q: 3 clusters Score -2.00835e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20083774.000000 Penalty: 5914.482422
	Iteration 22Q: 3 clusters Score -2.008377e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -20083788.000000 Penalty: 5914.482422
	Iteration 23Q: 3 clusters Score -2.008379e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148993 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -20083866.000000 Penalty: 5914.482422
	Iteration 24Q: 3 clusters Score -2.008387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -20083860.000000 Penalty: 5914.482422
	Iteration 25Q: 3 clusters Score -2.008386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -20083878.000000 Penalty: 5914.482422
	Iteration 26Q: 3 clusters Score -2.008388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149065 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20083898.000000 Penalty: 5914.482422
	Iteration 27Q: 3 clusters Score -2.00839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149074 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20083896.000000 Penalty: 5914.482422
	Iteration 28Q: 3 clusters Score -2.00839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20083908.000000 Penalty: 5914.482422
	Iteration 29Q: 3 clusters Score -2.008391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20083912.000000 Penalty: 5914.482422
	Iteration 30Q: 3 clusters Score -2.008391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20083920.000000 Penalty: 5914.482422
	Iteration 31Q: 3 clusters Score -2.008392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20083920.000000 Penalty: 5914.482422
	Iteration 32F: 3 clusters Score -2.008392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 18 contains 149086 members 
Mstep: Class 19 contains 36957 members 
Mstep: Class 20 contains 23958 members 
Entering Unmasked Estep 
Score: -135246272.000000 Penalty: 54954.660156
Splitting cluster 18 changes total score from -135242688.000000 to -135246272.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (36957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Entering Unmasked Estep 
Score: -4749815.000000 Penalty: 2608.342529
	Iteration 0F: 2 clusters Score -4749815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4724926.000000 Penalty: 5216.685059
	Iteration 0F: 3 clusters Score -4724926 nChanged 16828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4734939.500000 Penalty: 5216.685059
	Iteration 1F: 3 clusters Score -4734940 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4737573.500000 Penalty: 5216.685059
	Iteration 2F: 3 clusters Score -4737574 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4740974.500000 Penalty: 5216.685059
	Iteration 3F: 3 clusters Score -4740974 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4744290.500000 Penalty: 5216.685059
	Iteration 4F: 3 clusters Score -4744290 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4746650.500000 Penalty: 5216.685059
	Iteration 5F: 3 clusters Score -4746650 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4747871.000000 Penalty: 5216.685059
	Iteration 6F: 3 clusters Score -4747871 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4748382.500000 Penalty: 5216.685059
	Iteration 7Q: 3 clusters Score -4748382 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4748649.500000 Penalty: 5216.685059
	Iteration 8Q: 3 clusters Score -4748650 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4748760.000000 Penalty: 5216.685059
	Iteration 9Q: 3 clusters Score -4748760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4748877.000000 Penalty: 5216.685059
	Iteration 10Q: 3 clusters Score -4748877 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4748973.500000 Penalty: 5216.685059
	Iteration 11Q: 3 clusters Score -4748974 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4749050.500000 Penalty: 5216.685059
	Iteration 12Q: 3 clusters Score -4749050 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4749140.500000 Penalty: 5216.685059
	Iteration 13Q: 3 clusters Score -4749140 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4749203.000000 Penalty: 5216.685059
	Iteration 14Q: 3 clusters Score -4749203 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4749283.000000 Penalty: 5216.685059
	Iteration 15Q: 3 clusters Score -4749283 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4749333.500000 Penalty: 5216.685059
	Iteration 16Q: 3 clusters Score -4749334 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -4749382.000000 Penalty: 5216.685059
	Iteration 17Q: 3 clusters Score -4749382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4749432.500000 Penalty: 5216.685059
	Iteration 18Q: 3 clusters Score -4749432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4749482.000000 Penalty: 5216.685059
	Iteration 19Q: 3 clusters Score -4749482 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4749529.000000 Penalty: 5216.685059
	Iteration 20F: 3 clusters Score -4749529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4749543.000000 Penalty: 5216.685059
	Iteration 21Q: 3 clusters Score -4749543 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4749572.500000 Penalty: 5216.685059
	Iteration 22Q: 3 clusters Score -4749572 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4749602.500000 Penalty: 5216.685059
	Iteration 23Q: 3 clusters Score -4749602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4749622.500000 Penalty: 5216.685059
	Iteration 24Q: 3 clusters Score -4749622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4749673.500000 Penalty: 5216.685059
	Iteration 25Q: 3 clusters Score -4749674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4749694.000000 Penalty: 5216.685059
	Iteration 26Q: 3 clusters Score -4749694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4749708.500000 Penalty: 5216.685059
	Iteration 27Q: 3 clusters Score -4749708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4749739.500000 Penalty: 5216.685059
	Iteration 28Q: 3 clusters Score -4749740 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4749774.500000 Penalty: 5216.685059
	Iteration 29Q: 3 clusters Score -4749774 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4749833.000000 Penalty: 5216.685059
	Iteration 30Q: 3 clusters Score -4749833 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4749930.500000 Penalty: 5216.685059
	Iteration 31Q: 3 clusters Score -4749930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4750099.500000 Penalty: 5216.685059
	Iteration 32Q: 3 clusters Score -4750100 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4750349.500000 Penalty: 5216.685059
	Iteration 33Q: 3 clusters Score -4750350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4750578.000000 Penalty: 5216.685059
	Iteration 34Q: 3 clusters Score -4750578 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4750702.500000 Penalty: 5216.685059
	Iteration 35Q: 3 clusters Score -4750702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4750748.000000 Penalty: 5216.685059
	Iteration 36Q: 3 clusters Score -4750748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4750756.000000 Penalty: 5216.685059
	Iteration 37Q: 3 clusters Score -4750756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4750800.500000 Penalty: 5216.685059
	Iteration 38Q: 3 clusters Score -4750800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4750803.500000 Penalty: 5216.685059
	Iteration 39Q: 3 clusters Score -4750804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4750804.500000 Penalty: 5216.685059
	Iteration 40F: 3 clusters Score -4750804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4750819.500000 Penalty: 5216.685059
	Iteration 41Q: 3 clusters Score -4750820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4750833.000000 Penalty: 5216.685059
	Iteration 42Q: 3 clusters Score -4750833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4750832.500000 Penalty: 5216.685059
	Iteration 43Q: 3 clusters Score -4750832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4750829.000000 Penalty: 5216.685059
	Iteration 44Q: 3 clusters Score -4750829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4750833.500000 Penalty: 5216.685059
	Iteration 45Q: 3 clusters Score -4750834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4750834.000000 Penalty: 5216.685059
	Iteration 46Q: 3 clusters Score -4750834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4750830.000000 Penalty: 5216.685059
	Iteration 47Q: 3 clusters Score -4750830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4750830.000000 Penalty: 5216.685059
	Iteration 48F: 3 clusters Score -4750830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 18 contains 149086 members 
Mstep: Class 19 contains 34891 members 
Mstep: Class 20 contains 23958 members 
Entering Unmasked Estep 
Score: -135246048.000000 Penalty: 58389.324219
Splitting cluster 19 changes total score from -135242688.000000 to -135246048.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (23958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Entering Unmasked Estep 
Score: -3017926.750000 Penalty: 2500.846436
	Iteration 0F: 2 clusters Score -3017927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3001292.250000 Penalty: 5001.692871
	Iteration 0F: 3 clusters Score -3001292 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3007398.000000 Penalty: 5001.692871
	Iteration 1F: 3 clusters Score -3007398 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3008913.000000 Penalty: 5001.692871
	Iteration 2F: 3 clusters Score -3008913 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3010881.000000 Penalty: 5001.692871
	Iteration 3F: 3 clusters Score -3010881 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3012658.000000 Penalty: 5001.692871
	Iteration 4F: 3 clusters Score -3012658 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3014487.000000 Penalty: 5001.692871
	Iteration 5F: 3 clusters Score -3014487 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3016056.000000 Penalty: 5001.692871
	Iteration 6F: 3 clusters Score -3016056 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3017258.500000 Penalty: 5001.692871
	Iteration 7F: 3 clusters Score -3017258 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3018072.750000 Penalty: 5001.692871
	Iteration 8Q: 3 clusters Score -3018073 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3018533.250000 Penalty: 5001.692871
	Iteration 9Q: 3 clusters Score -3018533 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3018861.500000 Penalty: 5001.692871
	Iteration 10Q: 3 clusters Score -3018862 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3019090.250000 Penalty: 5001.692871
	Iteration 11Q: 3 clusters Score -3019090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3019265.750000 Penalty: 5001.692871
	Iteration 12Q: 3 clusters Score -3019266 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3019416.000000 Penalty: 5001.692871
	Iteration 13Q: 3 clusters Score -3019416 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3019547.250000 Penalty: 5001.692871
	Iteration 14Q: 3 clusters Score -3019547 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3019647.250000 Penalty: 5001.692871
	Iteration 15Q: 3 clusters Score -3019647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3019782.000000 Penalty: 5001.692871
	Iteration 16Q: 3 clusters Score -3019782 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3019877.250000 Penalty: 5001.692871
	Iteration 17Q: 3 clusters Score -3019877 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3019977.750000 Penalty: 5001.692871
	Iteration 18Q: 3 clusters Score -3019978 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3020058.000000 Penalty: 5001.692871
	Iteration 19Q: 3 clusters Score -3020058 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3020126.500000 Penalty: 5001.692871
	Iteration 20F: 3 clusters Score -3020126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3020194.750000 Penalty: 5001.692871
	Iteration 21Q: 3 clusters Score -3020195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3020257.750000 Penalty: 5001.692871
	Iteration 22Q: 3 clusters Score -3020258 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3020302.750000 Penalty: 5001.692871
	Iteration 23Q: 3 clusters Score -3020303 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3020367.750000 Penalty: 5001.692871
	Iteration 24Q: 3 clusters Score -3020368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3020441.750000 Penalty: 5001.692871
	Iteration 25Q: 3 clusters Score -3020442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3020515.500000 Penalty: 5001.692871
	Iteration 26Q: 3 clusters Score -3020516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3020566.750000 Penalty: 5001.692871
	Iteration 27Q: 3 clusters Score -3020567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3020603.750000 Penalty: 5001.692871
	Iteration 28Q: 3 clusters Score -3020604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3020632.500000 Penalty: 5001.692871
	Iteration 29Q: 3 clusters Score -3020632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3020658.500000 Penalty: 5001.692871
	Iteration 30Q: 3 clusters Score -3020658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3020665.750000 Penalty: 5001.692871
	Iteration 31Q: 3 clusters Score -3020666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3020670.750000 Penalty: 5001.692871
	Iteration 32Q: 3 clusters Score -3020671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3020686.750000 Penalty: 5001.692871
	Iteration 33Q: 3 clusters Score -3020687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3020692.250000 Penalty: 5001.692871
	Iteration 34Q: 3 clusters Score -3020692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3020692.750000 Penalty: 5001.692871
	Iteration 35Q: 3 clusters Score -3020693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3020702.000000 Penalty: 5001.692871
	Iteration 36Q: 3 clusters Score -3020702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3020718.500000 Penalty: 5001.692871
	Iteration 37Q: 3 clusters Score -3020718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3020743.500000 Penalty: 5001.692871
	Iteration 38Q: 3 clusters Score -3020744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3020738.500000 Penalty: 5001.692871
	Iteration 39Q: 3 clusters Score -3020738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3020749.000000 Penalty: 5001.692871
	Iteration 40F: 3 clusters Score -3020749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3020755.750000 Penalty: 5001.692871
	Iteration 41Q: 3 clusters Score -3020756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3020760.750000 Penalty: 5001.692871
	Iteration 42Q: 3 clusters Score -3020761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3020757.000000 Penalty: 5001.692871
	Iteration 43Q: 3 clusters Score -3020757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3020754.750000 Penalty: 5001.692871
	Iteration 44Q: 3 clusters Score -3020755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3020761.250000 Penalty: 5001.692871
	Iteration 45Q: 3 clusters Score -3020761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3020763.750000 Penalty: 5001.692871
	Iteration 46Q: 3 clusters Score -3020764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3020764.000000 Penalty: 5001.692871
	Iteration 47Q: 3 clusters Score -3020764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3020770.500000 Penalty: 5001.692871
	Iteration 48Q: 3 clusters Score -3020770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3020766.750000 Penalty: 5001.692871
	Iteration 49Q: 3 clusters Score -3020767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3020768.000000 Penalty: 5001.692871
	Iteration 50Q: 3 clusters Score -3020768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3020767.000000 Penalty: 5001.692871
	Iteration 51Q: 3 clusters Score -3020767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3020767.000000 Penalty: 5001.692871
	Iteration 52Q: 3 clusters Score -3020767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3020767.000000 Penalty: 5001.692871
	Iteration 53Q: 3 clusters Score -3020767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3020767.000000 Penalty: 5001.692871
	Iteration 54F: 3 clusters Score -3020767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 18 contains 149086 members 
Mstep: Class 19 contains 34891 members 
Mstep: Class 20 contains 22642 members 
Entering Unmasked Estep 
Score: -135247568.000000 Penalty: 61823.992188
Splitting cluster 20 changes total score from -135242688.000000 to -135247568.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250992 members 
Mstep: Class 4 contains 56926 members 
Mstep: Class 5 contains 129110 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 143925 members 
Mstep: Class 10 contains 110833 members 
Mstep: Class 11 contains 35124 members 
Mstep: Class 12 contains 88658 members 
Mstep: Class 18 contains 149086 members 
Mstep: Class 19 contains 34891 members 
Mstep: Class 20 contains 22642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251312.000000 Penalty: 61823.992188
Iteration 39Q: 19 clusters Score -1.352513e+08 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 252761 members 
Mstep: Class 3 contains 616 members 
Mstep: Class 4 contains 55946 members 
Mstep: Class 5 contains 128691 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 141970 members 
Mstep: Class 10 contains 109571 members 
Mstep: Class 11 contains 36758 members 
Mstep: Class 12 contains 88729 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 18 contains 148565 members 
Mstep: Class 19 contains 36398 members 
Mstep: Class 20 contains 22812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254256.000000 Penalty: 61823.992188
Iteration 40F: 19 clusters Score -1.352543e+08 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 254150 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 55046 members 
Mstep: Class 5 contains 128360 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 3398 members 
Mstep: Class 9 contains 139678 members 
Mstep: Class 10 contains 108477 members 
Mstep: Class 11 contains 38938 members 
Mstep: Class 12 contains 88798 members 
Mstep: Class 13 contains 2203 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 18 contains 148154 members 
Mstep: Class 19 contains 37458 members 
Mstep: Class 20 contains 23028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255520.000000 Penalty: 61823.992188
Iteration 41Q: 19 clusters Score -1.352555e+08 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 254766 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 54238 members 
Mstep: Class 5 contains 128220 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 3277 members 
Mstep: Class 9 contains 137410 members 
Mstep: Class 10 contains 107595 members 
Mstep: Class 11 contains 41295 members 
Mstep: Class 12 contains 89030 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 18 contains 147909 members 
Mstep: Class 19 contains 38363 members 
Mstep: Class 20 contains 23222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255952.000000 Penalty: 61823.992188
Iteration 42Q: 19 clusters Score -1.35256e+08 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 254738 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 53532 members 
Mstep: Class 5 contains 128193 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 3157 members 
Mstep: Class 9 contains 135368 members 
Mstep: Class 10 contains 106924 members 
Mstep: Class 11 contains 43651 members 
Mstep: Class 12 contains 89242 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 18 contains 147755 members 
Mstep: Class 19 contains 39228 members 
Mstep: Class 20 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256368.000000 Penalty: 61823.992188
Iteration 43Q: 19 clusters Score -1.352564e+08 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 254136 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 52934 members 
Mstep: Class 5 contains 128202 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 133522 members 
Mstep: Class 10 contains 106396 members 
Mstep: Class 11 contains 46013 members 
Mstep: Class 12 contains 89497 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 18 contains 147728 members 
Mstep: Class 19 contains 40069 members 
Mstep: Class 20 contains 23575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257104.000000 Penalty: 61823.992188
Iteration 44Q: 19 clusters Score -1.352571e+08 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 253080 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 52431 members 
Mstep: Class 5 contains 128345 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 131768 members 
Mstep: Class 10 contains 105945 members 
Mstep: Class 11 contains 48379 members 
Mstep: Class 12 contains 89798 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 18 contains 147747 members 
Mstep: Class 19 contains 40851 members 
Mstep: Class 20 contains 23722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257696.000000 Penalty: 61823.992188
Iteration 45Q: 19 clusters Score -1.352577e+08 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 251765 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 52009 members 
Mstep: Class 5 contains 128488 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 130223 members 
Mstep: Class 10 contains 105599 members 
Mstep: Class 11 contains 50575 members 
Mstep: Class 12 contains 90096 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 18 contains 147899 members 
Mstep: Class 19 contains 41578 members 
Mstep: Class 20 contains 23816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258608.000000 Penalty: 61823.992188
Iteration 46Q: 19 clusters Score -1.352586e+08 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 250258 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 51618 members 
Mstep: Class 5 contains 128719 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 128912 members 
Mstep: Class 10 contains 105340 members 
Mstep: Class 11 contains 52633 members 
Mstep: Class 12 contains 90375 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 18 contains 148097 members 
Mstep: Class 19 contains 42233 members 
Mstep: Class 20 contains 23885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259056.000000 Penalty: 61823.992188
Iteration 47Q: 19 clusters Score -1.352591e+08 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 248350 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 51300 members 
Mstep: Class 5 contains 128968 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 127778 members 
Mstep: Class 10 contains 105176 members 
Mstep: Class 11 contains 54582 members 
Mstep: Class 12 contains 90703 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 18 contains 148390 members 
Mstep: Class 19 contains 42901 members 
Mstep: Class 20 contains 23947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258656.000000 Penalty: 61823.992188
Iteration 48Q: 19 clusters Score -1.352587e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 246269 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 51012 members 
Mstep: Class 5 contains 129269 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2787 members 
Mstep: Class 9 contains 126813 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 56388 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 18 contains 148730 members 
Mstep: Class 19 contains 43564 members 
Mstep: Class 20 contains 23977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258208.000000 Penalty: 61823.992188
Iteration 49Q: 19 clusters Score -1.352582e+08 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 244136 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 50783 members 
Mstep: Class 5 contains 129572 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 125935 members 
Mstep: Class 10 contains 104945 members 
Mstep: Class 11 contains 58018 members 
Mstep: Class 12 contains 91408 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 18 contains 149109 members 
Mstep: Class 19 contains 44190 members 
Mstep: Class 20 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258256.000000 Penalty: 61823.992188
Iteration 50Q: 19 clusters Score -1.352583e+08 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 241828 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 129927 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 125153 members 
Mstep: Class 10 contains 104865 members 
Mstep: Class 11 contains 59514 members 
Mstep: Class 12 contains 91811 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 18 contains 149620 members 
Mstep: Class 19 contains 44768 members 
Mstep: Class 20 contains 24074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258304.000000 Penalty: 61823.992188
Iteration 51Q: 19 clusters Score -1.352583e+08 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 239424 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 50395 members 
Mstep: Class 5 contains 130302 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2700 members 
Mstep: Class 9 contains 124458 members 
Mstep: Class 10 contains 104827 members 
Mstep: Class 11 contains 60895 members 
Mstep: Class 12 contains 92289 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 18 contains 150138 members 
Mstep: Class 19 contains 45292 members 
Mstep: Class 20 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259280.000000 Penalty: 61823.992188
Iteration 52Q: 19 clusters Score -1.352593e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 237141 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 50219 members 
Mstep: Class 5 contains 130645 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 123892 members 
Mstep: Class 10 contains 104840 members 
Mstep: Class 11 contains 62095 members 
Mstep: Class 12 contains 92760 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 18 contains 150631 members 
Mstep: Class 19 contains 45772 members 
Mstep: Class 20 contains 24188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260560.000000 Penalty: 61823.992188
Iteration 53Q: 19 clusters Score -1.352606e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 234959 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 50064 members 
Mstep: Class 5 contains 131048 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 123467 members 
Mstep: Class 10 contains 104850 members 
Mstep: Class 11 contains 63105 members 
Mstep: Class 12 contains 93138 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 18 contains 151118 members 
Mstep: Class 19 contains 46248 members 
Mstep: Class 20 contains 24210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 19 clusters Score -1.352611e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 232911 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49932 members 
Mstep: Class 5 contains 131445 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 9 contains 123129 members 
Mstep: Class 10 contains 104809 members 
Mstep: Class 11 contains 64049 members 
Mstep: Class 12 contains 93494 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 18 contains 151567 members 
Mstep: Class 19 contains 46662 members 
Mstep: Class 20 contains 24247 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -1.352622e+08 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 231077 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49803 members 
Mstep: Class 5 contains 131774 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 122847 members 
Mstep: Class 10 contains 104785 members 
Mstep: Class 11 contains 64832 members 
Mstep: Class 12 contains 93814 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 2431 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 18 contains 152016 members 
Mstep: Class 19 contains 47050 members 
Mstep: Class 20 contains 24266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -1.35263e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 229399 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49656 members 
Mstep: Class 5 contains 132058 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 122659 members 
Mstep: Class 10 contains 104794 members 
Mstep: Class 11 contains 65520 members 
Mstep: Class 12 contains 94116 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 18 contains 152357 members 
Mstep: Class 19 contains 47423 members 
Mstep: Class 20 contains 24287 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.352638e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 227933 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49520 members 
Mstep: Class 5 contains 132324 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 122559 members 
Mstep: Class 10 contains 104752 members 
Mstep: Class 11 contains 66097 members 
Mstep: Class 12 contains 94416 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 18 contains 152627 members 
Mstep: Class 19 contains 47737 members 
Mstep: Class 20 contains 24308 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.352644e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 226733 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 132519 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 122494 members 
Mstep: Class 10 contains 104678 members 
Mstep: Class 11 contains 66585 members 
Mstep: Class 12 contains 94696 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 18 contains 152823 members 
Mstep: Class 19 contains 48010 members 
Mstep: Class 20 contains 24329 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.35265e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 225735 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 49287 members 
Mstep: Class 5 contains 132721 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 122411 members 
Mstep: Class 10 contains 104603 members 
Mstep: Class 11 contains 67002 members 
Mstep: Class 12 contains 94931 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 2451 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 18 contains 152970 members 
Mstep: Class 19 contains 48275 members 
Mstep: Class 20 contains 24339 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -1.352652e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 224769 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 49158 members 
Mstep: Class 5 contains 132907 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 122301 members 
Mstep: Class 10 contains 104539 members 
Mstep: Class 11 contains 67420 members 
Mstep: Class 12 contains 95185 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 153141 members 
Mstep: Class 19 contains 48502 members 
Mstep: Class 20 contains 24343 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.352652e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 223950 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 49030 members 
Mstep: Class 5 contains 133050 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 122199 members 
Mstep: Class 10 contains 104487 members 
Mstep: Class 11 contains 67820 members 
Mstep: Class 12 contains 95386 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 153267 members 
Mstep: Class 19 contains 48715 members 
Mstep: Class 20 contains 24364 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 19 clusters Score -1.352657e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 223183 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48931 members 
Mstep: Class 5 contains 133149 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 122112 members 
Mstep: Class 10 contains 104486 members 
Mstep: Class 11 contains 68172 members 
Mstep: Class 12 contains 95548 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 18 contains 153372 members 
Mstep: Class 19 contains 48917 members 
Mstep: Class 20 contains 24395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135266080.000000 Penalty: 61823.992188
Iteration 63Q: 19 clusters Score -1.352661e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 222572 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48841 members 
Mstep: Class 5 contains 133245 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 122026 members 
Mstep: Class 10 contains 104446 members 
Mstep: Class 11 contains 68441 members 
Mstep: Class 12 contains 95711 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 18 contains 153436 members 
Mstep: Class 19 contains 49118 members 
Mstep: Class 20 contains 24420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135266096.000000 Penalty: 61823.992188
Iteration 64Q: 19 clusters Score -1.352661e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 222036 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48745 members 
Mstep: Class 5 contains 133317 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 121946 members 
Mstep: Class 10 contains 104415 members 
Mstep: Class 11 contains 68663 members 
Mstep: Class 12 contains 95864 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 18 contains 153499 members 
Mstep: Class 19 contains 49324 members 
Mstep: Class 20 contains 24446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -1.352664e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 221519 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48668 members 
Mstep: Class 5 contains 133403 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 121882 members 
Mstep: Class 10 contains 104382 members 
Mstep: Class 11 contains 68851 members 
Mstep: Class 12 contains 95978 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 18 contains 153570 members 
Mstep: Class 19 contains 49526 members 
Mstep: Class 20 contains 24463 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -1.352665e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 221064 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48611 members 
Mstep: Class 5 contains 133478 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 121839 members 
Mstep: Class 10 contains 104351 members 
Mstep: Class 11 contains 69036 members 
Mstep: Class 12 contains 96092 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 18 contains 153596 members 
Mstep: Class 19 contains 49698 members 
Mstep: Class 20 contains 24474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 19 clusters Score -1.35267e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 220631 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48542 members 
Mstep: Class 5 contains 133545 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 121806 members 
Mstep: Class 10 contains 104316 members 
Mstep: Class 11 contains 69199 members 
Mstep: Class 12 contains 96202 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 18 contains 153638 members 
Mstep: Class 19 contains 49874 members 
Mstep: Class 20 contains 24481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135266944.000000 Penalty: 61823.992188
Iteration 68Q: 19 clusters Score -1.352669e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 220221 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48489 members 
Mstep: Class 5 contains 133604 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 121772 members 
Mstep: Class 10 contains 104300 members 
Mstep: Class 11 contains 69362 members 
Mstep: Class 12 contains 96301 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 18 contains 153649 members 
Mstep: Class 19 contains 50042 members 
Mstep: Class 20 contains 24493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135267104.000000 Penalty: 61823.992188
Iteration 69Q: 19 clusters Score -1.352671e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 219868 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48452 members 
Mstep: Class 5 contains 133675 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2491 members 
Mstep: Class 9 contains 121728 members 
Mstep: Class 10 contains 104287 members 
Mstep: Class 11 contains 69493 members 
Mstep: Class 12 contains 96379 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 18 contains 153661 members 
Mstep: Class 19 contains 50189 members 
Mstep: Class 20 contains 24500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 19 clusters Score -1.352672e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 219567 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48423 members 
Mstep: Class 5 contains 133716 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2486 members 
Mstep: Class 9 contains 121680 members 
Mstep: Class 10 contains 104266 members 
Mstep: Class 11 contains 69615 members 
Mstep: Class 12 contains 96446 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 18 contains 153685 members 
Mstep: Class 19 contains 50334 members 
Mstep: Class 20 contains 24498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135267312.000000 Penalty: 61823.992188
Iteration 71Q: 19 clusters Score -1.352673e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 219312 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48382 members 
Mstep: Class 5 contains 133762 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 121641 members 
Mstep: Class 10 contains 104227 members 
Mstep: Class 11 contains 69731 members 
Mstep: Class 12 contains 96523 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 18 contains 153688 members 
Mstep: Class 19 contains 50459 members 
Mstep: Class 20 contains 24504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 19 clusters Score -1.352676e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 219096 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48336 members 
Mstep: Class 5 contains 133796 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 121606 members 
Mstep: Class 10 contains 104197 members 
Mstep: Class 11 contains 69831 members 
Mstep: Class 12 contains 96581 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 18 contains 153679 members 
Mstep: Class 19 contains 50582 members 
Mstep: Class 20 contains 24513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 19 clusters Score -1.352679e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218903 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48282 members 
Mstep: Class 5 contains 133829 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 121585 members 
Mstep: Class 10 contains 104183 members 
Mstep: Class 11 contains 69911 members 
Mstep: Class 12 contains 96646 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 18 contains 153670 members 
Mstep: Class 19 contains 50696 members 
Mstep: Class 20 contains 24513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 19 clusters Score -1.35268e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218768 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48231 members 
Mstep: Class 5 contains 133831 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 121551 members 
Mstep: Class 10 contains 104167 members 
Mstep: Class 11 contains 69987 members 
Mstep: Class 12 contains 96695 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 18 contains 153666 members 
Mstep: Class 19 contains 50808 members 
Mstep: Class 20 contains 24518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 19 clusters Score -1.35268e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218637 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48188 members 
Mstep: Class 5 contains 133835 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 121508 members 
Mstep: Class 10 contains 104150 members 
Mstep: Class 11 contains 70054 members 
Mstep: Class 12 contains 96741 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 18 contains 153678 members 
Mstep: Class 19 contains 50905 members 
Mstep: Class 20 contains 24519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 19 clusters Score -1.35268e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218520 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48140 members 
Mstep: Class 5 contains 133847 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 121483 members 
Mstep: Class 10 contains 104130 members 
Mstep: Class 11 contains 70115 members 
Mstep: Class 12 contains 96775 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 18 contains 153673 members 
Mstep: Class 19 contains 51005 members 
Mstep: Class 20 contains 24519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 19 clusters Score -1.352681e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218420 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 48119 members 
Mstep: Class 5 contains 133856 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 121445 members 
Mstep: Class 10 contains 104122 members 
Mstep: Class 11 contains 70172 members 
Mstep: Class 12 contains 96795 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2560 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 18 contains 153671 members 
Mstep: Class 19 contains 51079 members 
Mstep: Class 20 contains 24519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 19 clusters Score -1.352682e+08 nChanged 560
Entering ConstructFrom: 
Score: -135268208.000000 Penalty: 61823.992188
Entering ConstructFrom: 
Trying to split cluster 1 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -110453.390625 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -110453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108628.187500 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -108628.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108959.250000 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -108959.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109286.773438 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -109286.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109929.828125 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -109929.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110645.617188 Penalty: 3388.648926
	Iteration 4F: 3 clusters Score -110645.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -110871.765625 Penalty: 3388.648926
	Iteration 5F: 3 clusters Score -110871.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111008.195312 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -111008.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -111057.234375 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -111057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -111092.210938 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -111092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -111126.437500 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -111126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -111146.695312 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -111146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -111161.742188 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -111161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111181.554688 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -111181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -111196.000000 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -111196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -111214.835938 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -111214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -111231.375000 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -111231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -111236.414062 Penalty: 3388.648926
	Iteration 16Q: 3 clusters Score -111236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -111241.960938 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -111242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111247.867188 Penalty: 3388.648926
	Iteration 18Q: 3 clusters Score -111247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111252.406250 Penalty: 3388.648926
	Iteration 19Q: 3 clusters Score -111252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -111260.742188 Penalty: 3388.648926
	Iteration 20F: 3 clusters Score -111260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -111274.343750 Penalty: 3388.648926
	Iteration 21Q: 3 clusters Score -111274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -111290.250000 Penalty: 3388.648926
	Iteration 22Q: 3 clusters Score -111290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111297.609375 Penalty: 3388.648926
	Iteration 23Q: 3 clusters Score -111297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -111320.562500 Penalty: 3388.648926
	Iteration 24Q: 3 clusters Score -111320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111327.156250 Penalty: 3388.648926
	Iteration 25Q: 3 clusters Score -111327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111327.156250 Penalty: 3388.648926
	Iteration 26F: 3 clusters Score -111327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 218327 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48094 members 
Mstep: Class 5 contains 133856 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 121428 members 
Mstep: Class 10 contains 104112 members 
Mstep: Class 11 contains 70215 members 
Mstep: Class 12 contains 96823 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 18 contains 153676 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 24521 members 
Entering Unmasked Estep 
Score: -135267264.000000 Penalty: 65258.660156
Splitting cluster 1 changes total score from -135268208.000000 to -135267264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (218327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218327 members 
Entering Unmasked Estep 
Score: -28942342.000000 Penalty: 3048.849609
	Iteration 0F: 2 clusters Score -2.894234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -28806140.000000 Penalty: 6097.699219
	Iteration 0F: 3 clusters Score -2.880614e+07 nChanged 105098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -28870004.000000 Penalty: 6097.699219
	Iteration 1F: 3 clusters Score -2.887e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -28872842.000000 Penalty: 6097.699219
	Iteration 2Q: 3 clusters Score -2.887284e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139190 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -28878048.000000 Penalty: 6097.699219
	Iteration 3F: 3 clusters Score -2.887805e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -28887646.000000 Penalty: 6097.699219
	Iteration 4F: 3 clusters Score -2.888765e+07 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -28901866.000000 Penalty: 6097.699219
	Iteration 5F: 3 clusters Score -2.890187e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189744 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -28917522.000000 Penalty: 6097.699219
	Iteration 6F: 3 clusters Score -2.891752e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203693 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -28929070.000000 Penalty: 6097.699219
	Iteration 7F: 3 clusters Score -2.892907e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211584 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -28934770.000000 Penalty: 6097.699219
	Iteration 8Q: 3 clusters Score -2.893477e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215285 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -28937182.000000 Penalty: 6097.699219
	Iteration 9Q: 3 clusters Score -2.893718e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216814 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -28938312.000000 Penalty: 6097.699219
	Iteration 10Q: 3 clusters Score -2.893831e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -28938834.000000 Penalty: 6097.699219
	Iteration 11Q: 3 clusters Score -2.893883e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -28939166.000000 Penalty: 6097.699219
	Iteration 12Q: 3 clusters Score -2.893917e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217837 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -28939328.000000 Penalty: 6097.699219
	Iteration 13Q: 3 clusters Score -2.893933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217879 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -28939392.000000 Penalty: 6097.699219
	Iteration 14Q: 3 clusters Score -2.893939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28939468.000000 Penalty: 6097.699219
	Iteration 15Q: 3 clusters Score -2.893947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217915 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -28939508.000000 Penalty: 6097.699219
	Iteration 16Q: 3 clusters Score -2.893951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217923 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28939534.000000 Penalty: 6097.699219
	Iteration 17Q: 3 clusters Score -2.893953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217931 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28939510.000000 Penalty: 6097.699219
	Iteration 18Q: 3 clusters Score -2.893951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28939534.000000 Penalty: 6097.699219
	Iteration 19Q: 3 clusters Score -2.893953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217939 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28939526.000000 Penalty: 6097.699219
	Iteration 20F: 3 clusters Score -2.893953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28939558.000000 Penalty: 6097.699219
	Iteration 21Q: 3 clusters Score -2.893956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28939568.000000 Penalty: 6097.699219
	Iteration 22Q: 3 clusters Score -2.893957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28939572.000000 Penalty: 6097.699219
	Iteration 23Q: 3 clusters Score -2.893957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217955 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28939588.000000 Penalty: 6097.699219
	Iteration 24Q: 3 clusters Score -2.893959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217956 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28939590.000000 Penalty: 6097.699219
	Iteration 25Q: 3 clusters Score -2.893959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28939586.000000 Penalty: 6097.699219
	Iteration 26Q: 3 clusters Score -2.893959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28939586.000000 Penalty: 6097.699219
	Iteration 27F: 3 clusters Score -2.893959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -80102.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -80102.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78518.679688 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -78518.68 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78978.156250 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -78978.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79422.890625 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -79422.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79670.726562 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -79670.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79825.820312 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -79825.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79916.140625 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -79916.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80017.750000 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -80017.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80070.367188 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -80070.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80106.921875 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -80106.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80117.156250 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -80117.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80124.593750 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -80124.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80133.281250 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -80133.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80137.835938 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -80137.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80137.835938 Penalty: 3245.780273
	Iteration 13F: 3 clusters Score -80137.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218327 members 
Mstep: Class 3 contains 204 members 
Mstep: Class 4 contains 48094 members 
Mstep: Class 5 contains 133856 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 121428 members 
Mstep: Class 10 contains 104112 members 
Mstep: Class 11 contains 70215 members 
Mstep: Class 12 contains 96823 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 18 contains 153676 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 24521 members 
Entering Unmasked Estep 
Score: -135266416.000000 Penalty: 65258.660156
Splitting cluster 3 changes total score from -135268208.000000 to -135266416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (48094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Entering Unmasked Estep 
Score: -6448564.000000 Penalty: 2673.666260
	Iteration 0F: 2 clusters Score -6448564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -6416122.000000 Penalty: 5347.332520
	Iteration 0F: 3 clusters Score -6416122 nChanged 22004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6428988.500000 Penalty: 5347.332520
	Iteration 1F: 3 clusters Score -6428988 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -6430166.000000 Penalty: 5347.332520
	Iteration 2F: 3 clusters Score -6430166 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6431609.500000 Penalty: 5347.332520
	Iteration 3F: 3 clusters Score -6431610 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6433503.000000 Penalty: 5347.332520
	Iteration 4F: 3 clusters Score -6433503 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -6435977.000000 Penalty: 5347.332520
	Iteration 5F: 3 clusters Score -6435977 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -6438762.000000 Penalty: 5347.332520
	Iteration 6F: 3 clusters Score -6438762 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -6441498.000000 Penalty: 5347.332520
	Iteration 7F: 3 clusters Score -6441498 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -6443415.000000 Penalty: 5347.332520
	Iteration 8F: 3 clusters Score -6443415 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -6444353.500000 Penalty: 5347.332520
	Iteration 9Q: 3 clusters Score -6444354 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -6444781.500000 Penalty: 5347.332520
	Iteration 10Q: 3 clusters Score -6444782 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -6445079.000000 Penalty: 5347.332520
	Iteration 11Q: 3 clusters Score -6445079 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6445404.500000 Penalty: 5347.332520
	Iteration 12Q: 3 clusters Score -6445404 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -6445608.000000 Penalty: 5347.332520
	Iteration 13Q: 3 clusters Score -6445608 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -6445823.000000 Penalty: 5347.332520
	Iteration 14Q: 3 clusters Score -6445823 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6446009.000000 Penalty: 5347.332520
	Iteration 15Q: 3 clusters Score -6446009 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -6446166.500000 Penalty: 5347.332520
	Iteration 16Q: 3 clusters Score -6446166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -6446309.500000 Penalty: 5347.332520
	Iteration 17Q: 3 clusters Score -6446310 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -6446448.500000 Penalty: 5347.332520
	Iteration 18Q: 3 clusters Score -6446448 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6446580.500000 Penalty: 5347.332520
	Iteration 19Q: 3 clusters Score -6446580 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6446683.500000 Penalty: 5347.332520
	Iteration 20F: 3 clusters Score -6446684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -6446741.000000 Penalty: 5347.332520
	Iteration 21Q: 3 clusters Score -6446741 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -6446818.000000 Penalty: 5347.332520
	Iteration 22Q: 3 clusters Score -6446818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -6446863.000000 Penalty: 5347.332520
	Iteration 23Q: 3 clusters Score -6446863 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6446937.000000 Penalty: 5347.332520
	Iteration 24Q: 3 clusters Score -6446937 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -6447005.500000 Penalty: 5347.332520
	Iteration 25Q: 3 clusters Score -6447006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -6447024.000000 Penalty: 5347.332520
	Iteration 26Q: 3 clusters Score -6447024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -6447054.000000 Penalty: 5347.332520
	Iteration 27Q: 3 clusters Score -6447054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6447082.500000 Penalty: 5347.332520
	Iteration 28Q: 3 clusters Score -6447082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -6447118.500000 Penalty: 5347.332520
	Iteration 29Q: 3 clusters Score -6447118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6447137.000000 Penalty: 5347.332520
	Iteration 30Q: 3 clusters Score -6447137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -6447163.000000 Penalty: 5347.332520
	Iteration 31Q: 3 clusters Score -6447163 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -6447182.500000 Penalty: 5347.332520
	Iteration 32Q: 3 clusters Score -6447182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -6447189.000000 Penalty: 5347.332520
	Iteration 33Q: 3 clusters Score -6447189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -6447210.500000 Penalty: 5347.332520
	Iteration 34Q: 3 clusters Score -6447210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6447219.000000 Penalty: 5347.332520
	Iteration 35Q: 3 clusters Score -6447219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6447230.000000 Penalty: 5347.332520
	Iteration 36Q: 3 clusters Score -6447230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6447239.500000 Penalty: 5347.332520
	Iteration 37Q: 3 clusters Score -6447240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6447253.500000 Penalty: 5347.332520
	Iteration 38Q: 3 clusters Score -6447254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6447244.500000 Penalty: 5347.332520
	Iteration 39Q: 3 clusters Score -6447244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6447254.000000 Penalty: 5347.332520
	Iteration 40F: 3 clusters Score -6447254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6447262.500000 Penalty: 5347.332520
	Iteration 41Q: 3 clusters Score -6447262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -6447251.500000 Penalty: 5347.332520
	Iteration 42Q: 3 clusters Score -6447252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -6447255.000000 Penalty: 5347.332520
	Iteration 43Q: 3 clusters Score -6447255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -6447259.000000 Penalty: 5347.332520
	Iteration 44Q: 3 clusters Score -6447259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6447270.000000 Penalty: 5347.332520
	Iteration 45Q: 3 clusters Score -6447270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6447274.500000 Penalty: 5347.332520
	Iteration 46Q: 3 clusters Score -6447274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6447278.500000 Penalty: 5347.332520
	Iteration 47Q: 3 clusters Score -6447278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6447283.000000 Penalty: 5347.332520
	Iteration 48Q: 3 clusters Score -6447283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6447283.000000 Penalty: 5347.332520
	Iteration 49Q: 3 clusters Score -6447283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6447278.000000 Penalty: 5347.332520
	Iteration 50Q: 3 clusters Score -6447278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -6447288.500000 Penalty: 5347.332520
	Iteration 51Q: 3 clusters Score -6447288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6447289.500000 Penalty: 5347.332520
	Iteration 52Q: 3 clusters Score -6447290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6447288.500000 Penalty: 5347.332520
	Iteration 53Q: 3 clusters Score -6447288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -6447293.500000 Penalty: 5347.332520
	Iteration 54Q: 3 clusters Score -6447294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -6447291.000000 Penalty: 5347.332520
	Iteration 55Q: 3 clusters Score -6447291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -6447294.000000 Penalty: 5347.332520
	Iteration 56Q: 3 clusters Score -6447294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6447297.500000 Penalty: 5347.332520
	Iteration 57Q: 3 clusters Score -6447298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6447293.500000 Penalty: 5347.332520
	Iteration 58Q: 3 clusters Score -6447294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6447298.000000 Penalty: 5347.332520
	Iteration 59Q: 3 clusters Score -6447298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6447295.500000 Penalty: 5347.332520
	Iteration 60F: 3 clusters Score -6447296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -6447293.000000 Penalty: 5347.332520
	Iteration 61Q: 3 clusters Score -6447293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6447301.000000 Penalty: 5347.332520
	Iteration 62Q: 3 clusters Score -6447301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -6447300.000000 Penalty: 5347.332520
	Iteration 63Q: 3 clusters Score -6447300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6447301.500000 Penalty: 5347.332520
	Iteration 64Q: 3 clusters Score -6447302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6447300.000000 Penalty: 5347.332520
	Iteration 65Q: 3 clusters Score -6447300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6447297.000000 Penalty: 5347.332520
	Iteration 66Q: 3 clusters Score -6447297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6447296.500000 Penalty: 5347.332520
	Iteration 67Q: 3 clusters Score -6447296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6447285.000000 Penalty: 5347.332520
	Iteration 68Q: 3 clusters Score -6447285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6447295.500000 Penalty: 5347.332520
	Iteration 69Q: 3 clusters Score -6447296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6447288.500000 Penalty: 5347.332520
	Iteration 70Q: 3 clusters Score -6447288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6447284.500000 Penalty: 5347.332520
	Iteration 71Q: 3 clusters Score -6447284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6447280.000000 Penalty: 5347.332520
	Iteration 72Q: 3 clusters Score -6447280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6447287.500000 Penalty: 5347.332520
	Iteration 73Q: 3 clusters Score -6447288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6447288.000000 Penalty: 5347.332520
	Iteration 74Q: 3 clusters Score -6447288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6447288.000000 Penalty: 5347.332520
	Iteration 75Q: 3 clusters Score -6447288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -6447295.500000 Penalty: 5347.332520
	Iteration 76Q: 3 clusters Score -6447296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -6447292.500000 Penalty: 5347.332520
	Iteration 77Q: 3 clusters Score -6447292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6447305.000000 Penalty: 5347.332520
	Iteration 78Q: 3 clusters Score -6447305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -6447309.500000 Penalty: 5347.332520
	Iteration 79Q: 3 clusters Score -6447310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6447317.500000 Penalty: 5347.332520
	Iteration 80F: 3 clusters Score -6447318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6447315.500000 Penalty: 5347.332520
	Iteration 81Q: 3 clusters Score -6447316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6447327.000000 Penalty: 5347.332520
	Iteration 82Q: 3 clusters Score -6447327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6447329.000000 Penalty: 5347.332520
	Iteration 83Q: 3 clusters Score -6447329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6447338.000000 Penalty: 5347.332520
	Iteration 84Q: 3 clusters Score -6447338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6447340.500000 Penalty: 5347.332520
	Iteration 85Q: 3 clusters Score -6447340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6447349.000000 Penalty: 5347.332520
	Iteration 86Q: 3 clusters Score -6447349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6447356.500000 Penalty: 5347.332520
	Iteration 87Q: 3 clusters Score -6447356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -6447363.000000 Penalty: 5347.332520
	Iteration 88Q: 3 clusters Score -6447363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -6447356.500000 Penalty: 5347.332520
	Iteration 89Q: 3 clusters Score -6447356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6447377.500000 Penalty: 5347.332520
	Iteration 90Q: 3 clusters Score -6447378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6447382.500000 Penalty: 5347.332520
	Iteration 91Q: 3 clusters Score -6447382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6447387.500000 Penalty: 5347.332520
	Iteration 92Q: 3 clusters Score -6447388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6447380.500000 Penalty: 5347.332520
	Iteration 93Q: 3 clusters Score -6447380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6447391.500000 Penalty: 5347.332520
	Iteration 94Q: 3 clusters Score -6447392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6447385.000000 Penalty: 5347.332520
	Iteration 95Q: 3 clusters Score -6447385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6447386.000000 Penalty: 5347.332520
	Iteration 96Q: 3 clusters Score -6447386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6447386.500000 Penalty: 5347.332520
	Iteration 97Q: 3 clusters Score -6447386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6447390.500000 Penalty: 5347.332520
	Iteration 98Q: 3 clusters Score -6447390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -6447388.000000 Penalty: 5347.332520
	Iteration 99Q: 3 clusters Score -6447388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6447387.000000 Penalty: 5347.332520
	Iteration 100F: 3 clusters Score -6447387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (133856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Entering Unmasked Estep 
Score: -17858768.000000 Penalty: 2927.520996
	Iteration 0F: 2 clusters Score -1.785877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -17770520.000000 Penalty: 5855.041992
	Iteration 0F: 3 clusters Score -1.777052e+07 nChanged 63706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -17806996.000000 Penalty: 5855.041992
	Iteration 1F: 3 clusters Score -1.7807e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -17807830.000000 Penalty: 5855.041992
	Iteration 2Q: 3 clusters Score -1.780783e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -17808772.000000 Penalty: 5855.041992
	Iteration 3Q: 3 clusters Score -1.780877e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -17809920.000000 Penalty: 5855.041992
	Iteration 4Q: 3 clusters Score -1.780992e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -17811760.000000 Penalty: 5855.041992
	Iteration 5Q: 3 clusters Score -1.781176e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -17814584.000000 Penalty: 5855.041992
	Iteration 6Q: 3 clusters Score -1.781458e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -17819024.000000 Penalty: 5855.041992
	Iteration 7F: 3 clusters Score -1.781902e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -17825738.000000 Penalty: 5855.041992
	Iteration 8F: 3 clusters Score -1.782574e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -17834478.000000 Penalty: 5855.041992
	Iteration 9F: 3 clusters Score -1.783448e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 116884 members 
Entering Unmasked Estep 
Score: -17842354.000000 Penalty: 5855.041992
	Iteration 10F: 3 clusters Score -1.784235e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -17847992.000000 Penalty: 5855.041992
	Iteration 11Q: 3 clusters Score -1.784799e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 127011 members 
Entering Unmasked Estep 
Score: -17851336.000000 Penalty: 5855.041992
	Iteration 12Q: 3 clusters Score -1.785134e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -17853340.000000 Penalty: 5855.041992
	Iteration 13Q: 3 clusters Score -1.785334e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -17854334.000000 Penalty: 5855.041992
	Iteration 14Q: 3 clusters Score -1.785433e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 131611 members 
Entering Unmasked Estep 
Score: -17854948.000000 Penalty: 5855.041992
	Iteration 15Q: 3 clusters Score -1.785495e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 132153 members 
Entering Unmasked Estep 
Score: -17855354.000000 Penalty: 5855.041992
	Iteration 16Q: 3 clusters Score -1.785535e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -17855638.000000 Penalty: 5855.041992
	Iteration 17Q: 3 clusters Score -1.785564e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -17855820.000000 Penalty: 5855.041992
	Iteration 18Q: 3 clusters Score -1.785582e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -17855942.000000 Penalty: 5855.041992
	Iteration 19Q: 3 clusters Score -1.785594e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -17856028.000000 Penalty: 5855.041992
	Iteration 20F: 3 clusters Score -1.785603e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -17856116.000000 Penalty: 5855.041992
	Iteration 21Q: 3 clusters Score -1.785612e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 133157 members 
Entering Unmasked Estep 
Score: -17856168.000000 Penalty: 5855.041992
	Iteration 22Q: 3 clusters Score -1.785617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 133185 members 
Entering Unmasked Estep 
Score: -17856190.000000 Penalty: 5855.041992
	Iteration 23Q: 3 clusters Score -1.785619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -17856200.000000 Penalty: 5855.041992
	Iteration 24Q: 3 clusters Score -1.78562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -17856228.000000 Penalty: 5855.041992
	Iteration 25Q: 3 clusters Score -1.785623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 133230 members 
Entering Unmasked Estep 
Score: -17856252.000000 Penalty: 5855.041992
	Iteration 26Q: 3 clusters Score -1.785625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -17856258.000000 Penalty: 5855.041992
	Iteration 27Q: 3 clusters Score -1.785626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -17856272.000000 Penalty: 5855.041992
	Iteration 28Q: 3 clusters Score -1.785627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -17856296.000000 Penalty: 5855.041992
	Iteration 29Q: 3 clusters Score -1.78563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -17856300.000000 Penalty: 5855.041992
	Iteration 30Q: 3 clusters Score -1.78563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -17856288.000000 Penalty: 5855.041992
	Iteration 31Q: 3 clusters Score -1.785629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -17856298.000000 Penalty: 5855.041992
	Iteration 32Q: 3 clusters Score -1.78563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -17856310.000000 Penalty: 5855.041992
	Iteration 33Q: 3 clusters Score -1.785631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -17856306.000000 Penalty: 5855.041992
	Iteration 34Q: 3 clusters Score -1.785631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -17856306.000000 Penalty: 5855.041992
	Iteration 35F: 3 clusters Score -1.785631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -183687.281250 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -183687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -181397.640625 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -181397.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -181901.093750 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -181901.1 nChanged 140
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: -182178.687500 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -182178.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182472.671875 Penalty: 3642.980469
	Iteration 3F: 3 clusters Score -182472.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182716.828125 Penalty: 3642.980469
	Iteration 4F: 3 clusters Score -182716.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182955.765625 Penalty: 3642.980469
	Iteration 5F: 3 clusters Score -182955.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183171.000000 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -183171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183263.781250 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -183263.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -183315.250000 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -183315.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183351.890625 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -183351.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -183374.921875 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -183374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -183405.796875 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -183405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -183439.984375 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -183440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183476.937500 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -183476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -183559.625000 Penalty: 3642.980469
	Iteration 14Q: 3 clusters Score -183559.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183591.203125 Penalty: 3642.980469
	Iteration 15Q: 3 clusters Score -183591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183595.312500 Penalty: 3642.980469
	Iteration 16Q: 3 clusters Score -183595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -183597.828125 Penalty: 3642.980469
	Iteration 17Q: 3 clusters Score -183597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -183599.375000 Penalty: 3642.980469
	Iteration 18Q: 3 clusters Score -183599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -183602.750000 Penalty: 3642.980469
	Iteration 19Q: 3 clusters Score -183602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -183607.312500 Penalty: 3642.980469
	Iteration 20F: 3 clusters Score -183607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -183610.125000 Penalty: 3642.980469
	Iteration 21Q: 3 clusters Score -183610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -183613.671875 Penalty: 3642.980469
	Iteration 22Q: 3 clusters Score -183613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183622.234375 Penalty: 3642.980469
	Iteration 23Q: 3 clusters Score -183622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183665.234375 Penalty: 3642.980469
	Iteration 24Q: 3 clusters Score -183665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183781.000000 Penalty: 3642.980469
	Iteration 25Q: 3 clusters Score -183781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -183821.781250 Penalty: 3642.980469
	Iteration 26Q: 3 clusters Score -183821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183829.859375 Penalty: 3642.980469
	Iteration 27Q: 3 clusters Score -183829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -183832.000000 Penalty: 3642.980469
	Iteration 28Q: 3 clusters Score -183832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -183832.718750 Penalty: 3642.980469
	Iteration 29Q: 3 clusters Score -183832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183834.718750 Penalty: 3642.980469
	Iteration 30Q: 3 clusters Score -183834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183834.718750 Penalty: 3642.980469
	Iteration 31F: 3 clusters Score -183834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218327 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48094 members 
Mstep: Class 5 contains 133856 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 121428 members 
Mstep: Class 10 contains 104112 members 
Mstep: Class 11 contains 70215 members 
Mstep: Class 12 contains 96823 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 957 members 
Mstep: Class 18 contains 153676 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 24521 members 
Entering Unmasked Estep 
Score: -135266896.000000 Penalty: 65258.660156
Splitting cluster 6 changes total score from -135268208.000000 to -135266896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -33890.917969 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -33890.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32630.574219 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -32630.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32785.878906 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -32785.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32846.925781 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -32846.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32899.296875 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -32899.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32958.179688 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -32958.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32968.582031 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -32968.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32971.242188 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -32971.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32979.296875 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -32979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32984.964844 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -32984.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32988.207031 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -32988.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32992.507812 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -32992.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32995.242188 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -32995.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32995.242188 Penalty: 2842.129395
	Iteration 12F: 3 clusters Score -32995.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -343117.687500 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -343117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -340161.375000 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -340161.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -340704.687500 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -340704.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -340847.906250 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -340847.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -340936.093750 Penalty: 3874.738770
	Iteration 3Q: 3 clusters Score -340936.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340979.000000 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -340979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -341003.031250 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -341003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -341019.468750 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -341019.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -341029.000000 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -341029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -341043.000000 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -341043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -341049.750000 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -341049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -341054.500000 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -341054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -341058.875000 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -341058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341062.406250 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -341062.4 nChanged 6
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: -341065.343750 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -341065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -341067.687500 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -341067.7 nChanged 6
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: -341069.906250 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -341069.9 nChanged 4
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: -341071.156250 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -341071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -341071.468750 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -341071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -341073.093750 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -341073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -341073.031250 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -341073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -341073.031250 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -341073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Entering Unmasked Estep 
Score: -16249843.000000 Penalty: 2903.354980
	Iteration 0F: 2 clusters Score -1.624984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -16168925.000000 Penalty: 5806.709961
	Iteration 0F: 3 clusters Score -1.616892e+07 nChanged 57697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -16202039.000000 Penalty: 5806.709961
	Iteration 1F: 3 clusters Score -1.620204e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -16202905.000000 Penalty: 5806.709961
	Iteration 2Q: 3 clusters Score -1.62029e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -16204173.000000 Penalty: 5806.709961
	Iteration 3Q: 3 clusters Score -1.620417e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -16206220.000000 Penalty: 5806.709961
	Iteration 4Q: 3 clusters Score -1.620622e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -16210025.000000 Penalty: 5806.709961
	Iteration 5F: 3 clusters Score -1.621002e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -16216417.000000 Penalty: 5806.709961
	Iteration 6F: 3 clusters Score -1.621642e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -16225381.000000 Penalty: 5806.709961
	Iteration 7F: 3 clusters Score -1.622538e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -16234859.000000 Penalty: 5806.709961
	Iteration 8F: 3 clusters Score -1.623486e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -16241583.000000 Penalty: 5806.709961
	Iteration 9F: 3 clusters Score -1.624158e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -16244990.000000 Penalty: 5806.709961
	Iteration 10Q: 3 clusters Score -1.624499e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -16246322.000000 Penalty: 5806.709961
	Iteration 11Q: 3 clusters Score -1.624632e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -16246845.000000 Penalty: 5806.709961
	Iteration 12Q: 3 clusters Score -1.624684e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -16247067.000000 Penalty: 5806.709961
	Iteration 13Q: 3 clusters Score -1.624707e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -16247184.000000 Penalty: 5806.709961
	Iteration 14Q: 3 clusters Score -1.624718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16247240.000000 Penalty: 5806.709961
	Iteration 15Q: 3 clusters Score -1.624724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -16247279.000000 Penalty: 5806.709961
	Iteration 16Q: 3 clusters Score -1.624728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -16247306.000000 Penalty: 5806.709961
	Iteration 17Q: 3 clusters Score -1.624731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -16247310.000000 Penalty: 5806.709961
	Iteration 18Q: 3 clusters Score -1.624731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -16247331.000000 Penalty: 5806.709961
	Iteration 19Q: 3 clusters Score -1.624733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -16247338.000000 Penalty: 5806.709961
	Iteration 20F: 3 clusters Score -1.624734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 121137 members 
Entering Unmasked Estep 
Score: -16247349.000000 Penalty: 5806.709961
	Iteration 21Q: 3 clusters Score -1.624735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 121137 members 
Entering Unmasked Estep 
Score: -16247365.000000 Penalty: 5806.709961
	Iteration 22Q: 3 clusters Score -1.624736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -16247347.000000 Penalty: 5806.709961
	Iteration 23Q: 3 clusters Score -1.624735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -16247356.000000 Penalty: 5806.709961
	Iteration 24Q: 3 clusters Score -1.624736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -16247356.000000 Penalty: 5806.709961
	Iteration 25F: 3 clusters Score -1.624736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Entering Unmasked Estep 
Score: -13936076.000000 Penalty: 2865.199219
	Iteration 0F: 2 clusters Score -1.393608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -13866584.000000 Penalty: 5730.398438
	Iteration 0F: 3 clusters Score -1.386658e+07 nChanged 49362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -13894874.000000 Penalty: 5730.398438
	Iteration 1F: 3 clusters Score -1.389487e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -13895859.000000 Penalty: 5730.398438
	Iteration 2Q: 3 clusters Score -1.389586e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -13897126.000000 Penalty: 5730.398438
	Iteration 3Q: 3 clusters Score -1.389713e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -13898849.000000 Penalty: 5730.398438
	Iteration 4Q: 3 clusters Score -1.389885e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -13901378.000000 Penalty: 5730.398438
	Iteration 5F: 3 clusters Score -1.390138e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -13905712.000000 Penalty: 5730.398438
	Iteration 6F: 3 clusters Score -1.390571e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -13911867.000000 Penalty: 5730.398438
	Iteration 7F: 3 clusters Score -1.391187e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -13918394.000000 Penalty: 5730.398438
	Iteration 8F: 3 clusters Score -1.391839e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -13923571.000000 Penalty: 5730.398438
	Iteration 9F: 3 clusters Score -1.392357e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -13926494.000000 Penalty: 5730.398438
	Iteration 10Q: 3 clusters Score -1.392649e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -13928010.000000 Penalty: 5730.398438
	Iteration 11Q: 3 clusters Score -1.392801e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -13928992.000000 Penalty: 5730.398438
	Iteration 12Q: 3 clusters Score -1.392899e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -13929898.000000 Penalty: 5730.398438
	Iteration 13Q: 3 clusters Score -1.39299e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -13930588.000000 Penalty: 5730.398438
	Iteration 14Q: 3 clusters Score -1.393059e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -13931195.000000 Penalty: 5730.398438
	Iteration 15Q: 3 clusters Score -1.39312e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -13931526.000000 Penalty: 5730.398438
	Iteration 16Q: 3 clusters Score -1.393153e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -13931870.000000 Penalty: 5730.398438
	Iteration 17Q: 3 clusters Score -1.393187e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -13932189.000000 Penalty: 5730.398438
	Iteration 18Q: 3 clusters Score -1.393219e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -13932376.000000 Penalty: 5730.398438
	Iteration 19Q: 3 clusters Score -1.393238e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -13932597.000000 Penalty: 5730.398438
	Iteration 20F: 3 clusters Score -1.39326e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -13932776.000000 Penalty: 5730.398438
	Iteration 21Q: 3 clusters Score -1.393278e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -13932925.000000 Penalty: 5730.398438
	Iteration 22Q: 3 clusters Score -1.393292e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -13933088.000000 Penalty: 5730.398438
	Iteration 23Q: 3 clusters Score -1.393309e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -13933168.000000 Penalty: 5730.398438
	Iteration 24Q: 3 clusters Score -1.393317e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -13933266.000000 Penalty: 5730.398438
	Iteration 25Q: 3 clusters Score -1.393327e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -13933356.000000 Penalty: 5730.398438
	Iteration 26Q: 3 clusters Score -1.393336e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -13933404.000000 Penalty: 5730.398438
	Iteration 27Q: 3 clusters Score -1.39334e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -13933424.000000 Penalty: 5730.398438
	Iteration 28Q: 3 clusters Score -1.393342e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -13933476.000000 Penalty: 5730.398438
	Iteration 29Q: 3 clusters Score -1.393348e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -13933517.000000 Penalty: 5730.398438
	Iteration 30Q: 3 clusters Score -1.393352e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -13933518.000000 Penalty: 5730.398438
	Iteration 31Q: 3 clusters Score -1.393352e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -13933549.000000 Penalty: 5730.398438
	Iteration 32Q: 3 clusters Score -1.393355e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -13933602.000000 Penalty: 5730.398438
	Iteration 33Q: 3 clusters Score -1.39336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -13933617.000000 Penalty: 5730.398438
	Iteration 34Q: 3 clusters Score -1.393362e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -13933651.000000 Penalty: 5730.398438
	Iteration 35Q: 3 clusters Score -1.393365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -13933691.000000 Penalty: 5730.398438
	Iteration 36Q: 3 clusters Score -1.393369e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -13933677.000000 Penalty: 5730.398438
	Iteration 37Q: 3 clusters Score -1.393368e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -13933690.000000 Penalty: 5730.398438
	Iteration 38Q: 3 clusters Score -1.393369e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -13933695.000000 Penalty: 5730.398438
	Iteration 39Q: 3 clusters Score -1.39337e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -13933723.000000 Penalty: 5730.398438
	Iteration 40F: 3 clusters Score -1.393372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -13933732.000000 Penalty: 5730.398438
	Iteration 41Q: 3 clusters Score -1.393373e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 100574 members 
Entering Unmasked Estep 
Score: -13933722.000000 Penalty: 5730.398438
	Iteration 42Q: 3 clusters Score -1.393372e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -13933739.000000 Penalty: 5730.398438
	Iteration 43Q: 3 clusters Score -1.393374e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -13933745.000000 Penalty: 5730.398438
	Iteration 44Q: 3 clusters Score -1.393374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -13933744.000000 Penalty: 5730.398438
	Iteration 45Q: 3 clusters Score -1.393374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -13933768.000000 Penalty: 5730.398438
	Iteration 46Q: 3 clusters Score -1.393377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -13933781.000000 Penalty: 5730.398438
	Iteration 47Q: 3 clusters Score -1.393378e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -13933786.000000 Penalty: 5730.398438
	Iteration 48Q: 3 clusters Score -1.393379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -13933801.000000 Penalty: 5730.398438
	Iteration 49Q: 3 clusters Score -1.39338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -13933810.000000 Penalty: 5730.398438
	Iteration 50Q: 3 clusters Score -1.393381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -13933786.000000 Penalty: 5730.398438
	Iteration 51Q: 3 clusters Score -1.393379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -13933796.000000 Penalty: 5730.398438
	Iteration 52Q: 3 clusters Score -1.39338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -13933805.000000 Penalty: 5730.398438
	Iteration 53Q: 3 clusters Score -1.39338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -13933807.000000 Penalty: 5730.398438
	Iteration 54Q: 3 clusters Score -1.393381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -13933813.000000 Penalty: 5730.398438
	Iteration 55Q: 3 clusters Score -1.393381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -13933807.000000 Penalty: 5730.398438
	Iteration 56Q: 3 clusters Score -1.393381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -13933801.000000 Penalty: 5730.398438
	Iteration 57Q: 3 clusters Score -1.39338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -13933810.000000 Penalty: 5730.398438
	Iteration 58Q: 3 clusters Score -1.393381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -13933807.000000 Penalty: 5730.398438
	Iteration 59Q: 3 clusters Score -1.393381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -13933792.000000 Penalty: 5730.398438
	Iteration 60F: 3 clusters Score -1.393379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -13933786.000000 Penalty: 5730.398438
	Iteration 61Q: 3 clusters Score -1.393379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -13933808.000000 Penalty: 5730.398438
	Iteration 62Q: 3 clusters Score -1.393381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -13933812.000000 Penalty: 5730.398438
	Iteration 63Q: 3 clusters Score -1.393381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -13933814.000000 Penalty: 5730.398438
	Iteration 64Q: 3 clusters Score -1.393381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -13933815.000000 Penalty: 5730.398438
	Iteration 65Q: 3 clusters Score -1.393382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -13933838.000000 Penalty: 5730.398438
	Iteration 66Q: 3 clusters Score -1.393384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -13933836.000000 Penalty: 5730.398438
	Iteration 67Q: 3 clusters Score -1.393384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -13933844.000000 Penalty: 5730.398438
	Iteration 68Q: 3 clusters Score -1.393384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -13933838.000000 Penalty: 5730.398438
	Iteration 69Q: 3 clusters Score -1.393384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -13933840.000000 Penalty: 5730.398438
	Iteration 70Q: 3 clusters Score -1.393384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 71Q: 3 clusters Score -1.393385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -13933841.000000 Penalty: 5730.398438
	Iteration 72Q: 3 clusters Score -1.393384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 73Q: 3 clusters Score -1.393385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 101267 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 74Q: 3 clusters Score -1.393385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -13933845.000000 Penalty: 5730.398438
	Iteration 75Q: 3 clusters Score -1.393384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -13933843.000000 Penalty: 5730.398438
	Iteration 76Q: 3 clusters Score -1.393384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -13933843.000000 Penalty: 5730.398438
	Iteration 77Q: 3 clusters Score -1.393384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13933839.000000 Penalty: 5730.398438
	Iteration 78Q: 3 clusters Score -1.393384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -13933832.000000 Penalty: 5730.398438
	Iteration 79Q: 3 clusters Score -1.393383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -13933851.000000 Penalty: 5730.398438
	Iteration 80F: 3 clusters Score -1.393385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -13933838.000000 Penalty: 5730.398438
	Iteration 81Q: 3 clusters Score -1.393384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -13933834.000000 Penalty: 5730.398438
	Iteration 82Q: 3 clusters Score -1.393383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -13933844.000000 Penalty: 5730.398438
	Iteration 83Q: 3 clusters Score -1.393384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -13933834.000000 Penalty: 5730.398438
	Iteration 84Q: 3 clusters Score -1.393383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -13933845.000000 Penalty: 5730.398438
	Iteration 85Q: 3 clusters Score -1.393384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 86Q: 3 clusters Score -1.393385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -13933858.000000 Penalty: 5730.398438
	Iteration 87Q: 3 clusters Score -1.393386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -13933852.000000 Penalty: 5730.398438
	Iteration 88Q: 3 clusters Score -1.393385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 89Q: 3 clusters Score -1.393385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -13933847.000000 Penalty: 5730.398438
	Iteration 90Q: 3 clusters Score -1.393385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -13933845.000000 Penalty: 5730.398438
	Iteration 91Q: 3 clusters Score -1.393384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -13933850.000000 Penalty: 5730.398438
	Iteration 92Q: 3 clusters Score -1.393385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -13933852.000000 Penalty: 5730.398438
	Iteration 93Q: 3 clusters Score -1.393385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -13933853.000000 Penalty: 5730.398438
	Iteration 94Q: 3 clusters Score -1.393385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -13933864.000000 Penalty: 5730.398438
	Iteration 95Q: 3 clusters Score -1.393386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -13933861.000000 Penalty: 5730.398438
	Iteration 96Q: 3 clusters Score -1.393386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -13933864.000000 Penalty: 5730.398438
	Iteration 97Q: 3 clusters Score -1.393386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -13933878.000000 Penalty: 5730.398438
	Iteration 98Q: 3 clusters Score -1.393388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -13933892.000000 Penalty: 5730.398438
	Iteration 99Q: 3 clusters Score -1.393389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -13933892.000000 Penalty: 5730.398438
	Iteration 100F: 3 clusters Score -1.393389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -13933890.000000 Penalty: 5730.398438
	Iteration 101Q: 3 clusters Score -1.393389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -13933900.000000 Penalty: 5730.398438
	Iteration 102Q: 3 clusters Score -1.39339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -13933901.000000 Penalty: 5730.398438
	Iteration 103Q: 3 clusters Score -1.39339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -13933903.000000 Penalty: 5730.398438
	Iteration 104Q: 3 clusters Score -1.39339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -13933893.000000 Penalty: 5730.398438
	Iteration 105Q: 3 clusters Score -1.393389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -13933898.000000 Penalty: 5730.398438
	Iteration 106Q: 3 clusters Score -1.39339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -13933896.000000 Penalty: 5730.398438
	Iteration 107Q: 3 clusters Score -1.39339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -13933891.000000 Penalty: 5730.398438
	Iteration 108Q: 3 clusters Score -1.393389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -13933902.000000 Penalty: 5730.398438
	Iteration 109Q: 3 clusters Score -1.39339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -13933911.000000 Penalty: 5730.398438
	Iteration 110Q: 3 clusters Score -1.393391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -13933904.000000 Penalty: 5730.398438
	Iteration 111Q: 3 clusters Score -1.39339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -13933908.000000 Penalty: 5730.398438
	Iteration 112Q: 3 clusters Score -1.393391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -13933905.000000 Penalty: 5730.398438
	Iteration 113Q: 3 clusters Score -1.39339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -13933896.000000 Penalty: 5730.398438
	Iteration 114Q: 3 clusters Score -1.39339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -13933899.000000 Penalty: 5730.398438
	Iteration 115Q: 3 clusters Score -1.39339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -13933913.000000 Penalty: 5730.398438
	Iteration 116Q: 3 clusters Score -1.393391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -13933905.000000 Penalty: 5730.398438
	Iteration 117Q: 3 clusters Score -1.39339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -13933907.000000 Penalty: 5730.398438
	Iteration 118Q: 3 clusters Score -1.393391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -13933904.000000 Penalty: 5730.398438
	Iteration 119Q: 3 clusters Score -1.39339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -13933896.000000 Penalty: 5730.398438
	Iteration 120F: 3 clusters Score -1.39339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -13933898.000000 Penalty: 5730.398438
	Iteration 121Q: 3 clusters Score -1.39339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -13933908.000000 Penalty: 5730.398438
	Iteration 122Q: 3 clusters Score -1.393391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -13933911.000000 Penalty: 5730.398438
	Iteration 123Q: 3 clusters Score -1.393391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -13933894.000000 Penalty: 5730.398438
	Iteration 124Q: 3 clusters Score -1.393389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -13933899.000000 Penalty: 5730.398438
	Iteration 125Q: 3 clusters Score -1.39339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -13933895.000000 Penalty: 5730.398438
	Iteration 126Q: 3 clusters Score -1.39339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -13933900.000000 Penalty: 5730.398438
	Iteration 127Q: 3 clusters Score -1.39339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -13933894.000000 Penalty: 5730.398438
	Iteration 128Q: 3 clusters Score -1.393389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -13933902.000000 Penalty: 5730.398438
	Iteration 129Q: 3 clusters Score -1.39339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -13933898.000000 Penalty: 5730.398438
	Iteration 130Q: 3 clusters Score -1.39339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -13933903.000000 Penalty: 5730.398438
	Iteration 131Q: 3 clusters Score -1.39339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -13933903.000000 Penalty: 5730.398438
	Iteration 132F: 3 clusters Score -1.39339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Entering Unmasked Estep 
Score: -9411124.000000 Penalty: 2767.510742
	Iteration 0F: 2 clusters Score -9411124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -9364393.000000 Penalty: 5535.021484
	Iteration 0F: 3 clusters Score -9364393 nChanged 32691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -9382790.000000 Penalty: 5535.021484
	Iteration 1F: 3 clusters Score -9382790 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -9383834.000000 Penalty: 5535.021484
	Iteration 2Q: 3 clusters Score -9383834 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -9385411.000000 Penalty: 5535.021484
	Iteration 3Q: 3 clusters Score -9385411 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -9387814.000000 Penalty: 5535.021484
	Iteration 4F: 3 clusters Score -9387814 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -9391560.000000 Penalty: 5535.021484
	Iteration 5F: 3 clusters Score -9391560 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9396485.000000 Penalty: 5535.021484
	Iteration 6F: 3 clusters Score -9396485 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -9401738.000000 Penalty: 5535.021484
	Iteration 7F: 3 clusters Score -9401738 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -9404898.000000 Penalty: 5535.021484
	Iteration 8Q: 3 clusters Score -9404898 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -9405987.000000 Penalty: 5535.021484
	Iteration 9Q: 3 clusters Score -9405987 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -9406452.000000 Penalty: 5535.021484
	Iteration 10Q: 3 clusters Score -9406452 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -9406719.000000 Penalty: 5535.021484
	Iteration 11Q: 3 clusters Score -9406719 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -9406966.000000 Penalty: 5535.021484
	Iteration 12Q: 3 clusters Score -9406966 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -9407212.000000 Penalty: 5535.021484
	Iteration 13Q: 3 clusters Score -9407212 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -9407502.000000 Penalty: 5535.021484
	Iteration 14Q: 3 clusters Score -9407502 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -9407658.000000 Penalty: 5535.021484
	Iteration 15Q: 3 clusters Score -9407658 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -9407838.000000 Penalty: 5535.021484
	Iteration 16Q: 3 clusters Score -9407838 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9407969.000000 Penalty: 5535.021484
	Iteration 17Q: 3 clusters Score -9407969 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -9408054.000000 Penalty: 5535.021484
	Iteration 18Q: 3 clusters Score -9408054 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -9408185.000000 Penalty: 5535.021484
	Iteration 19Q: 3 clusters Score -9408185 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -9408258.000000 Penalty: 5535.021484
	Iteration 20F: 3 clusters Score -9408258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -9408324.000000 Penalty: 5535.021484
	Iteration 21Q: 3 clusters Score -9408324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9408421.000000 Penalty: 5535.021484
	Iteration 22Q: 3 clusters Score -9408421 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9408477.000000 Penalty: 5535.021484
	Iteration 23Q: 3 clusters Score -9408477 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -9408532.000000 Penalty: 5535.021484
	Iteration 24Q: 3 clusters Score -9408532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -9408568.000000 Penalty: 5535.021484
	Iteration 25Q: 3 clusters Score -9408568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -9408596.000000 Penalty: 5535.021484
	Iteration 26Q: 3 clusters Score -9408596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -9408661.000000 Penalty: 5535.021484
	Iteration 27Q: 3 clusters Score -9408661 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -9408697.000000 Penalty: 5535.021484
	Iteration 28Q: 3 clusters Score -9408697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -9408725.000000 Penalty: 5535.021484
	Iteration 29Q: 3 clusters Score -9408725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -9408719.000000 Penalty: 5535.021484
	Iteration 30Q: 3 clusters Score -9408719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -9408731.000000 Penalty: 5535.021484
	Iteration 31Q: 3 clusters Score -9408731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -9408756.000000 Penalty: 5535.021484
	Iteration 32Q: 3 clusters Score -9408756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -9408774.000000 Penalty: 5535.021484
	Iteration 33Q: 3 clusters Score -9408774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -9408804.000000 Penalty: 5535.021484
	Iteration 34Q: 3 clusters Score -9408804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -9408832.000000 Penalty: 5535.021484
	Iteration 35Q: 3 clusters Score -9408832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -9408846.000000 Penalty: 5535.021484
	Iteration 36Q: 3 clusters Score -9408846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -9408838.000000 Penalty: 5535.021484
	Iteration 37Q: 3 clusters Score -9408838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 67552 members 
Entering Unmasked Estep 
Score: -9408838.000000 Penalty: 5535.021484
	Iteration 38Q: 3 clusters Score -9408838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -9408853.000000 Penalty: 5535.021484
	Iteration 39Q: 3 clusters Score -9408853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -9408872.000000 Penalty: 5535.021484
	Iteration 40F: 3 clusters Score -9408872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -9408878.000000 Penalty: 5535.021484
	Iteration 41Q: 3 clusters Score -9408878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -9408899.000000 Penalty: 5535.021484
	Iteration 42Q: 3 clusters Score -9408899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -9408888.000000 Penalty: 5535.021484
	Iteration 43Q: 3 clusters Score -9408888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -9408913.000000 Penalty: 5535.021484
	Iteration 44Q: 3 clusters Score -9408913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -9408906.000000 Penalty: 5535.021484
	Iteration 45Q: 3 clusters Score -9408906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -9408901.000000 Penalty: 5535.021484
	Iteration 46Q: 3 clusters Score -9408901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -9408902.000000 Penalty: 5535.021484
	Iteration 47Q: 3 clusters Score -9408902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -9408913.000000 Penalty: 5535.021484
	Iteration 48Q: 3 clusters Score -9408913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -9408937.000000 Penalty: 5535.021484
	Iteration 49Q: 3 clusters Score -9408937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -9408922.000000 Penalty: 5535.021484
	Iteration 50Q: 3 clusters Score -9408922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -9408943.000000 Penalty: 5535.021484
	Iteration 51Q: 3 clusters Score -9408943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9408935.000000 Penalty: 5535.021484
	Iteration 52Q: 3 clusters Score -9408935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -9408924.000000 Penalty: 5535.021484
	Iteration 53Q: 3 clusters Score -9408924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -9408928.000000 Penalty: 5535.021484
	Iteration 54Q: 3 clusters Score -9408928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -9408927.000000 Penalty: 5535.021484
	Iteration 55Q: 3 clusters Score -9408927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -9408928.000000 Penalty: 5535.021484
	Iteration 56Q: 3 clusters Score -9408928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -9408924.000000 Penalty: 5535.021484
	Iteration 57Q: 3 clusters Score -9408924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -9408942.000000 Penalty: 5535.021484
	Iteration 58Q: 3 clusters Score -9408942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -9408935.000000 Penalty: 5535.021484
	Iteration 59Q: 3 clusters Score -9408935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -9408936.000000 Penalty: 5535.021484
	Iteration 60F: 3 clusters Score -9408936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -9408943.000000 Penalty: 5535.021484
	Iteration 61Q: 3 clusters Score -9408943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -9408950.000000 Penalty: 5535.021484
	Iteration 62Q: 3 clusters Score -9408950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -9408948.000000 Penalty: 5535.021484
	Iteration 63Q: 3 clusters Score -9408948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -9408938.000000 Penalty: 5535.021484
	Iteration 64Q: 3 clusters Score -9408938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -9408941.000000 Penalty: 5535.021484
	Iteration 65Q: 3 clusters Score -9408941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9408950.000000 Penalty: 5535.021484
	Iteration 66Q: 3 clusters Score -9408950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -9408947.000000 Penalty: 5535.021484
	Iteration 67Q: 3 clusters Score -9408947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -9408966.000000 Penalty: 5535.021484
	Iteration 68Q: 3 clusters Score -9408966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -9408959.000000 Penalty: 5535.021484
	Iteration 69Q: 3 clusters Score -9408959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 5535.021484
	Iteration 70Q: 3 clusters Score -9408953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -9408962.000000 Penalty: 5535.021484
	Iteration 71Q: 3 clusters Score -9408962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -9408963.000000 Penalty: 5535.021484
	Iteration 72Q: 3 clusters Score -9408963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9408957.000000 Penalty: 5535.021484
	Iteration 73Q: 3 clusters Score -9408957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -9408958.000000 Penalty: 5535.021484
	Iteration 74Q: 3 clusters Score -9408958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 5535.021484
	Iteration 75Q: 3 clusters Score -9408953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 5535.021484
	Iteration 76Q: 3 clusters Score -9408953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 5535.021484
	Iteration 77Q: 3 clusters Score -9408953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -9408956.000000 Penalty: 5535.021484
	Iteration 78Q: 3 clusters Score -9408956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -9408964.000000 Penalty: 5535.021484
	Iteration 79Q: 3 clusters Score -9408964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -9408965.000000 Penalty: 5535.021484
	Iteration 80F: 3 clusters Score -9408965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -9408969.000000 Penalty: 5535.021484
	Iteration 81Q: 3 clusters Score -9408969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -9408970.000000 Penalty: 5535.021484
	Iteration 82Q: 3 clusters Score -9408970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -9408970.000000 Penalty: 5535.021484
	Iteration 83Q: 3 clusters Score -9408970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -9408970.000000 Penalty: 5535.021484
	Iteration 84Q: 3 clusters Score -9408970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -9408968.000000 Penalty: 5535.021484
	Iteration 85Q: 3 clusters Score -9408968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -9408965.000000 Penalty: 5535.021484
	Iteration 86Q: 3 clusters Score -9408965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -9408979.000000 Penalty: 5535.021484
	Iteration 87Q: 3 clusters Score -9408979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -9408969.000000 Penalty: 5535.021484
	Iteration 88Q: 3 clusters Score -9408969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -9408965.000000 Penalty: 5535.021484
	Iteration 89Q: 3 clusters Score -9408965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 5535.021484
	Iteration 90Q: 3 clusters Score -9408953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9408956.000000 Penalty: 5535.021484
	Iteration 91Q: 3 clusters Score -9408956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -9408962.000000 Penalty: 5535.021484
	Iteration 92Q: 3 clusters Score -9408962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -9408961.000000 Penalty: 5535.021484
	Iteration 93Q: 3 clusters Score -9408961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -9408958.000000 Penalty: 5535.021484
	Iteration 94Q: 3 clusters Score -9408958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -9408965.000000 Penalty: 5535.021484
	Iteration 95Q: 3 clusters Score -9408965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -9408964.000000 Penalty: 5535.021484
	Iteration 96Q: 3 clusters Score -9408964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -9408963.000000 Penalty: 5535.021484
	Iteration 97Q: 3 clusters Score -9408963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -9408961.000000 Penalty: 5535.021484
	Iteration 98Q: 3 clusters Score -9408961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -9408959.000000 Penalty: 5535.021484
	Iteration 99Q: 3 clusters Score -9408959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -9408961.000000 Penalty: 5535.021484
	Iteration 100F: 3 clusters Score -9408961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -9408963.000000 Penalty: 5535.021484
	Iteration 101Q: 3 clusters Score -9408963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -9408963.000000 Penalty: 5535.021484
	Iteration 102F: 3 clusters Score -9408963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Entering Unmasked Estep 
Score: -12944041.000000 Penalty: 2847.198486
	Iteration 0F: 2 clusters Score -1.294404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -12879340.000000 Penalty: 5694.396973
	Iteration 0F: 3 clusters Score -1.287934e+07 nChanged 45566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -12905357.000000 Penalty: 5694.396973
	Iteration 1F: 3 clusters Score -1.290536e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -12906332.000000 Penalty: 5694.396973
	Iteration 2Q: 3 clusters Score -1.290633e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -12907397.000000 Penalty: 5694.396973
	Iteration 3Q: 3 clusters Score -1.29074e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -12909161.000000 Penalty: 5694.396973
	Iteration 4Q: 3 clusters Score -1.290916e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -12911910.000000 Penalty: 5694.396973
	Iteration 5F: 3 clusters Score -1.291191e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -12916187.000000 Penalty: 5694.396973
	Iteration 6F: 3 clusters Score -1.291619e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -12922008.000000 Penalty: 5694.396973
	Iteration 7F: 3 clusters Score -1.292201e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -12928175.000000 Penalty: 5694.396973
	Iteration 8F: 3 clusters Score -1.292818e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -12933078.000000 Penalty: 5694.396973
	Iteration 9F: 3 clusters Score -1.293308e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -12936169.000000 Penalty: 5694.396973
	Iteration 10Q: 3 clusters Score -1.293617e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -12937873.000000 Penalty: 5694.396973
	Iteration 11Q: 3 clusters Score -1.293787e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -12938821.000000 Penalty: 5694.396973
	Iteration 12Q: 3 clusters Score -1.293882e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -12939465.000000 Penalty: 5694.396973
	Iteration 13Q: 3 clusters Score -1.293946e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -12939995.000000 Penalty: 5694.396973
	Iteration 14Q: 3 clusters Score -1.294e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -12940332.000000 Penalty: 5694.396973
	Iteration 15Q: 3 clusters Score -1.294033e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -12940652.000000 Penalty: 5694.396973
	Iteration 16Q: 3 clusters Score -1.294065e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -12940942.000000 Penalty: 5694.396973
	Iteration 17Q: 3 clusters Score -1.294094e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -12941197.000000 Penalty: 5694.396973
	Iteration 18Q: 3 clusters Score -1.29412e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -12941336.000000 Penalty: 5694.396973
	Iteration 19Q: 3 clusters Score -1.294134e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -12941413.000000 Penalty: 5694.396973
	Iteration 20F: 3 clusters Score -1.294141e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -12941520.000000 Penalty: 5694.396973
	Iteration 21Q: 3 clusters Score -1.294152e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -12941563.000000 Penalty: 5694.396973
	Iteration 22Q: 3 clusters Score -1.294156e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -12941607.000000 Penalty: 5694.396973
	Iteration 23Q: 3 clusters Score -1.294161e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -12941636.000000 Penalty: 5694.396973
	Iteration 24Q: 3 clusters Score -1.294164e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -12941695.000000 Penalty: 5694.396973
	Iteration 25Q: 3 clusters Score -1.29417e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -12941718.000000 Penalty: 5694.396973
	Iteration 26Q: 3 clusters Score -1.294172e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -12941756.000000 Penalty: 5694.396973
	Iteration 27Q: 3 clusters Score -1.294176e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -12941754.000000 Penalty: 5694.396973
	Iteration 28Q: 3 clusters Score -1.294175e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -12941792.000000 Penalty: 5694.396973
	Iteration 29Q: 3 clusters Score -1.294179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -12941821.000000 Penalty: 5694.396973
	Iteration 30Q: 3 clusters Score -1.294182e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -12941851.000000 Penalty: 5694.396973
	Iteration 31Q: 3 clusters Score -1.294185e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 94698 members 
Entering Unmasked Estep 
Score: -12941871.000000 Penalty: 5694.396973
	Iteration 32Q: 3 clusters Score -1.294187e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -12941897.000000 Penalty: 5694.396973
	Iteration 33Q: 3 clusters Score -1.29419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -12941901.000000 Penalty: 5694.396973
	Iteration 34Q: 3 clusters Score -1.29419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -12941899.000000 Penalty: 5694.396973
	Iteration 35Q: 3 clusters Score -1.29419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -12941894.000000 Penalty: 5694.396973
	Iteration 36Q: 3 clusters Score -1.294189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -12941916.000000 Penalty: 5694.396973
	Iteration 37Q: 3 clusters Score -1.294192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -12941936.000000 Penalty: 5694.396973
	Iteration 38Q: 3 clusters Score -1.294194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -12941950.000000 Penalty: 5694.396973
	Iteration 39Q: 3 clusters Score -1.294195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 94967 members 
Entering Unmasked Estep 
Score: -12941951.000000 Penalty: 5694.396973
	Iteration 40F: 3 clusters Score -1.294195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -12941964.000000 Penalty: 5694.396973
	Iteration 41Q: 3 clusters Score -1.294196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -12941980.000000 Penalty: 5694.396973
	Iteration 42Q: 3 clusters Score -1.294198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -12941974.000000 Penalty: 5694.396973
	Iteration 43Q: 3 clusters Score -1.294197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -12941979.000000 Penalty: 5694.396973
	Iteration 44Q: 3 clusters Score -1.294198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -12941987.000000 Penalty: 5694.396973
	Iteration 45Q: 3 clusters Score -1.294199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -12941987.000000 Penalty: 5694.396973
	Iteration 46Q: 3 clusters Score -1.294199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -12941996.000000 Penalty: 5694.396973
	Iteration 47Q: 3 clusters Score -1.2942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -12942009.000000 Penalty: 5694.396973
	Iteration 48Q: 3 clusters Score -1.294201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -12942006.000000 Penalty: 5694.396973
	Iteration 49Q: 3 clusters Score -1.294201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -12942007.000000 Penalty: 5694.396973
	Iteration 50Q: 3 clusters Score -1.294201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -12942035.000000 Penalty: 5694.396973
	Iteration 51Q: 3 clusters Score -1.294204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -12942016.000000 Penalty: 5694.396973
	Iteration 52Q: 3 clusters Score -1.294202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -12942018.000000 Penalty: 5694.396973
	Iteration 53Q: 3 clusters Score -1.294202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -12942013.000000 Penalty: 5694.396973
	Iteration 54Q: 3 clusters Score -1.294201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -12942020.000000 Penalty: 5694.396973
	Iteration 55Q: 3 clusters Score -1.294202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12942006.000000 Penalty: 5694.396973
	Iteration 56Q: 3 clusters Score -1.294201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -12942004.000000 Penalty: 5694.396973
	Iteration 57Q: 3 clusters Score -1.2942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -12942013.000000 Penalty: 5694.396973
	Iteration 58Q: 3 clusters Score -1.294201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -12942011.000000 Penalty: 5694.396973
	Iteration 59Q: 3 clusters Score -1.294201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -12942011.000000 Penalty: 5694.396973
	Iteration 60F: 3 clusters Score -1.294201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -312082.062500 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -312082.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -309269.937500 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -309269.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -309807.156250 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -309807.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -309926.656250 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -309926.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -309979.000000 Penalty: 3858.822998
	Iteration 3Q: 3 clusters Score -309979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -310011.218750 Penalty: 3858.822998
	Iteration 4Q: 3 clusters Score -310011.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -310029.687500 Penalty: 3858.822998
	Iteration 5Q: 3 clusters Score -310029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -310043.375000 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -310043.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -310057.625000 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -310057.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -310068.406250 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -310068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -310077.312500 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -310077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -310088.562500 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -310088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -310095.875000 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -310095.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -310104.656250 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -310104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -310110.843750 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -310110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310115.562500 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -310115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310121.937500 Penalty: 3858.822998
	Iteration 15Q: 3 clusters Score -310121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -310124.781250 Penalty: 3858.822998
	Iteration 16Q: 3 clusters Score -310124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310129.125000 Penalty: 3858.822998
	Iteration 17Q: 3 clusters Score -310129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310131.437500 Penalty: 3858.822998
	Iteration 18Q: 3 clusters Score -310131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -310133.718750 Penalty: 3858.822998
	Iteration 19Q: 3 clusters Score -310133.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310135.875000 Penalty: 3858.822998
	Iteration 20F: 3 clusters Score -310135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310137.500000 Penalty: 3858.822998
	Iteration 21Q: 3 clusters Score -310137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310139.468750 Penalty: 3858.822998
	Iteration 22Q: 3 clusters Score -310139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -310142.312500 Penalty: 3858.822998
	Iteration 23Q: 3 clusters Score -310142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -310147.843750 Penalty: 3858.822998
	Iteration 24Q: 3 clusters Score -310147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -310151.812500 Penalty: 3858.822998
	Iteration 25Q: 3 clusters Score -310151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -310153.375000 Penalty: 3858.822998
	Iteration 26Q: 3 clusters Score -310153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -310155.125000 Penalty: 3858.822998
	Iteration 27Q: 3 clusters Score -310155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -310156.812500 Penalty: 3858.822998
	Iteration 28Q: 3 clusters Score -310156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310156.093750 Penalty: 3858.822998
	Iteration 29Q: 3 clusters Score -310156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310156.093750 Penalty: 3858.822998
	Iteration 30F: 3 clusters Score -310156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -324539.000000 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -324539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -321532.593750 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -321532.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -322114.312500 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -322114.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -322265.375000 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -322265.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -322374.812500 Penalty: 3893.071045
	Iteration 3Q: 3 clusters Score -322374.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322465.875000 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -322465.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322552.281250 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -322552.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322614.062500 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -322614.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -322658.187500 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -322658.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -322697.500000 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -322697.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -322730.656250 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -322730.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -322753.468750 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -322753.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -322776.156250 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -322776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -322800.875000 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -322800.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -322826.031250 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -322826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -322840.531250 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -322840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -322848.812500 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -322848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -322858.906250 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -322858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322868.437500 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -322868.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -322879.187500 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -322879.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -322891.718750 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -322891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -322905.437500 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -322905.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -322918.312500 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -322918.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -322933.500000 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -322933.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -322945.375000 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -322945.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -322955.093750 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -322955.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -322961.875000 Penalty: 3893.071045
	Iteration 25Q: 3 clusters Score -322961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -322967.343750 Penalty: 3893.071045
	Iteration 26Q: 3 clusters Score -322967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -322970.125000 Penalty: 3893.071045
	Iteration 27Q: 3 clusters Score -322970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -322972.093750 Penalty: 3893.071045
	Iteration 28Q: 3 clusters Score -322972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -322972.875000 Penalty: 3893.071045
	Iteration 29Q: 3 clusters Score -322972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -322974.000000 Penalty: 3893.071045
	Iteration 30Q: 3 clusters Score -322974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -322975.375000 Penalty: 3893.071045
	Iteration 31Q: 3 clusters Score -322975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -322976.937500 Penalty: 3893.071045
	Iteration 32Q: 3 clusters Score -322976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -322982.093750 Penalty: 3893.071045
	Iteration 33Q: 3 clusters Score -322982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -322982.656250 Penalty: 3893.071045
	Iteration 34Q: 3 clusters Score -322982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -322982.531250 Penalty: 3893.071045
	Iteration 35Q: 3 clusters Score -322982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -322982.531250 Penalty: 3893.071045
	Iteration 36F: 3 clusters Score -322982.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -177056.812500 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -177056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174800.546875 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -174800.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -175207.781250 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -175207.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175326.718750 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -175326.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175394.843750 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -175394.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175431.250000 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -175431.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175463.500000 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -175463.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175523.765625 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -175523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175572.734375 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -175572.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175629.625000 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -175629.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -175682.953125 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -175683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -175728.390625 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -175728.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -175771.390625 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -175771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175796.640625 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -175796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175817.000000 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -175817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175840.968750 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -175841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175856.968750 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -175857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175867.828125 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -175867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175876.281250 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -175876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175884.250000 Penalty: 3603.306152
	Iteration 18Q: 3 clusters Score -175884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -175886.640625 Penalty: 3603.306152
	Iteration 19Q: 3 clusters Score -175886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -175890.531250 Penalty: 3603.306152
	Iteration 20F: 3 clusters Score -175890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175893.078125 Penalty: 3603.306152
	Iteration 21Q: 3 clusters Score -175893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175895.375000 Penalty: 3603.306152
	Iteration 22Q: 3 clusters Score -175895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175898.968750 Penalty: 3603.306152
	Iteration 23Q: 3 clusters Score -175899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175901.453125 Penalty: 3603.306152
	Iteration 24Q: 3 clusters Score -175901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175906.500000 Penalty: 3603.306152
	Iteration 25Q: 3 clusters Score -175906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -175908.843750 Penalty: 3603.306152
	Iteration 26Q: 3 clusters Score -175908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175915.187500 Penalty: 3603.306152
	Iteration 27Q: 3 clusters Score -175915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175919.984375 Penalty: 3603.306152
	Iteration 28Q: 3 clusters Score -175920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175921.046875 Penalty: 3603.306152
	Iteration 29Q: 3 clusters Score -175921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175921.046875 Penalty: 3603.306152
	Iteration 30F: 3 clusters Score -175921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Entering Unmasked Estep 
Score: -20476768.000000 Penalty: 2961.765381
	Iteration 0F: 2 clusters Score -2.047677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -20376868.000000 Penalty: 5923.530762
	Iteration 0F: 3 clusters Score -2.037687e+07 nChanged 73718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -20419854.000000 Penalty: 5923.530762
	Iteration 1F: 3 clusters Score -2.041985e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -20421096.000000 Penalty: 5923.530762
	Iteration 2Q: 3 clusters Score -2.04211e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -20422654.000000 Penalty: 5923.530762
	Iteration 3Q: 3 clusters Score -2.042265e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -20424808.000000 Penalty: 5923.530762
	Iteration 4Q: 3 clusters Score -2.042481e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -20428322.000000 Penalty: 5923.530762
	Iteration 5Q: 3 clusters Score -2.042832e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -20433092.000000 Penalty: 5923.530762
	Iteration 6F: 3 clusters Score -2.043309e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -20439676.000000 Penalty: 5923.530762
	Iteration 7F: 3 clusters Score -2.043968e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -20447070.000000 Penalty: 5923.530762
	Iteration 8F: 3 clusters Score -2.044707e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122112 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -20454202.000000 Penalty: 5923.530762
	Iteration 9F: 3 clusters Score -2.04542e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -20459282.000000 Penalty: 5923.530762
	Iteration 10Q: 3 clusters Score -2.045928e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133570 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -20463052.000000 Penalty: 5923.530762
	Iteration 11Q: 3 clusters Score -2.046305e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137365 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -20465620.000000 Penalty: 5923.530762
	Iteration 12Q: 3 clusters Score -2.046562e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -20467592.000000 Penalty: 5923.530762
	Iteration 13Q: 3 clusters Score -2.046759e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -20469096.000000 Penalty: 5923.530762
	Iteration 14Q: 3 clusters Score -2.04691e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144662 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -20470270.000000 Penalty: 5923.530762
	Iteration 15Q: 3 clusters Score -2.047027e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -20471090.000000 Penalty: 5923.530762
	Iteration 16Q: 3 clusters Score -2.047109e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -20471834.000000 Penalty: 5923.530762
	Iteration 17Q: 3 clusters Score -2.047183e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -20472302.000000 Penalty: 5923.530762
	Iteration 18Q: 3 clusters Score -2.04723e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -20472730.000000 Penalty: 5923.530762
	Iteration 19Q: 3 clusters Score -2.047273e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20473030.000000 Penalty: 5923.530762
	Iteration 20F: 3 clusters Score -2.047303e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -20473272.000000 Penalty: 5923.530762
	Iteration 21Q: 3 clusters Score -2.047327e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -20473456.000000 Penalty: 5923.530762
	Iteration 22Q: 3 clusters Score -2.047346e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -20473570.000000 Penalty: 5923.530762
	Iteration 23Q: 3 clusters Score -2.047357e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20473630.000000 Penalty: 5923.530762
	Iteration 24Q: 3 clusters Score -2.047363e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151253 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20473724.000000 Penalty: 5923.530762
	Iteration 25Q: 3 clusters Score -2.047372e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151402 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20473762.000000 Penalty: 5923.530762
	Iteration 26Q: 3 clusters Score -2.047376e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20473842.000000 Penalty: 5923.530762
	Iteration 27Q: 3 clusters Score -2.047384e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20473850.000000 Penalty: 5923.530762
	Iteration 28Q: 3 clusters Score -2.047385e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -20473882.000000 Penalty: 5923.530762
	Iteration 29Q: 3 clusters Score -2.047388e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20473918.000000 Penalty: 5923.530762
	Iteration 30Q: 3 clusters Score -2.047392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20473950.000000 Penalty: 5923.530762
	Iteration 31Q: 3 clusters Score -2.047395e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20473960.000000 Penalty: 5923.530762
	Iteration 32Q: 3 clusters Score -2.047396e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151980 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20474002.000000 Penalty: 5923.530762
	Iteration 33Q: 3 clusters Score -2.0474e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20474038.000000 Penalty: 5923.530762
	Iteration 34Q: 3 clusters Score -2.047404e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20474046.000000 Penalty: 5923.530762
	Iteration 35Q: 3 clusters Score -2.047405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20474064.000000 Penalty: 5923.530762
	Iteration 36Q: 3 clusters Score -2.047406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20474088.000000 Penalty: 5923.530762
	Iteration 37Q: 3 clusters Score -2.047409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20474096.000000 Penalty: 5923.530762
	Iteration 38Q: 3 clusters Score -2.04741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20474122.000000 Penalty: 5923.530762
	Iteration 39Q: 3 clusters Score -2.047412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20474120.000000 Penalty: 5923.530762
	Iteration 40F: 3 clusters Score -2.047412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20474132.000000 Penalty: 5923.530762
	Iteration 41Q: 3 clusters Score -2.047413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20474140.000000 Penalty: 5923.530762
	Iteration 42Q: 3 clusters Score -2.047414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152328 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20474158.000000 Penalty: 5923.530762
	Iteration 43Q: 3 clusters Score -2.047416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20474138.000000 Penalty: 5923.530762
	Iteration 44Q: 3 clusters Score -2.047414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20474156.000000 Penalty: 5923.530762
	Iteration 45Q: 3 clusters Score -2.047416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152371 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20474172.000000 Penalty: 5923.530762
	Iteration 46Q: 3 clusters Score -2.047417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152381 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20474176.000000 Penalty: 5923.530762
	Iteration 47Q: 3 clusters Score -2.047418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152384 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20474192.000000 Penalty: 5923.530762
	Iteration 48Q: 3 clusters Score -2.047419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20474188.000000 Penalty: 5923.530762
	Iteration 49Q: 3 clusters Score -2.047419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20474184.000000 Penalty: 5923.530762
	Iteration 50Q: 3 clusters Score -2.047418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20474202.000000 Penalty: 5923.530762
	Iteration 51Q: 3 clusters Score -2.04742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20474196.000000 Penalty: 5923.530762
	Iteration 52Q: 3 clusters Score -2.04742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20474196.000000 Penalty: 5923.530762
	Iteration 53F: 3 clusters Score -2.04742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Entering Unmasked Estep 
Score: -6610673.500000 Penalty: 2688.915283
	Iteration 0F: 2 clusters Score -6610674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6576117.000000 Penalty: 5377.830566
	Iteration 0F: 3 clusters Score -6576117 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6589120.000000 Penalty: 5377.830566
	Iteration 1F: 3 clusters Score -6589120 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -6589636.500000 Penalty: 5377.830566
	Iteration 2Q: 3 clusters Score -6589636 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -6590183.000000 Penalty: 5377.830566
	Iteration 3Q: 3 clusters Score -6590183 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6590793.500000 Penalty: 5377.830566
	Iteration 4Q: 3 clusters Score -6590794 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6591502.500000 Penalty: 5377.830566
	Iteration 5Q: 3 clusters Score -6591502 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -6592536.000000 Penalty: 5377.830566
	Iteration 6Q: 3 clusters Score -6592536 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6593920.000000 Penalty: 5377.830566
	Iteration 7Q: 3 clusters Score -6593920 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -6595582.000000 Penalty: 5377.830566
	Iteration 8F: 3 clusters Score -6595582 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -6597349.500000 Penalty: 5377.830566
	Iteration 9F: 3 clusters Score -6597350 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -6599028.500000 Penalty: 5377.830566
	Iteration 10F: 3 clusters Score -6599028 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -6600338.500000 Penalty: 5377.830566
	Iteration 11Q: 3 clusters Score -6600338 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6601188.500000 Penalty: 5377.830566
	Iteration 12Q: 3 clusters Score -6601188 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6601773.000000 Penalty: 5377.830566
	Iteration 13Q: 3 clusters Score -6601773 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -6602216.000000 Penalty: 5377.830566
	Iteration 14Q: 3 clusters Score -6602216 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -6602525.500000 Penalty: 5377.830566
	Iteration 15Q: 3 clusters Score -6602526 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -6602799.500000 Penalty: 5377.830566
	Iteration 16Q: 3 clusters Score -6602800 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -6603013.500000 Penalty: 5377.830566
	Iteration 17Q: 3 clusters Score -6603014 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6603174.000000 Penalty: 5377.830566
	Iteration 18Q: 3 clusters Score -6603174 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -6603388.000000 Penalty: 5377.830566
	Iteration 19Q: 3 clusters Score -6603388 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -6603592.500000 Penalty: 5377.830566
	Iteration 20F: 3 clusters Score -6603592 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6603788.500000 Penalty: 5377.830566
	Iteration 21Q: 3 clusters Score -6603788 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6604050.000000 Penalty: 5377.830566
	Iteration 22Q: 3 clusters Score -6604050 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -6604309.500000 Penalty: 5377.830566
	Iteration 23Q: 3 clusters Score -6604310 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6604498.000000 Penalty: 5377.830566
	Iteration 24Q: 3 clusters Score -6604498 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -6604703.500000 Penalty: 5377.830566
	Iteration 25Q: 3 clusters Score -6604704 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6604912.000000 Penalty: 5377.830566
	Iteration 26Q: 3 clusters Score -6604912 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6605096.000000 Penalty: 5377.830566
	Iteration 27Q: 3 clusters Score -6605096 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -6605283.500000 Penalty: 5377.830566
	Iteration 28Q: 3 clusters Score -6605284 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -6605559.500000 Penalty: 5377.830566
	Iteration 29Q: 3 clusters Score -6605560 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6605738.500000 Penalty: 5377.830566
	Iteration 30Q: 3 clusters Score -6605738 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -6605943.000000 Penalty: 5377.830566
	Iteration 31Q: 3 clusters Score -6605943 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -6606144.500000 Penalty: 5377.830566
	Iteration 32Q: 3 clusters Score -6606144 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -6606327.000000 Penalty: 5377.830566
	Iteration 33Q: 3 clusters Score -6606327 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -6606514.500000 Penalty: 5377.830566
	Iteration 34Q: 3 clusters Score -6606514 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -6606666.500000 Penalty: 5377.830566
	Iteration 35Q: 3 clusters Score -6606666 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -6606824.500000 Penalty: 5377.830566
	Iteration 36Q: 3 clusters Score -6606824 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6606951.000000 Penalty: 5377.830566
	Iteration 37Q: 3 clusters Score -6606951 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -6607120.000000 Penalty: 5377.830566
	Iteration 38Q: 3 clusters Score -6607120 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6607259.000000 Penalty: 5377.830566
	Iteration 39Q: 3 clusters Score -6607259 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6607383.500000 Penalty: 5377.830566
	Iteration 40F: 3 clusters Score -6607384 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -6607485.500000 Penalty: 5377.830566
	Iteration 41Q: 3 clusters Score -6607486 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -6607588.000000 Penalty: 5377.830566
	Iteration 42Q: 3 clusters Score -6607588 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6607658.500000 Penalty: 5377.830566
	Iteration 43Q: 3 clusters Score -6607658 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -6607768.000000 Penalty: 5377.830566
	Iteration 44Q: 3 clusters Score -6607768 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -6607861.000000 Penalty: 5377.830566
	Iteration 45Q: 3 clusters Score -6607861 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -6607910.000000 Penalty: 5377.830566
	Iteration 46Q: 3 clusters Score -6607910 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -6607960.500000 Penalty: 5377.830566
	Iteration 47Q: 3 clusters Score -6607960 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6608013.500000 Penalty: 5377.830566
	Iteration 48Q: 3 clusters Score -6608014 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6608053.500000 Penalty: 5377.830566
	Iteration 49Q: 3 clusters Score -6608054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6608078.500000 Penalty: 5377.830566
	Iteration 50Q: 3 clusters Score -6608078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6608105.500000 Penalty: 5377.830566
	Iteration 51Q: 3 clusters Score -6608106 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6608137.000000 Penalty: 5377.830566
	Iteration 52Q: 3 clusters Score -6608137 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6608172.500000 Penalty: 5377.830566
	Iteration 53Q: 3 clusters Score -6608172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6608201.000000 Penalty: 5377.830566
	Iteration 54Q: 3 clusters Score -6608201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6608224.000000 Penalty: 5377.830566
	Iteration 55Q: 3 clusters Score -6608224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6608237.500000 Penalty: 5377.830566
	Iteration 56Q: 3 clusters Score -6608238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -6608259.000000 Penalty: 5377.830566
	Iteration 57Q: 3 clusters Score -6608259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6608263.000000 Penalty: 5377.830566
	Iteration 58Q: 3 clusters Score -6608263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6608282.000000 Penalty: 5377.830566
	Iteration 59Q: 3 clusters Score -6608282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6608282.500000 Penalty: 5377.830566
	Iteration 60F: 3 clusters Score -6608282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6608298.500000 Penalty: 5377.830566
	Iteration 61Q: 3 clusters Score -6608298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6608297.500000 Penalty: 5377.830566
	Iteration 62Q: 3 clusters Score -6608298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6608306.000000 Penalty: 5377.830566
	Iteration 63Q: 3 clusters Score -6608306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -6608312.000000 Penalty: 5377.830566
	Iteration 64Q: 3 clusters Score -6608312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6608333.500000 Penalty: 5377.830566
	Iteration 65Q: 3 clusters Score -6608334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -6608344.000000 Penalty: 5377.830566
	Iteration 66Q: 3 clusters Score -6608344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -6608355.500000 Penalty: 5377.830566
	Iteration 67Q: 3 clusters Score -6608356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6608367.500000 Penalty: 5377.830566
	Iteration 68Q: 3 clusters Score -6608368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6608377.000000 Penalty: 5377.830566
	Iteration 69Q: 3 clusters Score -6608377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6608371.500000 Penalty: 5377.830566
	Iteration 70Q: 3 clusters Score -6608372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -6608386.000000 Penalty: 5377.830566
	Iteration 71Q: 3 clusters Score -6608386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -6608384.500000 Penalty: 5377.830566
	Iteration 72Q: 3 clusters Score -6608384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6608400.000000 Penalty: 5377.830566
	Iteration 73Q: 3 clusters Score -6608400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -6608420.000000 Penalty: 5377.830566
	Iteration 74Q: 3 clusters Score -6608420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6608425.000000 Penalty: 5377.830566
	Iteration 75Q: 3 clusters Score -6608425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -6608435.500000 Penalty: 5377.830566
	Iteration 76Q: 3 clusters Score -6608436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6608450.500000 Penalty: 5377.830566
	Iteration 77Q: 3 clusters Score -6608450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -6608456.000000 Penalty: 5377.830566
	Iteration 78Q: 3 clusters Score -6608456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -6608460.500000 Penalty: 5377.830566
	Iteration 79Q: 3 clusters Score -6608460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -6608466.000000 Penalty: 5377.830566
	Iteration 80F: 3 clusters Score -6608466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -6608469.000000 Penalty: 5377.830566
	Iteration 81Q: 3 clusters Score -6608469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6608484.500000 Penalty: 5377.830566
	Iteration 82Q: 3 clusters Score -6608484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6608477.500000 Penalty: 5377.830566
	Iteration 83Q: 3 clusters Score -6608478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6608479.500000 Penalty: 5377.830566
	Iteration 84Q: 3 clusters Score -6608480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6608488.000000 Penalty: 5377.830566
	Iteration 85Q: 3 clusters Score -6608488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -6608493.000000 Penalty: 5377.830566
	Iteration 86Q: 3 clusters Score -6608493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6608495.000000 Penalty: 5377.830566
	Iteration 87Q: 3 clusters Score -6608495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6608488.000000 Penalty: 5377.830566
	Iteration 88Q: 3 clusters Score -6608488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6608497.000000 Penalty: 5377.830566
	Iteration 89Q: 3 clusters Score -6608497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6608490.500000 Penalty: 5377.830566
	Iteration 90Q: 3 clusters Score -6608490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6608487.500000 Penalty: 5377.830566
	Iteration 91Q: 3 clusters Score -6608488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6608488.000000 Penalty: 5377.830566
	Iteration 92Q: 3 clusters Score -6608488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -6608488.500000 Penalty: 5377.830566
	Iteration 93Q: 3 clusters Score -6608488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -6608481.500000 Penalty: 5377.830566
	Iteration 94Q: 3 clusters Score -6608482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6608494.000000 Penalty: 5377.830566
	Iteration 95Q: 3 clusters Score -6608494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -6608496.000000 Penalty: 5377.830566
	Iteration 96Q: 3 clusters Score -6608496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -6608495.000000 Penalty: 5377.830566
	Iteration 97Q: 3 clusters Score -6608495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6608492.500000 Penalty: 5377.830566
	Iteration 98Q: 3 clusters Score -6608492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -6608493.500000 Penalty: 5377.830566
	Iteration 99Q: 3 clusters Score -6608494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6608500.000000 Penalty: 5377.830566
	Iteration 100F: 3 clusters Score -6608500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -6608498.000000 Penalty: 5377.830566
	Iteration 101Q: 3 clusters Score -6608498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6608503.500000 Penalty: 5377.830566
	Iteration 102Q: 3 clusters Score -6608504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6608496.500000 Penalty: 5377.830566
	Iteration 103Q: 3 clusters Score -6608496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6608501.000000 Penalty: 5377.830566
	Iteration 104Q: 3 clusters Score -6608501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6608504.000000 Penalty: 5377.830566
	Iteration 105Q: 3 clusters Score -6608504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6608500.500000 Penalty: 5377.830566
	Iteration 106Q: 3 clusters Score -6608500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -6608509.500000 Penalty: 5377.830566
	Iteration 107Q: 3 clusters Score -6608510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6608500.000000 Penalty: 5377.830566
	Iteration 108Q: 3 clusters Score -6608500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -6608501.500000 Penalty: 5377.830566
	Iteration 109Q: 3 clusters Score -6608502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6608503.500000 Penalty: 5377.830566
	Iteration 110Q: 3 clusters Score -6608504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6608501.500000 Penalty: 5377.830566
	Iteration 111Q: 3 clusters Score -6608502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6608497.000000 Penalty: 5377.830566
	Iteration 112Q: 3 clusters Score -6608497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6608497.000000 Penalty: 5377.830566
	Iteration 113F: 3 clusters Score -6608497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Entering Unmasked Estep 
Score: -3116785.750000 Penalty: 2506.606689
	Iteration 0F: 2 clusters Score -3116786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3099796.000000 Penalty: 5013.213379
	Iteration 0F: 3 clusters Score -3099796 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3106026.000000 Penalty: 5013.213379
	Iteration 1F: 3 clusters Score -3106026 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3107071.000000 Penalty: 5013.213379
	Iteration 2F: 3 clusters Score -3107071 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3108320.250000 Penalty: 5013.213379
	Iteration 3F: 3 clusters Score -3108320 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3109730.000000 Penalty: 5013.213379
	Iteration 4F: 3 clusters Score -3109730 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3111083.000000 Penalty: 5013.213379
	Iteration 5F: 3 clusters Score -3111083 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3112000.000000 Penalty: 5013.213379
	Iteration 6F: 3 clusters Score -3112000 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3112464.250000 Penalty: 5013.213379
	Iteration 7Q: 3 clusters Score -3112464 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3112734.750000 Penalty: 5013.213379
	Iteration 8Q: 3 clusters Score -3112735 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3112871.500000 Penalty: 5013.213379
	Iteration 9Q: 3 clusters Score -3112872 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3112984.000000 Penalty: 5013.213379
	Iteration 10Q: 3 clusters Score -3112984 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3113052.500000 Penalty: 5013.213379
	Iteration 11Q: 3 clusters Score -3113052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3113105.750000 Penalty: 5013.213379
	Iteration 12Q: 3 clusters Score -3113106 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3113182.500000 Penalty: 5013.213379
	Iteration 13Q: 3 clusters Score -3113182 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3113265.000000 Penalty: 5013.213379
	Iteration 14Q: 3 clusters Score -3113265 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3113350.500000 Penalty: 5013.213379
	Iteration 15Q: 3 clusters Score -3113350 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3113437.500000 Penalty: 5013.213379
	Iteration 16Q: 3 clusters Score -3113438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3113514.500000 Penalty: 5013.213379
	Iteration 17Q: 3 clusters Score -3113514 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3113608.500000 Penalty: 5013.213379
	Iteration 18Q: 3 clusters Score -3113608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3113713.250000 Penalty: 5013.213379
	Iteration 19Q: 3 clusters Score -3113713 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3113849.750000 Penalty: 5013.213379
	Iteration 20F: 3 clusters Score -3113850 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3113971.000000 Penalty: 5013.213379
	Iteration 21Q: 3 clusters Score -3113971 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3114071.250000 Penalty: 5013.213379
	Iteration 22Q: 3 clusters Score -3114071 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3114166.250000 Penalty: 5013.213379
	Iteration 23Q: 3 clusters Score -3114166 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3114253.500000 Penalty: 5013.213379
	Iteration 24Q: 3 clusters Score -3114254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3114324.250000 Penalty: 5013.213379
	Iteration 25Q: 3 clusters Score -3114324 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3114381.250000 Penalty: 5013.213379
	Iteration 26Q: 3 clusters Score -3114381 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3114465.250000 Penalty: 5013.213379
	Iteration 27Q: 3 clusters Score -3114465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3114520.000000 Penalty: 5013.213379
	Iteration 28Q: 3 clusters Score -3114520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3114564.750000 Penalty: 5013.213379
	Iteration 29Q: 3 clusters Score -3114565 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3114629.500000 Penalty: 5013.213379
	Iteration 30Q: 3 clusters Score -3114630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3114671.250000 Penalty: 5013.213379
	Iteration 31Q: 3 clusters Score -3114671 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3114692.500000 Penalty: 5013.213379
	Iteration 32Q: 3 clusters Score -3114692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3114717.500000 Penalty: 5013.213379
	Iteration 33Q: 3 clusters Score -3114718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3114754.500000 Penalty: 5013.213379
	Iteration 34Q: 3 clusters Score -3114754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3114769.000000 Penalty: 5013.213379
	Iteration 35Q: 3 clusters Score -3114769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3114828.750000 Penalty: 5013.213379
	Iteration 36Q: 3 clusters Score -3114829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3114882.750000 Penalty: 5013.213379
	Iteration 37Q: 3 clusters Score -3114883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3114911.500000 Penalty: 5013.213379
	Iteration 38Q: 3 clusters Score -3114912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3114921.000000 Penalty: 5013.213379
	Iteration 39Q: 3 clusters Score -3114921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3114942.500000 Penalty: 5013.213379
	Iteration 40F: 3 clusters Score -3114942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3114969.750000 Penalty: 5013.213379
	Iteration 41Q: 3 clusters Score -3114970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3114992.250000 Penalty: 5013.213379
	Iteration 42Q: 3 clusters Score -3114992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3115010.500000 Penalty: 5013.213379
	Iteration 43Q: 3 clusters Score -3115010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3115025.000000 Penalty: 5013.213379
	Iteration 44Q: 3 clusters Score -3115025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3115035.500000 Penalty: 5013.213379
	Iteration 45Q: 3 clusters Score -3115036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3115042.500000 Penalty: 5013.213379
	Iteration 46Q: 3 clusters Score -3115042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3115055.750000 Penalty: 5013.213379
	Iteration 47Q: 3 clusters Score -3115056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3115072.250000 Penalty: 5013.213379
	Iteration 48Q: 3 clusters Score -3115072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3115089.000000 Penalty: 5013.213379
	Iteration 49Q: 3 clusters Score -3115089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3115099.250000 Penalty: 5013.213379
	Iteration 50Q: 3 clusters Score -3115099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3115102.500000 Penalty: 5013.213379
	Iteration 51Q: 3 clusters Score -3115102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3115109.750000 Penalty: 5013.213379
	Iteration 52Q: 3 clusters Score -3115110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3115109.500000 Penalty: 5013.213379
	Iteration 53Q: 3 clusters Score -3115110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3115107.250000 Penalty: 5013.213379
	Iteration 54Q: 3 clusters Score -3115107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3115109.500000 Penalty: 5013.213379
	Iteration 55Q: 3 clusters Score -3115110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3115108.000000 Penalty: 5013.213379
	Iteration 56Q: 3 clusters Score -3115108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3115109.250000 Penalty: 5013.213379
	Iteration 57Q: 3 clusters Score -3115109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3115120.000000 Penalty: 5013.213379
	Iteration 58Q: 3 clusters Score -3115120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3115121.250000 Penalty: 5013.213379
	Iteration 59Q: 3 clusters Score -3115121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3115126.250000 Penalty: 5013.213379
	Iteration 60F: 3 clusters Score -3115126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3115127.500000 Penalty: 5013.213379
	Iteration 61Q: 3 clusters Score -3115128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3115123.000000 Penalty: 5013.213379
	Iteration 62Q: 3 clusters Score -3115123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3115124.250000 Penalty: 5013.213379
	Iteration 63Q: 3 clusters Score -3115124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3115133.000000 Penalty: 5013.213379
	Iteration 64Q: 3 clusters Score -3115133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3115124.500000 Penalty: 5013.213379
	Iteration 65Q: 3 clusters Score -3115124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3115124.250000 Penalty: 5013.213379
	Iteration 66Q: 3 clusters Score -3115124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3115125.750000 Penalty: 5013.213379
	Iteration 67Q: 3 clusters Score -3115126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3115132.500000 Penalty: 5013.213379
	Iteration 68Q: 3 clusters Score -3115132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3115127.750000 Penalty: 5013.213379
	Iteration 69Q: 3 clusters Score -3115128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3115127.750000 Penalty: 5013.213379
	Iteration 70F: 3 clusters Score -3115128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218327 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48094 members 
Mstep: Class 5 contains 133856 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 121428 members 
Mstep: Class 10 contains 104112 members 
Mstep: Class 11 contains 70215 members 
Mstep: Class 12 contains 96823 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2563 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 18 contains 153676 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 24521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268208.000000 Penalty: 61823.992188
Iteration 79Q: 19 clusters Score -1.352682e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218236 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48078 members 
Mstep: Class 5 contains 133872 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 121407 members 
Mstep: Class 10 contains 104097 members 
Mstep: Class 11 contains 70250 members 
Mstep: Class 12 contains 96864 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 18 contains 153675 members 
Mstep: Class 19 contains 51197 members 
Mstep: Class 20 contains 24525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -1.352681e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218164 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48047 members 
Mstep: Class 5 contains 133902 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 121380 members 
Mstep: Class 10 contains 104081 members 
Mstep: Class 11 contains 70290 members 
Mstep: Class 12 contains 96899 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 18 contains 153670 members 
Mstep: Class 19 contains 51244 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 19 clusters Score -1.352682e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218099 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48027 members 
Mstep: Class 5 contains 133938 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 121370 members 
Mstep: Class 10 contains 104060 members 
Mstep: Class 11 contains 70322 members 
Mstep: Class 12 contains 96921 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 18 contains 153647 members 
Mstep: Class 19 contains 51287 members 
Mstep: Class 20 contains 24528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 19 clusters Score -1.352683e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 218032 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 48008 members 
Mstep: Class 5 contains 133962 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 121369 members 
Mstep: Class 10 contains 104047 members 
Mstep: Class 11 contains 70356 members 
Mstep: Class 12 contains 96940 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 18 contains 153638 members 
Mstep: Class 19 contains 51312 members 
Mstep: Class 20 contains 24526 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -1.352683e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217987 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47991 members 
Mstep: Class 5 contains 133979 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 121380 members 
Mstep: Class 10 contains 104033 members 
Mstep: Class 11 contains 70378 members 
Mstep: Class 12 contains 96959 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2601 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 18 contains 153627 members 
Mstep: Class 19 contains 51330 members 
Mstep: Class 20 contains 24523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 19 clusters Score -1.352682e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217943 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 134006 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 121378 members 
Mstep: Class 10 contains 104025 members 
Mstep: Class 11 contains 70387 members 
Mstep: Class 12 contains 96972 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 18 contains 153613 members 
Mstep: Class 19 contains 51350 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 19 clusters Score -1.352684e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217922 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47966 members 
Mstep: Class 5 contains 134025 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 121366 members 
Mstep: Class 10 contains 104011 members 
Mstep: Class 11 contains 70400 members 
Mstep: Class 12 contains 96980 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 18 contains 153602 members 
Mstep: Class 19 contains 51375 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -1.352684e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217898 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47947 members 
Mstep: Class 5 contains 134048 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 121365 members 
Mstep: Class 10 contains 103997 members 
Mstep: Class 11 contains 70412 members 
Mstep: Class 12 contains 96980 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 18 contains 153592 members 
Mstep: Class 19 contains 51410 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268432.000000 Penalty: 61823.992188
Iteration 87Q: 19 clusters Score -1.352684e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217900 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47925 members 
Mstep: Class 5 contains 134057 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 121358 members 
Mstep: Class 10 contains 103979 members 
Mstep: Class 11 contains 70425 members 
Mstep: Class 12 contains 96983 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2627 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 18 contains 153574 members 
Mstep: Class 19 contains 51449 members 
Mstep: Class 20 contains 24528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268432.000000 Penalty: 61823.992188
Iteration 88Q: 19 clusters Score -1.352684e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217878 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47900 members 
Mstep: Class 5 contains 134063 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 121365 members 
Mstep: Class 10 contains 103971 members 
Mstep: Class 11 contains 70438 members 
Mstep: Class 12 contains 96999 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 18 contains 153551 members 
Mstep: Class 19 contains 51491 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268576.000000 Penalty: 61823.992188
Iteration 89Q: 19 clusters Score -1.352686e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217858 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47878 members 
Mstep: Class 5 contains 134061 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 121364 members 
Mstep: Class 10 contains 103962 members 
Mstep: Class 11 contains 70448 members 
Mstep: Class 12 contains 97012 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 18 contains 153543 members 
Mstep: Class 19 contains 51531 members 
Mstep: Class 20 contains 24527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 19 clusters Score -1.352686e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217828 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47853 members 
Mstep: Class 5 contains 134067 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 121362 members 
Mstep: Class 10 contains 103949 members 
Mstep: Class 11 contains 70463 members 
Mstep: Class 12 contains 97026 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 18 contains 153538 members 
Mstep: Class 19 contains 51570 members 
Mstep: Class 20 contains 24523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 19 clusters Score -1.352685e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217801 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47833 members 
Mstep: Class 5 contains 134079 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 121364 members 
Mstep: Class 10 contains 103940 members 
Mstep: Class 11 contains 70473 members 
Mstep: Class 12 contains 97035 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 18 contains 153525 members 
Mstep: Class 19 contains 51602 members 
Mstep: Class 20 contains 24521 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 19 clusters Score -1.352686e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217762 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47819 members 
Mstep: Class 5 contains 134083 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 121363 members 
Mstep: Class 10 contains 103930 members 
Mstep: Class 11 contains 70493 members 
Mstep: Class 12 contains 97044 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 18 contains 153523 members 
Mstep: Class 19 contains 51639 members 
Mstep: Class 20 contains 24516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268576.000000 Penalty: 61823.992188
Iteration 93Q: 19 clusters Score -1.352686e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217727 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47808 members 
Mstep: Class 5 contains 134100 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 121366 members 
Mstep: Class 10 contains 103917 members 
Mstep: Class 11 contains 70505 members 
Mstep: Class 12 contains 97043 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 18 contains 153523 members 
Mstep: Class 19 contains 51672 members 
Mstep: Class 20 contains 24510 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 19 clusters Score -1.352687e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217706 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47797 members 
Mstep: Class 5 contains 134114 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 121365 members 
Mstep: Class 10 contains 103898 members 
Mstep: Class 11 contains 70516 members 
Mstep: Class 12 contains 97044 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 18 contains 153519 members 
Mstep: Class 19 contains 51706 members 
Mstep: Class 20 contains 24507 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -1.352688e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217662 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47787 members 
Mstep: Class 5 contains 134125 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 121363 members 
Mstep: Class 10 contains 103888 members 
Mstep: Class 11 contains 70527 members 
Mstep: Class 12 contains 97052 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 18 contains 153511 members 
Mstep: Class 19 contains 51745 members 
Mstep: Class 20 contains 24508 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -1.352688e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217613 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47776 members 
Mstep: Class 5 contains 134148 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 121353 members 
Mstep: Class 10 contains 103883 members 
Mstep: Class 11 contains 70537 members 
Mstep: Class 12 contains 97053 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 18 contains 153520 members 
Mstep: Class 19 contains 51776 members 
Mstep: Class 20 contains 24502 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -1.352691e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217563 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47766 members 
Mstep: Class 5 contains 134161 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 121351 members 
Mstep: Class 10 contains 103873 members 
Mstep: Class 11 contains 70548 members 
Mstep: Class 12 contains 97059 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 18 contains 153537 members 
Mstep: Class 19 contains 51806 members 
Mstep: Class 20 contains 24499 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -1.35269e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217529 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47757 members 
Mstep: Class 5 contains 134172 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121350 members 
Mstep: Class 10 contains 103859 members 
Mstep: Class 11 contains 70556 members 
Mstep: Class 12 contains 97073 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 18 contains 153548 members 
Mstep: Class 19 contains 51819 members 
Mstep: Class 20 contains 24500 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -1.35269e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217498 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47746 members 
Mstep: Class 5 contains 134194 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 121344 members 
Mstep: Class 10 contains 103849 members 
Mstep: Class 11 contains 70575 members 
Mstep: Class 12 contains 97078 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153556 members 
Mstep: Class 19 contains 51833 members 
Mstep: Class 20 contains 24492 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -1.35269e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217470 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47728 members 
Mstep: Class 5 contains 134206 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121341 members 
Mstep: Class 10 contains 103837 members 
Mstep: Class 11 contains 70592 members 
Mstep: Class 12 contains 97092 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153557 members 
Mstep: Class 19 contains 51852 members 
Mstep: Class 20 contains 24489 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -1.352691e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217444 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47715 members 
Mstep: Class 5 contains 134215 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 121343 members 
Mstep: Class 10 contains 103825 members 
Mstep: Class 11 contains 70608 members 
Mstep: Class 12 contains 97100 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153557 members 
Mstep: Class 19 contains 51870 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -1.35269e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217437 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47697 members 
Mstep: Class 5 contains 134227 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121344 members 
Mstep: Class 10 contains 103807 members 
Mstep: Class 11 contains 70619 members 
Mstep: Class 12 contains 97112 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153545 members 
Mstep: Class 19 contains 51887 members 
Mstep: Class 20 contains 24489 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -1.352691e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217430 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47688 members 
Mstep: Class 5 contains 134226 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 121351 members 
Mstep: Class 10 contains 103778 members 
Mstep: Class 11 contains 70632 members 
Mstep: Class 12 contains 97120 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153541 members 
Mstep: Class 19 contains 51909 members 
Mstep: Class 20 contains 24489 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -1.352691e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217402 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 134232 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 121351 members 
Mstep: Class 10 contains 103762 members 
Mstep: Class 11 contains 70642 members 
Mstep: Class 12 contains 97126 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2634 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153548 members 
Mstep: Class 19 contains 51931 members 
Mstep: Class 20 contains 24489 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -1.352692e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217400 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 134235 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103750 members 
Mstep: Class 11 contains 70648 members 
Mstep: Class 12 contains 97136 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153551 members 
Mstep: Class 19 contains 51941 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -1.352693e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217393 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47671 members 
Mstep: Class 5 contains 134235 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121336 members 
Mstep: Class 10 contains 103740 members 
Mstep: Class 11 contains 70653 members 
Mstep: Class 12 contains 97138 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153556 members 
Mstep: Class 19 contains 51952 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 19 clusters Score -1.352693e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217384 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47666 members 
Mstep: Class 5 contains 134237 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121341 members 
Mstep: Class 10 contains 103724 members 
Mstep: Class 11 contains 70660 members 
Mstep: Class 12 contains 97147 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153556 members 
Mstep: Class 19 contains 51960 members 
Mstep: Class 20 contains 24487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269248.000000 Penalty: 61823.992188
Iteration 108Q: 19 clusters Score -1.352692e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217364 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47662 members 
Mstep: Class 5 contains 134243 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121338 members 
Mstep: Class 10 contains 103717 members 
Mstep: Class 11 contains 70664 members 
Mstep: Class 12 contains 97153 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153558 members 
Mstep: Class 19 contains 51974 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 19 clusters Score -1.352693e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217351 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47660 members 
Mstep: Class 5 contains 134243 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121333 members 
Mstep: Class 10 contains 103709 members 
Mstep: Class 11 contains 70667 members 
Mstep: Class 12 contains 97161 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153564 members 
Mstep: Class 19 contains 51985 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -1.352693e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217334 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47657 members 
Mstep: Class 5 contains 134252 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121330 members 
Mstep: Class 10 contains 103700 members 
Mstep: Class 11 contains 70671 members 
Mstep: Class 12 contains 97166 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153567 members 
Mstep: Class 19 contains 51996 members 
Mstep: Class 20 contains 24487 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 19 clusters Score -1.352693e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217320 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47647 members 
Mstep: Class 5 contains 134259 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121328 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 70678 members 
Mstep: Class 12 contains 97167 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153566 members 
Mstep: Class 19 contains 52011 members 
Mstep: Class 20 contains 24488 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -1.352692e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217308 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47641 members 
Mstep: Class 5 contains 134259 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121326 members 
Mstep: Class 10 contains 103686 members 
Mstep: Class 11 contains 70680 members 
Mstep: Class 12 contains 97171 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153570 members 
Mstep: Class 19 contains 52029 members 
Mstep: Class 20 contains 24487 members 
Entering Unmasked Estep 
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Iteration 113Q: 19 clusters Score -1.352692e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217299 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47641 members 
Mstep: Class 5 contains 134264 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121325 members 
Mstep: Class 10 contains 103677 members 
Mstep: Class 11 contains 70686 members 
Mstep: Class 12 contains 97176 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153564 members 
Mstep: Class 19 contains 52040 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -1.352691e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217287 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47630 members 
Mstep: Class 5 contains 134264 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121323 members 
Mstep: Class 10 contains 103675 members 
Mstep: Class 11 contains 70695 members 
Mstep: Class 12 contains 97180 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153570 members 
Mstep: Class 19 contains 52049 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
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Iteration 115Q: 19 clusters Score -1.352692e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217272 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47622 members 
Mstep: Class 5 contains 134265 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121327 members 
Mstep: Class 10 contains 103675 members 
Mstep: Class 11 contains 70703 members 
Mstep: Class 12 contains 97184 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153567 members 
Mstep: Class 19 contains 52057 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
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Iteration 116Q: 19 clusters Score -1.352693e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217256 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134262 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121326 members 
Mstep: Class 10 contains 103671 members 
Mstep: Class 11 contains 70707 members 
Mstep: Class 12 contains 97188 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153577 members 
Mstep: Class 19 contains 52063 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
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Iteration 117Q: 19 clusters Score -1.352693e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217246 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134258 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121327 members 
Mstep: Class 10 contains 103668 members 
Mstep: Class 11 contains 70714 members 
Mstep: Class 12 contains 97187 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153576 members 
Mstep: Class 19 contains 52073 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
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Iteration 118Q: 19 clusters Score -1.352693e+08 nChanged 46
Entering ConstructFrom: 
Score: -135269280.000000 Penalty: 61823.992188
Entering ConstructFrom: 
Trying to split cluster 1 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -110453.390625 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -110453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108642.343750 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -108642.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109035.578125 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -109035.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109199.789062 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -109199.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -109366.250000 Penalty: 3388.648926
	Iteration 3F: 3 clusters Score -109366.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109557.375000 Penalty: 3388.648926
	Iteration 4F: 3 clusters Score -109557.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109881.546875 Penalty: 3388.648926
	Iteration 5F: 3 clusters Score -109881.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110246.578125 Penalty: 3388.648926
	Iteration 6F: 3 clusters Score -110246.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110820.515625 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -110820.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110911.164062 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -110911.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110972.414062 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -110972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -111029.773438 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -111029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111057.554688 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -111057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -111077.101562 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -111077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111088.843750 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -111088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111097.125000 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -111097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111103.359375 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -111103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111118.437500 Penalty: 3388.648926
	Iteration 16F: 3 clusters Score -111118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -111233.054688 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -111233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111243.921875 Penalty: 3388.648926
	Iteration 18Q: 3 clusters Score -111243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -111252.710938 Penalty: 3388.648926
	Iteration 19Q: 3 clusters Score -111252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -111253.906250 Penalty: 3388.648926
	Iteration 20F: 3 clusters Score -111253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111256.804688 Penalty: 3388.648926
	Iteration 21Q: 3 clusters Score -111256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111256.804688 Penalty: 3388.648926
	Iteration 22F: 3 clusters Score -111256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134258 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121329 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97192 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 18 contains 153574 members 
Mstep: Class 19 contains 52080 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
Score: -135268192.000000 Penalty: 65258.660156
Splitting cluster 1 changes total score from -135269280.000000 to -135268192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Entering Unmasked Estep 
Score: -28802130.000000 Penalty: 3047.605225
	Iteration 0F: 2 clusters Score -2.880213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 108485 members 
Entering Unmasked Estep 
Score: -28666420.000000 Penalty: 6095.210449
	Iteration 0F: 3 clusters Score -2.866642e+07 nChanged 104799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -28727318.000000 Penalty: 6095.210449
	Iteration 1F: 3 clusters Score -2.872732e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -28728080.000000 Penalty: 6095.210449
	Iteration 2Q: 3 clusters Score -2.872808e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -28729010.000000 Penalty: 6095.210449
	Iteration 3Q: 3 clusters Score -2.872901e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -28730070.000000 Penalty: 6095.210449
	Iteration 4Q: 3 clusters Score -2.873007e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -28732094.000000 Penalty: 6095.210449
	Iteration 5Q: 3 clusters Score -2.873209e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -28735648.000000 Penalty: 6095.210449
	Iteration 6Q: 3 clusters Score -2.873565e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -28741104.000000 Penalty: 6095.210449
	Iteration 7F: 3 clusters Score -2.87411e+07 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -28750630.000000 Penalty: 6095.210449
	Iteration 8F: 3 clusters Score -2.875063e+07 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -28762862.000000 Penalty: 6095.210449
	Iteration 9F: 3 clusters Score -2.876286e+07 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166934 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -28775736.000000 Penalty: 6095.210449
	Iteration 10F: 3 clusters Score -2.877574e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173453 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -28785316.000000 Penalty: 6095.210449
	Iteration 11F: 3 clusters Score -2.878532e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177665 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -28790636.000000 Penalty: 6095.210449
	Iteration 12Q: 3 clusters Score -2.879064e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -28793536.000000 Penalty: 6095.210449
	Iteration 13Q: 3 clusters Score -2.879354e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184410 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -28795872.000000 Penalty: 6095.210449
	Iteration 14Q: 3 clusters Score -2.879587e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -28797866.000000 Penalty: 6095.210449
	Iteration 15Q: 3 clusters Score -2.879787e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -28799424.000000 Penalty: 6095.210449
	Iteration 16Q: 3 clusters Score -2.879942e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192405 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -28800502.000000 Penalty: 6095.210449
	Iteration 17Q: 3 clusters Score -2.88005e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194503 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -28801366.000000 Penalty: 6095.210449
	Iteration 18Q: 3 clusters Score -2.880137e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196277 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -28802030.000000 Penalty: 6095.210449
	Iteration 19Q: 3 clusters Score -2.880203e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -28802482.000000 Penalty: 6095.210449
	Iteration 20F: 3 clusters Score -2.880248e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199255 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -28802724.000000 Penalty: 6095.210449
	Iteration 21Q: 3 clusters Score -2.880272e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200541 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -28802872.000000 Penalty: 6095.210449
	Iteration 22Q: 3 clusters Score -2.880287e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201689 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -28803002.000000 Penalty: 6095.210449
	Iteration 23Q: 3 clusters Score -2.8803e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202729 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -28802982.000000 Penalty: 6095.210449
	Iteration 24Q: 3 clusters Score -2.880298e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203699 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -28802866.000000 Penalty: 6095.210449
	Iteration 25Q: 3 clusters Score -2.880287e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204592 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -28802624.000000 Penalty: 6095.210449
	Iteration 26Q: 3 clusters Score -2.880262e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205425 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -28802524.000000 Penalty: 6095.210449
	Iteration 27Q: 3 clusters Score -2.880252e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206155 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -28802478.000000 Penalty: 6095.210449
	Iteration 28Q: 3 clusters Score -2.880248e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206818 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -28802330.000000 Penalty: 6095.210449
	Iteration 29Q: 3 clusters Score -2.880233e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207429 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -28802214.000000 Penalty: 6095.210449
	Iteration 30Q: 3 clusters Score -2.880221e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207999 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -28802152.000000 Penalty: 6095.210449
	Iteration 31Q: 3 clusters Score -2.880215e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208517 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -28802034.000000 Penalty: 6095.210449
	Iteration 32Q: 3 clusters Score -2.880203e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208980 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -28802012.000000 Penalty: 6095.210449
	Iteration 33Q: 3 clusters Score -2.880201e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209397 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -28801978.000000 Penalty: 6095.210449
	Iteration 34Q: 3 clusters Score -2.880198e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209783 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -28801872.000000 Penalty: 6095.210449
	Iteration 35Q: 3 clusters Score -2.880187e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210123 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -28801894.000000 Penalty: 6095.210449
	Iteration 36Q: 3 clusters Score -2.880189e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210448 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -28801770.000000 Penalty: 6095.210449
	Iteration 37Q: 3 clusters Score -2.880177e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210728 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -28801766.000000 Penalty: 6095.210449
	Iteration 38Q: 3 clusters Score -2.880177e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210998 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -28801708.000000 Penalty: 6095.210449
	Iteration 39Q: 3 clusters Score -2.880171e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211238 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -28801646.000000 Penalty: 6095.210449
	Iteration 40F: 3 clusters Score -2.880165e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211466 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -28801646.000000 Penalty: 6095.210449
	Iteration 41Q: 3 clusters Score -2.880165e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211674 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -28801594.000000 Penalty: 6095.210449
	Iteration 42Q: 3 clusters Score -2.880159e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -28801484.000000 Penalty: 6095.210449
	Iteration 43Q: 3 clusters Score -2.880148e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211972 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -28801452.000000 Penalty: 6095.210449
	Iteration 44Q: 3 clusters Score -2.880145e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212118 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -28801466.000000 Penalty: 6095.210449
	Iteration 45Q: 3 clusters Score -2.880147e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212244 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -28801440.000000 Penalty: 6095.210449
	Iteration 46Q: 3 clusters Score -2.880144e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212382 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -28801412.000000 Penalty: 6095.210449
	Iteration 47Q: 3 clusters Score -2.880141e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212520 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -28801408.000000 Penalty: 6095.210449
	Iteration 48Q: 3 clusters Score -2.880141e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212658 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -28801354.000000 Penalty: 6095.210449
	Iteration 49Q: 3 clusters Score -2.880135e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212805 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -28801284.000000 Penalty: 6095.210449
	Iteration 50Q: 3 clusters Score -2.880128e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212942 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -28801224.000000 Penalty: 6095.210449
	Iteration 51Q: 3 clusters Score -2.880122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213079 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -28801136.000000 Penalty: 6095.210449
	Iteration 52Q: 3 clusters Score -2.880114e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -28801092.000000 Penalty: 6095.210449
	Iteration 53Q: 3 clusters Score -2.880109e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213350 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -28801102.000000 Penalty: 6095.210449
	Iteration 54Q: 3 clusters Score -2.88011e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213499 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -28801028.000000 Penalty: 6095.210449
	Iteration 55Q: 3 clusters Score -2.880103e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213626 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -28801068.000000 Penalty: 6095.210449
	Iteration 56Q: 3 clusters Score -2.880107e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213739 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -28801044.000000 Penalty: 6095.210449
	Iteration 57Q: 3 clusters Score -2.880104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213847 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -28801006.000000 Penalty: 6095.210449
	Iteration 58Q: 3 clusters Score -2.880101e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213966 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -28800944.000000 Penalty: 6095.210449
	Iteration 59Q: 3 clusters Score -2.880094e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214074 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -28800902.000000 Penalty: 6095.210449
	Iteration 60F: 3 clusters Score -2.88009e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214176 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -28800890.000000 Penalty: 6095.210449
	Iteration 61Q: 3 clusters Score -2.880089e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -28800816.000000 Penalty: 6095.210449
	Iteration 62Q: 3 clusters Score -2.880082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214342 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -28800812.000000 Penalty: 6095.210449
	Iteration 63Q: 3 clusters Score -2.880081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214404 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -28800822.000000 Penalty: 6095.210449
	Iteration 64Q: 3 clusters Score -2.880082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214461 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -28800846.000000 Penalty: 6095.210449
	Iteration 65Q: 3 clusters Score -2.880085e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214523 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -28800868.000000 Penalty: 6095.210449
	Iteration 66Q: 3 clusters Score -2.880087e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214580 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -28800834.000000 Penalty: 6095.210449
	Iteration 67Q: 3 clusters Score -2.880083e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214637 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -28800844.000000 Penalty: 6095.210449
	Iteration 68Q: 3 clusters Score -2.880084e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214700 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -28800836.000000 Penalty: 6095.210449
	Iteration 69Q: 3 clusters Score -2.880084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214756 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -28800830.000000 Penalty: 6095.210449
	Iteration 70Q: 3 clusters Score -2.880083e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214802 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -28800816.000000 Penalty: 6095.210449
	Iteration 71Q: 3 clusters Score -2.880082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -28800798.000000 Penalty: 6095.210449
	Iteration 72Q: 3 clusters Score -2.88008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214852 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -28800778.000000 Penalty: 6095.210449
	Iteration 73Q: 3 clusters Score -2.880078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214874 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -28800800.000000 Penalty: 6095.210449
	Iteration 74Q: 3 clusters Score -2.88008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214904 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -28800772.000000 Penalty: 6095.210449
	Iteration 75Q: 3 clusters Score -2.880077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214929 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -28800778.000000 Penalty: 6095.210449
	Iteration 76Q: 3 clusters Score -2.880078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214960 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -28800786.000000 Penalty: 6095.210449
	Iteration 77Q: 3 clusters Score -2.880079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214979 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -28800804.000000 Penalty: 6095.210449
	Iteration 78Q: 3 clusters Score -2.88008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214991 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -28800788.000000 Penalty: 6095.210449
	Iteration 79Q: 3 clusters Score -2.880079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215002 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -28800794.000000 Penalty: 6095.210449
	Iteration 80F: 3 clusters Score -2.880079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215017 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -28800764.000000 Penalty: 6095.210449
	Iteration 81Q: 3 clusters Score -2.880076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215029 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -28800764.000000 Penalty: 6095.210449
	Iteration 82Q: 3 clusters Score -2.880076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215037 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -28800760.000000 Penalty: 6095.210449
	Iteration 83Q: 3 clusters Score -2.880076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215043 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -28800758.000000 Penalty: 6095.210449
	Iteration 84Q: 3 clusters Score -2.880076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215050 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -28800746.000000 Penalty: 6095.210449
	Iteration 85Q: 3 clusters Score -2.880075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215055 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -28800754.000000 Penalty: 6095.210449
	Iteration 86Q: 3 clusters Score -2.880075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -28800736.000000 Penalty: 6095.210449
	Iteration 87Q: 3 clusters Score -2.880074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215062 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -28800736.000000 Penalty: 6095.210449
	Iteration 88Q: 3 clusters Score -2.880074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215067 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28800726.000000 Penalty: 6095.210449
	Iteration 89Q: 3 clusters Score -2.880073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215069 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -28800730.000000 Penalty: 6095.210449
	Iteration 90Q: 3 clusters Score -2.880073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215075 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -28800742.000000 Penalty: 6095.210449
	Iteration 91Q: 3 clusters Score -2.880074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -28800746.000000 Penalty: 6095.210449
	Iteration 92Q: 3 clusters Score -2.880075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215093 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -28800746.000000 Penalty: 6095.210449
	Iteration 93Q: 3 clusters Score -2.880075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215102 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -28800746.000000 Penalty: 6095.210449
	Iteration 94Q: 3 clusters Score -2.880075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215110 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -28800710.000000 Penalty: 6095.210449
	Iteration 95Q: 3 clusters Score -2.880071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215116 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -28800720.000000 Penalty: 6095.210449
	Iteration 96Q: 3 clusters Score -2.880072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215121 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -28800718.000000 Penalty: 6095.210449
	Iteration 97Q: 3 clusters Score -2.880072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215124 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -28800714.000000 Penalty: 6095.210449
	Iteration 98Q: 3 clusters Score -2.880071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215127 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -28800718.000000 Penalty: 6095.210449
	Iteration 99Q: 3 clusters Score -2.880072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215131 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -28800724.000000 Penalty: 6095.210449
	Iteration 100F: 3 clusters Score -2.880072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215133 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -28800730.000000 Penalty: 6095.210449
	Iteration 101Q: 3 clusters Score -2.880073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215140 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -28800702.000000 Penalty: 6095.210449
	Iteration 102Q: 3 clusters Score -2.88007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215144 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -28800702.000000 Penalty: 6095.210449
	Iteration 103Q: 3 clusters Score -2.88007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215148 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28800700.000000 Penalty: 6095.210449
	Iteration 104Q: 3 clusters Score -2.88007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215152 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -28800694.000000 Penalty: 6095.210449
	Iteration 105Q: 3 clusters Score -2.880069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -28800676.000000 Penalty: 6095.210449
	Iteration 106Q: 3 clusters Score -2.880068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -28800670.000000 Penalty: 6095.210449
	Iteration 107Q: 3 clusters Score -2.880067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -28800678.000000 Penalty: 6095.210449
	Iteration 108Q: 3 clusters Score -2.880068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215166 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -28800680.000000 Penalty: 6095.210449
	Iteration 109Q: 3 clusters Score -2.880068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215168 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -28800676.000000 Penalty: 6095.210449
	Iteration 110Q: 3 clusters Score -2.880068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215174 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -28800700.000000 Penalty: 6095.210449
	Iteration 111Q: 3 clusters Score -2.88007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215177 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -28800658.000000 Penalty: 6095.210449
	Iteration 112Q: 3 clusters Score -2.880066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215179 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -28800658.000000 Penalty: 6095.210449
	Iteration 113Q: 3 clusters Score -2.880066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215184 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -28800670.000000 Penalty: 6095.210449
	Iteration 114Q: 3 clusters Score -2.880067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215192 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -28800644.000000 Penalty: 6095.210449
	Iteration 115Q: 3 clusters Score -2.880064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215197 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -28800646.000000 Penalty: 6095.210449
	Iteration 116Q: 3 clusters Score -2.880065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215204 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -28800650.000000 Penalty: 6095.210449
	Iteration 117Q: 3 clusters Score -2.880065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215211 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -28800638.000000 Penalty: 6095.210449
	Iteration 118Q: 3 clusters Score -2.880064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215218 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -28800630.000000 Penalty: 6095.210449
	Iteration 119Q: 3 clusters Score -2.880063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215221 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -28800638.000000 Penalty: 6095.210449
	Iteration 120F: 3 clusters Score -2.880064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215226 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -28800634.000000 Penalty: 6095.210449
	Iteration 121Q: 3 clusters Score -2.880063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215231 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -28800624.000000 Penalty: 6095.210449
	Iteration 122Q: 3 clusters Score -2.880062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -28800608.000000 Penalty: 6095.210449
	Iteration 123Q: 3 clusters Score -2.880061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215247 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -28800596.000000 Penalty: 6095.210449
	Iteration 124Q: 3 clusters Score -2.88006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215255 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -28800610.000000 Penalty: 6095.210449
	Iteration 125Q: 3 clusters Score -2.880061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215266 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -28800606.000000 Penalty: 6095.210449
	Iteration 126Q: 3 clusters Score -2.880061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215280 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -28800594.000000 Penalty: 6095.210449
	Iteration 127Q: 3 clusters Score -2.880059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215299 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -28800612.000000 Penalty: 6095.210449
	Iteration 128Q: 3 clusters Score -2.880061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215314 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -28800612.000000 Penalty: 6095.210449
	Iteration 129Q: 3 clusters Score -2.880061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215323 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -28800584.000000 Penalty: 6095.210449
	Iteration 130Q: 3 clusters Score -2.880058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215326 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -28800598.000000 Penalty: 6095.210449
	Iteration 131Q: 3 clusters Score -2.88006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215331 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -28800592.000000 Penalty: 6095.210449
	Iteration 132Q: 3 clusters Score -2.880059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -28800604.000000 Penalty: 6095.210449
	Iteration 133Q: 3 clusters Score -2.88006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215337 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -28800576.000000 Penalty: 6095.210449
	Iteration 134Q: 3 clusters Score -2.880058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215340 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -28800584.000000 Penalty: 6095.210449
	Iteration 135Q: 3 clusters Score -2.880058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215342 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -28800576.000000 Penalty: 6095.210449
	Iteration 136Q: 3 clusters Score -2.880058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215343 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28800564.000000 Penalty: 6095.210449
	Iteration 137Q: 3 clusters Score -2.880056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215347 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -28800568.000000 Penalty: 6095.210449
	Iteration 138Q: 3 clusters Score -2.880057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215354 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -28800590.000000 Penalty: 6095.210449
	Iteration 139Q: 3 clusters Score -2.880059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215363 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -28800562.000000 Penalty: 6095.210449
	Iteration 140F: 3 clusters Score -2.880056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -28800574.000000 Penalty: 6095.210449
	Iteration 141Q: 3 clusters Score -2.880057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -28800586.000000 Penalty: 6095.210449
	Iteration 142Q: 3 clusters Score -2.880059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215379 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -28800588.000000 Penalty: 6095.210449
	Iteration 143Q: 3 clusters Score -2.880059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215383 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -28800596.000000 Penalty: 6095.210449
	Iteration 144Q: 3 clusters Score -2.88006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215386 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -28800592.000000 Penalty: 6095.210449
	Iteration 145Q: 3 clusters Score -2.880059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215387 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -28800594.000000 Penalty: 6095.210449
	Iteration 146Q: 3 clusters Score -2.880059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215389 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -28800596.000000 Penalty: 6095.210449
	Iteration 147Q: 3 clusters Score -2.88006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215393 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -28800594.000000 Penalty: 6095.210449
	Iteration 148Q: 3 clusters Score -2.880059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215393 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -28800594.000000 Penalty: 6095.210449
	Iteration 149F: 3 clusters Score -2.880059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -80102.109375 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -80102.11 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 332 members 
Entering Unmasked Estep 
Score: -78445.742188 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -78445.74 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78910.937500 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -78910.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79230.773438 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -79230.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79369.789062 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -79369.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79465.273438 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -79465.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79512.085938 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -79512.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79560.046875 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -79560.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79620.921875 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -79620.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79742.687500 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -79742.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79831.742188 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -79831.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79951.859375 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -79951.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80101.734375 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -80101.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80205.757812 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -80205.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80337.546875 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -80337.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80532.851562 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -80532.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80781.289062 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -80781.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80824.390625 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -80824.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80824.390625 Penalty: 3245.780273
	Iteration 17F: 3 clusters Score -80824.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134258 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121329 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97192 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 18 contains 153574 members 
Mstep: Class 19 contains 52080 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
Score: -135268160.000000 Penalty: 65258.660156
Splitting cluster 3 changes total score from -135269280.000000 to -135268160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (47621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Entering Unmasked Estep 
Score: -6385224.000000 Penalty: 2671.215332
	Iteration 0F: 2 clusters Score -6385224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6353302.000000 Penalty: 5342.430664
	Iteration 0F: 3 clusters Score -6353302 nChanged 21872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6365253.000000 Penalty: 5342.430664
	Iteration 1F: 3 clusters Score -6365253 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6365710.000000 Penalty: 5342.430664
	Iteration 2Q: 3 clusters Score -6365710 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -6366113.000000 Penalty: 5342.430664
	Iteration 3Q: 3 clusters Score -6366113 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6366446.500000 Penalty: 5342.430664
	Iteration 4Q: 3 clusters Score -6366446 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -6366907.500000 Penalty: 5342.430664
	Iteration 5Q: 3 clusters Score -6366908 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -6367638.000000 Penalty: 5342.430664
	Iteration 6Q: 3 clusters Score -6367638 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -6368820.500000 Penalty: 5342.430664
	Iteration 7Q: 3 clusters Score -6368820 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6370420.500000 Penalty: 5342.430664
	Iteration 8F: 3 clusters Score -6370420 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -6372457.000000 Penalty: 5342.430664
	Iteration 9F: 3 clusters Score -6372457 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -6374900.500000 Penalty: 5342.430664
	Iteration 10F: 3 clusters Score -6374900 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -6377353.500000 Penalty: 5342.430664
	Iteration 11F: 3 clusters Score -6377354 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6379523.500000 Penalty: 5342.430664
	Iteration 12F: 3 clusters Score -6379524 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6380982.500000 Penalty: 5342.430664
	Iteration 13Q: 3 clusters Score -6380982 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6381859.500000 Penalty: 5342.430664
	Iteration 14Q: 3 clusters Score -6381860 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6382336.500000 Penalty: 5342.430664
	Iteration 15Q: 3 clusters Score -6382336 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6382590.000000 Penalty: 5342.430664
	Iteration 16Q: 3 clusters Score -6382590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6382737.000000 Penalty: 5342.430664
	Iteration 17Q: 3 clusters Score -6382737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6382832.500000 Penalty: 5342.430664
	Iteration 18Q: 3 clusters Score -6382832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6382898.000000 Penalty: 5342.430664
	Iteration 19Q: 3 clusters Score -6382898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6382931.500000 Penalty: 5342.430664
	Iteration 20F: 3 clusters Score -6382932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6382955.500000 Penalty: 5342.430664
	Iteration 21Q: 3 clusters Score -6382956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6382959.000000 Penalty: 5342.430664
	Iteration 22Q: 3 clusters Score -6382959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6382957.500000 Penalty: 5342.430664
	Iteration 23Q: 3 clusters Score -6382958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6382969.500000 Penalty: 5342.430664
	Iteration 24Q: 3 clusters Score -6382970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6382982.000000 Penalty: 5342.430664
	Iteration 25Q: 3 clusters Score -6382982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6382995.500000 Penalty: 5342.430664
	Iteration 26Q: 3 clusters Score -6382996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6382996.000000 Penalty: 5342.430664
	Iteration 27Q: 3 clusters Score -6382996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6383003.000000 Penalty: 5342.430664
	Iteration 28Q: 3 clusters Score -6383003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6383010.000000 Penalty: 5342.430664
	Iteration 29Q: 3 clusters Score -6383010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6383018.000000 Penalty: 5342.430664
	Iteration 30Q: 3 clusters Score -6383018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6383022.500000 Penalty: 5342.430664
	Iteration 31Q: 3 clusters Score -6383022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6383030.000000 Penalty: 5342.430664
	Iteration 32Q: 3 clusters Score -6383030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6383033.500000 Penalty: 5342.430664
	Iteration 33Q: 3 clusters Score -6383034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6383037.500000 Penalty: 5342.430664
	Iteration 34Q: 3 clusters Score -6383038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6383036.000000 Penalty: 5342.430664
	Iteration 35Q: 3 clusters Score -6383036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6383041.000000 Penalty: 5342.430664
	Iteration 36Q: 3 clusters Score -6383041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6383042.500000 Penalty: 5342.430664
	Iteration 37Q: 3 clusters Score -6383042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6383042.000000 Penalty: 5342.430664
	Iteration 38Q: 3 clusters Score -6383042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6383039.500000 Penalty: 5342.430664
	Iteration 39Q: 3 clusters Score -6383040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6383046.000000 Penalty: 5342.430664
	Iteration 40F: 3 clusters Score -6383046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (134258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Entering Unmasked Estep 
Score: -17911746.000000 Penalty: 2928.264648
	Iteration 0F: 2 clusters Score -1.791175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -17823166.000000 Penalty: 5856.529297
	Iteration 0F: 3 clusters Score -1.782317e+07 nChanged 63815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -17860376.000000 Penalty: 5856.529297
	Iteration 1F: 3 clusters Score -1.786038e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -17861676.000000 Penalty: 5856.529297
	Iteration 2Q: 3 clusters Score -1.786168e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -17863412.000000 Penalty: 5856.529297
	Iteration 3Q: 3 clusters Score -1.786341e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -17866580.000000 Penalty: 5856.529297
	Iteration 4Q: 3 clusters Score -1.786658e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -17871938.000000 Penalty: 5856.529297
	Iteration 5F: 3 clusters Score -1.787194e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -17879886.000000 Penalty: 5856.529297
	Iteration 6F: 3 clusters Score -1.787989e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -17889536.000000 Penalty: 5856.529297
	Iteration 7F: 3 clusters Score -1.788954e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -17898424.000000 Penalty: 5856.529297
	Iteration 8F: 3 clusters Score -1.789842e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -17904278.000000 Penalty: 5856.529297
	Iteration 9Q: 3 clusters Score -1.790428e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -17907326.000000 Penalty: 5856.529297
	Iteration 10Q: 3 clusters Score -1.790733e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 130382 members 
Entering Unmasked Estep 
Score: -17908658.000000 Penalty: 5856.529297
	Iteration 11Q: 3 clusters Score -1.790866e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -17909248.000000 Penalty: 5856.529297
	Iteration 12Q: 3 clusters Score -1.790925e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -17909542.000000 Penalty: 5856.529297
	Iteration 13Q: 3 clusters Score -1.790954e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -17909668.000000 Penalty: 5856.529297
	Iteration 14Q: 3 clusters Score -1.790967e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -17909698.000000 Penalty: 5856.529297
	Iteration 15Q: 3 clusters Score -1.79097e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -17909758.000000 Penalty: 5856.529297
	Iteration 16Q: 3 clusters Score -1.790976e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 132066 members 
Entering Unmasked Estep 
Score: -17909806.000000 Penalty: 5856.529297
	Iteration 17Q: 3 clusters Score -1.790981e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 132145 members 
Entering Unmasked Estep 
Score: -17909830.000000 Penalty: 5856.529297
	Iteration 18Q: 3 clusters Score -1.790983e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 132224 members 
Entering Unmasked Estep 
Score: -17909852.000000 Penalty: 5856.529297
	Iteration 19Q: 3 clusters Score -1.790985e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 132287 members 
Entering Unmasked Estep 
Score: -17909850.000000 Penalty: 5856.529297
	Iteration 20F: 3 clusters Score -1.790985e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 132339 members 
Entering Unmasked Estep 
Score: -17909844.000000 Penalty: 5856.529297
	Iteration 21Q: 3 clusters Score -1.790984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 132386 members 
Entering Unmasked Estep 
Score: -17909848.000000 Penalty: 5856.529297
	Iteration 22Q: 3 clusters Score -1.790985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 132426 members 
Entering Unmasked Estep 
Score: -17909856.000000 Penalty: 5856.529297
	Iteration 23Q: 3 clusters Score -1.790986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -17909854.000000 Penalty: 5856.529297
	Iteration 24Q: 3 clusters Score -1.790985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -17909866.000000 Penalty: 5856.529297
	Iteration 25Q: 3 clusters Score -1.790987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -17909876.000000 Penalty: 5856.529297
	Iteration 26Q: 3 clusters Score -1.790988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -17909888.000000 Penalty: 5856.529297
	Iteration 27Q: 3 clusters Score -1.790989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -17909896.000000 Penalty: 5856.529297
	Iteration 28Q: 3 clusters Score -1.79099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 132600 members 
Entering Unmasked Estep 
Score: -17909918.000000 Penalty: 5856.529297
	Iteration 29Q: 3 clusters Score -1.790992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 132614 members 
Entering Unmasked Estep 
Score: -17909912.000000 Penalty: 5856.529297
	Iteration 30Q: 3 clusters Score -1.790991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 132624 members 
Entering Unmasked Estep 
Score: -17909926.000000 Penalty: 5856.529297
	Iteration 31Q: 3 clusters Score -1.790993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
Score: -17909920.000000 Penalty: 5856.529297
	Iteration 32Q: 3 clusters Score -1.790992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 132638 members 
Entering Unmasked Estep 
Score: -17909924.000000 Penalty: 5856.529297
	Iteration 33Q: 3 clusters Score -1.790992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -17909922.000000 Penalty: 5856.529297
	Iteration 34Q: 3 clusters Score -1.790992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 132645 members 
Entering Unmasked Estep 
Score: -17909908.000000 Penalty: 5856.529297
	Iteration 35Q: 3 clusters Score -1.790991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -17909914.000000 Penalty: 5856.529297
	Iteration 36Q: 3 clusters Score -1.790991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -17909918.000000 Penalty: 5856.529297
	Iteration 37Q: 3 clusters Score -1.790992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -17909908.000000 Penalty: 5856.529297
	Iteration 38Q: 3 clusters Score -1.790991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 132655 members 
Entering Unmasked Estep 
Score: -17909908.000000 Penalty: 5856.529297
	Iteration 39Q: 3 clusters Score -1.790991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 132658 members 
Entering Unmasked Estep 
Score: -17909902.000000 Penalty: 5856.529297
	Iteration 40F: 3 clusters Score -1.79099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
Score: -17909902.000000 Penalty: 5856.529297
	Iteration 41Q: 3 clusters Score -1.79099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -17909908.000000 Penalty: 5856.529297
	Iteration 42Q: 3 clusters Score -1.790991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 132662 members 
Entering Unmasked Estep 
Score: -17909910.000000 Penalty: 5856.529297
	Iteration 43Q: 3 clusters Score -1.790991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 132663 members 
Entering Unmasked Estep 
Score: -17909914.000000 Penalty: 5856.529297
	Iteration 44Q: 3 clusters Score -1.790991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 132665 members 
Entering Unmasked Estep 
Score: -17909906.000000 Penalty: 5856.529297
	Iteration 45Q: 3 clusters Score -1.790991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 132665 members 
Entering Unmasked Estep 
Score: -17909906.000000 Penalty: 5856.529297
	Iteration 46F: 3 clusters Score -1.790991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -183009.218750 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -183009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -180750.312500 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -180750.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181304.671875 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -181304.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181617.765625 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -181617.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -181957.234375 Penalty: 3641.054443
	Iteration 3F: 3 clusters Score -181957.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182565.593750 Penalty: 3641.054443
	Iteration 4F: 3 clusters Score -182565.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -183099.203125 Penalty: 3641.054443
	Iteration 5F: 3 clusters Score -183099.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -183306.609375 Penalty: 3641.054443
	Iteration 6Q: 3 clusters Score -183306.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -183439.171875 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -183439.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -183580.421875 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -183580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -183916.218750 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -183916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -184016.250000 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -184016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -184105.468750 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -184105.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -184444.343750 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -184444.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -185066.812500 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -185066.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -185492.671875 Penalty: 3641.054443
	Iteration 14Q: 3 clusters Score -185492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -185510.890625 Penalty: 3641.054443
	Iteration 15Q: 3 clusters Score -185510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -185510.890625 Penalty: 3641.054443
	Iteration 16F: 3 clusters Score -185510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134258 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121329 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97192 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 534 members 
Mstep: Class 18 contains 153574 members 
Mstep: Class 19 contains 52080 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
Score: -135270112.000000 Penalty: 65258.660156
Splitting cluster 6 changes total score from -135269280.000000 to -135270112.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -34367.000000 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34367 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 158 members 
Entering Unmasked Estep 
Score: -33140.085938 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33140.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33370.195312 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33447.472656 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33447.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33480.660156 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33480.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33489.320312 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33489.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33495.472656 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33495.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33497.746094 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33497.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33497.746094 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -33497.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -333371.593750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -333371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330436.218750 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -330436.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330947.937500 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -330947.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -331084.843750 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -331084.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -331151.781250 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -331151.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -331192.125000 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -331192.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -331223.375000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -331223.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -331244.625000 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -331244.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -331259.562500 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -331259.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -331279.750000 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -331279.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -331294.750000 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -331294.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -331307.312500 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -331307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -331320.812500 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -331320.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -331330.500000 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -331330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -331336.000000 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -331336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331341.500000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -331341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331345.656250 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -331345.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331350.812500 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -331350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -331356.093750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -331356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -331358.468750 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -331358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -331360.656250 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -331360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -331360.656250 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -331360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Entering Unmasked Estep 
Score: -16236951.000000 Penalty: 2903.152588
	Iteration 0F: 2 clusters Score -1.623695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -16155997.000000 Penalty: 5806.305176
	Iteration 0F: 3 clusters Score -1.6156e+07 nChanged 57854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -16189280.000000 Penalty: 5806.305176
	Iteration 1F: 3 clusters Score -1.618928e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -16190002.000000 Penalty: 5806.305176
	Iteration 2Q: 3 clusters Score -1.619e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -16190892.000000 Penalty: 5806.305176
	Iteration 3Q: 3 clusters Score -1.619089e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -16192329.000000 Penalty: 5806.305176
	Iteration 4Q: 3 clusters Score -1.619233e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -16194951.000000 Penalty: 5806.305176
	Iteration 5Q: 3 clusters Score -1.619495e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -16199572.000000 Penalty: 5806.305176
	Iteration 6F: 3 clusters Score -1.619957e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -16207363.000000 Penalty: 5806.305176
	Iteration 7F: 3 clusters Score -1.620736e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -16217809.000000 Penalty: 5806.305176
	Iteration 8F: 3 clusters Score -1.621781e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -16226948.000000 Penalty: 5806.305176
	Iteration 9F: 3 clusters Score -1.622695e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -16231832.000000 Penalty: 5806.305176
	Iteration 10Q: 3 clusters Score -1.623183e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 120426 members 
Entering Unmasked Estep 
Score: -16233546.000000 Penalty: 5806.305176
	Iteration 11Q: 3 clusters Score -1.623355e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 120863 members 
Entering Unmasked Estep 
Score: -16233999.000000 Penalty: 5806.305176
	Iteration 12Q: 3 clusters Score -1.6234e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -16234197.000000 Penalty: 5806.305176
	Iteration 13Q: 3 clusters Score -1.62342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -16234292.000000 Penalty: 5806.305176
	Iteration 14Q: 3 clusters Score -1.623429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -16234338.000000 Penalty: 5806.305176
	Iteration 15Q: 3 clusters Score -1.623434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -16234369.000000 Penalty: 5806.305176
	Iteration 16Q: 3 clusters Score -1.623437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 121075 members 
Entering Unmasked Estep 
Score: -16234375.000000 Penalty: 5806.305176
	Iteration 17Q: 3 clusters Score -1.623438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 121078 members 
Entering Unmasked Estep 
Score: -16234377.000000 Penalty: 5806.305176
	Iteration 18Q: 3 clusters Score -1.623438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16234372.000000 Penalty: 5806.305176
	Iteration 19Q: 3 clusters Score -1.623437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16234372.000000 Penalty: 5806.305176
	Iteration 20F: 3 clusters Score -1.623437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Entering Unmasked Estep 
Score: -13877013.000000 Penalty: 2864.129639
	Iteration 0F: 2 clusters Score -1.387701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -13807632.000000 Penalty: 5728.259277
	Iteration 0F: 3 clusters Score -1.380763e+07 nChanged 49075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -13836303.000000 Penalty: 5728.259277
	Iteration 1F: 3 clusters Score -1.38363e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -13837332.000000 Penalty: 5728.259277
	Iteration 2Q: 3 clusters Score -1.383733e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -13838677.000000 Penalty: 5728.259277
	Iteration 3Q: 3 clusters Score -1.383868e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -13840407.000000 Penalty: 5728.259277
	Iteration 4Q: 3 clusters Score -1.384041e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -13842377.000000 Penalty: 5728.259277
	Iteration 5Q: 3 clusters Score -1.384238e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -13844831.000000 Penalty: 5728.259277
	Iteration 6Q: 3 clusters Score -1.384483e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -13847522.000000 Penalty: 5728.259277
	Iteration 7F: 3 clusters Score -1.384752e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -13850512.000000 Penalty: 5728.259277
	Iteration 8F: 3 clusters Score -1.385051e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -13853570.000000 Penalty: 5728.259277
	Iteration 9F: 3 clusters Score -1.385357e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -13857054.000000 Penalty: 5728.259277
	Iteration 10F: 3 clusters Score -1.385705e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -13860989.000000 Penalty: 5728.259277
	Iteration 11F: 3 clusters Score -1.386099e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -13865085.000000 Penalty: 5728.259277
	Iteration 12F: 3 clusters Score -1.386508e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -13868598.000000 Penalty: 5728.259277
	Iteration 13Q: 3 clusters Score -1.38686e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -13871169.000000 Penalty: 5728.259277
	Iteration 14Q: 3 clusters Score -1.387117e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -13872630.000000 Penalty: 5728.259277
	Iteration 15Q: 3 clusters Score -1.387263e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -13873497.000000 Penalty: 5728.259277
	Iteration 16Q: 3 clusters Score -1.38735e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -13873974.000000 Penalty: 5728.259277
	Iteration 17Q: 3 clusters Score -1.387397e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -13874227.000000 Penalty: 5728.259277
	Iteration 18Q: 3 clusters Score -1.387423e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -13874330.000000 Penalty: 5728.259277
	Iteration 19Q: 3 clusters Score -1.387433e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -13874397.000000 Penalty: 5728.259277
	Iteration 20F: 3 clusters Score -1.38744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -13874441.000000 Penalty: 5728.259277
	Iteration 21Q: 3 clusters Score -1.387444e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -13874449.000000 Penalty: 5728.259277
	Iteration 22Q: 3 clusters Score -1.387445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -13874464.000000 Penalty: 5728.259277
	Iteration 23Q: 3 clusters Score -1.387446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -13874480.000000 Penalty: 5728.259277
	Iteration 24Q: 3 clusters Score -1.387448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -13874495.000000 Penalty: 5728.259277
	Iteration 25Q: 3 clusters Score -1.38745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -13874501.000000 Penalty: 5728.259277
	Iteration 26Q: 3 clusters Score -1.38745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -13874511.000000 Penalty: 5728.259277
	Iteration 27Q: 3 clusters Score -1.387451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -13874511.000000 Penalty: 5728.259277
	Iteration 28Q: 3 clusters Score -1.387451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -13874518.000000 Penalty: 5728.259277
	Iteration 29Q: 3 clusters Score -1.387452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -13874519.000000 Penalty: 5728.259277
	Iteration 30Q: 3 clusters Score -1.387452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -13874521.000000 Penalty: 5728.259277
	Iteration 31Q: 3 clusters Score -1.387452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -13874520.000000 Penalty: 5728.259277
	Iteration 32Q: 3 clusters Score -1.387452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -13874524.000000 Penalty: 5728.259277
	Iteration 33Q: 3 clusters Score -1.387452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -13874523.000000 Penalty: 5728.259277
	Iteration 34Q: 3 clusters Score -1.387452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -13874526.000000 Penalty: 5728.259277
	Iteration 35Q: 3 clusters Score -1.387453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -13874527.000000 Penalty: 5728.259277
	Iteration 36Q: 3 clusters Score -1.387453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -13874528.000000 Penalty: 5728.259277
	Iteration 37Q: 3 clusters Score -1.387453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -13874528.000000 Penalty: 5728.259277
	Iteration 38F: 3 clusters Score -1.387453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Entering Unmasked Estep 
Score: -9478121.000000 Penalty: 2769.281006
	Iteration 0F: 2 clusters Score -9478121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -9430619.000000 Penalty: 5538.562012
	Iteration 0F: 3 clusters Score -9430619 nChanged 33086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -9449428.000000 Penalty: 5538.562012
	Iteration 1F: 3 clusters Score -9449428 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -9450606.000000 Penalty: 5538.562012
	Iteration 2Q: 3 clusters Score -9450606 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -9452341.000000 Penalty: 5538.562012
	Iteration 3F: 3 clusters Score -9452341 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -9455332.000000 Penalty: 5538.562012
	Iteration 4F: 3 clusters Score -9455332 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -9459984.000000 Penalty: 5538.562012
	Iteration 5F: 3 clusters Score -9459984 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -9465711.000000 Penalty: 5538.562012
	Iteration 6F: 3 clusters Score -9465711 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -9470641.000000 Penalty: 5538.562012
	Iteration 7F: 3 clusters Score -9470641 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9473528.000000 Penalty: 5538.562012
	Iteration 8Q: 3 clusters Score -9473528 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9474844.000000 Penalty: 5538.562012
	Iteration 9Q: 3 clusters Score -9474844 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9475373.000000 Penalty: 5538.562012
	Iteration 10Q: 3 clusters Score -9475373 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9475572.000000 Penalty: 5538.562012
	Iteration 11Q: 3 clusters Score -9475572 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9475700.000000 Penalty: 5538.562012
	Iteration 12Q: 3 clusters Score -9475700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9475800.000000 Penalty: 5538.562012
	Iteration 13Q: 3 clusters Score -9475800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9475845.000000 Penalty: 5538.562012
	Iteration 14Q: 3 clusters Score -9475845 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9475893.000000 Penalty: 5538.562012
	Iteration 15Q: 3 clusters Score -9475893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9475948.000000 Penalty: 5538.562012
	Iteration 16Q: 3 clusters Score -9475948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9475959.000000 Penalty: 5538.562012
	Iteration 17Q: 3 clusters Score -9475959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9475995.000000 Penalty: 5538.562012
	Iteration 18Q: 3 clusters Score -9475995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9476010.000000 Penalty: 5538.562012
	Iteration 19Q: 3 clusters Score -9476010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9476016.000000 Penalty: 5538.562012
	Iteration 20F: 3 clusters Score -9476016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9476040.000000 Penalty: 5538.562012
	Iteration 21Q: 3 clusters Score -9476040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9476052.000000 Penalty: 5538.562012
	Iteration 22Q: 3 clusters Score -9476052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9476046.000000 Penalty: 5538.562012
	Iteration 23Q: 3 clusters Score -9476046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9476054.000000 Penalty: 5538.562012
	Iteration 24Q: 3 clusters Score -9476054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9476075.000000 Penalty: 5538.562012
	Iteration 25Q: 3 clusters Score -9476075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9476066.000000 Penalty: 5538.562012
	Iteration 26Q: 3 clusters Score -9476066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9476084.000000 Penalty: 5538.562012
	Iteration 27Q: 3 clusters Score -9476084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9476078.000000 Penalty: 5538.562012
	Iteration 28Q: 3 clusters Score -9476078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9476077.000000 Penalty: 5538.562012
	Iteration 29Q: 3 clusters Score -9476077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9476080.000000 Penalty: 5538.562012
	Iteration 30Q: 3 clusters Score -9476080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9476085.000000 Penalty: 5538.562012
	Iteration 31Q: 3 clusters Score -9476085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9476081.000000 Penalty: 5538.562012
	Iteration 32Q: 3 clusters Score -9476081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9476083.000000 Penalty: 5538.562012
	Iteration 33Q: 3 clusters Score -9476083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9476084.000000 Penalty: 5538.562012
	Iteration 34Q: 3 clusters Score -9476084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9476073.000000 Penalty: 5538.562012
	Iteration 35Q: 3 clusters Score -9476073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9476073.000000 Penalty: 5538.562012
	Iteration 36Q: 3 clusters Score -9476073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9476078.000000 Penalty: 5538.562012
	Iteration 37Q: 3 clusters Score -9476078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9476078.000000 Penalty: 5538.562012
	Iteration 38Q: 3 clusters Score -9476078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9476076.000000 Penalty: 5538.562012
	Iteration 39Q: 3 clusters Score -9476076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9476076.000000 Penalty: 5538.562012
	Iteration 40F: 3 clusters Score -9476076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Entering Unmasked Estep 
Score: -12992762.000000 Penalty: 2848.142090
	Iteration 0F: 2 clusters Score -1.299276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -12927885.000000 Penalty: 5696.284180
	Iteration 0F: 3 clusters Score -1.292788e+07 nChanged 45976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -12954281.000000 Penalty: 5696.284180
	Iteration 1F: 3 clusters Score -1.295428e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -12955325.000000 Penalty: 5696.284180
	Iteration 2Q: 3 clusters Score -1.295532e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -12956635.000000 Penalty: 5696.284180
	Iteration 3Q: 3 clusters Score -1.295664e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -12958765.000000 Penalty: 5696.284180
	Iteration 4Q: 3 clusters Score -1.295876e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -12962421.000000 Penalty: 5696.284180
	Iteration 5F: 3 clusters Score -1.296242e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -12968239.000000 Penalty: 5696.284180
	Iteration 6F: 3 clusters Score -1.296824e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -12976006.000000 Penalty: 5696.284180
	Iteration 7F: 3 clusters Score -1.297601e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -12983199.000000 Penalty: 5696.284180
	Iteration 8F: 3 clusters Score -1.29832e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -12987612.000000 Penalty: 5696.284180
	Iteration 9Q: 3 clusters Score -1.298761e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -12989342.000000 Penalty: 5696.284180
	Iteration 10Q: 3 clusters Score -1.298934e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -12989905.000000 Penalty: 5696.284180
	Iteration 11Q: 3 clusters Score -1.29899e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -12990071.000000 Penalty: 5696.284180
	Iteration 12Q: 3 clusters Score -1.299007e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -12990157.000000 Penalty: 5696.284180
	Iteration 13Q: 3 clusters Score -1.299016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -12990241.000000 Penalty: 5696.284180
	Iteration 14Q: 3 clusters Score -1.299024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -12990302.000000 Penalty: 5696.284180
	Iteration 15Q: 3 clusters Score -1.29903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -12990321.000000 Penalty: 5696.284180
	Iteration 16Q: 3 clusters Score -1.299032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -12990341.000000 Penalty: 5696.284180
	Iteration 17Q: 3 clusters Score -1.299034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -12990355.000000 Penalty: 5696.284180
	Iteration 18Q: 3 clusters Score -1.299036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -12990358.000000 Penalty: 5696.284180
	Iteration 19Q: 3 clusters Score -1.299036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -12990363.000000 Penalty: 5696.284180
	Iteration 20F: 3 clusters Score -1.299036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12990368.000000 Penalty: 5696.284180
	Iteration 21Q: 3 clusters Score -1.299037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -12990371.000000 Penalty: 5696.284180
	Iteration 22Q: 3 clusters Score -1.299037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12990375.000000 Penalty: 5696.284180
	Iteration 23Q: 3 clusters Score -1.299038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12990375.000000 Penalty: 5696.284180
	Iteration 24F: 3 clusters Score -1.299038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -311833.468750 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -311833.5 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 1196 members 
Entering Unmasked Estep 
Score: -308964.000000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -308964 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -309492.562500 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -309492.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -309647.843750 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -309647.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -309718.718750 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -309718.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309759.593750 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -309759.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -309791.968750 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -309792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -309814.531250 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -309814.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -309830.312500 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -309830.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -309839.906250 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -309839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -309848.281250 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -309848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -309857.625000 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -309857.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -309868.062500 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -309868.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -309874.250000 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -309874.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -309885.000000 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -309885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -309896.218750 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -309896.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -309911.531250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -309911.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -309919.375000 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -309919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -309925.062500 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -309925.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -309930.750000 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -309930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -309935.093750 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -309935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -309940.125000 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -309940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -309947.906250 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -309947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -309952.000000 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -309952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -309955.375000 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -309955.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -309963.781250 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -309963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -309977.156250 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -309977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -309991.781250 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -309991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -310001.562500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -310001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -310009.468750 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -310009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -310013.406250 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -310013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -310018.718750 Penalty: 3858.407959
	Iteration 30Q: 3 clusters Score -310018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -310023.343750 Penalty: 3858.407959
	Iteration 31Q: 3 clusters Score -310023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310028.031250 Penalty: 3858.407959
	Iteration 32Q: 3 clusters Score -310028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310032.906250 Penalty: 3858.407959
	Iteration 33Q: 3 clusters Score -310032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -310038.250000 Penalty: 3858.407959
	Iteration 34Q: 3 clusters Score -310038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -310041.656250 Penalty: 3858.407959
	Iteration 35Q: 3 clusters Score -310041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -310048.468750 Penalty: 3858.407959
	Iteration 36Q: 3 clusters Score -310048.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -310054.968750 Penalty: 3858.407959
	Iteration 37Q: 3 clusters Score -310055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -310057.531250 Penalty: 3858.407959
	Iteration 38Q: 3 clusters Score -310057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -310059.343750 Penalty: 3858.407959
	Iteration 39Q: 3 clusters Score -310059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -310059.625000 Penalty: 3858.407959
	Iteration 40F: 3 clusters Score -310059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310060.187500 Penalty: 3858.407959
	Iteration 41Q: 3 clusters Score -310060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310060.187500 Penalty: 3858.407959
	Iteration 42F: 3 clusters Score -310060.2 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: -335241.906250 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -335241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -332187.187500 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -332187.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -332728.968750 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -332729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -332886.093750 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -332886.1 nChanged 129
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: -332992.843750 Penalty: 3909.066406
	Iteration 3Q: 3 clusters Score -332992.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -333081.062500 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -333081.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333133.500000 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -333133.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -333169.500000 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -333169.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -333204.156250 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -333204.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333237.937500 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -333237.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -333267.593750 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -333267.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -333290.093750 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -333290.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -333309.406250 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -333309.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -333324.843750 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -333324.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -333346.812500 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -333346.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -333373.000000 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -333373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -333390.437500 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -333390.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -333407.218750 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -333407.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -333425.000000 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -333425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -333443.812500 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -333443.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -333460.781250 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -333460.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -333472.437500 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -333472.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -333485.562500 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -333485.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -333501.406250 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -333501.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -333515.468750 Penalty: 3909.066406
	Iteration 23Q: 3 clusters Score -333515.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -333530.437500 Penalty: 3909.066406
	Iteration 24Q: 3 clusters Score -333530.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -333541.968750 Penalty: 3909.066406
	Iteration 25Q: 3 clusters Score -333542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -333557.000000 Penalty: 3909.066406
	Iteration 26Q: 3 clusters Score -333557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -333572.781250 Penalty: 3909.066406
	Iteration 27Q: 3 clusters Score -333572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -333582.093750 Penalty: 3909.066406
	Iteration 28Q: 3 clusters Score -333582.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -333595.656250 Penalty: 3909.066406
	Iteration 29Q: 3 clusters Score -333595.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -333604.750000 Penalty: 3909.066406
	Iteration 30Q: 3 clusters Score -333604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -333613.187500 Penalty: 3909.066406
	Iteration 31Q: 3 clusters Score -333613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -333618.406250 Penalty: 3909.066406
	Iteration 32Q: 3 clusters Score -333618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -333621.468750 Penalty: 3909.066406
	Iteration 33Q: 3 clusters Score -333621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -333627.250000 Penalty: 3909.066406
	Iteration 34Q: 3 clusters Score -333627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -333634.031250 Penalty: 3909.066406
	Iteration 35Q: 3 clusters Score -333634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -333640.250000 Penalty: 3909.066406
	Iteration 36Q: 3 clusters Score -333640.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -333648.031250 Penalty: 3909.066406
	Iteration 37Q: 3 clusters Score -333648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -333654.656250 Penalty: 3909.066406
	Iteration 38Q: 3 clusters Score -333654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -333660.500000 Penalty: 3909.066406
	Iteration 39Q: 3 clusters Score -333660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -333663.593750 Penalty: 3909.066406
	Iteration 40F: 3 clusters Score -333663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -333666.000000 Penalty: 3909.066406
	Iteration 41Q: 3 clusters Score -333666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -333668.437500 Penalty: 3909.066406
	Iteration 42Q: 3 clusters Score -333668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -333669.062500 Penalty: 3909.066406
	Iteration 43Q: 3 clusters Score -333669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -333671.281250 Penalty: 3909.066406
	Iteration 44Q: 3 clusters Score -333671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -333674.781250 Penalty: 3909.066406
	Iteration 45Q: 3 clusters Score -333674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -333678.093750 Penalty: 3909.066406
	Iteration 46Q: 3 clusters Score -333678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -333679.562500 Penalty: 3909.066406
	Iteration 47Q: 3 clusters Score -333679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -333683.937500 Penalty: 3909.066406
	Iteration 48Q: 3 clusters Score -333683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -333686.156250 Penalty: 3909.066406
	Iteration 49Q: 3 clusters Score -333686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -333689.031250 Penalty: 3909.066406
	Iteration 50Q: 3 clusters Score -333689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -333692.343750 Penalty: 3909.066406
	Iteration 51Q: 3 clusters Score -333692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -333699.062500 Penalty: 3909.066406
	Iteration 52Q: 3 clusters Score -333699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -333701.625000 Penalty: 3909.066406
	Iteration 53Q: 3 clusters Score -333701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -333702.906250 Penalty: 3909.066406
	Iteration 54Q: 3 clusters Score -333702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -333704.093750 Penalty: 3909.066406
	Iteration 55Q: 3 clusters Score -333704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -333705.625000 Penalty: 3909.066406
	Iteration 56Q: 3 clusters Score -333705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -333705.625000 Penalty: 3909.066406
	Iteration 57F: 3 clusters Score -333705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -180921.875000 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -180921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178718.328125 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -178718.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179164.703125 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -179164.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -179339.843750 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -179339.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179470.015625 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -179470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179609.734375 Penalty: 3614.629883
	Iteration 4Q: 3 clusters Score -179609.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179693.515625 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -179693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179738.406250 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -179738.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179786.500000 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -179786.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179817.375000 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -179817.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179844.546875 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -179844.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179863.906250 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -179863.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179878.875000 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -179878.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179891.218750 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -179891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -179901.000000 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -179901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -179903.187500 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -179903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -179907.140625 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -179907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -179911.125000 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -179911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179913.593750 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -179913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179918.156250 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -179918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179920.265625 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -179920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179924.953125 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -179925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179926.281250 Penalty: 3614.629883
	Iteration 21Q: 3 clusters Score -179926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179926.281250 Penalty: 3614.629883
	Iteration 22F: 3 clusters Score -179926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Entering Unmasked Estep 
Score: -20463426.000000 Penalty: 2961.600586
	Iteration 0F: 2 clusters Score -2.046343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -20363506.000000 Penalty: 5923.201172
	Iteration 0F: 3 clusters Score -2.036351e+07 nChanged 73319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -20406518.000000 Penalty: 5923.201172
	Iteration 1F: 3 clusters Score -2.040652e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -20407476.000000 Penalty: 5923.201172
	Iteration 2Q: 3 clusters Score -2.040748e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -20408418.000000 Penalty: 5923.201172
	Iteration 3Q: 3 clusters Score -2.040842e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -20409330.000000 Penalty: 5923.201172
	Iteration 4Q: 3 clusters Score -2.040933e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -20410366.000000 Penalty: 5923.201172
	Iteration 5Q: 3 clusters Score -2.041037e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -20411552.000000 Penalty: 5923.201172
	Iteration 6Q: 3 clusters Score -2.041155e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -20413066.000000 Penalty: 5923.201172
	Iteration 7Q: 3 clusters Score -2.041307e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -20415080.000000 Penalty: 5923.201172
	Iteration 8Q: 3 clusters Score -2.041508e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -20417974.000000 Penalty: 5923.201172
	Iteration 9Q: 3 clusters Score -2.041797e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -20421860.000000 Penalty: 5923.201172
	Iteration 10Q: 3 clusters Score -2.042186e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -20427396.000000 Penalty: 5923.201172
	Iteration 11F: 3 clusters Score -2.04274e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -20434526.000000 Penalty: 5923.201172
	Iteration 12F: 3 clusters Score -2.043453e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -20440936.000000 Penalty: 5923.201172
	Iteration 13F: 3 clusters Score -2.044094e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -20445460.000000 Penalty: 5923.201172
	Iteration 14Q: 3 clusters Score -2.044546e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -20447724.000000 Penalty: 5923.201172
	Iteration 15Q: 3 clusters Score -2.044772e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -20449180.000000 Penalty: 5923.201172
	Iteration 16Q: 3 clusters Score -2.044918e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -20450332.000000 Penalty: 5923.201172
	Iteration 17Q: 3 clusters Score -2.045033e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -20451500.000000 Penalty: 5923.201172
	Iteration 18Q: 3 clusters Score -2.04515e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 131800 members 
Entering Unmasked Estep 
Score: -20452536.000000 Penalty: 5923.201172
	Iteration 19Q: 3 clusters Score -2.045254e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 134364 members 
Entering Unmasked Estep 
Score: -20453712.000000 Penalty: 5923.201172
	Iteration 20F: 3 clusters Score -2.045371e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 136686 members 
Entering Unmasked Estep 
Score: -20454816.000000 Penalty: 5923.201172
	Iteration 21Q: 3 clusters Score -2.045482e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -20455818.000000 Penalty: 5923.201172
	Iteration 22Q: 3 clusters Score -2.045582e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -20456732.000000 Penalty: 5923.201172
	Iteration 23Q: 3 clusters Score -2.045673e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 142519 members 
Entering Unmasked Estep 
Score: -20457660.000000 Penalty: 5923.201172
	Iteration 24Q: 3 clusters Score -2.045766e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -20458350.000000 Penalty: 5923.201172
	Iteration 25Q: 3 clusters Score -2.045835e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -20459018.000000 Penalty: 5923.201172
	Iteration 26Q: 3 clusters Score -2.045902e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 146253 members 
Entering Unmasked Estep 
Score: -20459450.000000 Penalty: 5923.201172
	Iteration 27Q: 3 clusters Score -2.045945e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -20459774.000000 Penalty: 5923.201172
	Iteration 28Q: 3 clusters Score -2.045977e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -20460130.000000 Penalty: 5923.201172
	Iteration 29Q: 3 clusters Score -2.046013e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -20460334.000000 Penalty: 5923.201172
	Iteration 30Q: 3 clusters Score -2.046033e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -20460518.000000 Penalty: 5923.201172
	Iteration 31Q: 3 clusters Score -2.046052e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 149284 members 
Entering Unmasked Estep 
Score: -20460636.000000 Penalty: 5923.201172
	Iteration 32Q: 3 clusters Score -2.046064e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -20460762.000000 Penalty: 5923.201172
	Iteration 33Q: 3 clusters Score -2.046076e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 149912 members 
Entering Unmasked Estep 
Score: -20460868.000000 Penalty: 5923.201172
	Iteration 34Q: 3 clusters Score -2.046087e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -20460998.000000 Penalty: 5923.201172
	Iteration 35Q: 3 clusters Score -2.0461e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -20461078.000000 Penalty: 5923.201172
	Iteration 36Q: 3 clusters Score -2.046108e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 150527 members 
Entering Unmasked Estep 
Score: -20461122.000000 Penalty: 5923.201172
	Iteration 37Q: 3 clusters Score -2.046112e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -20461168.000000 Penalty: 5923.201172
	Iteration 38Q: 3 clusters Score -2.046117e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -20461200.000000 Penalty: 5923.201172
	Iteration 39Q: 3 clusters Score -2.04612e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -20461174.000000 Penalty: 5923.201172
	Iteration 40F: 3 clusters Score -2.046117e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 150924 members 
Entering Unmasked Estep 
Score: -20461196.000000 Penalty: 5923.201172
	Iteration 41Q: 3 clusters Score -2.04612e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 150992 members 
Entering Unmasked Estep 
Score: -20461248.000000 Penalty: 5923.201172
	Iteration 42Q: 3 clusters Score -2.046125e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -20461276.000000 Penalty: 5923.201172
	Iteration 43Q: 3 clusters Score -2.046128e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -20461290.000000 Penalty: 5923.201172
	Iteration 44Q: 3 clusters Score -2.046129e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -20461304.000000 Penalty: 5923.201172
	Iteration 45Q: 3 clusters Score -2.04613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 151160 members 
Entering Unmasked Estep 
Score: -20461332.000000 Penalty: 5923.201172
	Iteration 46Q: 3 clusters Score -2.046133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -20461334.000000 Penalty: 5923.201172
	Iteration 47Q: 3 clusters Score -2.046133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -20461340.000000 Penalty: 5923.201172
	Iteration 48Q: 3 clusters Score -2.046134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -20461350.000000 Penalty: 5923.201172
	Iteration 49Q: 3 clusters Score -2.046135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 151235 members 
Entering Unmasked Estep 
Score: -20461370.000000 Penalty: 5923.201172
	Iteration 50Q: 3 clusters Score -2.046137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -20461356.000000 Penalty: 5923.201172
	Iteration 51Q: 3 clusters Score -2.046136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 151256 members 
Entering Unmasked Estep 
Score: -20461364.000000 Penalty: 5923.201172
	Iteration 52Q: 3 clusters Score -2.046136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -20461362.000000 Penalty: 5923.201172
	Iteration 53Q: 3 clusters Score -2.046136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -20461366.000000 Penalty: 5923.201172
	Iteration 54Q: 3 clusters Score -2.046137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -20461366.000000 Penalty: 5923.201172
	Iteration 55Q: 3 clusters Score -2.046137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -20461370.000000 Penalty: 5923.201172
	Iteration 56Q: 3 clusters Score -2.046137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -20461374.000000 Penalty: 5923.201172
	Iteration 57Q: 3 clusters Score -2.046137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -20461364.000000 Penalty: 5923.201172
	Iteration 58Q: 3 clusters Score -2.046136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 151355 members 
Entering Unmasked Estep 
Score: -20461366.000000 Penalty: 5923.201172
	Iteration 59Q: 3 clusters Score -2.046137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -20461406.000000 Penalty: 5923.201172
	Iteration 60F: 3 clusters Score -2.046141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -20461406.000000 Penalty: 5923.201172
	Iteration 61Q: 3 clusters Score -2.046141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -20461388.000000 Penalty: 5923.201172
	Iteration 62Q: 3 clusters Score -2.046139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 151421 members 
Entering Unmasked Estep 
Score: -20461416.000000 Penalty: 5923.201172
	Iteration 63Q: 3 clusters Score -2.046142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -20461414.000000 Penalty: 5923.201172
	Iteration 64Q: 3 clusters Score -2.046141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -20461412.000000 Penalty: 5923.201172
	Iteration 65Q: 3 clusters Score -2.046141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -20461426.000000 Penalty: 5923.201172
	Iteration 66Q: 3 clusters Score -2.046143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -20461416.000000 Penalty: 5923.201172
	Iteration 67Q: 3 clusters Score -2.046142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -20461412.000000 Penalty: 5923.201172
	Iteration 68Q: 3 clusters Score -2.046141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -20461420.000000 Penalty: 5923.201172
	Iteration 69Q: 3 clusters Score -2.046142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -20461420.000000 Penalty: 5923.201172
	Iteration 70Q: 3 clusters Score -2.046142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20461434.000000 Penalty: 5923.201172
	Iteration 71Q: 3 clusters Score -2.046143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -20461432.000000 Penalty: 5923.201172
	Iteration 72Q: 3 clusters Score -2.046143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -20461424.000000 Penalty: 5923.201172
	Iteration 73Q: 3 clusters Score -2.046142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -20461422.000000 Penalty: 5923.201172
	Iteration 74Q: 3 clusters Score -2.046142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -20461422.000000 Penalty: 5923.201172
	Iteration 75Q: 3 clusters Score -2.046142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -20461436.000000 Penalty: 5923.201172
	Iteration 76Q: 3 clusters Score -2.046144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -20461432.000000 Penalty: 5923.201172
	Iteration 77Q: 3 clusters Score -2.046143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -20461446.000000 Penalty: 5923.201172
	Iteration 78Q: 3 clusters Score -2.046145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 151529 members 
Entering Unmasked Estep 
Score: -20461458.000000 Penalty: 5923.201172
	Iteration 79Q: 3 clusters Score -2.046146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -20461470.000000 Penalty: 5923.201172
	Iteration 80F: 3 clusters Score -2.046147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -20461456.000000 Penalty: 5923.201172
	Iteration 81Q: 3 clusters Score -2.046146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -20461456.000000 Penalty: 5923.201172
	Iteration 82Q: 3 clusters Score -2.046146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -20461462.000000 Penalty: 5923.201172
	Iteration 83Q: 3 clusters Score -2.046146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -20461458.000000 Penalty: 5923.201172
	Iteration 84Q: 3 clusters Score -2.046146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -20461442.000000 Penalty: 5923.201172
	Iteration 85Q: 3 clusters Score -2.046144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -20461454.000000 Penalty: 5923.201172
	Iteration 86Q: 3 clusters Score -2.046145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -20461464.000000 Penalty: 5923.201172
	Iteration 87Q: 3 clusters Score -2.046146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 151594 members 
Entering Unmasked Estep 
Score: -20461464.000000 Penalty: 5923.201172
	Iteration 88Q: 3 clusters Score -2.046146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 151599 members 
Entering Unmasked Estep 
Score: -20461472.000000 Penalty: 5923.201172
	Iteration 89Q: 3 clusters Score -2.046147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -20461464.000000 Penalty: 5923.201172
	Iteration 90Q: 3 clusters Score -2.046146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -20461464.000000 Penalty: 5923.201172
	Iteration 91Q: 3 clusters Score -2.046146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -20461462.000000 Penalty: 5923.201172
	Iteration 92Q: 3 clusters Score -2.046146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 151620 members 
Entering Unmasked Estep 
Score: -20461454.000000 Penalty: 5923.201172
	Iteration 93Q: 3 clusters Score -2.046145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 151626 members 
Entering Unmasked Estep 
Score: -20461464.000000 Penalty: 5923.201172
	Iteration 94Q: 3 clusters Score -2.046146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 151629 members 
Entering Unmasked Estep 
Score: -20461478.000000 Penalty: 5923.201172
	Iteration 95Q: 3 clusters Score -2.046148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -20461446.000000 Penalty: 5923.201172
	Iteration 96Q: 3 clusters Score -2.046145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -20461452.000000 Penalty: 5923.201172
	Iteration 97Q: 3 clusters Score -2.046145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -20461454.000000 Penalty: 5923.201172
	Iteration 98Q: 3 clusters Score -2.046145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -20461456.000000 Penalty: 5923.201172
	Iteration 99Q: 3 clusters Score -2.046146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -20461462.000000 Penalty: 5923.201172
	Iteration 100F: 3 clusters Score -2.046146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -20461466.000000 Penalty: 5923.201172
	Iteration 101Q: 3 clusters Score -2.046147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -20461460.000000 Penalty: 5923.201172
	Iteration 102Q: 3 clusters Score -2.046146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -20461458.000000 Penalty: 5923.201172
	Iteration 103Q: 3 clusters Score -2.046146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -20461474.000000 Penalty: 5923.201172
	Iteration 104Q: 3 clusters Score -2.046147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -20461460.000000 Penalty: 5923.201172
	Iteration 105Q: 3 clusters Score -2.046146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -20461468.000000 Penalty: 5923.201172
	Iteration 106Q: 3 clusters Score -2.046147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -20461458.000000 Penalty: 5923.201172
	Iteration 107Q: 3 clusters Score -2.046146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -20461458.000000 Penalty: 5923.201172
	Iteration 108F: 3 clusters Score -2.046146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Entering Unmasked Estep 
Score: -6733009.500000 Penalty: 2693.413086
	Iteration 0F: 2 clusters Score -6733010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -6697849.500000 Penalty: 5386.826172
	Iteration 0F: 3 clusters Score -6697850 nChanged 24195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6711159.000000 Penalty: 5386.826172
	Iteration 1F: 3 clusters Score -6711159 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6711719.500000 Penalty: 5386.826172
	Iteration 2Q: 3 clusters Score -6711720 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -6712377.500000 Penalty: 5386.826172
	Iteration 3Q: 3 clusters Score -6712378 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -6713097.000000 Penalty: 5386.826172
	Iteration 4Q: 3 clusters Score -6713097 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -6714083.500000 Penalty: 5386.826172
	Iteration 5Q: 3 clusters Score -6714084 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -6715501.000000 Penalty: 5386.826172
	Iteration 6Q: 3 clusters Score -6715501 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -6717302.000000 Penalty: 5386.826172
	Iteration 7F: 3 clusters Score -6717302 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -6719411.500000 Penalty: 5386.826172
	Iteration 8F: 3 clusters Score -6719412 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -6721915.000000 Penalty: 5386.826172
	Iteration 9F: 3 clusters Score -6721915 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -6724127.000000 Penalty: 5386.826172
	Iteration 10F: 3 clusters Score -6724127 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -6725974.000000 Penalty: 5386.826172
	Iteration 11Q: 3 clusters Score -6725974 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -6727257.000000 Penalty: 5386.826172
	Iteration 12Q: 3 clusters Score -6727257 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -6728126.500000 Penalty: 5386.826172
	Iteration 13Q: 3 clusters Score -6728126 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6728697.500000 Penalty: 5386.826172
	Iteration 14Q: 3 clusters Score -6728698 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -6729114.000000 Penalty: 5386.826172
	Iteration 15Q: 3 clusters Score -6729114 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6729414.000000 Penalty: 5386.826172
	Iteration 16Q: 3 clusters Score -6729414 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6729662.500000 Penalty: 5386.826172
	Iteration 17Q: 3 clusters Score -6729662 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -6729842.500000 Penalty: 5386.826172
	Iteration 18Q: 3 clusters Score -6729842 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -6729972.000000 Penalty: 5386.826172
	Iteration 19Q: 3 clusters Score -6729972 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6730106.500000 Penalty: 5386.826172
	Iteration 20F: 3 clusters Score -6730106 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -6730170.500000 Penalty: 5386.826172
	Iteration 21Q: 3 clusters Score -6730170 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6730246.000000 Penalty: 5386.826172
	Iteration 22Q: 3 clusters Score -6730246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6730312.500000 Penalty: 5386.826172
	Iteration 23Q: 3 clusters Score -6730312 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -6730388.500000 Penalty: 5386.826172
	Iteration 24Q: 3 clusters Score -6730388 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -6730428.000000 Penalty: 5386.826172
	Iteration 25Q: 3 clusters Score -6730428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6730466.000000 Penalty: 5386.826172
	Iteration 26Q: 3 clusters Score -6730466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -6730520.000000 Penalty: 5386.826172
	Iteration 27Q: 3 clusters Score -6730520 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6730556.500000 Penalty: 5386.826172
	Iteration 28Q: 3 clusters Score -6730556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6730564.500000 Penalty: 5386.826172
	Iteration 29Q: 3 clusters Score -6730564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6730601.500000 Penalty: 5386.826172
	Iteration 30Q: 3 clusters Score -6730602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -6730625.000000 Penalty: 5386.826172
	Iteration 31Q: 3 clusters Score -6730625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6730636.500000 Penalty: 5386.826172
	Iteration 32Q: 3 clusters Score -6730636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -6730663.000000 Penalty: 5386.826172
	Iteration 33Q: 3 clusters Score -6730663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -6730672.000000 Penalty: 5386.826172
	Iteration 34Q: 3 clusters Score -6730672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6730679.000000 Penalty: 5386.826172
	Iteration 35Q: 3 clusters Score -6730679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6730686.500000 Penalty: 5386.826172
	Iteration 36Q: 3 clusters Score -6730686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6730693.500000 Penalty: 5386.826172
	Iteration 37Q: 3 clusters Score -6730694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6730698.500000 Penalty: 5386.826172
	Iteration 38Q: 3 clusters Score -6730698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -6730699.500000 Penalty: 5386.826172
	Iteration 39Q: 3 clusters Score -6730700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6730713.000000 Penalty: 5386.826172
	Iteration 40F: 3 clusters Score -6730713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6730709.500000 Penalty: 5386.826172
	Iteration 41Q: 3 clusters Score -6730710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -6730719.500000 Penalty: 5386.826172
	Iteration 42Q: 3 clusters Score -6730720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6730713.000000 Penalty: 5386.826172
	Iteration 43Q: 3 clusters Score -6730713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6730718.500000 Penalty: 5386.826172
	Iteration 44Q: 3 clusters Score -6730718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6730734.000000 Penalty: 5386.826172
	Iteration 45Q: 3 clusters Score -6730734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -6730730.000000 Penalty: 5386.826172
	Iteration 46Q: 3 clusters Score -6730730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -6730732.500000 Penalty: 5386.826172
	Iteration 47Q: 3 clusters Score -6730732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6730738.000000 Penalty: 5386.826172
	Iteration 48Q: 3 clusters Score -6730738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6730740.000000 Penalty: 5386.826172
	Iteration 49Q: 3 clusters Score -6730740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6730743.000000 Penalty: 5386.826172
	Iteration 50Q: 3 clusters Score -6730743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6730742.500000 Penalty: 5386.826172
	Iteration 51Q: 3 clusters Score -6730742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6730761.000000 Penalty: 5386.826172
	Iteration 52Q: 3 clusters Score -6730761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -6730775.000000 Penalty: 5386.826172
	Iteration 53Q: 3 clusters Score -6730775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6730778.000000 Penalty: 5386.826172
	Iteration 54Q: 3 clusters Score -6730778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6730780.000000 Penalty: 5386.826172
	Iteration 55Q: 3 clusters Score -6730780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6730781.000000 Penalty: 5386.826172
	Iteration 56Q: 3 clusters Score -6730781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6730763.500000 Penalty: 5386.826172
	Iteration 57Q: 3 clusters Score -6730764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6730776.500000 Penalty: 5386.826172
	Iteration 58Q: 3 clusters Score -6730776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6730806.500000 Penalty: 5386.826172
	Iteration 59Q: 3 clusters Score -6730806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -6730803.000000 Penalty: 5386.826172
	Iteration 60F: 3 clusters Score -6730803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6730807.500000 Penalty: 5386.826172
	Iteration 61Q: 3 clusters Score -6730808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6730802.000000 Penalty: 5386.826172
	Iteration 62Q: 3 clusters Score -6730802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -6730808.000000 Penalty: 5386.826172
	Iteration 63Q: 3 clusters Score -6730808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -6730816.000000 Penalty: 5386.826172
	Iteration 64Q: 3 clusters Score -6730816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -6730829.000000 Penalty: 5386.826172
	Iteration 65Q: 3 clusters Score -6730829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -6730821.000000 Penalty: 5386.826172
	Iteration 66Q: 3 clusters Score -6730821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6730823.000000 Penalty: 5386.826172
	Iteration 67Q: 3 clusters Score -6730823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -6730818.500000 Penalty: 5386.826172
	Iteration 68Q: 3 clusters Score -6730818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6730816.000000 Penalty: 5386.826172
	Iteration 69Q: 3 clusters Score -6730816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -6730817.000000 Penalty: 5386.826172
	Iteration 70Q: 3 clusters Score -6730817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6730819.500000 Penalty: 5386.826172
	Iteration 71Q: 3 clusters Score -6730820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6730829.500000 Penalty: 5386.826172
	Iteration 72Q: 3 clusters Score -6730830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -6730828.000000 Penalty: 5386.826172
	Iteration 73Q: 3 clusters Score -6730828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6730837.500000 Penalty: 5386.826172
	Iteration 74Q: 3 clusters Score -6730838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6730841.000000 Penalty: 5386.826172
	Iteration 75Q: 3 clusters Score -6730841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6730844.000000 Penalty: 5386.826172
	Iteration 76Q: 3 clusters Score -6730844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6730833.500000 Penalty: 5386.826172
	Iteration 77Q: 3 clusters Score -6730834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6730838.000000 Penalty: 5386.826172
	Iteration 78Q: 3 clusters Score -6730838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -6730842.500000 Penalty: 5386.826172
	Iteration 79Q: 3 clusters Score -6730842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6730839.000000 Penalty: 5386.826172
	Iteration 80F: 3 clusters Score -6730839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6730842.500000 Penalty: 5386.826172
	Iteration 81Q: 3 clusters Score -6730842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -6730847.500000 Penalty: 5386.826172
	Iteration 82Q: 3 clusters Score -6730848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6730849.500000 Penalty: 5386.826172
	Iteration 83Q: 3 clusters Score -6730850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -6730847.500000 Penalty: 5386.826172
	Iteration 84Q: 3 clusters Score -6730848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6730850.000000 Penalty: 5386.826172
	Iteration 85Q: 3 clusters Score -6730850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6730855.500000 Penalty: 5386.826172
	Iteration 86Q: 3 clusters Score -6730856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6730857.500000 Penalty: 5386.826172
	Iteration 87Q: 3 clusters Score -6730858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6730858.500000 Penalty: 5386.826172
	Iteration 88Q: 3 clusters Score -6730858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6730856.500000 Penalty: 5386.826172
	Iteration 89Q: 3 clusters Score -6730856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6730862.500000 Penalty: 5386.826172
	Iteration 90Q: 3 clusters Score -6730862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6730868.500000 Penalty: 5386.826172
	Iteration 91Q: 3 clusters Score -6730868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6730871.000000 Penalty: 5386.826172
	Iteration 92Q: 3 clusters Score -6730871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6730874.000000 Penalty: 5386.826172
	Iteration 93Q: 3 clusters Score -6730874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6730870.000000 Penalty: 5386.826172
	Iteration 94Q: 3 clusters Score -6730870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6730867.500000 Penalty: 5386.826172
	Iteration 95Q: 3 clusters Score -6730868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6730867.500000 Penalty: 5386.826172
	Iteration 96F: 3 clusters Score -6730868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Entering Unmasked Estep 
Score: -3112610.500000 Penalty: 2506.232178
	Iteration 0F: 2 clusters Score -3112610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3095717.750000 Penalty: 5012.464355
	Iteration 0F: 3 clusters Score -3095718 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3101541.750000 Penalty: 5012.464355
	Iteration 1F: 3 clusters Score -3101542 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3101937.750000 Penalty: 5012.464355
	Iteration 2Q: 3 clusters Score -3101938 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3102345.000000 Penalty: 5012.464355
	Iteration 3Q: 3 clusters Score -3102345 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3102791.250000 Penalty: 5012.464355
	Iteration 4Q: 3 clusters Score -3102791 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3103300.500000 Penalty: 5012.464355
	Iteration 5Q: 3 clusters Score -3103300 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3103910.000000 Penalty: 5012.464355
	Iteration 6Q: 3 clusters Score -3103910 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3104626.500000 Penalty: 5012.464355
	Iteration 7Q: 3 clusters Score -3104626 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3105416.000000 Penalty: 5012.464355
	Iteration 8Q: 3 clusters Score -3105416 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3106211.750000 Penalty: 5012.464355
	Iteration 9Q: 3 clusters Score -3106212 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3107044.000000 Penalty: 5012.464355
	Iteration 10Q: 3 clusters Score -3107044 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3107782.750000 Penalty: 5012.464355
	Iteration 11Q: 3 clusters Score -3107783 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3108453.750000 Penalty: 5012.464355
	Iteration 12Q: 3 clusters Score -3108454 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3108934.250000 Penalty: 5012.464355
	Iteration 13Q: 3 clusters Score -3108934 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3109276.250000 Penalty: 5012.464355
	Iteration 14Q: 3 clusters Score -3109276 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3109535.250000 Penalty: 5012.464355
	Iteration 15Q: 3 clusters Score -3109535 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3109733.500000 Penalty: 5012.464355
	Iteration 16Q: 3 clusters Score -3109734 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3109893.000000 Penalty: 5012.464355
	Iteration 17Q: 3 clusters Score -3109893 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3110018.500000 Penalty: 5012.464355
	Iteration 18Q: 3 clusters Score -3110018 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3110127.500000 Penalty: 5012.464355
	Iteration 19Q: 3 clusters Score -3110128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3110201.750000 Penalty: 5012.464355
	Iteration 20F: 3 clusters Score -3110202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3110274.000000 Penalty: 5012.464355
	Iteration 21Q: 3 clusters Score -3110274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3110318.500000 Penalty: 5012.464355
	Iteration 22Q: 3 clusters Score -3110318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3110364.000000 Penalty: 5012.464355
	Iteration 23Q: 3 clusters Score -3110364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3110406.500000 Penalty: 5012.464355
	Iteration 24Q: 3 clusters Score -3110406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3110441.750000 Penalty: 5012.464355
	Iteration 25Q: 3 clusters Score -3110442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3110460.250000 Penalty: 5012.464355
	Iteration 26Q: 3 clusters Score -3110460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3110488.500000 Penalty: 5012.464355
	Iteration 27Q: 3 clusters Score -3110488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3110497.500000 Penalty: 5012.464355
	Iteration 28Q: 3 clusters Score -3110498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3110510.750000 Penalty: 5012.464355
	Iteration 29Q: 3 clusters Score -3110511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3110530.750000 Penalty: 5012.464355
	Iteration 30Q: 3 clusters Score -3110531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3110539.500000 Penalty: 5012.464355
	Iteration 31Q: 3 clusters Score -3110540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3110546.250000 Penalty: 5012.464355
	Iteration 32Q: 3 clusters Score -3110546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3110557.750000 Penalty: 5012.464355
	Iteration 33Q: 3 clusters Score -3110558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3110571.500000 Penalty: 5012.464355
	Iteration 34Q: 3 clusters Score -3110572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3110580.250000 Penalty: 5012.464355
	Iteration 35Q: 3 clusters Score -3110580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3110588.250000 Penalty: 5012.464355
	Iteration 36Q: 3 clusters Score -3110588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3110600.000000 Penalty: 5012.464355
	Iteration 37Q: 3 clusters Score -3110600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3110601.500000 Penalty: 5012.464355
	Iteration 38Q: 3 clusters Score -3110602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3110603.750000 Penalty: 5012.464355
	Iteration 39Q: 3 clusters Score -3110604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3110603.750000 Penalty: 5012.464355
	Iteration 40F: 3 clusters Score -3110604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3110607.250000 Penalty: 5012.464355
	Iteration 41Q: 3 clusters Score -3110607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3110618.000000 Penalty: 5012.464355
	Iteration 42Q: 3 clusters Score -3110618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3110618.500000 Penalty: 5012.464355
	Iteration 43Q: 3 clusters Score -3110618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3110623.750000 Penalty: 5012.464355
	Iteration 44Q: 3 clusters Score -3110624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3110629.500000 Penalty: 5012.464355
	Iteration 45Q: 3 clusters Score -3110630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3110632.250000 Penalty: 5012.464355
	Iteration 46Q: 3 clusters Score -3110632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3110637.750000 Penalty: 5012.464355
	Iteration 47Q: 3 clusters Score -3110638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3110640.500000 Penalty: 5012.464355
	Iteration 48Q: 3 clusters Score -3110640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3110642.000000 Penalty: 5012.464355
	Iteration 49Q: 3 clusters Score -3110642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3110642.250000 Penalty: 5012.464355
	Iteration 50Q: 3 clusters Score -3110642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3110643.250000 Penalty: 5012.464355
	Iteration 51Q: 3 clusters Score -3110643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3110643.000000 Penalty: 5012.464355
	Iteration 52Q: 3 clusters Score -3110643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3110641.500000 Penalty: 5012.464355
	Iteration 53Q: 3 clusters Score -3110642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3110644.500000 Penalty: 5012.464355
	Iteration 54Q: 3 clusters Score -3110644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3110642.750000 Penalty: 5012.464355
	Iteration 55Q: 3 clusters Score -3110643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3110639.750000 Penalty: 5012.464355
	Iteration 56Q: 3 clusters Score -3110640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3110639.750000 Penalty: 5012.464355
	Iteration 57F: 3 clusters Score -3110640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217234 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 47621 members 
Mstep: Class 5 contains 134258 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121329 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97192 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 18 contains 153574 members 
Mstep: Class 19 contains 52080 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270160.000000 Penalty: 65258.660156
Iteration 119Q: 20 clusters Score -1.352702e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217233 members 
Mstep: Class 3 contains 700 members 
Mstep: Class 4 contains 47620 members 
Mstep: Class 5 contains 134256 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121327 members 
Mstep: Class 10 contains 103656 members 
Mstep: Class 11 contains 70717 members 
Mstep: Class 12 contains 97195 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 534 members 
Mstep: Class 18 contains 153569 members 
Mstep: Class 19 contains 52088 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270624.000000 Penalty: 65258.660156
Iteration 120F: 20 clusters Score -1.352706e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217230 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 47619 members 
Mstep: Class 5 contains 134254 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121328 members 
Mstep: Class 10 contains 103647 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97201 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 18 contains 153564 members 
Mstep: Class 19 contains 52101 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.352712e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217231 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 47615 members 
Mstep: Class 5 contains 134260 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121330 members 
Mstep: Class 10 contains 103642 members 
Mstep: Class 11 contains 70716 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 18 contains 153559 members 
Mstep: Class 19 contains 52107 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271744.000000 Penalty: 65258.660156
Iteration 122Q: 20 clusters Score -1.352717e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217229 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 47613 members 
Mstep: Class 5 contains 134263 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121334 members 
Mstep: Class 10 contains 103640 members 
Mstep: Class 11 contains 70716 members 
Mstep: Class 12 contains 97199 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 18 contains 153544 members 
Mstep: Class 19 contains 52113 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 20 clusters Score -1.352722e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217225 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 47611 members 
Mstep: Class 5 contains 134260 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121339 members 
Mstep: Class 10 contains 103644 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 12 contains 97190 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153531 members 
Mstep: Class 19 contains 52121 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272544.000000 Penalty: 65258.660156
Iteration 124Q: 20 clusters Score -1.352725e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217218 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 47610 members 
Mstep: Class 5 contains 134259 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121339 members 
Mstep: Class 10 contains 103638 members 
Mstep: Class 11 contains 70719 members 
Mstep: Class 12 contains 97180 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153525 members 
Mstep: Class 19 contains 52127 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272640.000000 Penalty: 65258.660156
Iteration 125Q: 20 clusters Score -1.352726e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217211 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47604 members 
Mstep: Class 5 contains 134267 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121339 members 
Mstep: Class 10 contains 103630 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97184 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 52130 members 
Mstep: Class 20 contains 24481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272528.000000 Penalty: 65258.660156
Iteration 126Q: 20 clusters Score -1.352725e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217209 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47600 members 
Mstep: Class 5 contains 134271 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121338 members 
Mstep: Class 10 contains 103621 members 
Mstep: Class 11 contains 70723 members 
Mstep: Class 12 contains 97183 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52134 members 
Mstep: Class 20 contains 24482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272608.000000 Penalty: 65258.660156
Iteration 127Q: 20 clusters Score -1.352726e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217201 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 134276 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103619 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97187 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 52138 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272624.000000 Penalty: 65258.660156
Iteration 128Q: 20 clusters Score -1.352726e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217196 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47596 members 
Mstep: Class 5 contains 134276 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121342 members 
Mstep: Class 10 contains 103616 members 
Mstep: Class 11 contains 70720 members 
Mstep: Class 12 contains 97189 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 52141 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272608.000000 Penalty: 65258.660156
Iteration 129Q: 20 clusters Score -1.352726e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217198 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47593 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103614 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97191 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 52143 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272640.000000 Penalty: 65258.660156
Iteration 130Q: 20 clusters Score -1.352726e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217199 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 134271 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103616 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97191 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153527 members 
Mstep: Class 19 contains 52144 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
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Score: -135272608.000000 Penalty: 65258.660156
Iteration 131Q: 20 clusters Score -1.352726e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217197 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47592 members 
Mstep: Class 5 contains 134269 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97191 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52145 members 
Mstep: Class 20 contains 24483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272528.000000 Penalty: 65258.660156
Iteration 132Q: 20 clusters Score -1.352725e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217192 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47590 members 
Mstep: Class 5 contains 134270 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121341 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70721 members 
Mstep: Class 12 contains 97193 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153530 members 
Mstep: Class 19 contains 52146 members 
Mstep: Class 20 contains 24484 members 
Entering Unmasked Estep 
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Score: -135272512.000000 Penalty: 65258.660156
Iteration 133Q: 20 clusters Score -1.352725e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217187 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47590 members 
Mstep: Class 5 contains 134273 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103618 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97194 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52146 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272576.000000 Penalty: 65258.660156
Iteration 134Q: 20 clusters Score -1.352726e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47589 members 
Mstep: Class 5 contains 134273 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103619 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97196 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272592.000000 Penalty: 65258.660156
Iteration 135Q: 20 clusters Score -1.352726e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217183 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47589 members 
Mstep: Class 5 contains 134274 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103618 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97197 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272576.000000 Penalty: 65258.660156
Iteration 136Q: 20 clusters Score -1.352726e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47589 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97196 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272528.000000 Penalty: 65258.660156
Iteration 137Q: 20 clusters Score -1.352725e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217186 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97196 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272608.000000 Penalty: 65258.660156
Iteration 138Q: 20 clusters Score -1.352726e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217185 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97196 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153529 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272592.000000 Penalty: 65258.660156
Iteration 139Q: 20 clusters Score -1.352726e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217185 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97197 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272560.000000 Penalty: 65258.660156
Iteration 140F: 20 clusters Score -1.352726e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217185 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153527 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272576.000000 Penalty: 65258.660156
Iteration 141Q: 20 clusters Score -1.352726e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272576.000000 Penalty: 65258.660156
Iteration 142Q: 20 clusters Score -1.352726e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272576.000000 Penalty: 65258.660156
Iteration 143F: 20 clusters Score -1.352726e+08 nChanged 0
Entering ConstructFrom: 
Score: -135272576.000000 Penalty: 65258.660156
Entering ConstructFrom: 
Trying to split cluster 1 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -110453.390625 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -110453.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108648.656250 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -108648.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108970.210938 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -108970.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109127.242188 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -109127.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109284.078125 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -109284.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109523.656250 Penalty: 3388.648926
	Iteration 4F: 3 clusters Score -109523.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -109867.093750 Penalty: 3388.648926
	Iteration 5F: 3 clusters Score -109867.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110489.890625 Penalty: 3388.648926
	Iteration 6F: 3 clusters Score -110489.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -111051.007812 Penalty: 3388.648926
	Iteration 7F: 3 clusters Score -111051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -111194.851562 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -111194.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -111232.593750 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -111232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -111234.656250 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -111234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111237.468750 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -111237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111237.468750 Penalty: 3388.648926
	Iteration 12F: 3 clusters Score -111237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
Score: -135271504.000000 Penalty: 68693.328125
Splitting cluster 1 changes total score from -135272576.000000 to -135271504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (217184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Entering Unmasked Estep 
Score: -28795666.000000 Penalty: 3047.547852
	Iteration 0F: 2 clusters Score -2.879567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 108673 members 
Entering Unmasked Estep 
Score: -28660352.000000 Penalty: 6095.095703
	Iteration 0F: 3 clusters Score -2.866035e+07 nChanged 104573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -28721114.000000 Penalty: 6095.095703
	Iteration 1F: 3 clusters Score -2.872111e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Mstep: Class 2 contains 112943 members 
Entering Unmasked Estep 
Score: -28722038.000000 Penalty: 6095.095703
	Iteration 2Q: 3 clusters Score -2.872204e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -28723118.000000 Penalty: 6095.095703
	Iteration 3Q: 3 clusters Score -2.872312e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -28724796.000000 Penalty: 6095.095703
	Iteration 4Q: 3 clusters Score -2.87248e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -28727680.000000 Penalty: 6095.095703
	Iteration 5Q: 3 clusters Score -2.872768e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -28731918.000000 Penalty: 6095.095703
	Iteration 6Q: 3 clusters Score -2.873192e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 138568 members 
Entering Unmasked Estep 
Score: -28738362.000000 Penalty: 6095.095703
	Iteration 7F: 3 clusters Score -2.873836e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -28747964.000000 Penalty: 6095.095703
	Iteration 8F: 3 clusters Score -2.874796e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -28759032.000000 Penalty: 6095.095703
	Iteration 9F: 3 clusters Score -2.875903e+07 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 169541 members 
Entering Unmasked Estep 
Score: -28768778.000000 Penalty: 6095.095703
	Iteration 10F: 3 clusters Score -2.876878e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -28774736.000000 Penalty: 6095.095703
	Iteration 11Q: 3 clusters Score -2.877474e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -28777954.000000 Penalty: 6095.095703
	Iteration 12Q: 3 clusters Score -2.877795e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 185066 members 
Entering Unmasked Estep 
Score: -28779722.000000 Penalty: 6095.095703
	Iteration 13Q: 3 clusters Score -2.877972e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 188843 members 
Entering Unmasked Estep 
Score: -28781056.000000 Penalty: 6095.095703
	Iteration 14Q: 3 clusters Score -2.878106e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 192350 members 
Entering Unmasked Estep 
Score: -28782424.000000 Penalty: 6095.095703
	Iteration 15Q: 3 clusters Score -2.878242e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 195604 members 
Entering Unmasked Estep 
Score: -28783574.000000 Penalty: 6095.095703
	Iteration 16Q: 3 clusters Score -2.878357e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -28784654.000000 Penalty: 6095.095703
	Iteration 17Q: 3 clusters Score -2.878465e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 201100 members 
Entering Unmasked Estep 
Score: -28785576.000000 Penalty: 6095.095703
	Iteration 18Q: 3 clusters Score -2.878558e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 203360 members 
Entering Unmasked Estep 
Score: -28786546.000000 Penalty: 6095.095703
	Iteration 19Q: 3 clusters Score -2.878655e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -28787394.000000 Penalty: 6095.095703
	Iteration 20F: 3 clusters Score -2.878739e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 206976 members 
Entering Unmasked Estep 
Score: -28788012.000000 Penalty: 6095.095703
	Iteration 21Q: 3 clusters Score -2.878801e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 208385 members 
Entering Unmasked Estep 
Score: -28788772.000000 Penalty: 6095.095703
	Iteration 22Q: 3 clusters Score -2.878877e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 209581 members 
Entering Unmasked Estep 
Score: -28789446.000000 Penalty: 6095.095703
	Iteration 23Q: 3 clusters Score -2.878945e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 210558 members 
Entering Unmasked Estep 
Score: -28789968.000000 Penalty: 6095.095703
	Iteration 24Q: 3 clusters Score -2.878997e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 211298 members 
Entering Unmasked Estep 
Score: -28790228.000000 Penalty: 6095.095703
	Iteration 25Q: 3 clusters Score -2.879023e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 211941 members 
Entering Unmasked Estep 
Score: -28790524.000000 Penalty: 6095.095703
	Iteration 26Q: 3 clusters Score -2.879052e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -28790790.000000 Penalty: 6095.095703
	Iteration 27Q: 3 clusters Score -2.879079e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 212917 members 
Entering Unmasked Estep 
Score: -28791070.000000 Penalty: 6095.095703
	Iteration 28Q: 3 clusters Score -2.879107e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 213328 members 
Entering Unmasked Estep 
Score: -28791342.000000 Penalty: 6095.095703
	Iteration 29Q: 3 clusters Score -2.879134e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -28791484.000000 Penalty: 6095.095703
	Iteration 30Q: 3 clusters Score -2.879148e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 213942 members 
Entering Unmasked Estep 
Score: -28791618.000000 Penalty: 6095.095703
	Iteration 31Q: 3 clusters Score -2.879162e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 214207 members 
Entering Unmasked Estep 
Score: -28791856.000000 Penalty: 6095.095703
	Iteration 32Q: 3 clusters Score -2.879186e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -28791940.000000 Penalty: 6095.095703
	Iteration 33Q: 3 clusters Score -2.879194e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 214624 members 
Entering Unmasked Estep 
Score: -28792038.000000 Penalty: 6095.095703
	Iteration 34Q: 3 clusters Score -2.879204e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -28792172.000000 Penalty: 6095.095703
	Iteration 35Q: 3 clusters Score -2.879217e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 214919 members 
Entering Unmasked Estep 
Score: -28792268.000000 Penalty: 6095.095703
	Iteration 36Q: 3 clusters Score -2.879227e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 215040 members 
Entering Unmasked Estep 
Score: -28792302.000000 Penalty: 6095.095703
	Iteration 37Q: 3 clusters Score -2.87923e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 215134 members 
Entering Unmasked Estep 
Score: -28792416.000000 Penalty: 6095.095703
	Iteration 38Q: 3 clusters Score -2.879242e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 215216 members 
Entering Unmasked Estep 
Score: -28792458.000000 Penalty: 6095.095703
	Iteration 39Q: 3 clusters Score -2.879246e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 215293 members 
Entering Unmasked Estep 
Score: -28792446.000000 Penalty: 6095.095703
	Iteration 40F: 3 clusters Score -2.879245e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 215345 members 
Entering Unmasked Estep 
Score: -28792512.000000 Penalty: 6095.095703
	Iteration 41Q: 3 clusters Score -2.879251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 215392 members 
Entering Unmasked Estep 
Score: -28792564.000000 Penalty: 6095.095703
	Iteration 42Q: 3 clusters Score -2.879256e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 215446 members 
Entering Unmasked Estep 
Score: -28792572.000000 Penalty: 6095.095703
	Iteration 43Q: 3 clusters Score -2.879257e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 215500 members 
Entering Unmasked Estep 
Score: -28792632.000000 Penalty: 6095.095703
	Iteration 44Q: 3 clusters Score -2.879263e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 215545 members 
Entering Unmasked Estep 
Score: -28792642.000000 Penalty: 6095.095703
	Iteration 45Q: 3 clusters Score -2.879264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 215583 members 
Entering Unmasked Estep 
Score: -28792672.000000 Penalty: 6095.095703
	Iteration 46Q: 3 clusters Score -2.879267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 215615 members 
Entering Unmasked Estep 
Score: -28792696.000000 Penalty: 6095.095703
	Iteration 47Q: 3 clusters Score -2.87927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 215645 members 
Entering Unmasked Estep 
Score: -28792690.000000 Penalty: 6095.095703
	Iteration 48Q: 3 clusters Score -2.879269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 215662 members 
Entering Unmasked Estep 
Score: -28792692.000000 Penalty: 6095.095703
	Iteration 49Q: 3 clusters Score -2.879269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 215675 members 
Entering Unmasked Estep 
Score: -28792730.000000 Penalty: 6095.095703
	Iteration 50Q: 3 clusters Score -2.879273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -28792704.000000 Penalty: 6095.095703
	Iteration 51Q: 3 clusters Score -2.87927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 215699 members 
Entering Unmasked Estep 
Score: -28792690.000000 Penalty: 6095.095703
	Iteration 52Q: 3 clusters Score -2.879269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 215714 members 
Entering Unmasked Estep 
Score: -28792708.000000 Penalty: 6095.095703
	Iteration 53Q: 3 clusters Score -2.879271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 215721 members 
Entering Unmasked Estep 
Score: -28792728.000000 Penalty: 6095.095703
	Iteration 54Q: 3 clusters Score -2.879273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 215725 members 
Entering Unmasked Estep 
Score: -28792716.000000 Penalty: 6095.095703
	Iteration 55Q: 3 clusters Score -2.879272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 215731 members 
Entering Unmasked Estep 
Score: -28792698.000000 Penalty: 6095.095703
	Iteration 56Q: 3 clusters Score -2.87927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 215733 members 
Entering Unmasked Estep 
Score: -28792700.000000 Penalty: 6095.095703
	Iteration 57Q: 3 clusters Score -2.87927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 215736 members 
Entering Unmasked Estep 
Score: -28792710.000000 Penalty: 6095.095703
	Iteration 58Q: 3 clusters Score -2.879271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 215738 members 
Entering Unmasked Estep 
Score: -28792730.000000 Penalty: 6095.095703
	Iteration 59Q: 3 clusters Score -2.879273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 215740 members 
Entering Unmasked Estep 
Score: -28792722.000000 Penalty: 6095.095703
	Iteration 60F: 3 clusters Score -2.879272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 215742 members 
Entering Unmasked Estep 
Score: -28792722.000000 Penalty: 6095.095703
	Iteration 61Q: 3 clusters Score -2.879272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 215745 members 
Entering Unmasked Estep 
Score: -28792734.000000 Penalty: 6095.095703
	Iteration 62Q: 3 clusters Score -2.879273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 215748 members 
Entering Unmasked Estep 
Score: -28792730.000000 Penalty: 6095.095703
	Iteration 63Q: 3 clusters Score -2.879273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 215752 members 
Entering Unmasked Estep 
Score: -28792742.000000 Penalty: 6095.095703
	Iteration 64Q: 3 clusters Score -2.879274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 215754 members 
Entering Unmasked Estep 
Score: -28792724.000000 Penalty: 6095.095703
	Iteration 65Q: 3 clusters Score -2.879272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 215757 members 
Entering Unmasked Estep 
Score: -28792730.000000 Penalty: 6095.095703
	Iteration 66Q: 3 clusters Score -2.879273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 215759 members 
Entering Unmasked Estep 
Score: -28792746.000000 Penalty: 6095.095703
	Iteration 67Q: 3 clusters Score -2.879275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 215760 members 
Entering Unmasked Estep 
Score: -28792738.000000 Penalty: 6095.095703
	Iteration 68Q: 3 clusters Score -2.879274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 215760 members 
Entering Unmasked Estep 
Score: -28792738.000000 Penalty: 6095.095703
	Iteration 69F: 3 clusters Score -2.879274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -56570.757812 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -56570.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55110.007812 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -55110.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55310.171875 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -55310.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55434.519531 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -55434.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55527.175781 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -55527.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55675.242188 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -55675.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55755.699219 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -55755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55866.710938 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -55866.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56029.527344 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -56029.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56288.437500 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -56288.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56386.488281 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -56386.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56474.300781 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -56474.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56616.179688 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -56616.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56779.707031 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -56779.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56826.652344 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -56826.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56834.195312 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -56834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56841.562500 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -56841.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56843.355469 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -56843.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56854.812500 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -56854.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56861.335938 Penalty: 3062.197998
	Iteration 18Q: 3 clusters Score -56861.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56880.839844 Penalty: 3062.197998
	Iteration 19Q: 3 clusters Score -56880.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56909.101562 Penalty: 3062.197998
	Iteration 20F: 3 clusters Score -56909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56962.285156 Penalty: 3062.197998
	Iteration 21Q: 3 clusters Score -56962.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56994.546875 Penalty: 3062.197998
	Iteration 22Q: 3 clusters Score -56994.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57017.816406 Penalty: 3062.197998
	Iteration 23Q: 3 clusters Score -57017.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57025.683594 Penalty: 3062.197998
	Iteration 24Q: 3 clusters Score -57025.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57025.683594 Penalty: 3062.197998
	Iteration 25F: 3 clusters Score -57025.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 217184 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 134275 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 121340 members 
Mstep: Class 10 contains 103617 members 
Mstep: Class 11 contains 70722 members 
Mstep: Class 12 contains 97198 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 153528 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 24485 members 
Entering Unmasked Estep 
Score: -135271216.000000 Penalty: 68693.328125
Splitting cluster 3 changes total score from -135272576.000000 to -135271216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (47588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Entering Unmasked Estep 
Score: -6380890.500000 Penalty: 2671.043457
	Iteration 0F: 2 clusters Score -6380890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -6349013.500000 Penalty: 5342.086914
	Iteration 0F: 3 clusters Score -6349014 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -6361884.500000 Penalty: 5342.086914
	Iteration 1F: 3 clusters Score -6361884 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6363153.000000 Penalty: 5342.086914
	Iteration 2F: 3 clusters Score -6363153 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6364899.000000 Penalty: 5342.086914
	Iteration 3F: 3 clusters Score -6364899 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -6367158.000000 Penalty: 5342.086914
	Iteration 4F: 3 clusters Score -6367158 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -6370119.000000 Penalty: 5342.086914
	Iteration 5F: 3 clusters Score -6370119 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -6373194.000000 Penalty: 5342.086914
	Iteration 6F: 3 clusters Score -6373194 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6375548.500000 Penalty: 5342.086914
	Iteration 7F: 3 clusters Score -6375548 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6376939.000000 Penalty: 5342.086914
	Iteration 8Q: 3 clusters Score -6376939 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6377683.500000 Penalty: 5342.086914
	Iteration 9Q: 3 clusters Score -6377684 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -6378111.500000 Penalty: 5342.086914
	Iteration 10Q: 3 clusters Score -6378112 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6378418.500000 Penalty: 5342.086914
	Iteration 11Q: 3 clusters Score -6378418 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -6378616.500000 Penalty: 5342.086914
	Iteration 12Q: 3 clusters Score -6378616 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -6378792.000000 Penalty: 5342.086914
	Iteration 13Q: 3 clusters Score -6378792 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -6378912.000000 Penalty: 5342.086914
	Iteration 14Q: 3 clusters Score -6378912 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -6379020.000000 Penalty: 5342.086914
	Iteration 15Q: 3 clusters Score -6379020 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6379107.500000 Penalty: 5342.086914
	Iteration 16Q: 3 clusters Score -6379108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -6379198.000000 Penalty: 5342.086914
	Iteration 17Q: 3 clusters Score -6379198 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -6379275.000000 Penalty: 5342.086914
	Iteration 18Q: 3 clusters Score -6379275 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -6379329.000000 Penalty: 5342.086914
	Iteration 19Q: 3 clusters Score -6379329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -6379378.500000 Penalty: 5342.086914
	Iteration 20F: 3 clusters Score -6379378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6379449.000000 Penalty: 5342.086914
	Iteration 21Q: 3 clusters Score -6379449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -6379465.500000 Penalty: 5342.086914
	Iteration 22Q: 3 clusters Score -6379466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -6379491.000000 Penalty: 5342.086914
	Iteration 23Q: 3 clusters Score -6379491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -6379520.500000 Penalty: 5342.086914
	Iteration 24Q: 3 clusters Score -6379520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -6379544.500000 Penalty: 5342.086914
	Iteration 25Q: 3 clusters Score -6379544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6379567.000000 Penalty: 5342.086914
	Iteration 26Q: 3 clusters Score -6379567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6379585.500000 Penalty: 5342.086914
	Iteration 27Q: 3 clusters Score -6379586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6379592.000000 Penalty: 5342.086914
	Iteration 28Q: 3 clusters Score -6379592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -6379607.000000 Penalty: 5342.086914
	Iteration 29Q: 3 clusters Score -6379607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -6379605.500000 Penalty: 5342.086914
	Iteration 30Q: 3 clusters Score -6379606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -6379625.000000 Penalty: 5342.086914
	Iteration 31Q: 3 clusters Score -6379625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -6379624.500000 Penalty: 5342.086914
	Iteration 32Q: 3 clusters Score -6379624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6379638.500000 Penalty: 5342.086914
	Iteration 33Q: 3 clusters Score -6379638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6379642.000000 Penalty: 5342.086914
	Iteration 34Q: 3 clusters Score -6379642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -6379642.000000 Penalty: 5342.086914
	Iteration 35Q: 3 clusters Score -6379642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -6379636.000000 Penalty: 5342.086914
	Iteration 36Q: 3 clusters Score -6379636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6379643.500000 Penalty: 5342.086914
	Iteration 37Q: 3 clusters Score -6379644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6379657.500000 Penalty: 5342.086914
	Iteration 38Q: 3 clusters Score -6379658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6379662.500000 Penalty: 5342.086914
	Iteration 39Q: 3 clusters Score -6379662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6379665.500000 Penalty: 5342.086914
	Iteration 40F: 3 clusters Score -6379666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6379658.000000 Penalty: 5342.086914
	Iteration 41Q: 3 clusters Score -6379658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -6379648.000000 Penalty: 5342.086914
	Iteration 42Q: 3 clusters Score -6379648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -6379658.500000 Penalty: 5342.086914
	Iteration 43Q: 3 clusters Score -6379658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6379657.000000 Penalty: 5342.086914
	Iteration 44Q: 3 clusters Score -6379657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6379668.000000 Penalty: 5342.086914
	Iteration 45Q: 3 clusters Score -6379668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6379669.000000 Penalty: 5342.086914
	Iteration 46Q: 3 clusters Score -6379669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6379672.500000 Penalty: 5342.086914
	Iteration 47Q: 3 clusters Score -6379672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -6379671.500000 Penalty: 5342.086914
	Iteration 48Q: 3 clusters Score -6379672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6379676.500000 Penalty: 5342.086914
	Iteration 49Q: 3 clusters Score -6379676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6379681.500000 Penalty: 5342.086914
	Iteration 50Q: 3 clusters Score -6379682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6379682.000000 Penalty: 5342.086914
	Iteration 51Q: 3 clusters Score -6379682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6379698.000000 Penalty: 5342.086914
	Iteration 52Q: 3 clusters Score -6379698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6379697.500000 Penalty: 5342.086914
	Iteration 53Q: 3 clusters Score -6379698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6379711.000000 Penalty: 5342.086914
	Iteration 54Q: 3 clusters Score -6379711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6379705.500000 Penalty: 5342.086914
	Iteration 55Q: 3 clusters Score -6379706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6379710.500000 Penalty: 5342.086914
	Iteration 56Q: 3 clusters Score -6379710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -6379709.000000 Penalty: 5342.086914
	Iteration 57Q: 3 clusters Score -6379709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -6379716.000000 Penalty: 5342.086914
	Iteration 58Q: 3 clusters Score -6379716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6379715.500000 Penalty: 5342.086914
	Iteration 59Q: 3 clusters Score -6379716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -6379719.000000 Penalty: 5342.086914
	Iteration 60F: 3 clusters Score -6379719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6379723.500000 Penalty: 5342.086914
	Iteration 61Q: 3 clusters Score -6379724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6379722.000000 Penalty: 5342.086914
	Iteration 62Q: 3 clusters Score -6379722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6379728.500000 Penalty: 5342.086914
	Iteration 63Q: 3 clusters Score -6379728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -6379721.500000 Penalty: 5342.086914
	Iteration 64Q: 3 clusters Score -6379722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -6379721.000000 Penalty: 5342.086914
	Iteration 65Q: 3 clusters Score -6379721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -6379720.500000 Penalty: 5342.086914
	Iteration 66Q: 3 clusters Score -6379720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -6379720.500000 Penalty: 5342.086914
	Iteration 67F: 3 clusters Score -6379720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (134275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134275 members 
Entering Unmasked Estep 
Score: -17914150.000000 Penalty: 2928.295898
	Iteration 0F: 2 clusters Score -1.791415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -17825694.000000 Penalty: 5856.591797
	Iteration 0F: 3 clusters Score -1.782569e+07 nChanged 64063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -17862810.000000 Penalty: 5856.591797
	Iteration 1F: 3 clusters Score -1.786281e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -17863698.000000 Penalty: 5856.591797
	Iteration 2Q: 3 clusters Score -1.78637e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -17864714.000000 Penalty: 5856.591797
	Iteration 3Q: 3 clusters Score -1.786471e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -17866028.000000 Penalty: 5856.591797
	Iteration 4Q: 3 clusters Score -1.786603e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70383 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -17867720.000000 Penalty: 5856.591797
	Iteration 5Q: 3 clusters Score -1.786772e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -17870526.000000 Penalty: 5856.591797
	Iteration 6Q: 3 clusters Score -1.787053e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -17874742.000000 Penalty: 5856.591797
	Iteration 7F: 3 clusters Score -1.787474e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -17880482.000000 Penalty: 5856.591797
	Iteration 8F: 3 clusters Score -1.788048e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -17887164.000000 Penalty: 5856.591797
	Iteration 9F: 3 clusters Score -1.788716e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -17892654.000000 Penalty: 5856.591797
	Iteration 10F: 3 clusters Score -1.789265e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -17895354.000000 Penalty: 5856.591797
	Iteration 11Q: 3 clusters Score -1.789535e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -17896618.000000 Penalty: 5856.591797
	Iteration 12Q: 3 clusters Score -1.789662e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -17897452.000000 Penalty: 5856.591797
	Iteration 13Q: 3 clusters Score -1.789745e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -17898212.000000 Penalty: 5856.591797
	Iteration 14Q: 3 clusters Score -1.789821e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -17899110.000000 Penalty: 5856.591797
	Iteration 15Q: 3 clusters Score -1.789911e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -17899888.000000 Penalty: 5856.591797
	Iteration 16Q: 3 clusters Score -1.789989e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -17900648.000000 Penalty: 5856.591797
	Iteration 17Q: 3 clusters Score -1.790065e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -17901448.000000 Penalty: 5856.591797
	Iteration 18Q: 3 clusters Score -1.790145e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -17902296.000000 Penalty: 5856.591797
	Iteration 19Q: 3 clusters Score -1.79023e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -17903098.000000 Penalty: 5856.591797
	Iteration 20F: 3 clusters Score -1.79031e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -17903956.000000 Penalty: 5856.591797
	Iteration 21Q: 3 clusters Score -1.790396e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -17904798.000000 Penalty: 5856.591797
	Iteration 22Q: 3 clusters Score -1.79048e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -17905652.000000 Penalty: 5856.591797
	Iteration 23Q: 3 clusters Score -1.790565e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -17906494.000000 Penalty: 5856.591797
	Iteration 24Q: 3 clusters Score -1.790649e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -17907242.000000 Penalty: 5856.591797
	Iteration 25Q: 3 clusters Score -1.790724e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -17907822.000000 Penalty: 5856.591797
	Iteration 26Q: 3 clusters Score -1.790782e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -17908282.000000 Penalty: 5856.591797
	Iteration 27Q: 3 clusters Score -1.790828e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119747 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -17908796.000000 Penalty: 5856.591797
	Iteration 28Q: 3 clusters Score -1.79088e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -17909362.000000 Penalty: 5856.591797
	Iteration 29Q: 3 clusters Score -1.790936e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -17909774.000000 Penalty: 5856.591797
	Iteration 30Q: 3 clusters Score -1.790977e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123668 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -17910092.000000 Penalty: 5856.591797
	Iteration 31Q: 3 clusters Score -1.791009e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124669 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -17910370.000000 Penalty: 5856.591797
	Iteration 32Q: 3 clusters Score -1.791037e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125540 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -17910570.000000 Penalty: 5856.591797
	Iteration 33Q: 3 clusters Score -1.791057e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -17910744.000000 Penalty: 5856.591797
	Iteration 34Q: 3 clusters Score -1.791074e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -17910990.000000 Penalty: 5856.591797
	Iteration 35Q: 3 clusters Score -1.791099e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -17911228.000000 Penalty: 5856.591797
	Iteration 36Q: 3 clusters Score -1.791123e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128334 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -17911388.000000 Penalty: 5856.591797
	Iteration 37Q: 3 clusters Score -1.791139e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -17911510.000000 Penalty: 5856.591797
	Iteration 38Q: 3 clusters Score -1.791151e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129370 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -17911622.000000 Penalty: 5856.591797
	Iteration 39Q: 3 clusters Score -1.791162e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -17911750.000000 Penalty: 5856.591797
	Iteration 40F: 3 clusters Score -1.791175e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130159 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -17911790.000000 Penalty: 5856.591797
	Iteration 41Q: 3 clusters Score -1.791179e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -17911836.000000 Penalty: 5856.591797
	Iteration 42Q: 3 clusters Score -1.791184e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130741 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -17911946.000000 Penalty: 5856.591797
	Iteration 43Q: 3 clusters Score -1.791195e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -17912034.000000 Penalty: 5856.591797
	Iteration 44Q: 3 clusters Score -1.791203e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -17912070.000000 Penalty: 5856.591797
	Iteration 45Q: 3 clusters Score -1.791207e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131418 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -17912086.000000 Penalty: 5856.591797
	Iteration 46Q: 3 clusters Score -1.791209e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -17912118.000000 Penalty: 5856.591797
	Iteration 47Q: 3 clusters Score -1.791212e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -17912190.000000 Penalty: 5856.591797
	Iteration 48Q: 3 clusters Score -1.791219e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -17912178.000000 Penalty: 5856.591797
	Iteration 49Q: 3 clusters Score -1.791218e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131887 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -17912170.000000 Penalty: 5856.591797
	Iteration 50Q: 3 clusters Score -1.791217e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -17912176.000000 Penalty: 5856.591797
	Iteration 51Q: 3 clusters Score -1.791218e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -17912184.000000 Penalty: 5856.591797
	Iteration 52Q: 3 clusters Score -1.791218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -17912200.000000 Penalty: 5856.591797
	Iteration 53Q: 3 clusters Score -1.79122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17912250.000000 Penalty: 5856.591797
	Iteration 54Q: 3 clusters Score -1.791225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17912250.000000 Penalty: 5856.591797
	Iteration 55Q: 3 clusters Score -1.791225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17912284.000000 Penalty: 5856.591797
	Iteration 56Q: 3 clusters Score -1.791228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -17912282.000000 Penalty: 5856.591797
	Iteration 57Q: 3 clusters Score -1.791228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -17912274.000000 Penalty: 5856.591797
	Iteration 58Q: 3 clusters Score -1.791227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132271 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17912264.000000 Penalty: 5856.591797
	Iteration 59Q: 3 clusters Score -1.791226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132296 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17912270.000000 Penalty: 5856.591797
	Iteration 60F: 3 clusters Score -1.791227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -17912288.000000 Penalty: 5856.591797
	Iteration 61Q: 3 clusters Score -1.791229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132335 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -17912298.000000 Penalty: 5856.591797
	Iteration 62Q: 3 clusters Score -1.79123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17912298.000000 Penalty: 5856.591797
	Iteration 63Q: 3 clusters Score -1.79123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17912286.000000 Penalty: 5856.591797
	Iteration 64Q: 3 clusters Score -1.791229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17912288.000000 Penalty: 5856.591797
	Iteration 65Q: 3 clusters Score -1.791229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -17912296.000000 Penalty: 5856.591797
	Iteration 66Q: 3 clusters Score -1.79123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17912284.000000 Penalty: 5856.591797
	Iteration 67Q: 3 clusters Score -1.791228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17912306.000000 Penalty: 5856.591797
	Iteration 68Q: 3 clusters Score -1.791231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17912310.000000 Penalty: 5856.591797
	Iteration 69Q: 3 clusters Score -1.791231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132424 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17912308.000000 Penalty: 5856.591797
	Iteration 70Q: 3 clusters Score -1.791231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17912304.000000 Penalty: 5856.591797
	Iteration 71Q: 3 clusters Score -1.79123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -17912302.000000 Penalty: 5856.591797
	Iteration 72Q: 3 clusters Score -1.79123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -17912312.000000 Penalty: 5856.591797
	Iteration 73Q: 3 clusters Score -1.791231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -17912306.000000 Penalty: 5856.591797
	Iteration 74Q: 3 clusters Score -1.791231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -17912310.000000 Penalty: 5856.591797
	Iteration 75Q: 3 clusters Score -1.791231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -17912300.000000 Penalty: 5856.591797
	Iteration 76Q: 3 clusters Score -1.79123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -17912302.000000 Penalty: 5856.591797
	Iteration 77Q: 3 clusters Score -1.79123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17912298.000000 Penalty: 5856.591797
	Iteration 78Q: 3 clusters Score -1.79123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17912298.000000 Penalty: 5856.591797
	Iteration 79F: 3 clusters Score -1.79123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -123747.679688 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -123747.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121780.171875 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -121780.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -122058.476562 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -122058.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122143.328125 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -122143.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -122192.023438 Penalty: 3430.690674
	Iteration 3Q: 3 clusters Score -122192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122226.507812 Penalty: 3430.690674
	Iteration 4Q: 3 clusters Score -122226.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122268.937500 Penalty: 3430.690674
	Iteration 5Q: 3 clusters Score -122268.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122303.210938 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -122303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122335.437500 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -122335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122358.804688 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -122358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122397.195312 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -122397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122426.515625 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -122426.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -122507.921875 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -122507.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122584.953125 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -122585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -122742.179688 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -122742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122881.500000 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -122881.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122942.742188 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -122942.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122977.820312 Penalty: 3430.690674
	Iteration 16Q: 3 clusters Score -122977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123016.476562 Penalty: 3430.690674
	Iteration 17Q: 3 clusters Score -123016.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123057.023438 Penalty: 3430.690674
	Iteration 18Q: 3 clusters Score -123057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123105.203125 Penalty: 3430.690674
	Iteration 19Q: 3 clusters Score -123105.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123155.750000 Penalty: 3430.690674
	Iteration 20F: 3 clusters Score -123155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123198.507812 Penalty: 3430.690674
	Iteration 21Q: 3 clusters Score -123198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123219.867188 Penalty: 3430.690674
	Iteration 22Q: 3 clusters Score -123219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123233.781250 Penalty: 3430.690674
	Iteration 23Q: 3 clusters Score -123233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123252.648438 Penalty: 3430.690674
	Iteration 24Q: 3 clusters Score -123252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123265.359375 Penalty: 3430.690674
	Iteration 25Q: 3 clusters Score -123265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123274.773438 Penalty: 3430.690674
	Iteration 26Q: 3 clusters Score -123274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123286.656250 Penalty: 3430.690674
	Iteration 27Q: 3 clusters Score -123286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123292.882812 Penalty: 3430.690674
	Iteration 28Q: 3 clusters Score -123292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123295.398438 Penalty: 3430.690674
	Iteration 29Q: 3 clusters Score -123295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123297.843750 Penalty: 3430.690674
	Iteration 30Q: 3 clusters Score -123297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123298.953125 Penalty: 3430.690674
	Iteration 31Q: 3 clusters Score -123299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123298.953125 Penalty: 3430.690674
	Iteration 32F: 3 clusters Score -123299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -28481.349609 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -28481.35 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 132 members 
Entering Unmasked Estep 
Score: -27286.353516 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -27286.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27391.097656 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -27391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27442.619141 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -27442.62 nChanged 3
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: -27454.328125 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -27454.33 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: -27454.328125 Penalty: 2756.186768
	Iteration 4F: 3 clusters Score -27454.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -333371.593750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -333371.6 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 1208 members 
Entering Unmasked Estep 
Score: -330461.812500 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -330461.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330973.093750 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -330973.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331097.250000 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -331097.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331156.656250 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -331156.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -331201.000000 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -331201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -331241.031250 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -331241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -331281.406250 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -331281.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -331305.062500 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -331305.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331324.343750 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -331324.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331335.843750 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -331335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -331342.593750 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -331342.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -331351.187500 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -331351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -331356.656250 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -331356.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -331364.531250 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -331364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331370.250000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -331370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -331379.187500 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -331379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -331388.718750 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -331388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -331393.375000 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -331393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -331398.937500 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -331398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -331404.375000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -331404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -331407.156250 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -331407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -331409.968750 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -331410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -331409.906250 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -331409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -331410.375000 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -331410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -331411.625000 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -331411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -331411.375000 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -331411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -331411.375000 Penalty: 3860.272461
	Iteration 26F: 3 clusters Score -331411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121340 members 
Entering Unmasked Estep 
Score: -16238468.000000 Penalty: 2903.175293
	Iteration 0F: 2 clusters Score -1.623847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -16157589.000000 Penalty: 5806.350586
	Iteration 0F: 3 clusters Score -1.615759e+07 nChanged 57737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -16190718.000000 Penalty: 5806.350586
	Iteration 1F: 3 clusters Score -1.619072e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -16191399.000000 Penalty: 5806.350586
	Iteration 2Q: 3 clusters Score -1.61914e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -16192016.000000 Penalty: 5806.350586
	Iteration 3Q: 3 clusters Score -1.619202e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -16193064.000000 Penalty: 5806.350586
	Iteration 4Q: 3 clusters Score -1.619306e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -16194573.000000 Penalty: 5806.350586
	Iteration 5Q: 3 clusters Score -1.619457e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -16197040.000000 Penalty: 5806.350586
	Iteration 6Q: 3 clusters Score -1.619704e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -16201405.000000 Penalty: 5806.350586
	Iteration 7F: 3 clusters Score -1.62014e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -16207989.000000 Penalty: 5806.350586
	Iteration 8F: 3 clusters Score -1.620799e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -16216576.000000 Penalty: 5806.350586
	Iteration 9F: 3 clusters Score -1.621658e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -16224118.000000 Penalty: 5806.350586
	Iteration 10F: 3 clusters Score -1.622412e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -16228140.000000 Penalty: 5806.350586
	Iteration 11Q: 3 clusters Score -1.622814e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -16229816.000000 Penalty: 5806.350586
	Iteration 12Q: 3 clusters Score -1.622982e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -16230718.000000 Penalty: 5806.350586
	Iteration 13Q: 3 clusters Score -1.623072e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -16231401.000000 Penalty: 5806.350586
	Iteration 14Q: 3 clusters Score -1.62314e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -16232085.000000 Penalty: 5806.350586
	Iteration 15Q: 3 clusters Score -1.623208e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -16232625.000000 Penalty: 5806.350586
	Iteration 16Q: 3 clusters Score -1.623262e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -16233032.000000 Penalty: 5806.350586
	Iteration 17Q: 3 clusters Score -1.623303e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -16233421.000000 Penalty: 5806.350586
	Iteration 18Q: 3 clusters Score -1.623342e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -16233677.000000 Penalty: 5806.350586
	Iteration 19Q: 3 clusters Score -1.623368e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -16233886.000000 Penalty: 5806.350586
	Iteration 20F: 3 clusters Score -1.623389e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -16234103.000000 Penalty: 5806.350586
	Iteration 21Q: 3 clusters Score -1.62341e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -16234272.000000 Penalty: 5806.350586
	Iteration 22Q: 3 clusters Score -1.623427e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -16234455.000000 Penalty: 5806.350586
	Iteration 23Q: 3 clusters Score -1.623446e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -16234596.000000 Penalty: 5806.350586
	Iteration 24Q: 3 clusters Score -1.62346e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -16234772.000000 Penalty: 5806.350586
	Iteration 25Q: 3 clusters Score -1.623477e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -16234905.000000 Penalty: 5806.350586
	Iteration 26Q: 3 clusters Score -1.62349e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 113480 members 
Entering Unmasked Estep 
Score: -16234973.000000 Penalty: 5806.350586
	Iteration 27Q: 3 clusters Score -1.623497e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -16235029.000000 Penalty: 5806.350586
	Iteration 28Q: 3 clusters Score -1.623503e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -16235189.000000 Penalty: 5806.350586
	Iteration 29Q: 3 clusters Score -1.623519e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -16235315.000000 Penalty: 5806.350586
	Iteration 30Q: 3 clusters Score -1.623532e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -16235381.000000 Penalty: 5806.350586
	Iteration 31Q: 3 clusters Score -1.623538e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -16235445.000000 Penalty: 5806.350586
	Iteration 32Q: 3 clusters Score -1.623544e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -16235504.000000 Penalty: 5806.350586
	Iteration 33Q: 3 clusters Score -1.62355e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -16235595.000000 Penalty: 5806.350586
	Iteration 34Q: 3 clusters Score -1.62356e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -16235663.000000 Penalty: 5806.350586
	Iteration 35Q: 3 clusters Score -1.623566e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
Score: -16235663.000000 Penalty: 5806.350586
	Iteration 36Q: 3 clusters Score -1.623566e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -16235722.000000 Penalty: 5806.350586
	Iteration 37Q: 3 clusters Score -1.623572e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -16235810.000000 Penalty: 5806.350586
	Iteration 38Q: 3 clusters Score -1.623581e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -16235821.000000 Penalty: 5806.350586
	Iteration 39Q: 3 clusters Score -1.623582e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 117353 members 
Entering Unmasked Estep 
Score: -16235885.000000 Penalty: 5806.350586
	Iteration 40F: 3 clusters Score -1.623588e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -16235921.000000 Penalty: 5806.350586
	Iteration 41Q: 3 clusters Score -1.623592e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -16235934.000000 Penalty: 5806.350586
	Iteration 42Q: 3 clusters Score -1.623593e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 117747 members 
Entering Unmasked Estep 
Score: -16235964.000000 Penalty: 5806.350586
	Iteration 43Q: 3 clusters Score -1.623596e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -16235980.000000 Penalty: 5806.350586
	Iteration 44Q: 3 clusters Score -1.623598e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -16235984.000000 Penalty: 5806.350586
	Iteration 45Q: 3 clusters Score -1.623598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -16236006.000000 Penalty: 5806.350586
	Iteration 46Q: 3 clusters Score -1.623601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -16236059.000000 Penalty: 5806.350586
	Iteration 47Q: 3 clusters Score -1.623606e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -16236102.000000 Penalty: 5806.350586
	Iteration 48Q: 3 clusters Score -1.62361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -16236074.000000 Penalty: 5806.350586
	Iteration 49Q: 3 clusters Score -1.623607e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -16236103.000000 Penalty: 5806.350586
	Iteration 50Q: 3 clusters Score -1.62361e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -16236134.000000 Penalty: 5806.350586
	Iteration 51Q: 3 clusters Score -1.623613e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -16236142.000000 Penalty: 5806.350586
	Iteration 52Q: 3 clusters Score -1.623614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -16236152.000000 Penalty: 5806.350586
	Iteration 53Q: 3 clusters Score -1.623615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -16236176.000000 Penalty: 5806.350586
	Iteration 54Q: 3 clusters Score -1.623618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -16236199.000000 Penalty: 5806.350586
	Iteration 55Q: 3 clusters Score -1.62362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -16236191.000000 Penalty: 5806.350586
	Iteration 56Q: 3 clusters Score -1.623619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -16236205.000000 Penalty: 5806.350586
	Iteration 57Q: 3 clusters Score -1.62362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -16236209.000000 Penalty: 5806.350586
	Iteration 58Q: 3 clusters Score -1.623621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -16236222.000000 Penalty: 5806.350586
	Iteration 59Q: 3 clusters Score -1.623622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 118715 members 
Entering Unmasked Estep 
Score: -16236225.000000 Penalty: 5806.350586
	Iteration 60F: 3 clusters Score -1.623622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -16236242.000000 Penalty: 5806.350586
	Iteration 61Q: 3 clusters Score -1.623624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -16236238.000000 Penalty: 5806.350586
	Iteration 62Q: 3 clusters Score -1.623624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -16236234.000000 Penalty: 5806.350586
	Iteration 63Q: 3 clusters Score -1.623623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -16236243.000000 Penalty: 5806.350586
	Iteration 64Q: 3 clusters Score -1.623624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -16236266.000000 Penalty: 5806.350586
	Iteration 65Q: 3 clusters Score -1.623627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -16236245.000000 Penalty: 5806.350586
	Iteration 66Q: 3 clusters Score -1.623624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -16236253.000000 Penalty: 5806.350586
	Iteration 67Q: 3 clusters Score -1.623625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -16236272.000000 Penalty: 5806.350586
	Iteration 68Q: 3 clusters Score -1.623627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -16236257.000000 Penalty: 5806.350586
	Iteration 69Q: 3 clusters Score -1.623626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -16236269.000000 Penalty: 5806.350586
	Iteration 70Q: 3 clusters Score -1.623627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -16236271.000000 Penalty: 5806.350586
	Iteration 71Q: 3 clusters Score -1.623627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -16236272.000000 Penalty: 5806.350586
	Iteration 72Q: 3 clusters Score -1.623627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -16236275.000000 Penalty: 5806.350586
	Iteration 73Q: 3 clusters Score -1.623628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -16236279.000000 Penalty: 5806.350586
	Iteration 74Q: 3 clusters Score -1.623628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -16236282.000000 Penalty: 5806.350586
	Iteration 75Q: 3 clusters Score -1.623628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -16236282.000000 Penalty: 5806.350586
	Iteration 76Q: 3 clusters Score -1.623628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -16236277.000000 Penalty: 5806.350586
	Iteration 77Q: 3 clusters Score -1.623628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 118967 members 
Entering Unmasked Estep 
Score: -16236272.000000 Penalty: 5806.350586
	Iteration 78Q: 3 clusters Score -1.623627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -16236261.000000 Penalty: 5806.350586
	Iteration 79Q: 3 clusters Score -1.623626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -16236270.000000 Penalty: 5806.350586
	Iteration 80F: 3 clusters Score -1.623627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 118980 members 
Entering Unmasked Estep 
Score: -16236281.000000 Penalty: 5806.350586
	Iteration 81Q: 3 clusters Score -1.623628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -16236283.000000 Penalty: 5806.350586
	Iteration 82Q: 3 clusters Score -1.623628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -16236286.000000 Penalty: 5806.350586
	Iteration 83Q: 3 clusters Score -1.623629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -16236288.000000 Penalty: 5806.350586
	Iteration 84Q: 3 clusters Score -1.623629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -16236285.000000 Penalty: 5806.350586
	Iteration 85Q: 3 clusters Score -1.623628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -16236289.000000 Penalty: 5806.350586
	Iteration 86Q: 3 clusters Score -1.623629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -16236296.000000 Penalty: 5806.350586
	Iteration 87Q: 3 clusters Score -1.62363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 119035 members 
Entering Unmasked Estep 
Score: -16236299.000000 Penalty: 5806.350586
	Iteration 88Q: 3 clusters Score -1.62363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -16236306.000000 Penalty: 5806.350586
	Iteration 89Q: 3 clusters Score -1.623631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 119050 members 
Entering Unmasked Estep 
Score: -16236312.000000 Penalty: 5806.350586
	Iteration 90Q: 3 clusters Score -1.623631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -16236313.000000 Penalty: 5806.350586
	Iteration 91Q: 3 clusters Score -1.623631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -16236311.000000 Penalty: 5806.350586
	Iteration 92Q: 3 clusters Score -1.623631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -16236313.000000 Penalty: 5806.350586
	Iteration 93Q: 3 clusters Score -1.623631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -16236308.000000 Penalty: 5806.350586
	Iteration 94Q: 3 clusters Score -1.623631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -16236315.000000 Penalty: 5806.350586
	Iteration 95Q: 3 clusters Score -1.623632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -16236309.000000 Penalty: 5806.350586
	Iteration 96Q: 3 clusters Score -1.623631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -16236310.000000 Penalty: 5806.350586
	Iteration 97Q: 3 clusters Score -1.623631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -16236310.000000 Penalty: 5806.350586
	Iteration 98F: 3 clusters Score -1.623631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103617 members 
Entering Unmasked Estep 
Score: -13870780.000000 Penalty: 2864.017334
	Iteration 0F: 2 clusters Score -1.387078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -13801384.000000 Penalty: 5728.034668
	Iteration 0F: 3 clusters Score -1.380138e+07 nChanged 48929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -13829440.000000 Penalty: 5728.034668
	Iteration 1F: 3 clusters Score -1.382944e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -13830259.000000 Penalty: 5728.034668
	Iteration 2Q: 3 clusters Score -1.383026e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -13831419.000000 Penalty: 5728.034668
	Iteration 3Q: 3 clusters Score -1.383142e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -13833499.000000 Penalty: 5728.034668
	Iteration 4Q: 3 clusters Score -1.38335e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -13837202.000000 Penalty: 5728.034668
	Iteration 5F: 3 clusters Score -1.38372e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -13843532.000000 Penalty: 5728.034668
	Iteration 6F: 3 clusters Score -1.384353e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -13852527.000000 Penalty: 5728.034668
	Iteration 7F: 3 clusters Score -1.385253e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -13860635.000000 Penalty: 5728.034668
	Iteration 8F: 3 clusters Score -1.386064e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -13865207.000000 Penalty: 5728.034668
	Iteration 9Q: 3 clusters Score -1.386521e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -13867202.000000 Penalty: 5728.034668
	Iteration 10Q: 3 clusters Score -1.38672e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13867966.000000 Penalty: 5728.034668
	Iteration 11Q: 3 clusters Score -1.386797e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13868295.000000 Penalty: 5728.034668
	Iteration 12Q: 3 clusters Score -1.38683e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101739 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13868514.000000 Penalty: 5728.034668
	Iteration 13Q: 3 clusters Score -1.386851e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13868583.000000 Penalty: 5728.034668
	Iteration 14Q: 3 clusters Score -1.386858e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13868602.000000 Penalty: 5728.034668
	Iteration 15Q: 3 clusters Score -1.38686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -13868628.000000 Penalty: 5728.034668
	Iteration 16Q: 3 clusters Score -1.386863e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13868626.000000 Penalty: 5728.034668
	Iteration 17Q: 3 clusters Score -1.386863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13868634.000000 Penalty: 5728.034668
	Iteration 18Q: 3 clusters Score -1.386863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13868642.000000 Penalty: 5728.034668
	Iteration 19Q: 3 clusters Score -1.386864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13868643.000000 Penalty: 5728.034668
	Iteration 20F: 3 clusters Score -1.386864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13868679.000000 Penalty: 5728.034668
	Iteration 21Q: 3 clusters Score -1.386868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13868689.000000 Penalty: 5728.034668
	Iteration 22Q: 3 clusters Score -1.386869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13868716.000000 Penalty: 5728.034668
	Iteration 23Q: 3 clusters Score -1.386872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13868693.000000 Penalty: 5728.034668
	Iteration 24Q: 3 clusters Score -1.386869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13868708.000000 Penalty: 5728.034668
	Iteration 25Q: 3 clusters Score -1.386871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13868706.000000 Penalty: 5728.034668
	Iteration 26Q: 3 clusters Score -1.386871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13868713.000000 Penalty: 5728.034668
	Iteration 27Q: 3 clusters Score -1.386871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13868722.000000 Penalty: 5728.034668
	Iteration 28Q: 3 clusters Score -1.386872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13868733.000000 Penalty: 5728.034668
	Iteration 29Q: 3 clusters Score -1.386873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13868748.000000 Penalty: 5728.034668
	Iteration 30Q: 3 clusters Score -1.386875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -13868748.000000 Penalty: 5728.034668
	Iteration 31Q: 3 clusters Score -1.386875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13868765.000000 Penalty: 5728.034668
	Iteration 32Q: 3 clusters Score -1.386876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13868769.000000 Penalty: 5728.034668
	Iteration 33Q: 3 clusters Score -1.386877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13868762.000000 Penalty: 5728.034668
	Iteration 34Q: 3 clusters Score -1.386876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13868761.000000 Penalty: 5728.034668
	Iteration 35Q: 3 clusters Score -1.386876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13868761.000000 Penalty: 5728.034668
	Iteration 36F: 3 clusters Score -1.386876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Entering Unmasked Estep 
Score: -9478684.000000 Penalty: 2769.294922
	Iteration 0F: 2 clusters Score -9478684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -9431066.000000 Penalty: 5538.589844
	Iteration 0F: 3 clusters Score -9431066 nChanged 33371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9449857.000000 Penalty: 5538.589844
	Iteration 1F: 3 clusters Score -9449857 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -9450537.000000 Penalty: 5538.589844
	Iteration 2Q: 3 clusters Score -9450537 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -9451232.000000 Penalty: 5538.589844
	Iteration 3Q: 3 clusters Score -9451232 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -9452203.000000 Penalty: 5538.589844
	Iteration 4Q: 3 clusters Score -9452203 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -9453485.000000 Penalty: 5538.589844
	Iteration 5Q: 3 clusters Score -9453485 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -9455250.000000 Penalty: 5538.589844
	Iteration 6Q: 3 clusters Score -9455250 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -9457633.000000 Penalty: 5538.589844
	Iteration 7F: 3 clusters Score -9457633 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -9460898.000000 Penalty: 5538.589844
	Iteration 8F: 3 clusters Score -9460898 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -9464594.000000 Penalty: 5538.589844
	Iteration 9F: 3 clusters Score -9464594 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9467881.000000 Penalty: 5538.589844
	Iteration 10F: 3 clusters Score -9467881 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -9469732.000000 Penalty: 5538.589844
	Iteration 11Q: 3 clusters Score -9469732 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -9470694.000000 Penalty: 5538.589844
	Iteration 12Q: 3 clusters Score -9470694 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -9471244.000000 Penalty: 5538.589844
	Iteration 13Q: 3 clusters Score -9471244 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -9471762.000000 Penalty: 5538.589844
	Iteration 14Q: 3 clusters Score -9471762 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -9472099.000000 Penalty: 5538.589844
	Iteration 15Q: 3 clusters Score -9472099 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -9472467.000000 Penalty: 5538.589844
	Iteration 16Q: 3 clusters Score -9472467 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -9472825.000000 Penalty: 5538.589844
	Iteration 17Q: 3 clusters Score -9472825 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -9473130.000000 Penalty: 5538.589844
	Iteration 18Q: 3 clusters Score -9473130 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -9473374.000000 Penalty: 5538.589844
	Iteration 19Q: 3 clusters Score -9473374 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -9473671.000000 Penalty: 5538.589844
	Iteration 20F: 3 clusters Score -9473671 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -9473920.000000 Penalty: 5538.589844
	Iteration 21Q: 3 clusters Score -9473920 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -9474127.000000 Penalty: 5538.589844
	Iteration 22Q: 3 clusters Score -9474127 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -9474318.000000 Penalty: 5538.589844
	Iteration 23Q: 3 clusters Score -9474318 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9474505.000000 Penalty: 5538.589844
	Iteration 24Q: 3 clusters Score -9474505 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -9474658.000000 Penalty: 5538.589844
	Iteration 25Q: 3 clusters Score -9474658 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -9474853.000000 Penalty: 5538.589844
	Iteration 26Q: 3 clusters Score -9474853 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -9475036.000000 Penalty: 5538.589844
	Iteration 27Q: 3 clusters Score -9475036 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -9475232.000000 Penalty: 5538.589844
	Iteration 28Q: 3 clusters Score -9475232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9475416.000000 Penalty: 5538.589844
	Iteration 29Q: 3 clusters Score -9475416 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -9475531.000000 Penalty: 5538.589844
	Iteration 30Q: 3 clusters Score -9475531 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -9475648.000000 Penalty: 5538.589844
	Iteration 31Q: 3 clusters Score -9475648 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -9475769.000000 Penalty: 5538.589844
	Iteration 32Q: 3 clusters Score -9475769 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -9475867.000000 Penalty: 5538.589844
	Iteration 33Q: 3 clusters Score -9475867 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9475948.000000 Penalty: 5538.589844
	Iteration 34Q: 3 clusters Score -9475948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -9476017.000000 Penalty: 5538.589844
	Iteration 35Q: 3 clusters Score -9476017 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9476050.000000 Penalty: 5538.589844
	Iteration 36Q: 3 clusters Score -9476050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -9476128.000000 Penalty: 5538.589844
	Iteration 37Q: 3 clusters Score -9476128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -9476161.000000 Penalty: 5538.589844
	Iteration 38Q: 3 clusters Score -9476161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9476185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9476227 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9476276 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9476285 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9476312 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9476321.000000 Penalty: 5538.589844
	Iteration 44Q: 3 clusters Score -9476321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9476325.000000 Penalty: 5538.589844
	Iteration 45Q: 3 clusters Score -9476325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9476349.000000 Penalty: 5538.589844
	Iteration 46Q: 3 clusters Score -9476349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9476356.000000 Penalty: 5538.589844
	Iteration 47Q: 3 clusters Score -9476356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9476369.000000 Penalty: 5538.589844
	Iteration 48Q: 3 clusters Score -9476369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9476396.000000 Penalty: 5538.589844
	Iteration 49Q: 3 clusters Score -9476396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9476415.000000 Penalty: 5538.589844
	Iteration 50Q: 3 clusters Score -9476415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9476429.000000 Penalty: 5538.589844
	Iteration 51Q: 3 clusters Score -9476429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9476437.000000 Penalty: 5538.589844
	Iteration 52Q: 3 clusters Score -9476437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9476462.000000 Penalty: 5538.589844
	Iteration 53Q: 3 clusters Score -9476462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9476495.000000 Penalty: 5538.589844
	Iteration 54Q: 3 clusters Score -9476495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9476500.000000 Penalty: 5538.589844
	Iteration 55Q: 3 clusters Score -9476500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9476499.000000 Penalty: 5538.589844
	Iteration 56Q: 3 clusters Score -9476499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9476512.000000 Penalty: 5538.589844
	Iteration 57Q: 3 clusters Score -9476512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9476531.000000 Penalty: 5538.589844
	Iteration 58Q: 3 clusters Score -9476531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9476532.000000 Penalty: 5538.589844
	Iteration 59Q: 3 clusters Score -9476532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9476530.000000 Penalty: 5538.589844
	Iteration 60F: 3 clusters Score -9476530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9476539.000000 Penalty: 5538.589844
	Iteration 61Q: 3 clusters Score -9476539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9476543.000000 Penalty: 5538.589844
	Iteration 62Q: 3 clusters Score -9476543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9476550.000000 Penalty: 5538.589844
	Iteration 63Q: 3 clusters Score -9476550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9476547.000000 Penalty: 5538.589844
	Iteration 64Q: 3 clusters Score -9476547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9476553.000000 Penalty: 5538.589844
	Iteration 65Q: 3 clusters Score -9476553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9476569.000000 Penalty: 5538.589844
	Iteration 66Q: 3 clusters Score -9476569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9476564.000000 Penalty: 5538.589844
	Iteration 67Q: 3 clusters Score -9476564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9476552.000000 Penalty: 5538.589844
	Iteration 68Q: 3 clusters Score -9476552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9476573.000000 Penalty: 5538.589844
	Iteration 69Q: 3 clusters Score -9476573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9476579.000000 Penalty: 5538.589844
	Iteration 70Q: 3 clusters Score -9476579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9476571.000000 Penalty: 5538.589844
	Iteration 71Q: 3 clusters Score -9476571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9476573.000000 Penalty: 5538.589844
	Iteration 72Q: 3 clusters Score -9476573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9476586.000000 Penalty: 5538.589844
	Iteration 73Q: 3 clusters Score -9476586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9476597.000000 Penalty: 5538.589844
	Iteration 74Q: 3 clusters Score -9476597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9476587.000000 Penalty: 5538.589844
	Iteration 75Q: 3 clusters Score -9476587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9476584.000000 Penalty: 5538.589844
	Iteration 76Q: 3 clusters Score -9476584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9476591.000000 Penalty: 5538.589844
	Iteration 77Q: 3 clusters Score -9476591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9476598.000000 Penalty: 5538.589844
	Iteration 78Q: 3 clusters Score -9476598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9476594.000000 Penalty: 5538.589844
	Iteration 79Q: 3 clusters Score -9476594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9476598.000000 Penalty: 5538.589844
	Iteration 80F: 3 clusters Score -9476598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9476596.000000 Penalty: 5538.589844
	Iteration 81Q: 3 clusters Score -9476596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 82Q: 3 clusters Score -9476601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9476598.000000 Penalty: 5538.589844
	Iteration 83Q: 3 clusters Score -9476598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 84Q: 3 clusters Score -9476601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9476589.000000 Penalty: 5538.589844
	Iteration 85Q: 3 clusters Score -9476589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9476591.000000 Penalty: 5538.589844
	Iteration 86Q: 3 clusters Score -9476591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9476591.000000 Penalty: 5538.589844
	Iteration 87Q: 3 clusters Score -9476591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9476595.000000 Penalty: 5538.589844
	Iteration 88Q: 3 clusters Score -9476595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9476604.000000 Penalty: 5538.589844
	Iteration 89Q: 3 clusters Score -9476604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9476596.000000 Penalty: 5538.589844
	Iteration 90Q: 3 clusters Score -9476596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9476598.000000 Penalty: 5538.589844
	Iteration 91Q: 3 clusters Score -9476598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 92Q: 3 clusters Score -9476601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9476604.000000 Penalty: 5538.589844
	Iteration 93Q: 3 clusters Score -9476604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9476596.000000 Penalty: 5538.589844
	Iteration 94Q: 3 clusters Score -9476596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9476596.000000 Penalty: 5538.589844
	Iteration 95Q: 3 clusters Score -9476596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9476591.000000 Penalty: 5538.589844
	Iteration 96Q: 3 clusters Score -9476591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9476590.000000 Penalty: 5538.589844
	Iteration 97Q: 3 clusters Score -9476590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9476589.000000 Penalty: 5538.589844
	Iteration 98Q: 3 clusters Score -9476589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9476593.000000 Penalty: 5538.589844
	Iteration 99Q: 3 clusters Score -9476593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9476594.000000 Penalty: 5538.589844
	Iteration 100F: 3 clusters Score -9476594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9476592.000000 Penalty: 5538.589844
	Iteration 101Q: 3 clusters Score -9476592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 102Q: 3 clusters Score -9476601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 103Q: 3 clusters Score -9476601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9476601.000000 Penalty: 5538.589844
	Iteration 104Q: 3 clusters Score -9476601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9476605.000000 Penalty: 5538.589844
	Iteration 105Q: 3 clusters Score -9476605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9476600.000000 Penalty: 5538.589844
	Iteration 106Q: 3 clusters Score -9476600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9476597.000000 Penalty: 5538.589844
	Iteration 107Q: 3 clusters Score -9476597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9476606.000000 Penalty: 5538.589844
	Iteration 108Q: 3 clusters Score -9476606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9476600.000000 Penalty: 5538.589844
	Iteration 109Q: 3 clusters Score -9476600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9476595.000000 Penalty: 5538.589844
	Iteration 110Q: 3 clusters Score -9476595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9476607.000000 Penalty: 5538.589844
	Iteration 111Q: 3 clusters Score -9476607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9476604.000000 Penalty: 5538.589844
	Iteration 112Q: 3 clusters Score -9476604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9476606.000000 Penalty: 5538.589844
	Iteration 113Q: 3 clusters Score -9476606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9476609.000000 Penalty: 5538.589844
	Iteration 114Q: 3 clusters Score -9476609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9476615.000000 Penalty: 5538.589844
	Iteration 115Q: 3 clusters Score -9476615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9476608 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -9476608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97198 members 
Entering Unmasked Estep 
Score: -12993953.000000 Penalty: 2848.157471
	Iteration 0F: 2 clusters Score -1.299395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -12928919.000000 Penalty: 5696.314941
	Iteration 0F: 3 clusters Score -1.292892e+07 nChanged 46135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -12955189.000000 Penalty: 5696.314941
	Iteration 1F: 3 clusters Score -1.295519e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.295586e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -12956418.000000 Penalty: 5696.314941
	Iteration 3Q: 3 clusters Score -1.295642e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -12957141.000000 Penalty: 5696.314941
	Iteration 4Q: 3 clusters Score -1.295714e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -12958344.000000 Penalty: 5696.314941
	Iteration 5Q: 3 clusters Score -1.295834e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -12959639.000000 Penalty: 5696.314941
	Iteration 6Q: 3 clusters Score -1.295964e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -12961829.000000 Penalty: 5696.314941
	Iteration 7Q: 3 clusters Score -1.296183e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -12965028.000000 Penalty: 5696.314941
	Iteration 8F: 3 clusters Score -1.296503e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -12969474.000000 Penalty: 5696.314941
	Iteration 9F: 3 clusters Score -1.296947e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -12974250.000000 Penalty: 5696.314941
	Iteration 10F: 3 clusters Score -1.297425e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -12977571.000000 Penalty: 5696.314941
	Iteration 11F: 3 clusters Score -1.297757e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -12979249.000000 Penalty: 5696.314941
	Iteration 12Q: 3 clusters Score -1.297925e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -12980032.000000 Penalty: 5696.314941
	Iteration 13Q: 3 clusters Score -1.298003e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -12980628.000000 Penalty: 5696.314941
	Iteration 14Q: 3 clusters Score -1.298063e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -12981138.000000 Penalty: 5696.314941
	Iteration 15Q: 3 clusters Score -1.298114e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -12981767.000000 Penalty: 5696.314941
	Iteration 16Q: 3 clusters Score -1.298177e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -12982479.000000 Penalty: 5696.314941
	Iteration 17Q: 3 clusters Score -1.298248e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -12983320.000000 Penalty: 5696.314941
	Iteration 18Q: 3 clusters Score -1.298332e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -12984209.000000 Penalty: 5696.314941
	Iteration 19Q: 3 clusters Score -1.298421e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -12985040.000000 Penalty: 5696.314941
	Iteration 20F: 3 clusters Score -1.298504e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -12985728.000000 Penalty: 5696.314941
	Iteration 21Q: 3 clusters Score -1.298573e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -12986549.000000 Penalty: 5696.314941
	Iteration 22Q: 3 clusters Score -1.298655e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -12987225.000000 Penalty: 5696.314941
	Iteration 23Q: 3 clusters Score -1.298722e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -12987872.000000 Penalty: 5696.314941
	Iteration 24Q: 3 clusters Score -1.298787e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -12988397.000000 Penalty: 5696.314941
	Iteration 25Q: 3 clusters Score -1.29884e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -12988931.000000 Penalty: 5696.314941
	Iteration 26Q: 3 clusters Score -1.298893e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -12989351.000000 Penalty: 5696.314941
	Iteration 27Q: 3 clusters Score -1.298935e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -12989741.000000 Penalty: 5696.314941
	Iteration 28Q: 3 clusters Score -1.298974e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89575 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -12990053.000000 Penalty: 5696.314941
	Iteration 29Q: 3 clusters Score -1.299005e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -12990226.000000 Penalty: 5696.314941
	Iteration 30Q: 3 clusters Score -1.299023e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -12990512.000000 Penalty: 5696.314941
	Iteration 31Q: 3 clusters Score -1.299051e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -12990754.000000 Penalty: 5696.314941
	Iteration 32Q: 3 clusters Score -1.299075e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -12991006.000000 Penalty: 5696.314941
	Iteration 33Q: 3 clusters Score -1.299101e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -12991188.000000 Penalty: 5696.314941
	Iteration 34Q: 3 clusters Score -1.299119e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -12991294.000000 Penalty: 5696.314941
	Iteration 35Q: 3 clusters Score -1.299129e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -12991375.000000 Penalty: 5696.314941
	Iteration 36Q: 3 clusters Score -1.299138e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12991442.000000 Penalty: 5696.314941
	Iteration 37Q: 3 clusters Score -1.299144e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12991474.000000 Penalty: 5696.314941
	Iteration 38Q: 3 clusters Score -1.299147e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -12991546.000000 Penalty: 5696.314941
	Iteration 39Q: 3 clusters Score -1.299155e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -12991589.000000 Penalty: 5696.314941
	Iteration 40F: 3 clusters Score -1.299159e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12991607.000000 Penalty: 5696.314941
	Iteration 41Q: 3 clusters Score -1.299161e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -12991634.000000 Penalty: 5696.314941
	Iteration 42Q: 3 clusters Score -1.299163e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12991660.000000 Penalty: 5696.314941
	Iteration 43Q: 3 clusters Score -1.299166e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -12991698.000000 Penalty: 5696.314941
	Iteration 44Q: 3 clusters Score -1.29917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -12991731.000000 Penalty: 5696.314941
	Iteration 45Q: 3 clusters Score -1.299173e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12991793.000000 Penalty: 5696.314941
	Iteration 46Q: 3 clusters Score -1.299179e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -12991812.000000 Penalty: 5696.314941
	Iteration 47Q: 3 clusters Score -1.299181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -12991845.000000 Penalty: 5696.314941
	Iteration 48Q: 3 clusters Score -1.299184e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -12991846.000000 Penalty: 5696.314941
	Iteration 49Q: 3 clusters Score -1.299185e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -12991862.000000 Penalty: 5696.314941
	Iteration 50Q: 3 clusters Score -1.299186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12991875.000000 Penalty: 5696.314941
	Iteration 51Q: 3 clusters Score -1.299188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12991864.000000 Penalty: 5696.314941
	Iteration 52Q: 3 clusters Score -1.299186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12991870.000000 Penalty: 5696.314941
	Iteration 53Q: 3 clusters Score -1.299187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -12991876.000000 Penalty: 5696.314941
	Iteration 54Q: 3 clusters Score -1.299188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12991883.000000 Penalty: 5696.314941
	Iteration 55Q: 3 clusters Score -1.299188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12991874.000000 Penalty: 5696.314941
	Iteration 56Q: 3 clusters Score -1.299187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12991888.000000 Penalty: 5696.314941
	Iteration 57Q: 3 clusters Score -1.299189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12991887.000000 Penalty: 5696.314941
	Iteration 58Q: 3 clusters Score -1.299189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12991892.000000 Penalty: 5696.314941
	Iteration 59Q: 3 clusters Score -1.299189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12991893.000000 Penalty: 5696.314941
	Iteration 60F: 3 clusters Score -1.299189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12991889.000000 Penalty: 5696.314941
	Iteration 61Q: 3 clusters Score -1.299189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12991910.000000 Penalty: 5696.314941
	Iteration 62Q: 3 clusters Score -1.299191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95390 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12991906.000000 Penalty: 5696.314941
	Iteration 63Q: 3 clusters Score -1.299191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -12991920.000000 Penalty: 5696.314941
	Iteration 64Q: 3 clusters Score -1.299192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12991918.000000 Penalty: 5696.314941
	Iteration 65Q: 3 clusters Score -1.299192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12991922.000000 Penalty: 5696.314941
	Iteration 66Q: 3 clusters Score -1.299192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12991919.000000 Penalty: 5696.314941
	Iteration 67Q: 3 clusters Score -1.299192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12991923.000000 Penalty: 5696.314941
	Iteration 68Q: 3 clusters Score -1.299192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12991926.000000 Penalty: 5696.314941
	Iteration 69Q: 3 clusters Score -1.299193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12991930.000000 Penalty: 5696.314941
	Iteration 70Q: 3 clusters Score -1.299193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -12991930.000000 Penalty: 5696.314941
	Iteration 71F: 3 clusters Score -1.299193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -312087.843750 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -312087.8 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 1204 members 
Entering Unmasked Estep 
Score: -309214.843750 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -309214.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -309764.250000 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -309764.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -309913.093750 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -309913.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309985.281250 Penalty: 3858.822998
	Iteration 3Q: 3 clusters Score -309985.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -310036.562500 Penalty: 3858.822998
	Iteration 4Q: 3 clusters Score -310036.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -310061.156250 Penalty: 3858.822998
	Iteration 5Q: 3 clusters Score -310061.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -310081.750000 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -310081.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310096.843750 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -310096.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -310113.218750 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -310113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -310123.625000 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -310123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -310131.093750 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -310131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -310136.625000 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -310136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -310142.031250 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -310142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -310147.000000 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -310147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -310151.812500 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -310151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -310156.406250 Penalty: 3858.822998
	Iteration 15Q: 3 clusters Score -310156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -310163.562500 Penalty: 3858.822998
	Iteration 16Q: 3 clusters Score -310163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -310168.468750 Penalty: 3858.822998
	Iteration 17Q: 3 clusters Score -310168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310175.718750 Penalty: 3858.822998
	Iteration 18Q: 3 clusters Score -310175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -310181.406250 Penalty: 3858.822998
	Iteration 19Q: 3 clusters Score -310181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -310186.812500 Penalty: 3858.822998
	Iteration 20F: 3 clusters Score -310186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -310196.718750 Penalty: 3858.822998
	Iteration 21Q: 3 clusters Score -310196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -310206.687500 Penalty: 3858.822998
	Iteration 22Q: 3 clusters Score -310206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -310217.031250 Penalty: 3858.822998
	Iteration 23Q: 3 clusters Score -310217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -310223.343750 Penalty: 3858.822998
	Iteration 24Q: 3 clusters Score -310223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -310224.593750 Penalty: 3858.822998
	Iteration 25Q: 3 clusters Score -310224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -310226.562500 Penalty: 3858.822998
	Iteration 26Q: 3 clusters Score -310226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -310227.875000 Penalty: 3858.822998
	Iteration 27Q: 3 clusters Score -310227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -310228.218750 Penalty: 3858.822998
	Iteration 28Q: 3 clusters Score -310228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -310228.218750 Penalty: 3858.822998
	Iteration 29F: 3 clusters Score -310228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -335897.062500 Penalty: 1955.001221
	Iteration 0F: 2 clusters Score -335897.1 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 1375 members 
Entering Unmasked Estep 
Score: -332857.875000 Penalty: 3910.002441
	Iteration 0F: 3 clusters Score -332857.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -333532.312500 Penalty: 3910.002441
	Iteration 1F: 3 clusters Score -333532.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -333743.187500 Penalty: 3910.002441
	Iteration 2F: 3 clusters Score -333743.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -333907.093750 Penalty: 3910.002441
	Iteration 3F: 3 clusters Score -333907.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334017.000000 Penalty: 3910.002441
	Iteration 4F: 3 clusters Score -334017 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334086.593750 Penalty: 3910.002441
	Iteration 5Q: 3 clusters Score -334086.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -334144.531250 Penalty: 3910.002441
	Iteration 6Q: 3 clusters Score -334144.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -334192.187500 Penalty: 3910.002441
	Iteration 7Q: 3 clusters Score -334192.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -334229.468750 Penalty: 3910.002441
	Iteration 8Q: 3 clusters Score -334229.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -334260.531250 Penalty: 3910.002441
	Iteration 9Q: 3 clusters Score -334260.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334287.781250 Penalty: 3910.002441
	Iteration 10Q: 3 clusters Score -334287.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -334304.968750 Penalty: 3910.002441
	Iteration 11Q: 3 clusters Score -334305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -334314.187500 Penalty: 3910.002441
	Iteration 12Q: 3 clusters Score -334314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -334323.468750 Penalty: 3910.002441
	Iteration 13Q: 3 clusters Score -334323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -334328.062500 Penalty: 3910.002441
	Iteration 14Q: 3 clusters Score -334328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -334332.500000 Penalty: 3910.002441
	Iteration 15Q: 3 clusters Score -334332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -334338.718750 Penalty: 3910.002441
	Iteration 16Q: 3 clusters Score -334338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -334340.687500 Penalty: 3910.002441
	Iteration 17Q: 3 clusters Score -334340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -334343.750000 Penalty: 3910.002441
	Iteration 18Q: 3 clusters Score -334343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -334347.625000 Penalty: 3910.002441
	Iteration 19Q: 3 clusters Score -334347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -334352.531250 Penalty: 3910.002441
	Iteration 20F: 3 clusters Score -334352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -334357.593750 Penalty: 3910.002441
	Iteration 21Q: 3 clusters Score -334357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -334363.781250 Penalty: 3910.002441
	Iteration 22Q: 3 clusters Score -334363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -334368.187500 Penalty: 3910.002441
	Iteration 23Q: 3 clusters Score -334368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -334372.093750 Penalty: 3910.002441
	Iteration 24Q: 3 clusters Score -334372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -334379.906250 Penalty: 3910.002441
	Iteration 25Q: 3 clusters Score -334379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -334385.906250 Penalty: 3910.002441
	Iteration 26Q: 3 clusters Score -334385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -334387.250000 Penalty: 3910.002441
	Iteration 27Q: 3 clusters Score -334387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -334387.687500 Penalty: 3910.002441
	Iteration 28Q: 3 clusters Score -334387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -334387.687500 Penalty: 3910.002441
	Iteration 29F: 3 clusters Score -334387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -181422.859375 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -181422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -179150.171875 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -179150.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179541.828125 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -179541.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179679.390625 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -179679.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179763.812500 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -179763.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -179812.609375 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -179812.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -179864.796875 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -179864.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179921.218750 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -179921.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -179961.828125 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -179961.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179995.515625 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -179995.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -180025.281250 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -180025.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -180056.046875 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -180056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -180082.062500 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -180082.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -180119.234375 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -180119.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -180165.734375 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -180165.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180200.625000 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -180200.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180226.828125 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -180226.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -180252.109375 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -180252.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180272.796875 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -180272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180285.187500 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -180285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180298.968750 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -180299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180305.828125 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -180305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -180309.578125 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -180309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180314.312500 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -180314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180317.906250 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -180317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180320.281250 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -180320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -180324.203125 Penalty: 3615.985107
	Iteration 25Q: 3 clusters Score -180324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -180325.328125 Penalty: 3615.985107
	Iteration 26Q: 3 clusters Score -180325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180326.390625 Penalty: 3615.985107
	Iteration 27Q: 3 clusters Score -180326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180327.703125 Penalty: 3615.985107
	Iteration 28Q: 3 clusters Score -180327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180327.703125 Penalty: 3615.985107
	Iteration 29F: 3 clusters Score -180327.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -102318.703125 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -102318.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100471.796875 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -100471.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100761.085938 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -100761.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100864.054688 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -100864.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100928.507812 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -100928.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100981.585938 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -100981.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101054.218750 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -101054.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101170.695312 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -101170.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101300.492188 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -101300.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -101379.718750 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -101379.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101416.023438 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -101416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101442.851562 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -101442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101461.093750 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -101461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101475.492188 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -101475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101487.226562 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -101487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101496.242188 Penalty: 3351.438477
	Iteration 14Q: 3 clusters Score -101496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101500.218750 Penalty: 3351.438477
	Iteration 15Q: 3 clusters Score -101500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101505.062500 Penalty: 3351.438477
	Iteration 16Q: 3 clusters Score -101505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101505.062500 Penalty: 3351.438477
	Iteration 17F: 3 clusters Score -101505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Entering Unmasked Estep 
Score: -20457590.000000 Penalty: 2961.526123
	Iteration 0F: 2 clusters Score -2.045759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -20357894.000000 Penalty: 5923.052246
	Iteration 0F: 3 clusters Score -2.035789e+07 nChanged 73225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -20400854.000000 Penalty: 5923.052246
	Iteration 1F: 3 clusters Score -2.040085e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -20402360.000000 Penalty: 5923.052246
	Iteration 2Q: 3 clusters Score -2.040236e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -20404836.000000 Penalty: 5923.052246
	Iteration 3Q: 3 clusters Score -2.040484e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -20408352.000000 Penalty: 5923.052246
	Iteration 4Q: 3 clusters Score -2.040835e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -20413962.000000 Penalty: 5923.052246
	Iteration 5F: 3 clusters Score -2.041396e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -20422442.000000 Penalty: 5923.052246
	Iteration 6F: 3 clusters Score -2.042244e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -20432362.000000 Penalty: 5923.052246
	Iteration 7F: 3 clusters Score -2.043236e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -20441192.000000 Penalty: 5923.052246
	Iteration 8F: 3 clusters Score -2.044119e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -20447390.000000 Penalty: 5923.052246
	Iteration 9Q: 3 clusters Score -2.044739e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 147226 members 
Entering Unmasked Estep 
Score: -20450938.000000 Penalty: 5923.052246
	Iteration 10Q: 3 clusters Score -2.045094e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -20452690.000000 Penalty: 5923.052246
	Iteration 11Q: 3 clusters Score -2.045269e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -20453590.000000 Penalty: 5923.052246
	Iteration 12Q: 3 clusters Score -2.045359e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -20454136.000000 Penalty: 5923.052246
	Iteration 13Q: 3 clusters Score -2.045414e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -20454470.000000 Penalty: 5923.052246
	Iteration 14Q: 3 clusters Score -2.045447e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -20454648.000000 Penalty: 5923.052246
	Iteration 15Q: 3 clusters Score -2.045465e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -20454786.000000 Penalty: 5923.052246
	Iteration 16Q: 3 clusters Score -2.045479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 152395 members 
Entering Unmasked Estep 
Score: -20454816.000000 Penalty: 5923.052246
	Iteration 17Q: 3 clusters Score -2.045482e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -20454880.000000 Penalty: 5923.052246
	Iteration 18Q: 3 clusters Score -2.045488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -20454916.000000 Penalty: 5923.052246
	Iteration 19Q: 3 clusters Score -2.045492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -20454942.000000 Penalty: 5923.052246
	Iteration 20F: 3 clusters Score -2.045494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -20454954.000000 Penalty: 5923.052246
	Iteration 21Q: 3 clusters Score -2.045495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 152593 members 
Entering Unmasked Estep 
Score: -20454968.000000 Penalty: 5923.052246
	Iteration 22Q: 3 clusters Score -2.045497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -20454986.000000 Penalty: 5923.052246
	Iteration 23Q: 3 clusters Score -2.045499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -20455012.000000 Penalty: 5923.052246
	Iteration 24Q: 3 clusters Score -2.045501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -20455002.000000 Penalty: 5923.052246
	Iteration 25Q: 3 clusters Score -2.0455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -20455008.000000 Penalty: 5923.052246
	Iteration 26Q: 3 clusters Score -2.045501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -20455012.000000 Penalty: 5923.052246
	Iteration 27Q: 3 clusters Score -2.045501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 152642 members 
Entering Unmasked Estep 
Score: -20455008.000000 Penalty: 5923.052246
	Iteration 28Q: 3 clusters Score -2.045501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -20455006.000000 Penalty: 5923.052246
	Iteration 29Q: 3 clusters Score -2.045501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 152646 members 
Entering Unmasked Estep 
Score: -20455018.000000 Penalty: 5923.052246
	Iteration 30Q: 3 clusters Score -2.045502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -20455032.000000 Penalty: 5923.052246
	Iteration 31Q: 3 clusters Score -2.045503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -20455042.000000 Penalty: 5923.052246
	Iteration 32Q: 3 clusters Score -2.045504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -20455028.000000 Penalty: 5923.052246
	Iteration 33Q: 3 clusters Score -2.045503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 152661 members 
Entering Unmasked Estep 
Score: -20455032.000000 Penalty: 5923.052246
	Iteration 34Q: 3 clusters Score -2.045503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -20455028.000000 Penalty: 5923.052246
	Iteration 35Q: 3 clusters Score -2.045503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 152667 members 
Entering Unmasked Estep 
Score: -20455016.000000 Penalty: 5923.052246
	Iteration 36Q: 3 clusters Score -2.045502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 152667 members 
Entering Unmasked Estep 
Score: -20455016.000000 Penalty: 5923.052246
	Iteration 37F: 3 clusters Score -2.045502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Entering Unmasked Estep 
Score: -6741792.000000 Penalty: 2693.731934
	Iteration 0F: 2 clusters Score -6741792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -6706671.000000 Penalty: 5387.463867
	Iteration 0F: 3 clusters Score -6706671 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -6719668.500000 Penalty: 5387.463867
	Iteration 1F: 3 clusters Score -6719668 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6720174.000000 Penalty: 5387.463867
	Iteration 2Q: 3 clusters Score -6720174 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6720729.500000 Penalty: 5387.463867
	Iteration 3Q: 3 clusters Score -6720730 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6721373.000000 Penalty: 5387.463867
	Iteration 4Q: 3 clusters Score -6721373 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6722456.000000 Penalty: 5387.463867
	Iteration 5Q: 3 clusters Score -6722456 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -6724109.500000 Penalty: 5387.463867
	Iteration 6F: 3 clusters Score -6724110 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -6726689.000000 Penalty: 5387.463867
	Iteration 7F: 3 clusters Score -6726689 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6730394.500000 Penalty: 5387.463867
	Iteration 8F: 3 clusters Score -6730394 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6734365.000000 Penalty: 5387.463867
	Iteration 9F: 3 clusters Score -6734365 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6737201.500000 Penalty: 5387.463867
	Iteration 10F: 3 clusters Score -6737202 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6738564.000000 Penalty: 5387.463867
	Iteration 11Q: 3 clusters Score -6738564 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6739058.000000 Penalty: 5387.463867
	Iteration 12Q: 3 clusters Score -6739058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -6739209.000000 Penalty: 5387.463867
	Iteration 13Q: 3 clusters Score -6739209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6739294.500000 Penalty: 5387.463867
	Iteration 14Q: 3 clusters Score -6739294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6739340.000000 Penalty: 5387.463867
	Iteration 15Q: 3 clusters Score -6739340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -6739370.500000 Penalty: 5387.463867
	Iteration 16Q: 3 clusters Score -6739370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -6739391.000000 Penalty: 5387.463867
	Iteration 17Q: 3 clusters Score -6739391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6739398.500000 Penalty: 5387.463867
	Iteration 18Q: 3 clusters Score -6739398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6739398.500000 Penalty: 5387.463867
	Iteration 19F: 3 clusters Score -6739398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Entering Unmasked Estep 
Score: -3112778.750000 Penalty: 2506.242432
	Iteration 0F: 2 clusters Score -3112779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3095744.000000 Penalty: 5012.484863
	Iteration 0F: 3 clusters Score -3095744 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3101465.250000 Penalty: 5012.484863
	Iteration 1F: 3 clusters Score -3101465 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3102011.250000 Penalty: 5012.484863
	Iteration 2Q: 3 clusters Score -3102011 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3102685.750000 Penalty: 5012.484863
	Iteration 3F: 3 clusters Score -3102686 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3103578.750000 Penalty: 5012.484863
	Iteration 4F: 3 clusters Score -3103579 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3104534.250000 Penalty: 5012.484863
	Iteration 5F: 3 clusters Score -3104534 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3105487.000000 Penalty: 5012.484863
	Iteration 6F: 3 clusters Score -3105487 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3106420.750000 Penalty: 5012.484863
	Iteration 7F: 3 clusters Score -3106421 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3107170.500000 Penalty: 5012.484863
	Iteration 8F: 3 clusters Score -3107170 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3107682.500000 Penalty: 5012.484863
	Iteration 9Q: 3 clusters Score -3107682 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3108044.500000 Penalty: 5012.484863
	Iteration 10Q: 3 clusters Score -3108044 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3108266.250000 Penalty: 5012.484863
	Iteration 11Q: 3 clusters Score -3108266 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3108394.250000 Penalty: 5012.484863
	Iteration 12Q: 3 clusters Score -3108394 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3108500.750000 Penalty: 5012.484863
	Iteration 13Q: 3 clusters Score -3108501 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3108542.000000 Penalty: 5012.484863
	Iteration 14Q: 3 clusters Score -3108542 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3108597.750000 Penalty: 5012.484863
	Iteration 15Q: 3 clusters Score -3108598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3108617.000000 Penalty: 5012.484863
	Iteration 16Q: 3 clusters Score -3108617 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3108649.500000 Penalty: 5012.484863
	Iteration 17Q: 3 clusters Score -3108650 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3108672.000000 Penalty: 5012.484863
	Iteration 18Q: 3 clusters Score -3108672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3108697.250000 Penalty: 5012.484863
	Iteration 19Q: 3 clusters Score -3108697 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3108731.500000 Penalty: 5012.484863
	Iteration 20F: 3 clusters Score -3108732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3108769.500000 Penalty: 5012.484863
	Iteration 21Q: 3 clusters Score -3108770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3108799.500000 Penalty: 5012.484863
	Iteration 22Q: 3 clusters Score -3108800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3108832.500000 Penalty: 5012.484863
	Iteration 23Q: 3 clusters Score -3108832 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3108867.000000 Penalty: 5012.484863
	Iteration 24Q: 3 clusters Score -3108867 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3108890.500000 Penalty: 5012.484863
	Iteration 25Q: 3 clusters Score -3108890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3108921.000000 Penalty: 5012.484863
	Iteration 26Q: 3 clusters Score -3108921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -3108939.250000 Penalty: 5012.484863
	Iteration 27Q: 3 clusters Score -3108939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3108982.000000 Penalty: 5012.484863
	Iteration 28Q: 3 clusters Score -3108982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3109026.500000 Penalty: 5012.484863
	Iteration 29Q: 3 clusters Score -3109026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3109077.250000 Penalty: 5012.484863
	Iteration 30Q: 3 clusters Score -3109077 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3109139.750000 Penalty: 5012.484863
	Iteration 31Q: 3 clusters Score -3109140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3109209.500000 Penalty: 5012.484863
	Iteration 32Q: 3 clusters Score -3109210 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3109279.750000 Penalty: 5012.484863
	Iteration 33Q: 3 clusters Score -3109280 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3109358.250000 Penalty: 5012.484863
	Iteration 34Q: 3 clusters Score -3109358 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3109432.250000 Penalty: 5012.484863
	Iteration 35Q: 3 clusters Score -3109432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3109512.500000 Penalty: 5012.484863
	Iteration 36Q: 3 clusters Score -3109512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3109590.750000 Penalty: 5012.484863
	Iteration 37Q: 3 clusters Score -3109591 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3109705.750000 Penalty: 5012.484863
	Iteration 38Q: 3 clusters Score -3109706 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3109824.750000 Penalty: 5012.484863
	Iteration 39Q: 3 clusters Score -3109825 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3109956.250000 Penalty: 5012.484863
	Iteration 40F: 3 clusters Score -3109956 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3110054.250000 Penalty: 5012.484863
	Iteration 41Q: 3 clusters Score -3110054 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3110155.000000 Penalty: 5012.484863
	Iteration 42Q: 3 clusters Score -3110155 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3110236.250000 Penalty: 5012.484863
	Iteration 43Q: 3 clusters Score -3110236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3110301.000000 Penalty: 5012.484863
	Iteration 44Q: 3 clusters Score -3110301 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3110356.000000 Penalty: 5012.484863
	Iteration 45Q: 3 clusters Score -3110356 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3110424.250000 Penalty: 5012.484863
	Iteration 46Q: 3 clusters Score -3110424 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3110477.250000 Penalty: 5012.484863
	Iteration 47Q: 3 clusters Score -3110477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3110543.750000 Penalty: 5012.484863
	Iteration 48Q: 3 clusters Score -3110544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3110585.500000 Penalty: 5012.484863
	Iteration 49Q: 3 clusters Score -3110586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3110633.750000 Penalty: 5012.484863
	Iteration 50Q: 3 clusters Score -3110634 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3110657.250000 Penalty: 5012.484863
	Iteration 51Q: 3 clusters Score -3110657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3110689.500000 Penalty: 5012.484863
	Iteration 52Q: 3 clusters Score -3110690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3110720.750000 Penalty: 5012.484863
	Iteration 53Q: 3 clusters Score -3110721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3110745.250000 Penalty: 5012.484863
	Iteration 54Q: 3 clusters Score -3110745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3110761.500000 Penalty: 5012.484863
	Iteration 55Q: 3 clusters Score -3110762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3110778.500000 Penalty: 5012.484863
	Iteration 56Q: 3 clusters Score -3110778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3110794.000000 Penalty: 5012.484863
	Iteration 57Q: 3 clusters Score -3110794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3110806.000000 Penalty: 5012.484863
	Iteration 58Q: 3 clusters Score -3110806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3110814.750000 Penalty: 5012.484863
	Iteration 59Q: 3 clusters Score -3110815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3110820.250000 Penalty: 5012.484863
	Iteration 60F: 3 clusters Score -3110820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3110824.250000 Penalty: 5012.484863
	Iteration 61Q: 3 clusters Score -3110824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3110837.750000 Penalty: 5012.484863
	Iteration 62Q: 3 clusters Score -3110838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3110842.500000 Penalty: 5012.484863
	Iteration 63Q: 3 clusters Score -3110842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3110849.250000 Penalty: 5012.484863
	Iteration 64Q: 3 clusters Score -3110849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3110851.250000 Penalty: 5012.484863
	Iteration 65Q: 3 clusters Score -3110851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3110861.250000 Penalty: 5012.484863
	Iteration 66Q: 3 clusters Score -3110861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3110871.500000 Penalty: 5012.484863
	Iteration 67Q: 3 clusters Score -3110872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3110872.250000 Penalty: 5012.484863
	Iteration 68Q: 3 clusters Score -3110872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3110889.750000 Penalty: 5012.484863
	Iteration 69Q: 3 clusters Score -3110890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3110894.250000 Penalty: 5012.484863
	Iteration 70Q: 3 clusters Score -3110894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3110912.250000 Penalty: 5012.484863
	Iteration 71Q: 3 clusters Score -3110912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3110926.500000 Penalty: 5012.484863
	Iteration 72Q: 3 clusters Score -3110926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3110933.000000 Penalty: 5012.484863
	Iteration 73Q: 3 clusters Score -3110933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3110953.500000 Penalty: 5012.484863
	Iteration 74Q: 3 clusters Score -3110954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3110961.500000 Penalty: 5012.484863
	Iteration 75Q: 3 clusters Score -3110962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3110967.250000 Penalty: 5012.484863
	Iteration 76Q: 3 clusters Score -3110967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3110981.000000 Penalty: 5012.484863
	Iteration 77Q: 3 clusters Score -3110981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3110996.000000 Penalty: 5012.484863
	Iteration 78Q: 3 clusters Score -3110996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3111017.750000 Penalty: 5012.484863
	Iteration 79Q: 3 clusters Score -3111018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3111022.000000 Penalty: 5012.484863
	Iteration 80F: 3 clusters Score -3111022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3111035.000000 Penalty: 5012.484863
	Iteration 81Q: 3 clusters Score -3111035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3111040.750000 Penalty: 5012.484863
	Iteration 82Q: 3 clusters Score -3111041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3111053.500000 Penalty: 5012.484863
	Iteration 83Q: 3 clusters Score -3111054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3111061.750000 Penalty: 5012.484863
	Iteration 84Q: 3 clusters Score -3111062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3111072.000000 Penalty: 5012.484863
	Iteration 85Q: 3 clusters Score -3111072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3111077.000000 Penalty: 5012.484863
	Iteration 86Q: 3 clusters Score -3111077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3111079.500000 Penalty: 5012.484863
	Iteration 87Q: 3 clusters Score -3111080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3111080.500000 Penalty: 5012.484863
	Iteration 88Q: 3 clusters Score -3111080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3111087.000000 Penalty: 5012.484863
	Iteration 89Q: 3 clusters Score -3111087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3111086.250000 Penalty: 5012.484863
	Iteration 90Q: 3 clusters Score -3111086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3111086.250000 Penalty: 5012.484863
	Iteration 91F: 3 clusters Score -3111086 nChanged 0
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -401183520.000000 Penalty: 70435.320312
21->20 Clusters: Score -401183520.000000, best is -401206560.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 49246 members 
Mstep: Class 3 contains 49598 members 
Mstep: Class 4 contains 49358 members 
Mstep: Class 5 contains 49405 members 
Mstep: Class 6 contains 49419 members 
Mstep: Class 7 contains 49064 members 
Mstep: Class 8 contains 49365 members 
Mstep: Class 9 contains 48994 members 
Mstep: Class 10 contains 49346 members 
Mstep: Class 11 contains 49306 members 
Mstep: Class 12 contains 49299 members 
Mstep: Class 13 contains 48952 members 
Mstep: Class 14 contains 49504 members 
Mstep: Class 15 contains 49186 members 
Mstep: Class 16 contains 49354 members 
Mstep: Class 17 contains 49294 members 
Mstep: Class 18 contains 49038 members 
Mstep: Class 19 contains 49293 members 
Mstep: Class 20 contains 49072 members 
Mstep: Class 21 contains 49315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 251.664337 but Gain 3434.664062
Score: -130819192.000000 Penalty: 68693.328125
Iteration 0F: 21 clusters Score -1.308192e+08 nChanged 980604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2220 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 18378 members 
Mstep: Class 3 contains 34932 members 
Mstep: Class 4 contains 92044 members 
Mstep: Class 5 contains 140271 members 
Mstep: Class 6 contains 6164 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 54952 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 14086 members 
Mstep: Class 11 contains 114537 members 
Mstep: Class 12 contains 8384 members 
Mstep: Class 13 contains 12264 members 
Mstep: Class 14 contains 136841 members 
Mstep: Class 15 contains 50934 members 
Mstep: Class 16 contains 42383 members 
Mstep: Class 17 contains 20396 members 
Mstep: Class 18 contains 55567 members 
Mstep: Class 19 contains 73359 members 
Mstep: Class 20 contains 40640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133721208.000000 Penalty: 68693.328125
Iteration 1F: 21 clusters Score -1.337212e+08 nChanged 319994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1663 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 10109 members 
Mstep: Class 3 contains 28914 members 
Mstep: Class 4 contains 96575 members 
Mstep: Class 5 contains 196669 members 
Mstep: Class 6 contains 10930 members 
Mstep: Class 7 contains 5985 members 
Mstep: Class 8 contains 43237 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 116576 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 8141 members 
Mstep: Class 14 contains 174166 members 
Mstep: Class 15 contains 35267 members 
Mstep: Class 16 contains 30167 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 39964 members 
Mstep: Class 19 contains 72266 members 
Mstep: Class 20 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2632.771973 but Gain 3434.667969
Score: -134207776.000000 Penalty: 65258.660156
Iteration 2F: 20 clusters Score -1.342078e+08 nChanged 250421
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 22626 members 
Mstep: Class 4 contains 98069 members 
Mstep: Class 5 contains 232795 members 
Mstep: Class 6 contains 10378 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 42405 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 128026 members 
Mstep: Class 13 contains 6368 members 
Mstep: Class 14 contains 194276 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 16 contains 21608 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 19 contains 67463 members 
Mstep: Class 20 contains 17059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2524.562256 but Gain 3434.667969
Score: -134486976.000000 Penalty: 61823.992188
Iteration 3F: 19 clusters Score -1.34487e+08 nChanged 204710
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 100499 members 
Mstep: Class 5 contains 226229 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 8768 members 
Mstep: Class 8 contains 47917 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 151038 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 207158 members 
Mstep: Class 15 contains 13370 members 
Mstep: Class 16 contains 16099 members 
Mstep: Class 18 contains 30929 members 
Mstep: Class 19 contains 63505 members 
Mstep: Class 20 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2282.328125 but Gain 3434.667969
Score: -134662320.000000 Penalty: 58389.324219
Iteration 4F: 18 clusters Score -1.346623e+08 nChanged 163801
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 136792 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 102865 members 
Mstep: Class 5 contains 200072 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 49966 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 181898 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 210555 members 
Mstep: Class 15 contains 7883 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 19 contains 60109 members 
Mstep: Class 20 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2729.801514 but Gain 3434.664062
Score: -134793744.000000 Penalty: 54954.660156
Iteration 5F: 17 clusters Score -1.347937e+08 nChanged 144044
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 3 contains 12450 members 
Mstep: Class 4 contains 103893 members 
Mstep: Class 5 contains 175022 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 5763 members 
Mstep: Class 8 contains 49048 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 219489 members 
Mstep: Class 13 contains 8412 members 
Mstep: Class 14 contains 196935 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 9112 members 
Mstep: Class 18 contains 31848 members 
Mstep: Class 19 contains 56286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3027.587402 but Gain 3434.667969
Score: -134894688.000000 Penalty: 51519.992188
Iteration 6F: 16 clusters Score -1.348947e+08 nChanged 128730
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 174115 members 
Mstep: Class 3 contains 11570 members 
Mstep: Class 4 contains 103364 members 
Mstep: Class 5 contains 155738 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 48455 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 254904 members 
Mstep: Class 13 contains 10704 members 
Mstep: Class 14 contains 172729 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 53113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134968640.000000 Penalty: 51519.992188
Iteration 7F: 16 clusters Score -1.349686e+08 nChanged 110846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 190362 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 101561 members 
Mstep: Class 5 contains 139077 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 48446 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 2609 members 
Mstep: Class 11 contains 284646 members 
Mstep: Class 13 contains 12826 members 
Mstep: Class 14 contains 149164 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 18 contains 29435 members 
Mstep: Class 19 contains 49724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135006208.000000 Penalty: 51519.992188
Iteration 8F: 16 clusters Score -1.350062e+08 nChanged 98893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 203577 members 
Mstep: Class 3 contains 11802 members 
Mstep: Class 4 contains 100775 members 
Mstep: Class 5 contains 126275 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 4095 members 
Mstep: Class 8 contains 49683 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 300516 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 134330 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 18 contains 28321 members 
Mstep: Class 19 contains 47254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135014736.000000 Penalty: 51519.992188
Iteration 9F: 16 clusters Score -1.350147e+08 nChanged 84058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213475 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 104283 members 
Mstep: Class 5 contains 116535 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 51861 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 298716 members 
Mstep: Class 13 contains 16456 members 
Mstep: Class 14 contains 128750 members 
Mstep: Class 16 contains 7186 members 
Mstep: Class 18 contains 27599 members 
Mstep: Class 19 contains 46914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135033632.000000 Penalty: 51519.992188
Iteration 10F: 16 clusters Score -1.350336e+08 nChanged 69870
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 218601 members 
Mstep: Class 3 contains 13929 members 
Mstep: Class 4 contains 111176 members 
Mstep: Class 5 contains 109985 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 53856 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 289118 members 
Mstep: Class 13 contains 18127 members 
Mstep: Class 14 contains 127570 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 18 contains 27046 members 
Mstep: Class 19 contains 47803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135058128.000000 Penalty: 51519.992188
Iteration 11F: 16 clusters Score -1.350581e+08 nChanged 58658
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 217831 members 
Mstep: Class 3 contains 15139 members 
Mstep: Class 4 contains 120336 members 
Mstep: Class 5 contains 105551 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 55325 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 278572 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 128638 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 49304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135079280.000000 Penalty: 51519.992188
Iteration 12F: 16 clusters Score -1.350793e+08 nChanged 48831
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 213589 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 130963 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 56341 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 268297 members 
Mstep: Class 13 contains 21348 members 
Mstep: Class 14 contains 130659 members 
Mstep: Class 16 contains 7740 members 
Mstep: Class 18 contains 26246 members 
Mstep: Class 19 contains 50910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135096576.000000 Penalty: 51519.992188
Iteration 13Q: 16 clusters Score -1.350966e+08 nChanged 42203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 207352 members 
Mstep: Class 3 contains 17492 members 
Mstep: Class 4 contains 143478 members 
Mstep: Class 5 contains 98697 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 57148 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 259183 members 
Mstep: Class 13 contains 22980 members 
Mstep: Class 14 contains 132073 members 
Mstep: Class 16 contains 7899 members 
Mstep: Class 18 contains 25957 members 
Mstep: Class 19 contains 52522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135109936.000000 Penalty: 51519.992188
Iteration 14Q: 16 clusters Score -1.351099e+08 nChanged 38465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 200976 members 
Mstep: Class 3 contains 18516 members 
Mstep: Class 4 contains 156731 members 
Mstep: Class 5 contains 94700 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 57697 members 
Mstep: Class 9 contains 2270 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 251244 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 132436 members 
Mstep: Class 16 contains 8098 members 
Mstep: Class 18 contains 25786 members 
Mstep: Class 19 contains 53909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135118960.000000 Penalty: 51519.992188
Iteration 15Q: 16 clusters Score -1.35119e+08 nChanged 36919
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 194758 members 
Mstep: Class 3 contains 19431 members 
Mstep: Class 4 contains 170588 members 
Mstep: Class 5 contains 89971 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 58139 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 244844 members 
Mstep: Class 13 contains 26568 members 
Mstep: Class 14 contains 131170 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 55386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135124112.000000 Penalty: 51519.992188
Iteration 16Q: 16 clusters Score -1.351241e+08 nChanged 36107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 183555 members 
Mstep: Class 5 contains 84793 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 58593 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 239472 members 
Mstep: Class 13 contains 28643 members 
Mstep: Class 14 contains 129254 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 18 contains 25637 members 
Mstep: Class 19 contains 56967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135129328.000000 Penalty: 51519.992188
Iteration 17Q: 16 clusters Score -1.351293e+08 nChanged 35835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 183835 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 196673 members 
Mstep: Class 5 contains 79620 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 58936 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 233570 members 
Mstep: Class 13 contains 30905 members 
Mstep: Class 14 contains 127331 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 18 contains 25630 members 
Mstep: Class 19 contains 58556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135135296.000000 Penalty: 51519.992188
Iteration 18Q: 16 clusters Score -1.351353e+08 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 3 contains 21488 members 
Mstep: Class 4 contains 208314 members 
Mstep: Class 5 contains 75139 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 59148 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 226942 members 
Mstep: Class 13 contains 33216 members 
Mstep: Class 14 contains 125784 members 
Mstep: Class 16 contains 8956 members 
Mstep: Class 18 contains 25626 members 
Mstep: Class 19 contains 60189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135140320.000000 Penalty: 51519.992188
Iteration 19Q: 16 clusters Score -1.351403e+08 nChanged 33167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 3 contains 22053 members 
Mstep: Class 4 contains 216091 members 
Mstep: Class 5 contains 71374 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 59234 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 221005 members 
Mstep: Class 13 contains 35600 members 
Mstep: Class 14 contains 125243 members 
Mstep: Class 16 contains 9241 members 
Mstep: Class 18 contains 25659 members 
Mstep: Class 19 contains 61731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135144640.000000 Penalty: 51519.992188
Iteration 20F: 16 clusters Score -1.351446e+08 nChanged 32438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 174982 members 
Mstep: Class 3 contains 22494 members 
Mstep: Class 4 contains 221757 members 
Mstep: Class 5 contains 67461 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 59110 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 216274 members 
Mstep: Class 13 contains 38054 members 
Mstep: Class 14 contains 125527 members 
Mstep: Class 16 contains 9556 members 
Mstep: Class 18 contains 25608 members 
Mstep: Class 19 contains 63275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135147040.000000 Penalty: 51519.992188
Iteration 21Q: 16 clusters Score -1.35147e+08 nChanged 30233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 3 contains 22856 members 
Mstep: Class 4 contains 222720 members 
Mstep: Class 5 contains 64210 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 58960 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 212652 members 
Mstep: Class 13 contains 40637 members 
Mstep: Class 14 contains 127278 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 65056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135151120.000000 Penalty: 51519.992188
Iteration 22Q: 16 clusters Score -1.351511e+08 nChanged 27104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 219972 members 
Mstep: Class 5 contains 61486 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 58749 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 210429 members 
Mstep: Class 13 contains 43375 members 
Mstep: Class 14 contains 130053 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 18 contains 25608 members 
Mstep: Class 19 contains 66983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135156320.000000 Penalty: 51519.992188
Iteration 23Q: 16 clusters Score -1.351563e+08 nChanged 24490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 3 contains 23524 members 
Mstep: Class 4 contains 214957 members 
Mstep: Class 5 contains 59081 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 58521 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 209136 members 
Mstep: Class 13 contains 46028 members 
Mstep: Class 14 contains 133732 members 
Mstep: Class 16 contains 10833 members 
Mstep: Class 18 contains 25558 members 
Mstep: Class 19 contains 69073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135160688.000000 Penalty: 51519.992188
Iteration 24Q: 16 clusters Score -1.351607e+08 nChanged 22629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 172893 members 
Mstep: Class 3 contains 23771 members 
Mstep: Class 4 contains 208760 members 
Mstep: Class 5 contains 56881 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 58241 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 4906 members 
Mstep: Class 11 contains 208527 members 
Mstep: Class 13 contains 48634 members 
Mstep: Class 14 contains 137989 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 71158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135164688.000000 Penalty: 51519.992188
Iteration 25Q: 16 clusters Score -1.351647e+08 nChanged 21537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 3 contains 23958 members 
Mstep: Class 4 contains 202243 members 
Mstep: Class 5 contains 54837 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 57991 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 208100 members 
Mstep: Class 13 contains 51303 members 
Mstep: Class 14 contains 142450 members 
Mstep: Class 16 contains 11743 members 
Mstep: Class 18 contains 25326 members 
Mstep: Class 19 contains 73232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135169440.000000 Penalty: 51519.992188
Iteration 26Q: 16 clusters Score -1.351694e+08 nChanged 20795
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 3 contains 24043 members 
Mstep: Class 4 contains 195691 members 
Mstep: Class 5 contains 52988 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 57689 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 5032 members 
Mstep: Class 11 contains 207676 members 
Mstep: Class 13 contains 53965 members 
Mstep: Class 14 contains 147055 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 18 contains 25181 members 
Mstep: Class 19 contains 75509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135174752.000000 Penalty: 51519.992188
Iteration 27Q: 16 clusters Score -1.351748e+08 nChanged 20171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170151 members 
Mstep: Class 3 contains 24091 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 51254 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 57418 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 207133 members 
Mstep: Class 13 contains 56513 members 
Mstep: Class 14 contains 151498 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 18 contains 25046 members 
Mstep: Class 19 contains 77930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135179472.000000 Penalty: 51519.992188
Iteration 28Q: 16 clusters Score -1.351795e+08 nChanged 19612
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 3 contains 24089 members 
Mstep: Class 4 contains 184272 members 
Mstep: Class 5 contains 49755 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 57207 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 206333 members 
Mstep: Class 13 contains 58997 members 
Mstep: Class 14 contains 155710 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 18 contains 24881 members 
Mstep: Class 19 contains 80268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135183904.000000 Penalty: 51519.992188
Iteration 29Q: 16 clusters Score -1.351839e+08 nChanged 18508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 3 contains 24096 members 
Mstep: Class 4 contains 179390 members 
Mstep: Class 5 contains 48368 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 56997 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 205151 members 
Mstep: Class 13 contains 61262 members 
Mstep: Class 14 contains 159774 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 82687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135188080.000000 Penalty: 51519.992188
Iteration 30Q: 16 clusters Score -1.351881e+08 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 166194 members 
Mstep: Class 3 contains 24105 members 
Mstep: Class 4 contains 175014 members 
Mstep: Class 5 contains 47105 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 56798 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 203668 members 
Mstep: Class 13 contains 63371 members 
Mstep: Class 14 contains 163549 members 
Mstep: Class 16 contains 13771 members 
Mstep: Class 18 contains 24687 members 
Mstep: Class 19 contains 85123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135192208.000000 Penalty: 51519.992188
Iteration 31Q: 16 clusters Score -1.351922e+08 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 3 contains 24082 members 
Mstep: Class 4 contains 171126 members 
Mstep: Class 5 contains 46003 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 56507 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 4984 members 
Mstep: Class 11 contains 202044 members 
Mstep: Class 13 contains 65249 members 
Mstep: Class 14 contains 167061 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 18 contains 24588 members 
Mstep: Class 19 contains 87545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135197120.000000 Penalty: 51519.992188
Iteration 32Q: 16 clusters Score -1.351971e+08 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 3 contains 24050 members 
Mstep: Class 4 contains 167795 members 
Mstep: Class 5 contains 45097 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 56205 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 200581 members 
Mstep: Class 13 contains 66976 members 
Mstep: Class 14 contains 169840 members 
Mstep: Class 16 contains 14448 members 
Mstep: Class 18 contains 24509 members 
Mstep: Class 19 contains 89806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135201008.000000 Penalty: 51519.992188
Iteration 33Q: 16 clusters Score -1.35201e+08 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 3 contains 24006 members 
Mstep: Class 4 contains 164672 members 
Mstep: Class 5 contains 44312 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 55902 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 199206 members 
Mstep: Class 13 contains 68663 members 
Mstep: Class 14 contains 172121 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 18 contains 24434 members 
Mstep: Class 19 contains 91989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135204080.000000 Penalty: 51519.992188
Iteration 34Q: 16 clusters Score -1.352041e+08 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 3 contains 23946 members 
Mstep: Class 4 contains 161682 members 
Mstep: Class 5 contains 43775 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 55629 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 197440 members 
Mstep: Class 13 contains 70244 members 
Mstep: Class 14 contains 174337 members 
Mstep: Class 16 contains 15002 members 
Mstep: Class 18 contains 24404 members 
Mstep: Class 19 contains 94092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135206944.000000 Penalty: 51519.992188
Iteration 35Q: 16 clusters Score -1.352069e+08 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 158853 members 
Mstep: Class 5 contains 43410 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 55340 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 195619 members 
Mstep: Class 13 contains 71698 members 
Mstep: Class 14 contains 176436 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 18 contains 24328 members 
Mstep: Class 19 contains 96087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135209184.000000 Penalty: 51519.992188
Iteration 36Q: 16 clusters Score -1.352092e+08 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 3 contains 23813 members 
Mstep: Class 4 contains 156189 members 
Mstep: Class 5 contains 43143 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 55092 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 193888 members 
Mstep: Class 13 contains 73066 members 
Mstep: Class 14 contains 178446 members 
Mstep: Class 16 contains 15430 members 
Mstep: Class 18 contains 24265 members 
Mstep: Class 19 contains 97906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135211184.000000 Penalty: 51519.992188
Iteration 37Q: 16 clusters Score -1.352112e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 153900 members 
Mstep: Class 5 contains 42784 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 54860 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 192479 members 
Mstep: Class 13 contains 74355 members 
Mstep: Class 14 contains 180033 members 
Mstep: Class 16 contains 15602 members 
Mstep: Class 18 contains 24212 members 
Mstep: Class 19 contains 99509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135212896.000000 Penalty: 51519.992188
Iteration 38Q: 16 clusters Score -1.352129e+08 nChanged 11460
Entering ConstructFrom: 
Score: -135212896.000000 Penalty: 51519.992188
Entering ConstructFrom: 
Trying to split cluster 1 (162697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Entering Unmasked Estep 
Score: -21672522.000000 Penalty: 2975.912109
	Iteration 0F: 2 clusters Score -2.167252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -21570514.000000 Penalty: 5951.824219
	Iteration 0F: 3 clusters Score -2.157051e+07 nChanged 77965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -21615880.000000 Penalty: 5951.824219
	Iteration 1F: 3 clusters Score -2.161588e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -21617174.000000 Penalty: 5951.824219
	Iteration 2Q: 3 clusters Score -2.161717e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -21619296.000000 Penalty: 5951.824219
	Iteration 3Q: 3 clusters Score -2.16193e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -21622212.000000 Penalty: 5951.824219
	Iteration 4Q: 3 clusters Score -2.162221e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -21626122.000000 Penalty: 5951.824219
	Iteration 5Q: 3 clusters Score -2.162612e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -21631538.000000 Penalty: 5951.824219
	Iteration 6F: 3 clusters Score -2.163154e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -21639076.000000 Penalty: 5951.824219
	Iteration 7F: 3 clusters Score -2.163908e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -21648464.000000 Penalty: 5951.824219
	Iteration 8F: 3 clusters Score -2.164846e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -21656672.000000 Penalty: 5951.824219
	Iteration 9F: 3 clusters Score -2.165667e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -21661506.000000 Penalty: 5951.824219
	Iteration 10F: 3 clusters Score -2.166151e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -21663870.000000 Penalty: 5951.824219
	Iteration 11Q: 3 clusters Score -2.166387e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -21665436.000000 Penalty: 5951.824219
	Iteration 12Q: 3 clusters Score -2.166544e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -21666776.000000 Penalty: 5951.824219
	Iteration 13Q: 3 clusters Score -2.166678e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -21667832.000000 Penalty: 5951.824219
	Iteration 14Q: 3 clusters Score -2.166783e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130912 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -21668666.000000 Penalty: 5951.824219
	Iteration 15Q: 3 clusters Score -2.166867e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -21669412.000000 Penalty: 5951.824219
	Iteration 16Q: 3 clusters Score -2.166941e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135511 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -21669878.000000 Penalty: 5951.824219
	Iteration 17Q: 3 clusters Score -2.166988e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137481 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -21670324.000000 Penalty: 5951.824219
	Iteration 18Q: 3 clusters Score -2.167032e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -21670672.000000 Penalty: 5951.824219
	Iteration 19Q: 3 clusters Score -2.167067e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -21670930.000000 Penalty: 5951.824219
	Iteration 20F: 3 clusters Score -2.167093e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -21671130.000000 Penalty: 5951.824219
	Iteration 21Q: 3 clusters Score -2.167113e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -21671422.000000 Penalty: 5951.824219
	Iteration 22Q: 3 clusters Score -2.167142e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -21671624.000000 Penalty: 5951.824219
	Iteration 23Q: 3 clusters Score -2.167162e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -21671824.000000 Penalty: 5951.824219
	Iteration 24Q: 3 clusters Score -2.167182e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -21671932.000000 Penalty: 5951.824219
	Iteration 25Q: 3 clusters Score -2.167193e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -21672170.000000 Penalty: 5951.824219
	Iteration 26Q: 3 clusters Score -2.167217e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -21672316.000000 Penalty: 5951.824219
	Iteration 27Q: 3 clusters Score -2.167232e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150745 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -21672456.000000 Penalty: 5951.824219
	Iteration 28Q: 3 clusters Score -2.167246e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -21672496.000000 Penalty: 5951.824219
	Iteration 29Q: 3 clusters Score -2.16725e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -21672614.000000 Penalty: 5951.824219
	Iteration 30Q: 3 clusters Score -2.167261e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -21672594.000000 Penalty: 5951.824219
	Iteration 31Q: 3 clusters Score -2.167259e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -21672644.000000 Penalty: 5951.824219
	Iteration 32Q: 3 clusters Score -2.167264e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154033 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -21672576.000000 Penalty: 5951.824219
	Iteration 33Q: 3 clusters Score -2.167258e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -21672568.000000 Penalty: 5951.824219
	Iteration 34Q: 3 clusters Score -2.167257e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -21672570.000000 Penalty: 5951.824219
	Iteration 35Q: 3 clusters Score -2.167257e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -21672624.000000 Penalty: 5951.824219
	Iteration 36Q: 3 clusters Score -2.167262e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155670 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -21672592.000000 Penalty: 5951.824219
	Iteration 37Q: 3 clusters Score -2.167259e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155990 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -21672618.000000 Penalty: 5951.824219
	Iteration 38Q: 3 clusters Score -2.167262e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -21672592.000000 Penalty: 5951.824219
	Iteration 39Q: 3 clusters Score -2.167259e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -21672532.000000 Penalty: 5951.824219
	Iteration 40F: 3 clusters Score -2.167253e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -21672472.000000 Penalty: 5951.824219
	Iteration 41Q: 3 clusters Score -2.167247e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -21672478.000000 Penalty: 5951.824219
	Iteration 42Q: 3 clusters Score -2.167248e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -21672460.000000 Penalty: 5951.824219
	Iteration 43Q: 3 clusters Score -2.167246e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -21672452.000000 Penalty: 5951.824219
	Iteration 44Q: 3 clusters Score -2.167245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -21672448.000000 Penalty: 5951.824219
	Iteration 45Q: 3 clusters Score -2.167245e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -21672452.000000 Penalty: 5951.824219
	Iteration 46Q: 3 clusters Score -2.167245e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -21672422.000000 Penalty: 5951.824219
	Iteration 47Q: 3 clusters Score -2.167242e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -21672426.000000 Penalty: 5951.824219
	Iteration 48Q: 3 clusters Score -2.167243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -21672470.000000 Penalty: 5951.824219
	Iteration 49Q: 3 clusters Score -2.167247e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -21672472.000000 Penalty: 5951.824219
	Iteration 50Q: 3 clusters Score -2.167247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -21672456.000000 Penalty: 5951.824219
	Iteration 51Q: 3 clusters Score -2.167246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -21672462.000000 Penalty: 5951.824219
	Iteration 52Q: 3 clusters Score -2.167246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21672470.000000 Penalty: 5951.824219
	Iteration 53Q: 3 clusters Score -2.167247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -21672470.000000 Penalty: 5951.824219
	Iteration 54Q: 3 clusters Score -2.167247e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -21672462.000000 Penalty: 5951.824219
	Iteration 55Q: 3 clusters Score -2.167246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -21672492.000000 Penalty: 5951.824219
	Iteration 56Q: 3 clusters Score -2.167249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -21672544.000000 Penalty: 5951.824219
	Iteration 57Q: 3 clusters Score -2.167254e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -21672528.000000 Penalty: 5951.824219
	Iteration 58Q: 3 clusters Score -2.167253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -21672494.000000 Penalty: 5951.824219
	Iteration 59Q: 3 clusters Score -2.167249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -21672482.000000 Penalty: 5951.824219
	Iteration 60F: 3 clusters Score -2.167248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21672484.000000 Penalty: 5951.824219
	Iteration 61Q: 3 clusters Score -2.167248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -21672460.000000 Penalty: 5951.824219
	Iteration 62Q: 3 clusters Score -2.167246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -21672472.000000 Penalty: 5951.824219
	Iteration 63Q: 3 clusters Score -2.167247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158705 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -21672466.000000 Penalty: 5951.824219
	Iteration 64Q: 3 clusters Score -2.167247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21672476.000000 Penalty: 5951.824219
	Iteration 65Q: 3 clusters Score -2.167248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21672474.000000 Penalty: 5951.824219
	Iteration 66Q: 3 clusters Score -2.167247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -21672472.000000 Penalty: 5951.824219
	Iteration 67Q: 3 clusters Score -2.167247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158780 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21672446.000000 Penalty: 5951.824219
	Iteration 68Q: 3 clusters Score -2.167245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158790 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21672446.000000 Penalty: 5951.824219
	Iteration 69Q: 3 clusters Score -2.167245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -21672462.000000 Penalty: 5951.824219
	Iteration 70Q: 3 clusters Score -2.167246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -21672460.000000 Penalty: 5951.824219
	Iteration 71Q: 3 clusters Score -2.167246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21672466.000000 Penalty: 5951.824219
	Iteration 72Q: 3 clusters Score -2.167247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158804 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -21672452.000000 Penalty: 5951.824219
	Iteration 73Q: 3 clusters Score -2.167245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -21672458.000000 Penalty: 5951.824219
	Iteration 74Q: 3 clusters Score -2.167246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21672452.000000 Penalty: 5951.824219
	Iteration 75Q: 3 clusters Score -2.167245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -21672444.000000 Penalty: 5951.824219
	Iteration 76Q: 3 clusters Score -2.167244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -21672444.000000 Penalty: 5951.824219
	Iteration 77Q: 3 clusters Score -2.167244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21672442.000000 Penalty: 5951.824219
	Iteration 78Q: 3 clusters Score -2.167244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158826 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21672466.000000 Penalty: 5951.824219
	Iteration 79Q: 3 clusters Score -2.167247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -21672464.000000 Penalty: 5951.824219
	Iteration 80F: 3 clusters Score -2.167246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -21672468.000000 Penalty: 5951.824219
	Iteration 81Q: 3 clusters Score -2.167247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -21672470.000000 Penalty: 5951.824219
	Iteration 82Q: 3 clusters Score -2.167247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158850 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21672502.000000 Penalty: 5951.824219
	Iteration 83Q: 3 clusters Score -2.16725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -21672494.000000 Penalty: 5951.824219
	Iteration 84Q: 3 clusters Score -2.167249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158860 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -21672480.000000 Penalty: 5951.824219
	Iteration 85Q: 3 clusters Score -2.167248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -21672484.000000 Penalty: 5951.824219
	Iteration 86Q: 3 clusters Score -2.167248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -21672484.000000 Penalty: 5951.824219
	Iteration 87Q: 3 clusters Score -2.167248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158866 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21672476.000000 Penalty: 5951.824219
	Iteration 88Q: 3 clusters Score -2.167248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21672478.000000 Penalty: 5951.824219
	Iteration 89Q: 3 clusters Score -2.167248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21672478.000000 Penalty: 5951.824219
	Iteration 90F: 3 clusters Score -2.167248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Entering Unmasked Estep 
Score: -3182200.750000 Penalty: 2497.406494
	Iteration 0F: 2 clusters Score -3182201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3165627.000000 Penalty: 4994.812988
	Iteration 0F: 3 clusters Score -3165627 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3171174.000000 Penalty: 4994.812988
	Iteration 1F: 3 clusters Score -3171174 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3171624.250000 Penalty: 4994.812988
	Iteration 2F: 3 clusters Score -3171624 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3172042.500000 Penalty: 4994.812988
	Iteration 3Q: 3 clusters Score -3172042 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3172521.750000 Penalty: 4994.812988
	Iteration 4Q: 3 clusters Score -3172522 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3173196.250000 Penalty: 4994.812988
	Iteration 5F: 3 clusters Score -3173196 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3174135.000000 Penalty: 4994.812988
	Iteration 6F: 3 clusters Score -3174135 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3175356.000000 Penalty: 4994.812988
	Iteration 7F: 3 clusters Score -3175356 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3176797.750000 Penalty: 4994.812988
	Iteration 8F: 3 clusters Score -3176798 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3178069.000000 Penalty: 4994.812988
	Iteration 9F: 3 clusters Score -3178069 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3179062.750000 Penalty: 4994.812988
	Iteration 10Q: 3 clusters Score -3179063 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3179725.750000 Penalty: 4994.812988
	Iteration 11Q: 3 clusters Score -3179726 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3180083.500000 Penalty: 4994.812988
	Iteration 12Q: 3 clusters Score -3180084 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3180257.750000 Penalty: 4994.812988
	Iteration 13Q: 3 clusters Score -3180258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3180354.750000 Penalty: 4994.812988
	Iteration 14Q: 3 clusters Score -3180355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3180413.500000 Penalty: 4994.812988
	Iteration 15Q: 3 clusters Score -3180414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3180449.000000 Penalty: 4994.812988
	Iteration 16Q: 3 clusters Score -3180449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3180471.000000 Penalty: 4994.812988
	Iteration 17Q: 3 clusters Score -3180471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3180489.000000 Penalty: 4994.812988
	Iteration 18Q: 3 clusters Score -3180489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3180503.000000 Penalty: 4994.812988
	Iteration 19Q: 3 clusters Score -3180503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3180507.750000 Penalty: 4994.812988
	Iteration 20F: 3 clusters Score -3180508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3180515.250000 Penalty: 4994.812988
	Iteration 21Q: 3 clusters Score -3180515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3180528.500000 Penalty: 4994.812988
	Iteration 22Q: 3 clusters Score -3180528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3180535.000000 Penalty: 4994.812988
	Iteration 23Q: 3 clusters Score -3180535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3180535.750000 Penalty: 4994.812988
	Iteration 24Q: 3 clusters Score -3180536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3180548.500000 Penalty: 4994.812988
	Iteration 25Q: 3 clusters Score -3180548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3180548.250000 Penalty: 4994.812988
	Iteration 26Q: 3 clusters Score -3180548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3180548.000000 Penalty: 4994.812988
	Iteration 27Q: 3 clusters Score -3180548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3180552.250000 Penalty: 4994.812988
	Iteration 28Q: 3 clusters Score -3180552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3180557.750000 Penalty: 4994.812988
	Iteration 29Q: 3 clusters Score -3180558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3180558.750000 Penalty: 4994.812988
	Iteration 30Q: 3 clusters Score -3180559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3180558.750000 Penalty: 4994.812988
	Iteration 31F: 3 clusters Score -3180559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Entering Unmasked Estep 
Score: -20229832.000000 Penalty: 2958.902100
	Iteration 0F: 2 clusters Score -2.022983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -20131996.000000 Penalty: 5917.804199
	Iteration 0F: 3 clusters Score -2.0132e+07 nChanged 72754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -20174068.000000 Penalty: 5917.804199
	Iteration 1F: 3 clusters Score -2.017407e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -20175308.000000 Penalty: 5917.804199
	Iteration 2Q: 3 clusters Score -2.017531e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -20176462.000000 Penalty: 5917.804199
	Iteration 3Q: 3 clusters Score -2.017646e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -20178776.000000 Penalty: 5917.804199
	Iteration 4Q: 3 clusters Score -2.017878e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 94870 members 
Entering Unmasked Estep 
Score: -20182716.000000 Penalty: 5917.804199
	Iteration 5F: 3 clusters Score -2.018272e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -20189244.000000 Penalty: 5917.804199
	Iteration 6F: 3 clusters Score -2.018924e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -20199186.000000 Penalty: 5917.804199
	Iteration 7F: 3 clusters Score -2.019919e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -20210494.000000 Penalty: 5917.804199
	Iteration 8F: 3 clusters Score -2.021049e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -20219118.000000 Penalty: 5917.804199
	Iteration 9F: 3 clusters Score -2.021912e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 141627 members 
Entering Unmasked Estep 
Score: -20224494.000000 Penalty: 5917.804199
	Iteration 10Q: 3 clusters Score -2.022449e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 143783 members 
Entering Unmasked Estep 
Score: -20227078.000000 Penalty: 5917.804199
	Iteration 11Q: 3 clusters Score -2.022708e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -20227888.000000 Penalty: 5917.804199
	Iteration 12Q: 3 clusters Score -2.022789e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -20228322.000000 Penalty: 5917.804199
	Iteration 13Q: 3 clusters Score -2.022832e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -20228362.000000 Penalty: 5917.804199
	Iteration 14Q: 3 clusters Score -2.022836e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 146138 members 
Entering Unmasked Estep 
Score: -20228432.000000 Penalty: 5917.804199
	Iteration 15Q: 3 clusters Score -2.022843e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 146472 members 
Entering Unmasked Estep 
Score: -20228426.000000 Penalty: 5917.804199
	Iteration 16Q: 3 clusters Score -2.022843e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
Score: -20228460.000000 Penalty: 5917.804199
	Iteration 17Q: 3 clusters Score -2.022846e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 146978 members 
Entering Unmasked Estep 
Score: -20228482.000000 Penalty: 5917.804199
	Iteration 18Q: 3 clusters Score -2.022848e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -20228480.000000 Penalty: 5917.804199
	Iteration 19Q: 3 clusters Score -2.022848e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -20228478.000000 Penalty: 5917.804199
	Iteration 20F: 3 clusters Score -2.022848e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 147508 members 
Entering Unmasked Estep 
Score: -20228496.000000 Penalty: 5917.804199
	Iteration 21Q: 3 clusters Score -2.02285e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -20228484.000000 Penalty: 5917.804199
	Iteration 22Q: 3 clusters Score -2.022848e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -20228476.000000 Penalty: 5917.804199
	Iteration 23Q: 3 clusters Score -2.022848e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -20228450.000000 Penalty: 5917.804199
	Iteration 24Q: 3 clusters Score -2.022845e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -20228472.000000 Penalty: 5917.804199
	Iteration 25Q: 3 clusters Score -2.022847e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -20228462.000000 Penalty: 5917.804199
	Iteration 26Q: 3 clusters Score -2.022846e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -20228470.000000 Penalty: 5917.804199
	Iteration 27Q: 3 clusters Score -2.022847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -20228492.000000 Penalty: 5917.804199
	Iteration 28Q: 3 clusters Score -2.022849e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -20228464.000000 Penalty: 5917.804199
	Iteration 29Q: 3 clusters Score -2.022846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -20228464.000000 Penalty: 5917.804199
	Iteration 30Q: 3 clusters Score -2.022846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 148446 members 
Entering Unmasked Estep 
Score: -20228464.000000 Penalty: 5917.804199
	Iteration 31Q: 3 clusters Score -2.022846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -20228492.000000 Penalty: 5917.804199
	Iteration 32Q: 3 clusters Score -2.022849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 148563 members 
Entering Unmasked Estep 
Score: -20228470.000000 Penalty: 5917.804199
	Iteration 33Q: 3 clusters Score -2.022847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -20228492.000000 Penalty: 5917.804199
	Iteration 34Q: 3 clusters Score -2.022849e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -20228486.000000 Penalty: 5917.804199
	Iteration 35Q: 3 clusters Score -2.022849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 148695 members 
Entering Unmasked Estep 
Score: -20228516.000000 Penalty: 5917.804199
	Iteration 36Q: 3 clusters Score -2.022852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 148741 members 
Entering Unmasked Estep 
Score: -20228528.000000 Penalty: 5917.804199
	Iteration 37Q: 3 clusters Score -2.022853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 148773 members 
Entering Unmasked Estep 
Score: -20228514.000000 Penalty: 5917.804199
	Iteration 38Q: 3 clusters Score -2.022851e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -20228504.000000 Penalty: 5917.804199
	Iteration 39Q: 3 clusters Score -2.02285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -20228498.000000 Penalty: 5917.804199
	Iteration 40F: 3 clusters Score -2.02285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -20228506.000000 Penalty: 5917.804199
	Iteration 41Q: 3 clusters Score -2.022851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -20228508.000000 Penalty: 5917.804199
	Iteration 42Q: 3 clusters Score -2.022851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 148890 members 
Entering Unmasked Estep 
Score: -20228512.000000 Penalty: 5917.804199
	Iteration 43Q: 3 clusters Score -2.022851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -20228504.000000 Penalty: 5917.804199
	Iteration 44Q: 3 clusters Score -2.02285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -20228504.000000 Penalty: 5917.804199
	Iteration 45Q: 3 clusters Score -2.02285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -20228482.000000 Penalty: 5917.804199
	Iteration 46Q: 3 clusters Score -2.022848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -20228490.000000 Penalty: 5917.804199
	Iteration 47Q: 3 clusters Score -2.022849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 148953 members 
Entering Unmasked Estep 
Score: -20228484.000000 Penalty: 5917.804199
	Iteration 48Q: 3 clusters Score -2.022848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -20228462.000000 Penalty: 5917.804199
	Iteration 49Q: 3 clusters Score -2.022846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -20228468.000000 Penalty: 5917.804199
	Iteration 50Q: 3 clusters Score -2.022847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -20228458.000000 Penalty: 5917.804199
	Iteration 51Q: 3 clusters Score -2.022846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -20228460.000000 Penalty: 5917.804199
	Iteration 52Q: 3 clusters Score -2.022846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -20228470.000000 Penalty: 5917.804199
	Iteration 53Q: 3 clusters Score -2.022847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -20228458.000000 Penalty: 5917.804199
	Iteration 54Q: 3 clusters Score -2.022846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -20228460.000000 Penalty: 5917.804199
	Iteration 55Q: 3 clusters Score -2.022846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -20228460.000000 Penalty: 5917.804199
	Iteration 56F: 3 clusters Score -2.022846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Entering Unmasked Estep 
Score: -5715131.500000 Penalty: 2642.778320
	Iteration 0F: 2 clusters Score -5715132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5686426.000000 Penalty: 5285.556641
	Iteration 0F: 3 clusters Score -5686426 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5697299.000000 Penalty: 5285.556641
	Iteration 1F: 3 clusters Score -5697299 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5697897.500000 Penalty: 5285.556641
	Iteration 2Q: 3 clusters Score -5697898 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5698573.500000 Penalty: 5285.556641
	Iteration 3Q: 3 clusters Score -5698574 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -5699287.500000 Penalty: 5285.556641
	Iteration 4Q: 3 clusters Score -5699288 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5700231.500000 Penalty: 5285.556641
	Iteration 5Q: 3 clusters Score -5700232 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5701780.500000 Penalty: 5285.556641
	Iteration 6F: 3 clusters Score -5701780 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5703866.500000 Penalty: 5285.556641
	Iteration 7F: 3 clusters Score -5703866 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5706320.500000 Penalty: 5285.556641
	Iteration 8F: 3 clusters Score -5706320 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5708505.000000 Penalty: 5285.556641
	Iteration 9F: 3 clusters Score -5708505 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5710015.000000 Penalty: 5285.556641
	Iteration 10Q: 3 clusters Score -5710015 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5711015.500000 Penalty: 5285.556641
	Iteration 11Q: 3 clusters Score -5711016 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5711678.000000 Penalty: 5285.556641
	Iteration 12Q: 3 clusters Score -5711678 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5712033.000000 Penalty: 5285.556641
	Iteration 13Q: 3 clusters Score -5712033 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5712219.000000 Penalty: 5285.556641
	Iteration 14Q: 3 clusters Score -5712219 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5712346.500000 Penalty: 5285.556641
	Iteration 15Q: 3 clusters Score -5712346 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5712454.500000 Penalty: 5285.556641
	Iteration 16Q: 3 clusters Score -5712454 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5712517.500000 Penalty: 5285.556641
	Iteration 17Q: 3 clusters Score -5712518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5712589.000000 Penalty: 5285.556641
	Iteration 18Q: 3 clusters Score -5712589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5712653.000000 Penalty: 5285.556641
	Iteration 19Q: 3 clusters Score -5712653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5712698.000000 Penalty: 5285.556641
	Iteration 20F: 3 clusters Score -5712698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5712741.000000 Penalty: 5285.556641
	Iteration 21Q: 3 clusters Score -5712741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5712771.000000 Penalty: 5285.556641
	Iteration 22Q: 3 clusters Score -5712771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5712807.000000 Penalty: 5285.556641
	Iteration 23Q: 3 clusters Score -5712807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -5712840.500000 Penalty: 5285.556641
	Iteration 24Q: 3 clusters Score -5712840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5712849.500000 Penalty: 5285.556641
	Iteration 25Q: 3 clusters Score -5712850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5712872.000000 Penalty: 5285.556641
	Iteration 26Q: 3 clusters Score -5712872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5712884.000000 Penalty: 5285.556641
	Iteration 27Q: 3 clusters Score -5712884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5712896.000000 Penalty: 5285.556641
	Iteration 28Q: 3 clusters Score -5712896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5712903.000000 Penalty: 5285.556641
	Iteration 29Q: 3 clusters Score -5712903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5712915.500000 Penalty: 5285.556641
	Iteration 30Q: 3 clusters Score -5712916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5712927.000000 Penalty: 5285.556641
	Iteration 31Q: 3 clusters Score -5712927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5712932.000000 Penalty: 5285.556641
	Iteration 32Q: 3 clusters Score -5712932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5712947.000000 Penalty: 5285.556641
	Iteration 33Q: 3 clusters Score -5712947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -5712956.000000 Penalty: 5285.556641
	Iteration 34Q: 3 clusters Score -5712956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5712944.500000 Penalty: 5285.556641
	Iteration 35Q: 3 clusters Score -5712944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5712954.000000 Penalty: 5285.556641
	Iteration 36Q: 3 clusters Score -5712954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5712952.000000 Penalty: 5285.556641
	Iteration 37Q: 3 clusters Score -5712952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5712967.000000 Penalty: 5285.556641
	Iteration 38Q: 3 clusters Score -5712967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5712965.000000 Penalty: 5285.556641
	Iteration 39Q: 3 clusters Score -5712965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5712965.000000 Penalty: 5285.556641
	Iteration 40F: 3 clusters Score -5712965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5712974.000000 Penalty: 5285.556641
	Iteration 41Q: 3 clusters Score -5712974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5712973.000000 Penalty: 5285.556641
	Iteration 42Q: 3 clusters Score -5712973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5712977.000000 Penalty: 5285.556641
	Iteration 43Q: 3 clusters Score -5712977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5712975.000000 Penalty: 5285.556641
	Iteration 44Q: 3 clusters Score -5712975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5712976.000000 Penalty: 5285.556641
	Iteration 45Q: 3 clusters Score -5712976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5712976.000000 Penalty: 5285.556641
	Iteration 46F: 3 clusters Score -5712976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -134854.578125 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -134854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132967.343750 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -132967.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133738.703125 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -133738.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -134445.890625 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -134445.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134777.671875 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -134777.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134955.359375 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -134955.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135096.703125 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -135096.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -135206.421875 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -135206.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -135262.500000 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -135262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135299.609375 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -135299.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135328.312500 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -135328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135345.156250 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -135345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135353.453125 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -135353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135361.390625 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -135361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135370.359375 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -135370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -135371.718750 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -135371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -135374.281250 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -135374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -135380.265625 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -135380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -135383.578125 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -135383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135388.468750 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -135388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -135393.375000 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -135393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135399.765625 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -135399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135404.515625 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -135404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135406.203125 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -135406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135406.203125 Penalty: 3492.974121
	Iteration 23F: 3 clusters Score -135406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 23628 members 
Mstep: Class 4 contains 151912 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 54661 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 191148 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 181345 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 101061 members 
Entering Unmasked Estep 
Score: -135212224.000000 Penalty: 54954.660156
Splitting cluster 6 changes total score from -135212896.000000 to -135212224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -333893.375000 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -333893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330883.937500 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -330883.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -331579.312500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -331579.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331903.656250 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -331903.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -332148.437500 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -332148.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -332405.031250 Penalty: 3913.171631
	Iteration 4F: 3 clusters Score -332405 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -332667.843750 Penalty: 3913.171631
	Iteration 5F: 3 clusters Score -332667.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -332924.031250 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -332924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -333116.031250 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -333116 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -333283.562500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -333283.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -333472.500000 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -333472.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -333732.437500 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -333732.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -333955.812500 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -333955.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -334107.156250 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -334107.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -334184.312500 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -334184.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -334238.312500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -334238.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334265.906250 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -334265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -334286.906250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -334286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -334305.562500 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -334305.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -334327.812500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -334327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -334349.750000 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -334349.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -334375.312500 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -334375.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -334407.125000 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -334407.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -334445.156250 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -334445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -334491.906250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -334491.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -334530.906250 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -334530.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -334554.937500 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -334554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -334568.062500 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -334568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -334573.937500 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -334573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -334579.125000 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -334579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -334582.312500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -334582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -334584.937500 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -334584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -334587.093750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -334587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -334590.468750 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -334590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -334594.312500 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -334594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -334595.625000 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -334595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -334597.937500 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -334597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -334598.625000 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -334598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -334599.968750 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -334600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -334603.562500 Penalty: 3913.171631
	Iteration 38Q: 3 clusters Score -334603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -334608.437500 Penalty: 3913.171631
	Iteration 39Q: 3 clusters Score -334608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -334617.000000 Penalty: 3913.171631
	Iteration 40F: 3 clusters Score -334617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -334621.406250 Penalty: 3913.171631
	Iteration 41Q: 3 clusters Score -334621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -334626.468750 Penalty: 3913.171631
	Iteration 42Q: 3 clusters Score -334626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -334628.968750 Penalty: 3913.171631
	Iteration 43Q: 3 clusters Score -334629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -334630.562500 Penalty: 3913.171631
	Iteration 44Q: 3 clusters Score -334630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -334635.375000 Penalty: 3913.171631
	Iteration 45Q: 3 clusters Score -334635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -334636.656250 Penalty: 3913.171631
	Iteration 46Q: 3 clusters Score -334636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -334637.875000 Penalty: 3913.171631
	Iteration 47Q: 3 clusters Score -334637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -334637.875000 Penalty: 3913.171631
	Iteration 48F: 3 clusters Score -334637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 1693 members 
Mstep: Class 3 contains 23628 members 
Mstep: Class 4 contains 151912 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 54661 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 191148 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 181345 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 101061 members 
Entering Unmasked Estep 
Score: -135212352.000000 Penalty: 54954.660156
Splitting cluster 7 changes total score from -135212896.000000 to -135212352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (54661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Entering Unmasked Estep 
Score: -7039240.500000 Penalty: 2705.408691
	Iteration 0F: 2 clusters Score -7039240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7002540.500000 Penalty: 5410.817383
	Iteration 0F: 3 clusters Score -7002540 nChanged 25292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -7016664.000000 Penalty: 5410.817383
	Iteration 1F: 3 clusters Score -7016664 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -7017560.500000 Penalty: 5410.817383
	Iteration 2Q: 3 clusters Score -7017560 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -7018888.000000 Penalty: 5410.817383
	Iteration 3Q: 3 clusters Score -7018888 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -7020836.000000 Penalty: 5410.817383
	Iteration 4F: 3 clusters Score -7020836 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -7023467.500000 Penalty: 5410.817383
	Iteration 5F: 3 clusters Score -7023468 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -7026808.500000 Penalty: 5410.817383
	Iteration 6F: 3 clusters Score -7026808 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7029978.000000 Penalty: 5410.817383
	Iteration 7F: 3 clusters Score -7029978 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7032314.000000 Penalty: 5410.817383
	Iteration 8F: 3 clusters Score -7032314 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -7033886.500000 Penalty: 5410.817383
	Iteration 9F: 3 clusters Score -7033886 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -7035003.500000 Penalty: 5410.817383
	Iteration 10Q: 3 clusters Score -7035004 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -7035972.000000 Penalty: 5410.817383
	Iteration 11Q: 3 clusters Score -7035972 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -7037115.000000 Penalty: 5410.817383
	Iteration 12Q: 3 clusters Score -7037115 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -7038504.500000 Penalty: 5410.817383
	Iteration 13Q: 3 clusters Score -7038504 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -7039919.500000 Penalty: 5410.817383
	Iteration 14Q: 3 clusters Score -7039920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -7040764.500000 Penalty: 5410.817383
	Iteration 15Q: 3 clusters Score -7040764 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7041141.500000 Penalty: 5410.817383
	Iteration 16Q: 3 clusters Score -7041142 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7041332.500000 Penalty: 5410.817383
	Iteration 17Q: 3 clusters Score -7041332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7041454.000000 Penalty: 5410.817383
	Iteration 18Q: 3 clusters Score -7041454 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7041543.000000 Penalty: 5410.817383
	Iteration 19Q: 3 clusters Score -7041543 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7041614.000000 Penalty: 5410.817383
	Iteration 20F: 3 clusters Score -7041614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7041639.000000 Penalty: 5410.817383
	Iteration 21Q: 3 clusters Score -7041639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7041656.000000 Penalty: 5410.817383
	Iteration 22Q: 3 clusters Score -7041656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7041662.500000 Penalty: 5410.817383
	Iteration 23Q: 3 clusters Score -7041662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7041685.500000 Penalty: 5410.817383
	Iteration 24Q: 3 clusters Score -7041686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7041680.000000 Penalty: 5410.817383
	Iteration 25Q: 3 clusters Score -7041680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7041678.000000 Penalty: 5410.817383
	Iteration 26Q: 3 clusters Score -7041678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7041689.000000 Penalty: 5410.817383
	Iteration 27Q: 3 clusters Score -7041689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7041695.000000 Penalty: 5410.817383
	Iteration 28Q: 3 clusters Score -7041695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7041691.500000 Penalty: 5410.817383
	Iteration 29Q: 3 clusters Score -7041692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7041694.500000 Penalty: 5410.817383
	Iteration 30Q: 3 clusters Score -7041694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7041689.500000 Penalty: 5410.817383
	Iteration 31Q: 3 clusters Score -7041690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7041693.000000 Penalty: 5410.817383
	Iteration 32Q: 3 clusters Score -7041693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7041694.500000 Penalty: 5410.817383
	Iteration 33Q: 3 clusters Score -7041694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7041692.000000 Penalty: 5410.817383
	Iteration 34Q: 3 clusters Score -7041692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7041687.500000 Penalty: 5410.817383
	Iteration 35Q: 3 clusters Score -7041688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7041690.000000 Penalty: 5410.817383
	Iteration 36Q: 3 clusters Score -7041690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7041689.000000 Penalty: 5410.817383
	Iteration 37Q: 3 clusters Score -7041689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7041692.000000 Penalty: 5410.817383
	Iteration 38Q: 3 clusters Score -7041692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7041692.000000 Penalty: 5410.817383
	Iteration 39Q: 3 clusters Score -7041692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7041690.500000 Penalty: 5410.817383
	Iteration 40F: 3 clusters Score -7041690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7041696.000000 Penalty: 5410.817383
	Iteration 41Q: 3 clusters Score -7041696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7041693.000000 Penalty: 5410.817383
	Iteration 42Q: 3 clusters Score -7041693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7041692.500000 Penalty: 5410.817383
	Iteration 43Q: 3 clusters Score -7041692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7041694.500000 Penalty: 5410.817383
	Iteration 44Q: 3 clusters Score -7041694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7041694.500000 Penalty: 5410.817383
	Iteration 45F: 3 clusters Score -7041694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 23628 members 
Mstep: Class 4 contains 151912 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 51946 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 191148 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 181345 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 101061 members 
Entering Unmasked Estep 
Score: -135214672.000000 Penalty: 54954.660156
Splitting cluster 8 changes total score from -135212896.000000 to -135214672.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -259631.890625 Penalty: 1916.756226
	Iteration 0F: 2 clusters Score -259631.9 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 1158 members 
Entering Unmasked Estep 
Score: -256992.250000 Penalty: 3833.512451
	Iteration 0F: 3 clusters Score -256992.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -258484.015625 Penalty: 3833.512451
	Iteration 1F: 3 clusters Score -258484 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -259829.796875 Penalty: 3833.512451
	Iteration 2F: 3 clusters Score -259829.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -260928.515625 Penalty: 3833.512451
	Iteration 3F: 3 clusters Score -260928.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261857.062500 Penalty: 3833.512451
	Iteration 4F: 3 clusters Score -261857.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262127.875000 Penalty: 3833.512451
	Iteration 5F: 3 clusters Score -262127.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262345.781250 Penalty: 3833.512451
	Iteration 6Q: 3 clusters Score -262345.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -262622.281250 Penalty: 3833.512451
	Iteration 7Q: 3 clusters Score -262622.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -263182.718750 Penalty: 3833.512451
	Iteration 8Q: 3 clusters Score -263182.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -263557.031250 Penalty: 3833.512451
	Iteration 9Q: 3 clusters Score -263557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -263579.687500 Penalty: 3833.512451
	Iteration 10Q: 3 clusters Score -263579.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -263595.718750 Penalty: 3833.512451
	Iteration 11Q: 3 clusters Score -263595.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263626.218750 Penalty: 3833.512451
	Iteration 12Q: 3 clusters Score -263626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -263669.906250 Penalty: 3833.512451
	Iteration 13Q: 3 clusters Score -263669.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -263753.125000 Penalty: 3833.512451
	Iteration 14Q: 3 clusters Score -263753.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -263936.687500 Penalty: 3833.512451
	Iteration 15Q: 3 clusters Score -263936.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -264141.625000 Penalty: 3833.512451
	Iteration 16Q: 3 clusters Score -264141.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -264292.250000 Penalty: 3833.512451
	Iteration 17Q: 3 clusters Score -264292.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264501.812500 Penalty: 3833.512451
	Iteration 18Q: 3 clusters Score -264501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264516.687500 Penalty: 3833.512451
	Iteration 19Q: 3 clusters Score -264516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264517.656250 Penalty: 3833.512451
	Iteration 20F: 3 clusters Score -264517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 23628 members 
Mstep: Class 4 contains 151912 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 51946 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 191148 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 181345 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 101061 members 
Entering Unmasked Estep 
Score: -135218256.000000 Penalty: 58389.324219
Splitting cluster 9 changes total score from -135212896.000000 to -135218256.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -542366.437500 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -542366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -538452.812500 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -538452.8 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -539306.687500 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -539306.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -539476.437500 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -539476.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -539593.937500 Penalty: 4117.062012
	Iteration 3Q: 3 clusters Score -539593.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -539686.687500 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -539686.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -539761.125000 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -539761.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -539818.062500 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -539818.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -539867.187500 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -539867.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -539907.312500 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -539907.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539945.500000 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -539945.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -539981.937500 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -539981.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -540011.750000 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -540011.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -540049.000000 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -540049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -540091.937500 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -540091.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -540134.500000 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -540134.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -540176.000000 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -540176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -540228.187500 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -540228.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -540281.375000 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -540281.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -540329.562500 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -540329.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -540377.562500 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -540377.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -540427.562500 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -540427.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -540474.812500 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -540474.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -540515.687500 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -540515.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -540553.500000 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -540553.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -540582.125000 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -540582.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -540607.687500 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -540607.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -540626.687500 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -540626.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -540645.062500 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -540645.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -540662.000000 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -540662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -540671.437500 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -540671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -540685.687500 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -540685.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -540696.062500 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -540696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -540702.000000 Penalty: 4117.062012
	Iteration 32Q: 3 clusters Score -540702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -540706.000000 Penalty: 4117.062012
	Iteration 33Q: 3 clusters Score -540706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -540707.625000 Penalty: 4117.062012
	Iteration 34Q: 3 clusters Score -540707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -540710.750000 Penalty: 4117.062012
	Iteration 35Q: 3 clusters Score -540710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -540712.625000 Penalty: 4117.062012
	Iteration 36Q: 3 clusters Score -540712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -540713.687500 Penalty: 4117.062012
	Iteration 37Q: 3 clusters Score -540713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -540713.937500 Penalty: 4117.062012
	Iteration 38Q: 3 clusters Score -540713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -540713.937500 Penalty: 4117.062012
	Iteration 39F: 3 clusters Score -540713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Entering Unmasked Estep 
Score: -25343088.000000 Penalty: 3015.879150
	Iteration 0F: 2 clusters Score -2.534309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -25221234.000000 Penalty: 6031.758301
	Iteration 0F: 3 clusters Score -2.522123e+07 nChanged 91704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -25274460.000000 Penalty: 6031.758301
	Iteration 1F: 3 clusters Score -2.527446e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -25275474.000000 Penalty: 6031.758301
	Iteration 2Q: 3 clusters Score -2.527547e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -25277080.000000 Penalty: 6031.758301
	Iteration 3Q: 3 clusters Score -2.527708e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -25279796.000000 Penalty: 6031.758301
	Iteration 4Q: 3 clusters Score -2.52798e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -25285130.000000 Penalty: 6031.758301
	Iteration 5F: 3 clusters Score -2.528513e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -25293942.000000 Penalty: 6031.758301
	Iteration 6F: 3 clusters Score -2.529394e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -25306676.000000 Penalty: 6031.758301
	Iteration 7F: 3 clusters Score -2.530668e+07 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -25321072.000000 Penalty: 6031.758301
	Iteration 8F: 3 clusters Score -2.532107e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -25331796.000000 Penalty: 6031.758301
	Iteration 9F: 3 clusters Score -2.53318e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -25336852.000000 Penalty: 6031.758301
	Iteration 10Q: 3 clusters Score -2.533685e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -25338844.000000 Penalty: 6031.758301
	Iteration 11Q: 3 clusters Score -2.533884e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -25339896.000000 Penalty: 6031.758301
	Iteration 12Q: 3 clusters Score -2.53399e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -25340622.000000 Penalty: 6031.758301
	Iteration 13Q: 3 clusters Score -2.534062e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -25341240.000000 Penalty: 6031.758301
	Iteration 14Q: 3 clusters Score -2.534124e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -25341686.000000 Penalty: 6031.758301
	Iteration 15Q: 3 clusters Score -2.534169e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -25341930.000000 Penalty: 6031.758301
	Iteration 16Q: 3 clusters Score -2.534193e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -25342096.000000 Penalty: 6031.758301
	Iteration 17Q: 3 clusters Score -2.53421e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -25342264.000000 Penalty: 6031.758301
	Iteration 18Q: 3 clusters Score -2.534226e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170626 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -25342524.000000 Penalty: 6031.758301
	Iteration 19Q: 3 clusters Score -2.534252e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -25342764.000000 Penalty: 6031.758301
	Iteration 20F: 3 clusters Score -2.534276e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -25342914.000000 Penalty: 6031.758301
	Iteration 21Q: 3 clusters Score -2.534291e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -25343074.000000 Penalty: 6031.758301
	Iteration 22Q: 3 clusters Score -2.534307e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -25343116.000000 Penalty: 6031.758301
	Iteration 23Q: 3 clusters Score -2.534312e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173991 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -25343160.000000 Penalty: 6031.758301
	Iteration 24Q: 3 clusters Score -2.534316e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -25343176.000000 Penalty: 6031.758301
	Iteration 25Q: 3 clusters Score -2.534318e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -25343216.000000 Penalty: 6031.758301
	Iteration 26Q: 3 clusters Score -2.534322e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -25343250.000000 Penalty: 6031.758301
	Iteration 27Q: 3 clusters Score -2.534325e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176413 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -25343290.000000 Penalty: 6031.758301
	Iteration 28Q: 3 clusters Score -2.534329e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -25343274.000000 Penalty: 6031.758301
	Iteration 29Q: 3 clusters Score -2.534327e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -25343282.000000 Penalty: 6031.758301
	Iteration 30Q: 3 clusters Score -2.534328e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -25343358.000000 Penalty: 6031.758301
	Iteration 31Q: 3 clusters Score -2.534336e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -25343368.000000 Penalty: 6031.758301
	Iteration 32Q: 3 clusters Score -2.534337e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -25343350.000000 Penalty: 6031.758301
	Iteration 33Q: 3 clusters Score -2.534335e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -25343334.000000 Penalty: 6031.758301
	Iteration 34Q: 3 clusters Score -2.534333e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -25343412.000000 Penalty: 6031.758301
	Iteration 35Q: 3 clusters Score -2.534341e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -25343310.000000 Penalty: 6031.758301
	Iteration 36Q: 3 clusters Score -2.534331e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -25343258.000000 Penalty: 6031.758301
	Iteration 37Q: 3 clusters Score -2.534326e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180900 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -25343236.000000 Penalty: 6031.758301
	Iteration 38Q: 3 clusters Score -2.534324e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -25343158.000000 Penalty: 6031.758301
	Iteration 39Q: 3 clusters Score -2.534316e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181465 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -25343128.000000 Penalty: 6031.758301
	Iteration 40F: 3 clusters Score -2.534313e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -25343110.000000 Penalty: 6031.758301
	Iteration 41Q: 3 clusters Score -2.534311e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -25343086.000000 Penalty: 6031.758301
	Iteration 42Q: 3 clusters Score -2.534309e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182196 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -25343044.000000 Penalty: 6031.758301
	Iteration 43Q: 3 clusters Score -2.534304e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182393 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -25343046.000000 Penalty: 6031.758301
	Iteration 44Q: 3 clusters Score -2.534305e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -25343026.000000 Penalty: 6031.758301
	Iteration 45Q: 3 clusters Score -2.534303e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182757 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -25343002.000000 Penalty: 6031.758301
	Iteration 46Q: 3 clusters Score -2.5343e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -25342920.000000 Penalty: 6031.758301
	Iteration 47Q: 3 clusters Score -2.534292e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183106 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -25342946.000000 Penalty: 6031.758301
	Iteration 48Q: 3 clusters Score -2.534295e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -25342854.000000 Penalty: 6031.758301
	Iteration 49Q: 3 clusters Score -2.534285e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -25342810.000000 Penalty: 6031.758301
	Iteration 50Q: 3 clusters Score -2.534281e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -25342746.000000 Penalty: 6031.758301
	Iteration 51Q: 3 clusters Score -2.534275e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183630 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -25342796.000000 Penalty: 6031.758301
	Iteration 52Q: 3 clusters Score -2.53428e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -25342764.000000 Penalty: 6031.758301
	Iteration 53Q: 3 clusters Score -2.534276e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183858 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -25342772.000000 Penalty: 6031.758301
	Iteration 54Q: 3 clusters Score -2.534277e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -25342792.000000 Penalty: 6031.758301
	Iteration 55Q: 3 clusters Score -2.534279e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -25342776.000000 Penalty: 6031.758301
	Iteration 56Q: 3 clusters Score -2.534278e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -25342812.000000 Penalty: 6031.758301
	Iteration 57Q: 3 clusters Score -2.534281e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -25342784.000000 Penalty: 6031.758301
	Iteration 58Q: 3 clusters Score -2.534278e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184347 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -25342816.000000 Penalty: 6031.758301
	Iteration 59Q: 3 clusters Score -2.534282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184401 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -25342802.000000 Penalty: 6031.758301
	Iteration 60F: 3 clusters Score -2.53428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -25342836.000000 Penalty: 6031.758301
	Iteration 61Q: 3 clusters Score -2.534284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184494 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -25342784.000000 Penalty: 6031.758301
	Iteration 62Q: 3 clusters Score -2.534278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184557 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -25342808.000000 Penalty: 6031.758301
	Iteration 63Q: 3 clusters Score -2.534281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -25342816.000000 Penalty: 6031.758301
	Iteration 64Q: 3 clusters Score -2.534282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -25342828.000000 Penalty: 6031.758301
	Iteration 65Q: 3 clusters Score -2.534283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184747 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -25342800.000000 Penalty: 6031.758301
	Iteration 66Q: 3 clusters Score -2.53428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184813 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -25342820.000000 Penalty: 6031.758301
	Iteration 67Q: 3 clusters Score -2.534282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -25342808.000000 Penalty: 6031.758301
	Iteration 68Q: 3 clusters Score -2.534281e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184932 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -25342820.000000 Penalty: 6031.758301
	Iteration 69Q: 3 clusters Score -2.534282e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184995 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -25342804.000000 Penalty: 6031.758301
	Iteration 70Q: 3 clusters Score -2.53428e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185051 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -25342792.000000 Penalty: 6031.758301
	Iteration 71Q: 3 clusters Score -2.534279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -25342766.000000 Penalty: 6031.758301
	Iteration 72Q: 3 clusters Score -2.534277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -25342714.000000 Penalty: 6031.758301
	Iteration 73Q: 3 clusters Score -2.534271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -25342742.000000 Penalty: 6031.758301
	Iteration 74Q: 3 clusters Score -2.534274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185288 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -25342770.000000 Penalty: 6031.758301
	Iteration 75Q: 3 clusters Score -2.534277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -25342786.000000 Penalty: 6031.758301
	Iteration 76Q: 3 clusters Score -2.534279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185388 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -25342762.000000 Penalty: 6031.758301
	Iteration 77Q: 3 clusters Score -2.534276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185444 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -25342784.000000 Penalty: 6031.758301
	Iteration 78Q: 3 clusters Score -2.534278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185498 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -25342762.000000 Penalty: 6031.758301
	Iteration 79Q: 3 clusters Score -2.534276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -25342756.000000 Penalty: 6031.758301
	Iteration 80F: 3 clusters Score -2.534276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -25342758.000000 Penalty: 6031.758301
	Iteration 81Q: 3 clusters Score -2.534276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185656 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -25342762.000000 Penalty: 6031.758301
	Iteration 82Q: 3 clusters Score -2.534276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185704 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -25342756.000000 Penalty: 6031.758301
	Iteration 83Q: 3 clusters Score -2.534276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -25342754.000000 Penalty: 6031.758301
	Iteration 84Q: 3 clusters Score -2.534275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -25342754.000000 Penalty: 6031.758301
	Iteration 85Q: 3 clusters Score -2.534275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185836 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -25342776.000000 Penalty: 6031.758301
	Iteration 86Q: 3 clusters Score -2.534278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185886 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -25342746.000000 Penalty: 6031.758301
	Iteration 87Q: 3 clusters Score -2.534275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -25342728.000000 Penalty: 6031.758301
	Iteration 88Q: 3 clusters Score -2.534273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -25342720.000000 Penalty: 6031.758301
	Iteration 89Q: 3 clusters Score -2.534272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186032 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -25342690.000000 Penalty: 6031.758301
	Iteration 90Q: 3 clusters Score -2.534269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186064 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -25342656.000000 Penalty: 6031.758301
	Iteration 91Q: 3 clusters Score -2.534266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -25342644.000000 Penalty: 6031.758301
	Iteration 92Q: 3 clusters Score -2.534264e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186142 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -25342626.000000 Penalty: 6031.758301
	Iteration 93Q: 3 clusters Score -2.534263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -25342614.000000 Penalty: 6031.758301
	Iteration 94Q: 3 clusters Score -2.534261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186207 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -25342602.000000 Penalty: 6031.758301
	Iteration 95Q: 3 clusters Score -2.53426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -25342584.000000 Penalty: 6031.758301
	Iteration 96Q: 3 clusters Score -2.534258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186261 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -25342592.000000 Penalty: 6031.758301
	Iteration 97Q: 3 clusters Score -2.534259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -25342582.000000 Penalty: 6031.758301
	Iteration 98Q: 3 clusters Score -2.534258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186312 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -25342590.000000 Penalty: 6031.758301
	Iteration 99Q: 3 clusters Score -2.534259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -25342562.000000 Penalty: 6031.758301
	Iteration 100F: 3 clusters Score -2.534256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186354 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -25342542.000000 Penalty: 6031.758301
	Iteration 101Q: 3 clusters Score -2.534254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186374 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -25342542.000000 Penalty: 6031.758301
	Iteration 102Q: 3 clusters Score -2.534254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186387 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -25342558.000000 Penalty: 6031.758301
	Iteration 103Q: 3 clusters Score -2.534256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -25342544.000000 Penalty: 6031.758301
	Iteration 104Q: 3 clusters Score -2.534254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -25342542.000000 Penalty: 6031.758301
	Iteration 105Q: 3 clusters Score -2.534254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186414 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -25342528.000000 Penalty: 6031.758301
	Iteration 106Q: 3 clusters Score -2.534253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -25342544.000000 Penalty: 6031.758301
	Iteration 107Q: 3 clusters Score -2.534254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186440 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -25342526.000000 Penalty: 6031.758301
	Iteration 108Q: 3 clusters Score -2.534253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186454 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -25342548.000000 Penalty: 6031.758301
	Iteration 109Q: 3 clusters Score -2.534255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186473 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -25342510.000000 Penalty: 6031.758301
	Iteration 110Q: 3 clusters Score -2.534251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186492 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -25342538.000000 Penalty: 6031.758301
	Iteration 111Q: 3 clusters Score -2.534254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186516 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -25342520.000000 Penalty: 6031.758301
	Iteration 112Q: 3 clusters Score -2.534252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -25342500.000000 Penalty: 6031.758301
	Iteration 113Q: 3 clusters Score -2.53425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186560 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -25342498.000000 Penalty: 6031.758301
	Iteration 114Q: 3 clusters Score -2.53425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186580 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -25342480.000000 Penalty: 6031.758301
	Iteration 115Q: 3 clusters Score -2.534248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186594 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -25342490.000000 Penalty: 6031.758301
	Iteration 116Q: 3 clusters Score -2.534249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186603 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -25342498.000000 Penalty: 6031.758301
	Iteration 117Q: 3 clusters Score -2.53425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186615 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -25342498.000000 Penalty: 6031.758301
	Iteration 118Q: 3 clusters Score -2.53425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -25342484.000000 Penalty: 6031.758301
	Iteration 119Q: 3 clusters Score -2.534248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -25342476.000000 Penalty: 6031.758301
	Iteration 120F: 3 clusters Score -2.534248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186658 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -25342466.000000 Penalty: 6031.758301
	Iteration 121Q: 3 clusters Score -2.534247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -25342460.000000 Penalty: 6031.758301
	Iteration 122Q: 3 clusters Score -2.534246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -25342494.000000 Penalty: 6031.758301
	Iteration 123Q: 3 clusters Score -2.534249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -25342460.000000 Penalty: 6031.758301
	Iteration 124Q: 3 clusters Score -2.534246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186717 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -25342438.000000 Penalty: 6031.758301
	Iteration 125Q: 3 clusters Score -2.534244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186726 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -25342420.000000 Penalty: 6031.758301
	Iteration 126Q: 3 clusters Score -2.534242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -25342422.000000 Penalty: 6031.758301
	Iteration 127Q: 3 clusters Score -2.534242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -25342438.000000 Penalty: 6031.758301
	Iteration 128Q: 3 clusters Score -2.534244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186750 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -25342446.000000 Penalty: 6031.758301
	Iteration 129Q: 3 clusters Score -2.534245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186760 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -25342440.000000 Penalty: 6031.758301
	Iteration 130Q: 3 clusters Score -2.534244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186773 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -25342436.000000 Penalty: 6031.758301
	Iteration 131Q: 3 clusters Score -2.534244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -25342418.000000 Penalty: 6031.758301
	Iteration 132Q: 3 clusters Score -2.534242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -25342420.000000 Penalty: 6031.758301
	Iteration 133Q: 3 clusters Score -2.534242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -25342416.000000 Penalty: 6031.758301
	Iteration 134Q: 3 clusters Score -2.534242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186795 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -25342408.000000 Penalty: 6031.758301
	Iteration 135Q: 3 clusters Score -2.534241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -25342428.000000 Penalty: 6031.758301
	Iteration 136Q: 3 clusters Score -2.534243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186799 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -25342424.000000 Penalty: 6031.758301
	Iteration 137Q: 3 clusters Score -2.534242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186803 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -25342412.000000 Penalty: 6031.758301
	Iteration 138Q: 3 clusters Score -2.534241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -25342424.000000 Penalty: 6031.758301
	Iteration 139Q: 3 clusters Score -2.534242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -25342416.000000 Penalty: 6031.758301
	Iteration 140F: 3 clusters Score -2.534242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186808 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -25342416.000000 Penalty: 6031.758301
	Iteration 141Q: 3 clusters Score -2.534242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -25342408.000000 Penalty: 6031.758301
	Iteration 142Q: 3 clusters Score -2.534241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186812 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -25342420.000000 Penalty: 6031.758301
	Iteration 143Q: 3 clusters Score -2.534242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186813 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -25342422.000000 Penalty: 6031.758301
	Iteration 144Q: 3 clusters Score -2.534242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186814 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -25342422.000000 Penalty: 6031.758301
	Iteration 145Q: 3 clusters Score -2.534242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -25342420.000000 Penalty: 6031.758301
	Iteration 146Q: 3 clusters Score -2.534242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -25342432.000000 Penalty: 6031.758301
	Iteration 147Q: 3 clusters Score -2.534243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -25342432.000000 Penalty: 6031.758301
	Iteration 148F: 3 clusters Score -2.534243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Entering Unmasked Estep 
Score: -10131994.000000 Penalty: 2785.656006
	Iteration 0F: 2 clusters Score -1.013199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -10081578.000000 Penalty: 5571.312012
	Iteration 0F: 3 clusters Score -1.008158e+07 nChanged 35399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -10101360.000000 Penalty: 5571.312012
	Iteration 1F: 3 clusters Score -1.010136e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -10102058.000000 Penalty: 5571.312012
	Iteration 2Q: 3 clusters Score -1.010206e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -10102948.000000 Penalty: 5571.312012
	Iteration 3Q: 3 clusters Score -1.010295e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -10104110.000000 Penalty: 5571.312012
	Iteration 4Q: 3 clusters Score -1.010411e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -10105862.000000 Penalty: 5571.312012
	Iteration 5Q: 3 clusters Score -1.010586e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -10108425.000000 Penalty: 5571.312012
	Iteration 6F: 3 clusters Score -1.010842e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -10112317.000000 Penalty: 5571.312012
	Iteration 7F: 3 clusters Score -1.011232e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -10116900.000000 Penalty: 5571.312012
	Iteration 8F: 3 clusters Score -1.01169e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -10121512.000000 Penalty: 5571.312012
	Iteration 9F: 3 clusters Score -1.012151e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -10125125.000000 Penalty: 5571.312012
	Iteration 10Q: 3 clusters Score -1.012512e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -10127209.000000 Penalty: 5571.312012
	Iteration 11Q: 3 clusters Score -1.012721e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -10128188.000000 Penalty: 5571.312012
	Iteration 12Q: 3 clusters Score -1.012819e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -10128633.000000 Penalty: 5571.312012
	Iteration 13Q: 3 clusters Score -1.012863e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -10128883.000000 Penalty: 5571.312012
	Iteration 14Q: 3 clusters Score -1.012888e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -10129035.000000 Penalty: 5571.312012
	Iteration 15Q: 3 clusters Score -1.012904e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -10129156.000000 Penalty: 5571.312012
	Iteration 16Q: 3 clusters Score -1.012916e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -10129279.000000 Penalty: 5571.312012
	Iteration 17Q: 3 clusters Score -1.012928e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -10129375.000000 Penalty: 5571.312012
	Iteration 18Q: 3 clusters Score -1.012938e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -10129438.000000 Penalty: 5571.312012
	Iteration 19Q: 3 clusters Score -1.012944e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -10129505.000000 Penalty: 5571.312012
	Iteration 20F: 3 clusters Score -1.01295e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10129538.000000 Penalty: 5571.312012
	Iteration 21Q: 3 clusters Score -1.012954e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -10129580.000000 Penalty: 5571.312012
	Iteration 22Q: 3 clusters Score -1.012958e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -10129624.000000 Penalty: 5571.312012
	Iteration 23Q: 3 clusters Score -1.012962e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -10129658.000000 Penalty: 5571.312012
	Iteration 24Q: 3 clusters Score -1.012966e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -10129686.000000 Penalty: 5571.312012
	Iteration 25Q: 3 clusters Score -1.012969e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -10129726.000000 Penalty: 5571.312012
	Iteration 26Q: 3 clusters Score -1.012973e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -10129757.000000 Penalty: 5571.312012
	Iteration 27Q: 3 clusters Score -1.012976e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -10129776.000000 Penalty: 5571.312012
	Iteration 28Q: 3 clusters Score -1.012978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -10129784.000000 Penalty: 5571.312012
	Iteration 29Q: 3 clusters Score -1.012978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -10129782.000000 Penalty: 5571.312012
	Iteration 30Q: 3 clusters Score -1.012978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -10129802.000000 Penalty: 5571.312012
	Iteration 31Q: 3 clusters Score -1.01298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -10129820.000000 Penalty: 5571.312012
	Iteration 32Q: 3 clusters Score -1.012982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -10129822.000000 Penalty: 5571.312012
	Iteration 33Q: 3 clusters Score -1.012982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -10129831.000000 Penalty: 5571.312012
	Iteration 34Q: 3 clusters Score -1.012983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -10129841.000000 Penalty: 5571.312012
	Iteration 35Q: 3 clusters Score -1.012984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -10129842.000000 Penalty: 5571.312012
	Iteration 36Q: 3 clusters Score -1.012984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -10129845.000000 Penalty: 5571.312012
	Iteration 37Q: 3 clusters Score -1.012984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -10129855.000000 Penalty: 5571.312012
	Iteration 38Q: 3 clusters Score -1.012986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -10129844.000000 Penalty: 5571.312012
	Iteration 39Q: 3 clusters Score -1.012984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -10129861.000000 Penalty: 5571.312012
	Iteration 40F: 3 clusters Score -1.012986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -10129872.000000 Penalty: 5571.312012
	Iteration 41Q: 3 clusters Score -1.012987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -10129869.000000 Penalty: 5571.312012
	Iteration 42Q: 3 clusters Score -1.012987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -10129875.000000 Penalty: 5571.312012
	Iteration 43Q: 3 clusters Score -1.012988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -10129881.000000 Penalty: 5571.312012
	Iteration 44Q: 3 clusters Score -1.012988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -10129891.000000 Penalty: 5571.312012
	Iteration 45Q: 3 clusters Score -1.012989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -10129894.000000 Penalty: 5571.312012
	Iteration 46Q: 3 clusters Score -1.012989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -10129884.000000 Penalty: 5571.312012
	Iteration 47Q: 3 clusters Score -1.012988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -10129892.000000 Penalty: 5571.312012
	Iteration 48Q: 3 clusters Score -1.012989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -10129888.000000 Penalty: 5571.312012
	Iteration 49Q: 3 clusters Score -1.012989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -10129898.000000 Penalty: 5571.312012
	Iteration 50Q: 3 clusters Score -1.01299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -10129894.000000 Penalty: 5571.312012
	Iteration 51Q: 3 clusters Score -1.012989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -10129901.000000 Penalty: 5571.312012
	Iteration 52Q: 3 clusters Score -1.01299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -10129895.000000 Penalty: 5571.312012
	Iteration 53Q: 3 clusters Score -1.01299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -10129889.000000 Penalty: 5571.312012
	Iteration 54Q: 3 clusters Score -1.012989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -10129893.000000 Penalty: 5571.312012
	Iteration 55Q: 3 clusters Score -1.012989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -10129906.000000 Penalty: 5571.312012
	Iteration 56Q: 3 clusters Score -1.012991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -10129915.000000 Penalty: 5571.312012
	Iteration 57Q: 3 clusters Score -1.012992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 5571.312012
	Iteration 58Q: 3 clusters Score -1.012993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 5571.312012
	Iteration 59Q: 3 clusters Score -1.012993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -10129928.000000 Penalty: 5571.312012
	Iteration 60F: 3 clusters Score -1.012993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -10129937.000000 Penalty: 5571.312012
	Iteration 61Q: 3 clusters Score -1.012994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -10129938.000000 Penalty: 5571.312012
	Iteration 62Q: 3 clusters Score -1.012994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -10129931.000000 Penalty: 5571.312012
	Iteration 63Q: 3 clusters Score -1.012993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -10129934.000000 Penalty: 5571.312012
	Iteration 64Q: 3 clusters Score -1.012993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -10129944.000000 Penalty: 5571.312012
	Iteration 65Q: 3 clusters Score -1.012994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -10129933.000000 Penalty: 5571.312012
	Iteration 66Q: 3 clusters Score -1.012993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -10129934.000000 Penalty: 5571.312012
	Iteration 67Q: 3 clusters Score -1.012993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -10129929.000000 Penalty: 5571.312012
	Iteration 68Q: 3 clusters Score -1.012993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -10129932.000000 Penalty: 5571.312012
	Iteration 69Q: 3 clusters Score -1.012993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 5571.312012
	Iteration 70Q: 3 clusters Score -1.012993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 5571.312012
	Iteration 71Q: 3 clusters Score -1.012993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -10129927.000000 Penalty: 5571.312012
	Iteration 72F: 3 clusters Score -1.012993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Entering Unmasked Estep 
Score: -24211992.000000 Penalty: 3002.822754
	Iteration 0F: 2 clusters Score -2.421199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -24095300.000000 Penalty: 6005.645508
	Iteration 0F: 3 clusters Score -2.40953e+07 nChanged 86842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -24146336.000000 Penalty: 6005.645508
	Iteration 1F: 3 clusters Score -2.414634e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -24147928.000000 Penalty: 6005.645508
	Iteration 2Q: 3 clusters Score -2.414793e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -24149908.000000 Penalty: 6005.645508
	Iteration 3Q: 3 clusters Score -2.414991e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -24152686.000000 Penalty: 6005.645508
	Iteration 4Q: 3 clusters Score -2.415269e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -24156634.000000 Penalty: 6005.645508
	Iteration 5Q: 3 clusters Score -2.415663e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -24162790.000000 Penalty: 6005.645508
	Iteration 6F: 3 clusters Score -2.416279e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -24170762.000000 Penalty: 6005.645508
	Iteration 7F: 3 clusters Score -2.417076e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -24179560.000000 Penalty: 6005.645508
	Iteration 8F: 3 clusters Score -2.417956e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -24187508.000000 Penalty: 6005.645508
	Iteration 9F: 3 clusters Score -2.418751e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -24193538.000000 Penalty: 6005.645508
	Iteration 10Q: 3 clusters Score -2.419354e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 154202 members 
Entering Unmasked Estep 
Score: -24197050.000000 Penalty: 6005.645508
	Iteration 11Q: 3 clusters Score -2.419705e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -24199210.000000 Penalty: 6005.645508
	Iteration 12Q: 3 clusters Score -2.419921e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -24200618.000000 Penalty: 6005.645508
	Iteration 13Q: 3 clusters Score -2.420062e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 161649 members 
Entering Unmasked Estep 
Score: -24201476.000000 Penalty: 6005.645508
	Iteration 14Q: 3 clusters Score -2.420148e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -24202328.000000 Penalty: 6005.645508
	Iteration 15Q: 3 clusters Score -2.420233e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -24203210.000000 Penalty: 6005.645508
	Iteration 16Q: 3 clusters Score -2.420321e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -24203784.000000 Penalty: 6005.645508
	Iteration 17Q: 3 clusters Score -2.420378e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 168573 members 
Entering Unmasked Estep 
Score: -24204388.000000 Penalty: 6005.645508
	Iteration 18Q: 3 clusters Score -2.420439e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -24204948.000000 Penalty: 6005.645508
	Iteration 19Q: 3 clusters Score -2.420495e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -24205564.000000 Penalty: 6005.645508
	Iteration 20F: 3 clusters Score -2.420556e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -24206108.000000 Penalty: 6005.645508
	Iteration 21Q: 3 clusters Score -2.420611e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -24206566.000000 Penalty: 6005.645508
	Iteration 22Q: 3 clusters Score -2.420657e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -24206984.000000 Penalty: 6005.645508
	Iteration 23Q: 3 clusters Score -2.420698e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 174971 members 
Entering Unmasked Estep 
Score: -24207390.000000 Penalty: 6005.645508
	Iteration 24Q: 3 clusters Score -2.420739e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 175703 members 
Entering Unmasked Estep 
Score: -24207766.000000 Penalty: 6005.645508
	Iteration 25Q: 3 clusters Score -2.420777e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 176326 members 
Entering Unmasked Estep 
Score: -24208008.000000 Penalty: 6005.645508
	Iteration 26Q: 3 clusters Score -2.420801e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -24208238.000000 Penalty: 6005.645508
	Iteration 27Q: 3 clusters Score -2.420824e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 177386 members 
Entering Unmasked Estep 
Score: -24208536.000000 Penalty: 6005.645508
	Iteration 28Q: 3 clusters Score -2.420854e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -24208732.000000 Penalty: 6005.645508
	Iteration 29Q: 3 clusters Score -2.420873e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 178120 members 
Entering Unmasked Estep 
Score: -24208734.000000 Penalty: 6005.645508
	Iteration 30Q: 3 clusters Score -2.420873e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 178403 members 
Entering Unmasked Estep 
Score: -24208812.000000 Penalty: 6005.645508
	Iteration 31Q: 3 clusters Score -2.420881e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 178657 members 
Entering Unmasked Estep 
Score: -24208974.000000 Penalty: 6005.645508
	Iteration 32Q: 3 clusters Score -2.420897e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -24209018.000000 Penalty: 6005.645508
	Iteration 33Q: 3 clusters Score -2.420902e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -24209082.000000 Penalty: 6005.645508
	Iteration 34Q: 3 clusters Score -2.420908e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -24209168.000000 Penalty: 6005.645508
	Iteration 35Q: 3 clusters Score -2.420917e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 179265 members 
Entering Unmasked Estep 
Score: -24209192.000000 Penalty: 6005.645508
	Iteration 36Q: 3 clusters Score -2.420919e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -24209270.000000 Penalty: 6005.645508
	Iteration 37Q: 3 clusters Score -2.420927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 179416 members 
Entering Unmasked Estep 
Score: -24209296.000000 Penalty: 6005.645508
	Iteration 38Q: 3 clusters Score -2.42093e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 179466 members 
Entering Unmasked Estep 
Score: -24209298.000000 Penalty: 6005.645508
	Iteration 39Q: 3 clusters Score -2.42093e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 179523 members 
Entering Unmasked Estep 
Score: -24209298.000000 Penalty: 6005.645508
	Iteration 40F: 3 clusters Score -2.42093e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -24209344.000000 Penalty: 6005.645508
	Iteration 41Q: 3 clusters Score -2.420934e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 179629 members 
Entering Unmasked Estep 
Score: -24209384.000000 Penalty: 6005.645508
	Iteration 42Q: 3 clusters Score -2.420938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -24209394.000000 Penalty: 6005.645508
	Iteration 43Q: 3 clusters Score -2.420939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 179698 members 
Entering Unmasked Estep 
Score: -24209440.000000 Penalty: 6005.645508
	Iteration 44Q: 3 clusters Score -2.420944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 179729 members 
Entering Unmasked Estep 
Score: -24209450.000000 Penalty: 6005.645508
	Iteration 45Q: 3 clusters Score -2.420945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -24209456.000000 Penalty: 6005.645508
	Iteration 46Q: 3 clusters Score -2.420946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 179773 members 
Entering Unmasked Estep 
Score: -24209450.000000 Penalty: 6005.645508
	Iteration 47Q: 3 clusters Score -2.420945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -24209456.000000 Penalty: 6005.645508
	Iteration 48Q: 3 clusters Score -2.420946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -24209452.000000 Penalty: 6005.645508
	Iteration 49Q: 3 clusters Score -2.420945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -24209460.000000 Penalty: 6005.645508
	Iteration 50Q: 3 clusters Score -2.420946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 179838 members 
Entering Unmasked Estep 
Score: -24209456.000000 Penalty: 6005.645508
	Iteration 51Q: 3 clusters Score -2.420946e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -24209472.000000 Penalty: 6005.645508
	Iteration 52Q: 3 clusters Score -2.420947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 179863 members 
Entering Unmasked Estep 
Score: -24209474.000000 Penalty: 6005.645508
	Iteration 53Q: 3 clusters Score -2.420947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -24209498.000000 Penalty: 6005.645508
	Iteration 54Q: 3 clusters Score -2.42095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -24209494.000000 Penalty: 6005.645508
	Iteration 55Q: 3 clusters Score -2.420949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 179893 members 
Entering Unmasked Estep 
Score: -24209490.000000 Penalty: 6005.645508
	Iteration 56Q: 3 clusters Score -2.420949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 179901 members 
Entering Unmasked Estep 
Score: -24209498.000000 Penalty: 6005.645508
	Iteration 57Q: 3 clusters Score -2.42095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 179904 members 
Entering Unmasked Estep 
Score: -24209510.000000 Penalty: 6005.645508
	Iteration 58Q: 3 clusters Score -2.420951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 179906 members 
Entering Unmasked Estep 
Score: -24209508.000000 Penalty: 6005.645508
	Iteration 59Q: 3 clusters Score -2.420951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -24209504.000000 Penalty: 6005.645508
	Iteration 60F: 3 clusters Score -2.42095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -24209504.000000 Penalty: 6005.645508
	Iteration 61Q: 3 clusters Score -2.42095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -24209500.000000 Penalty: 6005.645508
	Iteration 62Q: 3 clusters Score -2.42095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 179923 members 
Entering Unmasked Estep 
Score: -24209488.000000 Penalty: 6005.645508
	Iteration 63Q: 3 clusters Score -2.420949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 179933 members 
Entering Unmasked Estep 
Score: -24209500.000000 Penalty: 6005.645508
	Iteration 64Q: 3 clusters Score -2.42095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -24209500.000000 Penalty: 6005.645508
	Iteration 65Q: 3 clusters Score -2.42095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -24209494.000000 Penalty: 6005.645508
	Iteration 66Q: 3 clusters Score -2.420949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 179958 members 
Entering Unmasked Estep 
Score: -24209508.000000 Penalty: 6005.645508
	Iteration 67Q: 3 clusters Score -2.420951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 179962 members 
Entering Unmasked Estep 
Score: -24209516.000000 Penalty: 6005.645508
	Iteration 68Q: 3 clusters Score -2.420952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 179964 members 
Entering Unmasked Estep 
Score: -24209526.000000 Penalty: 6005.645508
	Iteration 69Q: 3 clusters Score -2.420953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 179964 members 
Entering Unmasked Estep 
Score: -24209526.000000 Penalty: 6005.645508
	Iteration 70F: 3 clusters Score -2.420953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Entering Unmasked Estep 
Score: -2100627.250000 Penalty: 2397.291504
	Iteration 0F: 2 clusters Score -2100627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2089271.250000 Penalty: 4794.583008
	Iteration 0F: 3 clusters Score -2089271 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2092737.250000 Penalty: 4794.583008
	Iteration 1F: 3 clusters Score -2092737 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2093042.625000 Penalty: 4794.583008
	Iteration 2F: 3 clusters Score -2093043 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2093280.625000 Penalty: 4794.583008
	Iteration 3Q: 3 clusters Score -2093281 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2093525.625000 Penalty: 4794.583008
	Iteration 4Q: 3 clusters Score -2093526 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2093804.125000 Penalty: 4794.583008
	Iteration 5Q: 3 clusters Score -2093804 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2094126.125000 Penalty: 4794.583008
	Iteration 6Q: 3 clusters Score -2094126 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2094589.125000 Penalty: 4794.583008
	Iteration 7Q: 3 clusters Score -2094589 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2095176.750000 Penalty: 4794.583008
	Iteration 8F: 3 clusters Score -2095177 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2095984.625000 Penalty: 4794.583008
	Iteration 9F: 3 clusters Score -2095985 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2096819.875000 Penalty: 4794.583008
	Iteration 10F: 3 clusters Score -2096820 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2097453.250000 Penalty: 4794.583008
	Iteration 11Q: 3 clusters Score -2097453 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2097873.250000 Penalty: 4794.583008
	Iteration 12Q: 3 clusters Score -2097873 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2098130.750000 Penalty: 4794.583008
	Iteration 13Q: 3 clusters Score -2098131 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2098273.500000 Penalty: 4794.583008
	Iteration 14Q: 3 clusters Score -2098274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2098355.250000 Penalty: 4794.583008
	Iteration 15Q: 3 clusters Score -2098355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2098398.250000 Penalty: 4794.583008
	Iteration 16Q: 3 clusters Score -2098398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2098418.250000 Penalty: 4794.583008
	Iteration 17Q: 3 clusters Score -2098418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2098437.500000 Penalty: 4794.583008
	Iteration 18Q: 3 clusters Score -2098438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2098450.250000 Penalty: 4794.583008
	Iteration 19Q: 3 clusters Score -2098450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2098465.500000 Penalty: 4794.583008
	Iteration 20F: 3 clusters Score -2098466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2098470.500000 Penalty: 4794.583008
	Iteration 21Q: 3 clusters Score -2098470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2098477.750000 Penalty: 4794.583008
	Iteration 22Q: 3 clusters Score -2098478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2098478.250000 Penalty: 4794.583008
	Iteration 23Q: 3 clusters Score -2098478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2098478.250000 Penalty: 4794.583008
	Iteration 24F: 3 clusters Score -2098478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Entering Unmasked Estep 
Score: -3074156.500000 Penalty: 2503.082520
	Iteration 0F: 2 clusters Score -3074156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3057533.000000 Penalty: 5006.165039
	Iteration 0F: 3 clusters Score -3057533 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3063333.750000 Penalty: 5006.165039
	Iteration 1F: 3 clusters Score -3063334 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3063951.250000 Penalty: 5006.165039
	Iteration 2F: 3 clusters Score -3063951 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3064609.000000 Penalty: 5006.165039
	Iteration 3F: 3 clusters Score -3064609 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3065253.500000 Penalty: 5006.165039
	Iteration 4F: 3 clusters Score -3065254 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3065961.250000 Penalty: 5006.165039
	Iteration 5F: 3 clusters Score -3065961 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3066681.250000 Penalty: 5006.165039
	Iteration 6F: 3 clusters Score -3066681 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3067368.750000 Penalty: 5006.165039
	Iteration 7F: 3 clusters Score -3067369 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3068030.500000 Penalty: 5006.165039
	Iteration 8F: 3 clusters Score -3068030 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3068576.000000 Penalty: 5006.165039
	Iteration 9Q: 3 clusters Score -3068576 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3069034.500000 Penalty: 5006.165039
	Iteration 10Q: 3 clusters Score -3069034 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3069366.750000 Penalty: 5006.165039
	Iteration 11Q: 3 clusters Score -3069367 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3069615.750000 Penalty: 5006.165039
	Iteration 12Q: 3 clusters Score -3069616 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3069780.250000 Penalty: 5006.165039
	Iteration 13Q: 3 clusters Score -3069780 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3069911.000000 Penalty: 5006.165039
	Iteration 14Q: 3 clusters Score -3069911 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3070018.750000 Penalty: 5006.165039
	Iteration 15Q: 3 clusters Score -3070019 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3070095.500000 Penalty: 5006.165039
	Iteration 16Q: 3 clusters Score -3070096 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3070138.750000 Penalty: 5006.165039
	Iteration 17Q: 3 clusters Score -3070139 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3070200.750000 Penalty: 5006.165039
	Iteration 18Q: 3 clusters Score -3070201 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3070236.750000 Penalty: 5006.165039
	Iteration 19Q: 3 clusters Score -3070237 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3070278.500000 Penalty: 5006.165039
	Iteration 20F: 3 clusters Score -3070278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3070312.000000 Penalty: 5006.165039
	Iteration 21Q: 3 clusters Score -3070312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3070333.250000 Penalty: 5006.165039
	Iteration 22Q: 3 clusters Score -3070333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3070365.000000 Penalty: 5006.165039
	Iteration 23Q: 3 clusters Score -3070365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3070388.750000 Penalty: 5006.165039
	Iteration 24Q: 3 clusters Score -3070389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3070416.000000 Penalty: 5006.165039
	Iteration 25Q: 3 clusters Score -3070416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3070431.500000 Penalty: 5006.165039
	Iteration 26Q: 3 clusters Score -3070432 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3070467.250000 Penalty: 5006.165039
	Iteration 27Q: 3 clusters Score -3070467 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3070502.750000 Penalty: 5006.165039
	Iteration 28Q: 3 clusters Score -3070503 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3070529.000000 Penalty: 5006.165039
	Iteration 29Q: 3 clusters Score -3070529 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3070567.500000 Penalty: 5006.165039
	Iteration 30Q: 3 clusters Score -3070568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3070604.000000 Penalty: 5006.165039
	Iteration 31Q: 3 clusters Score -3070604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3070659.500000 Penalty: 5006.165039
	Iteration 32Q: 3 clusters Score -3070660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3070713.000000 Penalty: 5006.165039
	Iteration 33Q: 3 clusters Score -3070713 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3070776.750000 Penalty: 5006.165039
	Iteration 34Q: 3 clusters Score -3070777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3070840.500000 Penalty: 5006.165039
	Iteration 35Q: 3 clusters Score -3070840 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3070910.500000 Penalty: 5006.165039
	Iteration 36Q: 3 clusters Score -3070910 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3070971.500000 Penalty: 5006.165039
	Iteration 37Q: 3 clusters Score -3070972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3071037.750000 Penalty: 5006.165039
	Iteration 38Q: 3 clusters Score -3071038 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3071077.750000 Penalty: 5006.165039
	Iteration 39Q: 3 clusters Score -3071078 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3071140.750000 Penalty: 5006.165039
	Iteration 40F: 3 clusters Score -3071141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3071199.750000 Penalty: 5006.165039
	Iteration 41Q: 3 clusters Score -3071200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3071238.750000 Penalty: 5006.165039
	Iteration 42Q: 3 clusters Score -3071239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3071277.250000 Penalty: 5006.165039
	Iteration 43Q: 3 clusters Score -3071277 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3071338.750000 Penalty: 5006.165039
	Iteration 44Q: 3 clusters Score -3071339 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3071409.500000 Penalty: 5006.165039
	Iteration 45Q: 3 clusters Score -3071410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3071468.500000 Penalty: 5006.165039
	Iteration 46Q: 3 clusters Score -3071468 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3071512.500000 Penalty: 5006.165039
	Iteration 47Q: 3 clusters Score -3071512 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3071580.000000 Penalty: 5006.165039
	Iteration 48Q: 3 clusters Score -3071580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3071666.000000 Penalty: 5006.165039
	Iteration 49Q: 3 clusters Score -3071666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3071747.000000 Penalty: 5006.165039
	Iteration 50Q: 3 clusters Score -3071747 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3071806.000000 Penalty: 5006.165039
	Iteration 51Q: 3 clusters Score -3071806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3071879.750000 Penalty: 5006.165039
	Iteration 52Q: 3 clusters Score -3071880 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3071970.750000 Penalty: 5006.165039
	Iteration 53Q: 3 clusters Score -3071971 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3072041.000000 Penalty: 5006.165039
	Iteration 54Q: 3 clusters Score -3072041 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3072106.500000 Penalty: 5006.165039
	Iteration 55Q: 3 clusters Score -3072106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3072183.000000 Penalty: 5006.165039
	Iteration 56Q: 3 clusters Score -3072183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3072227.750000 Penalty: 5006.165039
	Iteration 57Q: 3 clusters Score -3072228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3072263.500000 Penalty: 5006.165039
	Iteration 58Q: 3 clusters Score -3072264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3072292.500000 Penalty: 5006.165039
	Iteration 59Q: 3 clusters Score -3072292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3072312.000000 Penalty: 5006.165039
	Iteration 60F: 3 clusters Score -3072312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3072336.750000 Penalty: 5006.165039
	Iteration 61Q: 3 clusters Score -3072337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3072356.000000 Penalty: 5006.165039
	Iteration 62Q: 3 clusters Score -3072356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3072357.750000 Penalty: 5006.165039
	Iteration 63Q: 3 clusters Score -3072358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3072362.500000 Penalty: 5006.165039
	Iteration 64Q: 3 clusters Score -3072362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3072372.750000 Penalty: 5006.165039
	Iteration 65Q: 3 clusters Score -3072373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3072374.250000 Penalty: 5006.165039
	Iteration 66Q: 3 clusters Score -3072374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3072374.500000 Penalty: 5006.165039
	Iteration 67Q: 3 clusters Score -3072374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3072383.500000 Penalty: 5006.165039
	Iteration 68Q: 3 clusters Score -3072384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3072386.500000 Penalty: 5006.165039
	Iteration 69Q: 3 clusters Score -3072386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3072390.500000 Penalty: 5006.165039
	Iteration 70Q: 3 clusters Score -3072390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3072403.000000 Penalty: 5006.165039
	Iteration 71Q: 3 clusters Score -3072403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3072415.250000 Penalty: 5006.165039
	Iteration 72Q: 3 clusters Score -3072415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3072429.000000 Penalty: 5006.165039
	Iteration 73Q: 3 clusters Score -3072429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3072432.750000 Penalty: 5006.165039
	Iteration 74Q: 3 clusters Score -3072433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3072453.000000 Penalty: 5006.165039
	Iteration 75Q: 3 clusters Score -3072453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3072456.250000 Penalty: 5006.165039
	Iteration 76Q: 3 clusters Score -3072456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3072474.250000 Penalty: 5006.165039
	Iteration 77Q: 3 clusters Score -3072474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3072487.250000 Penalty: 5006.165039
	Iteration 78Q: 3 clusters Score -3072487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3072496.250000 Penalty: 5006.165039
	Iteration 79Q: 3 clusters Score -3072496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3072506.000000 Penalty: 5006.165039
	Iteration 80F: 3 clusters Score -3072506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3072510.250000 Penalty: 5006.165039
	Iteration 81Q: 3 clusters Score -3072510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3072516.250000 Penalty: 5006.165039
	Iteration 82Q: 3 clusters Score -3072516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3072525.250000 Penalty: 5006.165039
	Iteration 83Q: 3 clusters Score -3072525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3072525.500000 Penalty: 5006.165039
	Iteration 84Q: 3 clusters Score -3072526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3072528.000000 Penalty: 5006.165039
	Iteration 85Q: 3 clusters Score -3072528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3072532.250000 Penalty: 5006.165039
	Iteration 86Q: 3 clusters Score -3072532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3072532.500000 Penalty: 5006.165039
	Iteration 87Q: 3 clusters Score -3072532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3072540.250000 Penalty: 5006.165039
	Iteration 88Q: 3 clusters Score -3072540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3072539.000000 Penalty: 5006.165039
	Iteration 89Q: 3 clusters Score -3072539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3072544.750000 Penalty: 5006.165039
	Iteration 90Q: 3 clusters Score -3072545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3072543.250000 Penalty: 5006.165039
	Iteration 91Q: 3 clusters Score -3072543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3072547.250000 Penalty: 5006.165039
	Iteration 92Q: 3 clusters Score -3072547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3072547.500000 Penalty: 5006.165039
	Iteration 93Q: 3 clusters Score -3072548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3072553.750000 Penalty: 5006.165039
	Iteration 94Q: 3 clusters Score -3072554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3072557.500000 Penalty: 5006.165039
	Iteration 95Q: 3 clusters Score -3072558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3072558.250000 Penalty: 5006.165039
	Iteration 96Q: 3 clusters Score -3072558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3072563.750000 Penalty: 5006.165039
	Iteration 97Q: 3 clusters Score -3072564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3072568.750000 Penalty: 5006.165039
	Iteration 98Q: 3 clusters Score -3072569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3072567.250000 Penalty: 5006.165039
	Iteration 99Q: 3 clusters Score -3072567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3072575.000000 Penalty: 5006.165039
	Iteration 100F: 3 clusters Score -3072575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3072576.750000 Penalty: 5006.165039
	Iteration 101Q: 3 clusters Score -3072577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3072579.750000 Penalty: 5006.165039
	Iteration 102Q: 3 clusters Score -3072580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3072581.750000 Penalty: 5006.165039
	Iteration 103Q: 3 clusters Score -3072582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3072576.750000 Penalty: 5006.165039
	Iteration 104Q: 3 clusters Score -3072577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3072578.750000 Penalty: 5006.165039
	Iteration 105Q: 3 clusters Score -3072579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3072580.000000 Penalty: 5006.165039
	Iteration 106Q: 3 clusters Score -3072580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3072579.500000 Penalty: 5006.165039
	Iteration 107Q: 3 clusters Score -3072580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3072577.000000 Penalty: 5006.165039
	Iteration 108Q: 3 clusters Score -3072577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3072579.500000 Penalty: 5006.165039
	Iteration 109Q: 3 clusters Score -3072580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3072585.500000 Penalty: 5006.165039
	Iteration 110Q: 3 clusters Score -3072586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3072591.500000 Penalty: 5006.165039
	Iteration 111Q: 3 clusters Score -3072592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3072589.500000 Penalty: 5006.165039
	Iteration 112Q: 3 clusters Score -3072590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3072590.250000 Penalty: 5006.165039
	Iteration 113Q: 3 clusters Score -3072590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3072588.000000 Penalty: 5006.165039
	Iteration 114Q: 3 clusters Score -3072588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3072593.250000 Penalty: 5006.165039
	Iteration 115Q: 3 clusters Score -3072593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3072590.250000 Penalty: 5006.165039
	Iteration 116Q: 3 clusters Score -3072590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3072593.250000 Penalty: 5006.165039
	Iteration 117Q: 3 clusters Score -3072593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3072593.750000 Penalty: 5006.165039
	Iteration 118Q: 3 clusters Score -3072594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3072593.750000 Penalty: 5006.165039
	Iteration 119F: 3 clusters Score -3072594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Entering Unmasked Estep 
Score: -13500453.000000 Penalty: 2857.822998
	Iteration 0F: 2 clusters Score -1.350045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -13432651.000000 Penalty: 5715.645996
	Iteration 0F: 3 clusters Score -1.343265e+07 nChanged 47710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -13460621.000000 Penalty: 5715.645996
	Iteration 1F: 3 clusters Score -1.346062e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -13461920.000000 Penalty: 5715.645996
	Iteration 2Q: 3 clusters Score -1.346192e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -13463709.000000 Penalty: 5715.645996
	Iteration 3Q: 3 clusters Score -1.346371e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -13466335.000000 Penalty: 5715.645996
	Iteration 4F: 3 clusters Score -1.346634e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -13470228.000000 Penalty: 5715.645996
	Iteration 5F: 3 clusters Score -1.347023e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -13475662.000000 Penalty: 5715.645996
	Iteration 6F: 3 clusters Score -1.347566e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -13481517.000000 Penalty: 5715.645996
	Iteration 7F: 3 clusters Score -1.348152e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -13486116.000000 Penalty: 5715.645996
	Iteration 8F: 3 clusters Score -1.348612e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -13488351.000000 Penalty: 5715.645996
	Iteration 9Q: 3 clusters Score -1.348835e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -13489459.000000 Penalty: 5715.645996
	Iteration 10Q: 3 clusters Score -1.348946e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -13489974.000000 Penalty: 5715.645996
	Iteration 11Q: 3 clusters Score -1.348997e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -13490483.000000 Penalty: 5715.645996
	Iteration 12Q: 3 clusters Score -1.349048e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -13491016.000000 Penalty: 5715.645996
	Iteration 13Q: 3 clusters Score -1.349102e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -13491470.000000 Penalty: 5715.645996
	Iteration 14Q: 3 clusters Score -1.349147e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -13492000.000000 Penalty: 5715.645996
	Iteration 15Q: 3 clusters Score -1.3492e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -13492485.000000 Penalty: 5715.645996
	Iteration 16Q: 3 clusters Score -1.349248e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -13492940.000000 Penalty: 5715.645996
	Iteration 17Q: 3 clusters Score -1.349294e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -13493432.000000 Penalty: 5715.645996
	Iteration 18Q: 3 clusters Score -1.349343e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -13493880.000000 Penalty: 5715.645996
	Iteration 19Q: 3 clusters Score -1.349388e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -13494238.000000 Penalty: 5715.645996
	Iteration 20F: 3 clusters Score -1.349424e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -13494609.000000 Penalty: 5715.645996
	Iteration 21Q: 3 clusters Score -1.349461e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -13495031.000000 Penalty: 5715.645996
	Iteration 22Q: 3 clusters Score -1.349503e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -13495338.000000 Penalty: 5715.645996
	Iteration 23Q: 3 clusters Score -1.349534e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -13495664.000000 Penalty: 5715.645996
	Iteration 24Q: 3 clusters Score -1.349566e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -13495850.000000 Penalty: 5715.645996
	Iteration 25Q: 3 clusters Score -1.349585e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -13496064.000000 Penalty: 5715.645996
	Iteration 26Q: 3 clusters Score -1.349606e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -13496211.000000 Penalty: 5715.645996
	Iteration 27Q: 3 clusters Score -1.349621e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -13496429.000000 Penalty: 5715.645996
	Iteration 28Q: 3 clusters Score -1.349643e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -13496565.000000 Penalty: 5715.645996
	Iteration 29Q: 3 clusters Score -1.349656e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -13496764.000000 Penalty: 5715.645996
	Iteration 30Q: 3 clusters Score -1.349676e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -13496904.000000 Penalty: 5715.645996
	Iteration 31Q: 3 clusters Score -1.34969e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -13497014.000000 Penalty: 5715.645996
	Iteration 32Q: 3 clusters Score -1.349701e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -13497144.000000 Penalty: 5715.645996
	Iteration 33Q: 3 clusters Score -1.349714e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -13497287.000000 Penalty: 5715.645996
	Iteration 34Q: 3 clusters Score -1.349729e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -13497401.000000 Penalty: 5715.645996
	Iteration 35Q: 3 clusters Score -1.34974e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -13497482.000000 Penalty: 5715.645996
	Iteration 36Q: 3 clusters Score -1.349748e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -13497576.000000 Penalty: 5715.645996
	Iteration 37Q: 3 clusters Score -1.349758e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -13497625.000000 Penalty: 5715.645996
	Iteration 38Q: 3 clusters Score -1.349762e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -13497663.000000 Penalty: 5715.645996
	Iteration 39Q: 3 clusters Score -1.349766e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -13497726.000000 Penalty: 5715.645996
	Iteration 40F: 3 clusters Score -1.349773e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -13497775.000000 Penalty: 5715.645996
	Iteration 41Q: 3 clusters Score -1.349778e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -13497816.000000 Penalty: 5715.645996
	Iteration 42Q: 3 clusters Score -1.349782e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -13497903.000000 Penalty: 5715.645996
	Iteration 43Q: 3 clusters Score -1.34979e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -13497926.000000 Penalty: 5715.645996
	Iteration 44Q: 3 clusters Score -1.349793e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13497996.000000 Penalty: 5715.645996
	Iteration 45Q: 3 clusters Score -1.3498e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -13498020.000000 Penalty: 5715.645996
	Iteration 46Q: 3 clusters Score -1.349802e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13498057.000000 Penalty: 5715.645996
	Iteration 47Q: 3 clusters Score -1.349806e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -13498076.000000 Penalty: 5715.645996
	Iteration 48Q: 3 clusters Score -1.349808e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13498142.000000 Penalty: 5715.645996
	Iteration 49Q: 3 clusters Score -1.349814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13498169.000000 Penalty: 5715.645996
	Iteration 50Q: 3 clusters Score -1.349817e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13498175.000000 Penalty: 5715.645996
	Iteration 51Q: 3 clusters Score -1.349818e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13498227.000000 Penalty: 5715.645996
	Iteration 52Q: 3 clusters Score -1.349823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13498236.000000 Penalty: 5715.645996
	Iteration 53Q: 3 clusters Score -1.349824e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13498250.000000 Penalty: 5715.645996
	Iteration 54Q: 3 clusters Score -1.349825e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13498267.000000 Penalty: 5715.645996
	Iteration 55Q: 3 clusters Score -1.349827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13498268.000000 Penalty: 5715.645996
	Iteration 56Q: 3 clusters Score -1.349827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13498285.000000 Penalty: 5715.645996
	Iteration 57Q: 3 clusters Score -1.349828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13498328.000000 Penalty: 5715.645996
	Iteration 58Q: 3 clusters Score -1.349833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13498336.000000 Penalty: 5715.645996
	Iteration 59Q: 3 clusters Score -1.349834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13498327.000000 Penalty: 5715.645996
	Iteration 60F: 3 clusters Score -1.349833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13498315.000000 Penalty: 5715.645996
	Iteration 61Q: 3 clusters Score -1.349832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13498343.000000 Penalty: 5715.645996
	Iteration 62Q: 3 clusters Score -1.349834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13498355.000000 Penalty: 5715.645996
	Iteration 63Q: 3 clusters Score -1.349836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13498365.000000 Penalty: 5715.645996
	Iteration 64Q: 3 clusters Score -1.349836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13498366.000000 Penalty: 5715.645996
	Iteration 65Q: 3 clusters Score -1.349837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13498361.000000 Penalty: 5715.645996
	Iteration 66Q: 3 clusters Score -1.349836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13498366.000000 Penalty: 5715.645996
	Iteration 67Q: 3 clusters Score -1.349837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13498374.000000 Penalty: 5715.645996
	Iteration 68Q: 3 clusters Score -1.349837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13498369.000000 Penalty: 5715.645996
	Iteration 69Q: 3 clusters Score -1.349837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13498367.000000 Penalty: 5715.645996
	Iteration 70Q: 3 clusters Score -1.349837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13498375.000000 Penalty: 5715.645996
	Iteration 71Q: 3 clusters Score -1.349838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -13498380.000000 Penalty: 5715.645996
	Iteration 72Q: 3 clusters Score -1.349838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13498378.000000 Penalty: 5715.645996
	Iteration 73Q: 3 clusters Score -1.349838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99642 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13498378.000000 Penalty: 5715.645996
	Iteration 74Q: 3 clusters Score -1.349838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13498378.000000 Penalty: 5715.645996
	Iteration 75Q: 3 clusters Score -1.349838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13498374.000000 Penalty: 5715.645996
	Iteration 76Q: 3 clusters Score -1.349837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13498372.000000 Penalty: 5715.645996
	Iteration 77Q: 3 clusters Score -1.349837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99661 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -13498369.000000 Penalty: 5715.645996
	Iteration 78Q: 3 clusters Score -1.349837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13498356.000000 Penalty: 5715.645996
	Iteration 79Q: 3 clusters Score -1.349836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13498348.000000 Penalty: 5715.645996
	Iteration 80F: 3 clusters Score -1.349835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13498345.000000 Penalty: 5715.645996
	Iteration 81Q: 3 clusters Score -1.349834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13498353.000000 Penalty: 5715.645996
	Iteration 82Q: 3 clusters Score -1.349835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13498362.000000 Penalty: 5715.645996
	Iteration 83Q: 3 clusters Score -1.349836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13498360.000000 Penalty: 5715.645996
	Iteration 84Q: 3 clusters Score -1.349836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13498367.000000 Penalty: 5715.645996
	Iteration 85Q: 3 clusters Score -1.349837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13498371.000000 Penalty: 5715.645996
	Iteration 86Q: 3 clusters Score -1.349837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13498378.000000 Penalty: 5715.645996
	Iteration 87Q: 3 clusters Score -1.349838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13498373.000000 Penalty: 5715.645996
	Iteration 88Q: 3 clusters Score -1.349837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -13498385.000000 Penalty: 5715.645996
	Iteration 89Q: 3 clusters Score -1.349838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -13498384.000000 Penalty: 5715.645996
	Iteration 90Q: 3 clusters Score -1.349838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13498376.000000 Penalty: 5715.645996
	Iteration 91Q: 3 clusters Score -1.349838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13498377.000000 Penalty: 5715.645996
	Iteration 92Q: 3 clusters Score -1.349838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13498385.000000 Penalty: 5715.645996
	Iteration 93Q: 3 clusters Score -1.349838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13498385.000000 Penalty: 5715.645996
	Iteration 94Q: 3 clusters Score -1.349838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13498388.000000 Penalty: 5715.645996
	Iteration 95Q: 3 clusters Score -1.349839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13498390.000000 Penalty: 5715.645996
	Iteration 96Q: 3 clusters Score -1.349839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13498388.000000 Penalty: 5715.645996
	Iteration 97Q: 3 clusters Score -1.349839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13498385.000000 Penalty: 5715.645996
	Iteration 98Q: 3 clusters Score -1.349838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13498398.000000 Penalty: 5715.645996
	Iteration 99Q: 3 clusters Score -1.34984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13498387.000000 Penalty: 5715.645996
	Iteration 100F: 3 clusters Score -1.349839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13498398.000000 Penalty: 5715.645996
	Iteration 101Q: 3 clusters Score -1.34984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -13498404.000000 Penalty: 5715.645996
	Iteration 102Q: 3 clusters Score -1.34984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13498404.000000 Penalty: 5715.645996
	Iteration 103Q: 3 clusters Score -1.34984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13498404.000000 Penalty: 5715.645996
	Iteration 104F: 3 clusters Score -1.34984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 3 contains 23628 members 
Mstep: Class 4 contains 151912 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 51946 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 191148 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 181345 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 18 contains 24175 members 
Mstep: Class 19 contains 101061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135219536.000000 Penalty: 58389.324219
Iteration 39Q: 18 clusters Score -1.352195e+08 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 23522 members 
Mstep: Class 4 contains 150202 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 53021 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 188747 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 76676 members 
Mstep: Class 14 contains 182301 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 18 contains 24124 members 
Mstep: Class 19 contains 102481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135221808.000000 Penalty: 58389.324219
Iteration 40F: 18 clusters Score -1.352218e+08 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162521 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 23409 members 
Mstep: Class 4 contains 148578 members 
Mstep: Class 5 contains 42551 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 53733 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 186522 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 77705 members 
Mstep: Class 14 contains 182966 members 
Mstep: Class 16 contains 16011 members 
Mstep: Class 18 contains 24057 members 
Mstep: Class 19 contains 103780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135223072.000000 Penalty: 58389.324219
Iteration 41Q: 18 clusters Score -1.352231e+08 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 147252 members 
Mstep: Class 5 contains 42897 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 54204 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 184931 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 78688 members 
Mstep: Class 14 contains 183193 members 
Mstep: Class 16 contains 16128 members 
Mstep: Class 18 contains 23991 members 
Mstep: Class 19 contains 104966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135224096.000000 Penalty: 58389.324219
Iteration 42Q: 18 clusters Score -1.352241e+08 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 162048 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 23251 members 
Mstep: Class 4 contains 146146 members 
Mstep: Class 5 contains 43145 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 54517 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 3621 members 
Mstep: Class 11 contains 183717 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 79629 members 
Mstep: Class 14 contains 183187 members 
Mstep: Class 16 contains 16218 members 
Mstep: Class 18 contains 23924 members 
Mstep: Class 19 contains 106079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135224752.000000 Penalty: 58389.324219
Iteration 43Q: 18 clusters Score -1.352248e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161759 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 145258 members 
Mstep: Class 5 contains 43375 members 
Mstep: Class 6 contains 1134 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 54729 members 
Mstep: Class 9 contains 1370 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 182754 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 80521 members 
Mstep: Class 14 contains 183031 members 
Mstep: Class 16 contains 16287 members 
Mstep: Class 18 contains 23886 members 
Mstep: Class 19 contains 107056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135225824.000000 Penalty: 58389.324219
Iteration 44Q: 18 clusters Score -1.352258e+08 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161446 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 23140 members 
Mstep: Class 4 contains 144548 members 
Mstep: Class 5 contains 43612 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 54857 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 182021 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 81375 members 
Mstep: Class 14 contains 182610 members 
Mstep: Class 16 contains 16339 members 
Mstep: Class 18 contains 23842 members 
Mstep: Class 19 contains 108044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135226800.000000 Penalty: 58389.324219
Iteration 45Q: 18 clusters Score -1.352268e+08 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 23073 members 
Mstep: Class 4 contains 144025 members 
Mstep: Class 5 contains 43765 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 54974 members 
Mstep: Class 9 contains 1439 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 181484 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 82137 members 
Mstep: Class 14 contains 181971 members 
Mstep: Class 16 contains 16371 members 
Mstep: Class 18 contains 23818 members 
Mstep: Class 19 contains 108968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135227952.000000 Penalty: 58389.324219
Iteration 46Q: 18 clusters Score -1.35228e+08 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161002 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 23010 members 
Mstep: Class 4 contains 143639 members 
Mstep: Class 5 contains 43860 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55092 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 181090 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 82857 members 
Mstep: Class 14 contains 181247 members 
Mstep: Class 16 contains 16387 members 
Mstep: Class 18 contains 23814 members 
Mstep: Class 19 contains 109752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135229664.000000 Penalty: 58389.324219
Iteration 47Q: 18 clusters Score -1.352297e+08 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160782 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 22966 members 
Mstep: Class 4 contains 143350 members 
Mstep: Class 5 contains 43942 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 55157 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 180900 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 83536 members 
Mstep: Class 14 contains 180399 members 
Mstep: Class 16 contains 16406 members 
Mstep: Class 18 contains 23794 members 
Mstep: Class 19 contains 110479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230176.000000 Penalty: 58389.324219
Iteration 48Q: 18 clusters Score -1.352302e+08 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160577 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 22912 members 
Mstep: Class 4 contains 143188 members 
Mstep: Class 5 contains 44021 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 55192 members 
Mstep: Class 9 contains 1498 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 180827 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 84138 members 
Mstep: Class 14 contains 179508 members 
Mstep: Class 16 contains 16413 members 
Mstep: Class 18 contains 23778 members 
Mstep: Class 19 contains 111133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135231248.000000 Penalty: 58389.324219
Iteration 49Q: 18 clusters Score -1.352312e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160356 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 22853 members 
Mstep: Class 4 contains 143122 members 
Mstep: Class 5 contains 44072 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55234 members 
Mstep: Class 9 contains 1505 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 180872 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 84648 members 
Mstep: Class 14 contains 178550 members 
Mstep: Class 16 contains 16400 members 
Mstep: Class 18 contains 23766 members 
Mstep: Class 19 contains 111791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135231936.000000 Penalty: 58389.324219
Iteration 50Q: 18 clusters Score -1.352319e+08 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 22820 members 
Mstep: Class 4 contains 143244 members 
Mstep: Class 5 contains 44103 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 55249 members 
Mstep: Class 9 contains 1512 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 180922 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 85094 members 
Mstep: Class 14 contains 177500 members 
Mstep: Class 16 contains 16382 members 
Mstep: Class 18 contains 23737 members 
Mstep: Class 19 contains 112451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135232304.000000 Penalty: 58389.324219
Iteration 51Q: 18 clusters Score -1.352323e+08 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 22797 members 
Mstep: Class 4 contains 143485 members 
Mstep: Class 5 contains 44104 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 55267 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 180975 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 85498 members 
Mstep: Class 14 contains 176412 members 
Mstep: Class 16 contains 16371 members 
Mstep: Class 18 contains 23721 members 
Mstep: Class 19 contains 113078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135232752.000000 Penalty: 58389.324219
Iteration 52Q: 18 clusters Score -1.352328e+08 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 22769 members 
Mstep: Class 4 contains 143854 members 
Mstep: Class 5 contains 44058 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 55302 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 181003 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 85922 members 
Mstep: Class 14 contains 175347 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 18 contains 23686 members 
Mstep: Class 19 contains 113675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135233904.000000 Penalty: 58389.324219
Iteration 53Q: 18 clusters Score -1.352339e+08 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159312 members 
Mstep: Class 2 contains 3277 members 
Mstep: Class 3 contains 22735 members 
Mstep: Class 4 contains 144317 members 
Mstep: Class 5 contains 43932 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 55322 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 181118 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 86324 members 
Mstep: Class 14 contains 174222 members 
Mstep: Class 16 contains 16350 members 
Mstep: Class 18 contains 23639 members 
Mstep: Class 19 contains 114248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234592.000000 Penalty: 58389.324219
Iteration 54Q: 18 clusters Score -1.352346e+08 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 22719 members 
Mstep: Class 4 contains 144789 members 
Mstep: Class 5 contains 43745 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 55346 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 181291 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 86717 members 
Mstep: Class 14 contains 173060 members 
Mstep: Class 16 contains 16335 members 
Mstep: Class 18 contains 23602 members 
Mstep: Class 19 contains 114834 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 18 clusters Score -1.352351e+08 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158798 members 
Mstep: Class 2 contains 3355 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 145341 members 
Mstep: Class 5 contains 43523 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 55356 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 181650 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 87066 members 
Mstep: Class 14 contains 171795 members 
Mstep: Class 16 contains 16298 members 
Mstep: Class 18 contains 23548 members 
Mstep: Class 19 contains 115372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 18 clusters Score -1.35236e+08 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 22665 members 
Mstep: Class 4 contains 145994 members 
Mstep: Class 5 contains 43269 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 55350 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 181992 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 87419 members 
Mstep: Class 14 contains 170578 members 
Mstep: Class 16 contains 16250 members 
Mstep: Class 18 contains 23503 members 
Mstep: Class 19 contains 115874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -1.352368e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 146767 members 
Mstep: Class 5 contains 42900 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 55358 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 182314 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 87776 members 
Mstep: Class 14 contains 169349 members 
Mstep: Class 16 contains 16214 members 
Mstep: Class 18 contains 23442 members 
Mstep: Class 19 contains 116315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 18 clusters Score -1.352376e+08 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 3454 members 
Mstep: Class 3 contains 22600 members 
Mstep: Class 4 contains 147562 members 
Mstep: Class 5 contains 42537 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 55368 members 
Mstep: Class 9 contains 1528 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 182526 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 88113 members 
Mstep: Class 14 contains 168191 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 18 contains 23409 members 
Mstep: Class 19 contains 116784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -1.352384e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157897 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 22582 members 
Mstep: Class 4 contains 148460 members 
Mstep: Class 5 contains 42242 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 55405 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 182645 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 88430 members 
Mstep: Class 14 contains 167013 members 
Mstep: Class 16 contains 16085 members 
Mstep: Class 18 contains 23360 members 
Mstep: Class 19 contains 117222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239632.000000 Penalty: 58389.324219
Iteration 60F: 18 clusters Score -1.352396e+08 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 3500 members 
Mstep: Class 3 contains 22575 members 
Mstep: Class 4 contains 149429 members 
Mstep: Class 5 contains 41914 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 55376 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 182807 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 88680 members 
Mstep: Class 14 contains 165872 members 
Mstep: Class 16 contains 15984 members 
Mstep: Class 18 contains 23336 members 
Mstep: Class 19 contains 117617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241328.000000 Penalty: 58389.324219
Iteration 61Q: 18 clusters Score -1.352413e+08 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 150499 members 
Mstep: Class 5 contains 41569 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 55333 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 182937 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 88918 members 
Mstep: Class 14 contains 164721 members 
Mstep: Class 16 contains 15885 members 
Mstep: Class 18 contains 23278 members 
Mstep: Class 19 contains 118005 members 
Entering Unmasked Estep 
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Score: -135242608.000000 Penalty: 58389.324219
Iteration 62Q: 18 clusters Score -1.352426e+08 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 22542 members 
Mstep: Class 4 contains 151686 members 
Mstep: Class 5 contains 41246 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 55265 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 182957 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 89144 members 
Mstep: Class 14 contains 163587 members 
Mstep: Class 16 contains 15773 members 
Mstep: Class 18 contains 23230 members 
Mstep: Class 19 contains 118338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244368.000000 Penalty: 58389.324219
Iteration 63Q: 18 clusters Score -1.352444e+08 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 22508 members 
Mstep: Class 4 contains 152768 members 
Mstep: Class 5 contains 41016 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 55222 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 182903 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 89379 members 
Mstep: Class 14 contains 162511 members 
Mstep: Class 16 contains 15643 members 
Mstep: Class 18 contains 23168 members 
Mstep: Class 19 contains 118601 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 18 clusters Score -1.352454e+08 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 22496 members 
Mstep: Class 4 contains 153792 members 
Mstep: Class 5 contains 40881 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 55141 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 182779 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 89627 members 
Mstep: Class 14 contains 161537 members 
Mstep: Class 16 contains 15527 members 
Mstep: Class 18 contains 23131 members 
Mstep: Class 19 contains 118846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246480.000000 Penalty: 58389.324219
Iteration 65Q: 18 clusters Score -1.352465e+08 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 3610 members 
Mstep: Class 3 contains 22498 members 
Mstep: Class 4 contains 154723 members 
Mstep: Class 5 contains 40824 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 55049 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 182603 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 89902 members 
Mstep: Class 14 contains 160638 members 
Mstep: Class 16 contains 15429 members 
Mstep: Class 18 contains 23093 members 
Mstep: Class 19 contains 119055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135247328.000000 Penalty: 58389.324219
Iteration 66Q: 18 clusters Score -1.352473e+08 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 22503 members 
Mstep: Class 4 contains 155540 members 
Mstep: Class 5 contains 40868 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 54955 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 182403 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 90182 members 
Mstep: Class 14 contains 159830 members 
Mstep: Class 16 contains 15339 members 
Mstep: Class 18 contains 23067 members 
Mstep: Class 19 contains 119229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135248144.000000 Penalty: 58389.324219
Iteration 67Q: 18 clusters Score -1.352481e+08 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157257 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 22515 members 
Mstep: Class 4 contains 156186 members 
Mstep: Class 5 contains 40973 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 54891 members 
Mstep: Class 9 contains 1568 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 182150 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 90462 members 
Mstep: Class 14 contains 159074 members 
Mstep: Class 16 contains 15243 members 
Mstep: Class 18 contains 23026 members 
Mstep: Class 19 contains 119370 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -1.352492e+08 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 156719 members 
Mstep: Class 5 contains 41162 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 54828 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 181948 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 90698 members 
Mstep: Class 14 contains 158313 members 
Mstep: Class 16 contains 15138 members 
Mstep: Class 18 contains 22988 members 
Mstep: Class 19 contains 119509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 18 clusters Score -1.352499e+08 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 22547 members 
Mstep: Class 4 contains 157116 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 54774 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 181767 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 90916 members 
Mstep: Class 14 contains 157649 members 
Mstep: Class 16 contains 15039 members 
Mstep: Class 18 contains 22970 members 
Mstep: Class 19 contains 119630 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -1.352507e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 157400 members 
Mstep: Class 5 contains 41609 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54702 members 
Mstep: Class 9 contains 1571 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 181635 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91139 members 
Mstep: Class 14 contains 157018 members 
Mstep: Class 16 contains 14939 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 119776 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -1.352509e+08 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 3727 members 
Mstep: Class 3 contains 22534 members 
Mstep: Class 4 contains 157534 members 
Mstep: Class 5 contains 41832 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54622 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 181571 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91292 members 
Mstep: Class 14 contains 156483 members 
Mstep: Class 16 contains 14829 members 
Mstep: Class 18 contains 22951 members 
Mstep: Class 19 contains 119956 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -1.35251e+08 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 22518 members 
Mstep: Class 4 contains 157570 members 
Mstep: Class 5 contains 42046 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 54552 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 181461 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91466 members 
Mstep: Class 14 contains 156062 members 
Mstep: Class 16 contains 14745 members 
Mstep: Class 18 contains 22946 members 
Mstep: Class 19 contains 120134 members 
Entering Unmasked Estep 
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Iteration 73Q: 18 clusters Score -1.352513e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157714 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 22501 members 
Mstep: Class 4 contains 157580 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 54491 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 181384 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91627 members 
Mstep: Class 14 contains 155637 members 
Mstep: Class 16 contains 14649 members 
Mstep: Class 18 contains 22934 members 
Mstep: Class 19 contains 120272 members 
Entering Unmasked Estep 
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Iteration 74Q: 18 clusters Score -1.352518e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 157875 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 22497 members 
Mstep: Class 4 contains 157576 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 54449 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 181339 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91772 members 
Mstep: Class 14 contains 155152 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 18 contains 22944 members 
Mstep: Class 19 contains 120399 members 
Entering Unmasked Estep 
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Iteration 75Q: 18 clusters Score -1.35252e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 22508 members 
Mstep: Class 4 contains 157507 members 
Mstep: Class 5 contains 42730 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 54386 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 181395 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91888 members 
Mstep: Class 14 contains 154673 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 18 contains 22949 members 
Mstep: Class 19 contains 120535 members 
Entering Unmasked Estep 
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Iteration 76Q: 18 clusters Score -1.352522e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158131 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 157378 members 
Mstep: Class 5 contains 42980 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 181424 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92021 members 
Mstep: Class 14 contains 154257 members 
Mstep: Class 16 contains 14366 members 
Mstep: Class 18 contains 22959 members 
Mstep: Class 19 contains 120654 members 
Entering Unmasked Estep 
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Iteration 77Q: 18 clusters Score -1.352527e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 22562 members 
Mstep: Class 4 contains 157264 members 
Mstep: Class 5 contains 43223 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54292 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 181395 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92145 members 
Mstep: Class 14 contains 153947 members 
Mstep: Class 16 contains 14269 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 120738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135252912.000000 Penalty: 58389.324219
Iteration 78Q: 18 clusters Score -1.352529e+08 nChanged 3838
Entering ConstructFrom: 
Score: -135252912.000000 Penalty: 58389.324219
Entering ConstructFrom: 
Trying to split cluster 1 (158397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158397 members 
Entering Unmasked Estep 
Score: -21131726.000000 Penalty: 2969.269043
	Iteration 0F: 2 clusters Score -2.113173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -21032166.000000 Penalty: 5938.538086
	Iteration 0F: 3 clusters Score -2.103217e+07 nChanged 75672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -21076392.000000 Penalty: 5938.538086
	Iteration 1F: 3 clusters Score -2.107639e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -21078282.000000 Penalty: 5938.538086
	Iteration 2Q: 3 clusters Score -2.107828e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -21080844.000000 Penalty: 5938.538086
	Iteration 3Q: 3 clusters Score -2.108084e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -21084748.000000 Penalty: 5938.538086
	Iteration 4Q: 3 clusters Score -2.108475e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -21089350.000000 Penalty: 5938.538086
	Iteration 5F: 3 clusters Score -2.108935e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -21094692.000000 Penalty: 5938.538086
	Iteration 6F: 3 clusters Score -2.109469e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -21100560.000000 Penalty: 5938.538086
	Iteration 7F: 3 clusters Score -2.110056e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -21106808.000000 Penalty: 5938.538086
	Iteration 8F: 3 clusters Score -2.110681e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -21112730.000000 Penalty: 5938.538086
	Iteration 9F: 3 clusters Score -2.111273e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -21117372.000000 Penalty: 5938.538086
	Iteration 10Q: 3 clusters Score -2.111737e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128766 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -21120362.000000 Penalty: 5938.538086
	Iteration 11Q: 3 clusters Score -2.112036e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131444 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -21122214.000000 Penalty: 5938.538086
	Iteration 12Q: 3 clusters Score -2.112221e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -21123604.000000 Penalty: 5938.538086
	Iteration 13Q: 3 clusters Score -2.11236e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135742 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -21124622.000000 Penalty: 5938.538086
	Iteration 14Q: 3 clusters Score -2.112462e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137396 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -21125188.000000 Penalty: 5938.538086
	Iteration 15Q: 3 clusters Score -2.112519e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -21125598.000000 Penalty: 5938.538086
	Iteration 16Q: 3 clusters Score -2.11256e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140089 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -21125938.000000 Penalty: 5938.538086
	Iteration 17Q: 3 clusters Score -2.112594e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141201 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -21126288.000000 Penalty: 5938.538086
	Iteration 18Q: 3 clusters Score -2.112629e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -21126594.000000 Penalty: 5938.538086
	Iteration 19Q: 3 clusters Score -2.112659e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -21126870.000000 Penalty: 5938.538086
	Iteration 20F: 3 clusters Score -2.112687e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -21127068.000000 Penalty: 5938.538086
	Iteration 21Q: 3 clusters Score -2.112707e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -21127282.000000 Penalty: 5938.538086
	Iteration 22Q: 3 clusters Score -2.112728e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -21127508.000000 Penalty: 5938.538086
	Iteration 23Q: 3 clusters Score -2.112751e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -21127568.000000 Penalty: 5938.538086
	Iteration 24Q: 3 clusters Score -2.112757e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -21127702.000000 Penalty: 5938.538086
	Iteration 25Q: 3 clusters Score -2.11277e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -21127896.000000 Penalty: 5938.538086
	Iteration 26Q: 3 clusters Score -2.11279e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -21128014.000000 Penalty: 5938.538086
	Iteration 27Q: 3 clusters Score -2.112801e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -21128186.000000 Penalty: 5938.538086
	Iteration 28Q: 3 clusters Score -2.112819e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -21128310.000000 Penalty: 5938.538086
	Iteration 29Q: 3 clusters Score -2.112831e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -21128446.000000 Penalty: 5938.538086
	Iteration 30Q: 3 clusters Score -2.112845e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -21128580.000000 Penalty: 5938.538086
	Iteration 31Q: 3 clusters Score -2.112858e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -21128614.000000 Penalty: 5938.538086
	Iteration 32Q: 3 clusters Score -2.112861e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150825 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -21128654.000000 Penalty: 5938.538086
	Iteration 33Q: 3 clusters Score -2.112865e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -21128672.000000 Penalty: 5938.538086
	Iteration 34Q: 3 clusters Score -2.112867e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -21128724.000000 Penalty: 5938.538086
	Iteration 35Q: 3 clusters Score -2.112872e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -21128798.000000 Penalty: 5938.538086
	Iteration 36Q: 3 clusters Score -2.11288e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -21128844.000000 Penalty: 5938.538086
	Iteration 37Q: 3 clusters Score -2.112884e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -21128834.000000 Penalty: 5938.538086
	Iteration 38Q: 3 clusters Score -2.112883e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -21128884.000000 Penalty: 5938.538086
	Iteration 39Q: 3 clusters Score -2.112888e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -21128884.000000 Penalty: 5938.538086
	Iteration 40F: 3 clusters Score -2.112888e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -21128934.000000 Penalty: 5938.538086
	Iteration 41Q: 3 clusters Score -2.112893e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -21129000.000000 Penalty: 5938.538086
	Iteration 42Q: 3 clusters Score -2.1129e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -21129054.000000 Penalty: 5938.538086
	Iteration 43Q: 3 clusters Score -2.112905e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -21129078.000000 Penalty: 5938.538086
	Iteration 44Q: 3 clusters Score -2.112908e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -21129102.000000 Penalty: 5938.538086
	Iteration 45Q: 3 clusters Score -2.11291e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153418 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -21129108.000000 Penalty: 5938.538086
	Iteration 46Q: 3 clusters Score -2.112911e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -21129150.000000 Penalty: 5938.538086
	Iteration 47Q: 3 clusters Score -2.112915e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -21129196.000000 Penalty: 5938.538086
	Iteration 48Q: 3 clusters Score -2.11292e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -21129226.000000 Penalty: 5938.538086
	Iteration 49Q: 3 clusters Score -2.112923e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -21129268.000000 Penalty: 5938.538086
	Iteration 50Q: 3 clusters Score -2.112927e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153883 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -21129268.000000 Penalty: 5938.538086
	Iteration 51Q: 3 clusters Score -2.112927e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21129314.000000 Penalty: 5938.538086
	Iteration 52Q: 3 clusters Score -2.112931e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -21129318.000000 Penalty: 5938.538086
	Iteration 53Q: 3 clusters Score -2.112932e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21129284.000000 Penalty: 5938.538086
	Iteration 54Q: 3 clusters Score -2.112928e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154139 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21129302.000000 Penalty: 5938.538086
	Iteration 55Q: 3 clusters Score -2.11293e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154218 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21129352.000000 Penalty: 5938.538086
	Iteration 56Q: 3 clusters Score -2.112935e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -21129386.000000 Penalty: 5938.538086
	Iteration 57Q: 3 clusters Score -2.112939e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21129398.000000 Penalty: 5938.538086
	Iteration 58Q: 3 clusters Score -2.11294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -21129406.000000 Penalty: 5938.538086
	Iteration 59Q: 3 clusters Score -2.112941e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -21129410.000000 Penalty: 5938.538086
	Iteration 60F: 3 clusters Score -2.112941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21129424.000000 Penalty: 5938.538086
	Iteration 61Q: 3 clusters Score -2.112942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5938.538086
	Iteration 62Q: 3 clusters Score -2.112946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5938.538086
	Iteration 63Q: 3 clusters Score -2.112946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21129436.000000 Penalty: 5938.538086
	Iteration 64Q: 3 clusters Score -2.112944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5938.538086
	Iteration 65Q: 3 clusters Score -2.112946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -21129480.000000 Penalty: 5938.538086
	Iteration 66Q: 3 clusters Score -2.112948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21129484.000000 Penalty: 5938.538086
	Iteration 67Q: 3 clusters Score -2.112948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -21129476.000000 Penalty: 5938.538086
	Iteration 68Q: 3 clusters Score -2.112948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -21129484.000000 Penalty: 5938.538086
	Iteration 69Q: 3 clusters Score -2.112948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -21129476.000000 Penalty: 5938.538086
	Iteration 70Q: 3 clusters Score -2.112948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 71Q: 3 clusters Score -2.112946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 72Q: 3 clusters Score -2.112946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -21129450.000000 Penalty: 5938.538086
	Iteration 73Q: 3 clusters Score -2.112945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -21129446.000000 Penalty: 5938.538086
	Iteration 74Q: 3 clusters Score -2.112945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5938.538086
	Iteration 75Q: 3 clusters Score -2.112946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 76Q: 3 clusters Score -2.112946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -21129476.000000 Penalty: 5938.538086
	Iteration 77Q: 3 clusters Score -2.112948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -21129484.000000 Penalty: 5938.538086
	Iteration 78Q: 3 clusters Score -2.112948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21129482.000000 Penalty: 5938.538086
	Iteration 79Q: 3 clusters Score -2.112948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21129496.000000 Penalty: 5938.538086
	Iteration 80F: 3 clusters Score -2.11295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21129472.000000 Penalty: 5938.538086
	Iteration 81Q: 3 clusters Score -2.112947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 82Q: 3 clusters Score -2.112946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5938.538086
	Iteration 83Q: 3 clusters Score -2.112946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -21129456.000000 Penalty: 5938.538086
	Iteration 84Q: 3 clusters Score -2.112946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21129434.000000 Penalty: 5938.538086
	Iteration 85Q: 3 clusters Score -2.112943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21129450.000000 Penalty: 5938.538086
	Iteration 86Q: 3 clusters Score -2.112945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -21129442.000000 Penalty: 5938.538086
	Iteration 87Q: 3 clusters Score -2.112944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21129464.000000 Penalty: 5938.538086
	Iteration 88Q: 3 clusters Score -2.112946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -21129472.000000 Penalty: 5938.538086
	Iteration 89Q: 3 clusters Score -2.112947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21129470.000000 Penalty: 5938.538086
	Iteration 90Q: 3 clusters Score -2.112947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 91Q: 3 clusters Score -2.112946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5938.538086
	Iteration 92Q: 3 clusters Score -2.112946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21129456.000000 Penalty: 5938.538086
	Iteration 93Q: 3 clusters Score -2.112946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -21129456.000000 Penalty: 5938.538086
	Iteration 94Q: 3 clusters Score -2.112946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21129466.000000 Penalty: 5938.538086
	Iteration 95Q: 3 clusters Score -2.112947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21129486.000000 Penalty: 5938.538086
	Iteration 96Q: 3 clusters Score -2.112949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -21129470.000000 Penalty: 5938.538086
	Iteration 97Q: 3 clusters Score -2.112947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -21129480.000000 Penalty: 5938.538086
	Iteration 98Q: 3 clusters Score -2.112948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21129466.000000 Penalty: 5938.538086
	Iteration 99Q: 3 clusters Score -2.112947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21129486.000000 Penalty: 5938.538086
	Iteration 100F: 3 clusters Score -2.112949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -21129482.000000 Penalty: 5938.538086
	Iteration 101Q: 3 clusters Score -2.112948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21129464.000000 Penalty: 5938.538086
	Iteration 102Q: 3 clusters Score -2.112946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155056 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -21129472.000000 Penalty: 5938.538086
	Iteration 103Q: 3 clusters Score -2.112947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -21129458.000000 Penalty: 5938.538086
	Iteration 104Q: 3 clusters Score -2.112946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -21129474.000000 Penalty: 5938.538086
	Iteration 105Q: 3 clusters Score -2.112947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5938.538086
	Iteration 106Q: 3 clusters Score -2.112946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -21129470.000000 Penalty: 5938.538086
	Iteration 107Q: 3 clusters Score -2.112947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21129466.000000 Penalty: 5938.538086
	Iteration 108Q: 3 clusters Score -2.112947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5938.538086
	Iteration 109Q: 3 clusters Score -2.112946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -21129466.000000 Penalty: 5938.538086
	Iteration 110Q: 3 clusters Score -2.112947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21129470.000000 Penalty: 5938.538086
	Iteration 111Q: 3 clusters Score -2.112947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -21129476.000000 Penalty: 5938.538086
	Iteration 112Q: 3 clusters Score -2.112948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21129476.000000 Penalty: 5938.538086
	Iteration 113Q: 3 clusters Score -2.112948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21129474.000000 Penalty: 5938.538086
	Iteration 114Q: 3 clusters Score -2.112947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21129478.000000 Penalty: 5938.538086
	Iteration 115Q: 3 clusters Score -2.112948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -21129464.000000 Penalty: 5938.538086
	Iteration 116Q: 3 clusters Score -2.112946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21129460.000000 Penalty: 5938.538086
	Iteration 117Q: 3 clusters Score -2.112946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21129466.000000 Penalty: 5938.538086
	Iteration 118Q: 3 clusters Score -2.112947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -21129448.000000 Penalty: 5938.538086
	Iteration 119Q: 3 clusters Score -2.112945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21129452.000000 Penalty: 5938.538086
	Iteration 120F: 3 clusters Score -2.112945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21129450.000000 Penalty: 5938.538086
	Iteration 121Q: 3 clusters Score -2.112945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21129450.000000 Penalty: 5938.538086
	Iteration 122F: 3 clusters Score -2.112945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -488742.781250 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -488742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -484935.781250 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -484935.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -485734.125000 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -485734.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -485905.812500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -485905.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -486020.218750 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -486020.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -486109.156250 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -486109.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -486182.937500 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -486182.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -486261.125000 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -486261.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -486340.218750 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -486340.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -486395.218750 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -486395.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -486454.437500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -486454.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -486501.781250 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -486501.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -486546.156250 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -486546.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -486589.156250 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -486589.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -486630.937500 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -486630.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -486661.125000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -486661.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -486691.218750 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -486691.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -486713.593750 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -486713.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -486734.375000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -486734.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486755.656250 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -486755.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -486776.500000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -486776.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -486793.968750 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -486794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -486805.750000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -486805.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -486820.968750 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -486821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -486833.312500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -486833.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -486846.093750 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -486846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -486852.531250 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -486852.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -486858.218750 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -486858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -486868.000000 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -486868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -486880.156250 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -486880.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -486887.312500 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -486887.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -486892.375000 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -486892.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -486899.625000 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -486899.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -486907.343750 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -486907.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -486914.687500 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -486914.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -486923.218750 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -486923.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -486931.531250 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -486931.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -486941.875000 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -486941.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -486953.187500 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -486953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -486963.062500 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -486963.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -486972.281250 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -486972.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -486981.843750 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -486981.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -486991.593750 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -486991.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -487003.718750 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -487003.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -487018.125000 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -487018.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -487035.218750 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -487035.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -487058.000000 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -487058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -487081.468750 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -487081.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -487097.312500 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -487097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -487106.406250 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -487106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -487115.500000 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -487115.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -487121.781250 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -487121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -487125.781250 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -487125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -487128.656250 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -487128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -487129.343750 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -487129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -487133.031250 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -487133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -487135.187500 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -487135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -487138.093750 Penalty: 4094.633301
	Iteration 56Q: 3 clusters Score -487138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -487143.906250 Penalty: 4094.633301
	Iteration 57Q: 3 clusters Score -487143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -487147.250000 Penalty: 4094.633301
	Iteration 58Q: 3 clusters Score -487147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -487149.687500 Penalty: 4094.633301
	Iteration 59Q: 3 clusters Score -487149.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -487153.406250 Penalty: 4094.633301
	Iteration 60F: 3 clusters Score -487153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -487156.562500 Penalty: 4094.633301
	Iteration 61Q: 3 clusters Score -487156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -487160.031250 Penalty: 4094.633301
	Iteration 62Q: 3 clusters Score -487160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -487161.562500 Penalty: 4094.633301
	Iteration 63Q: 3 clusters Score -487161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -487163.593750 Penalty: 4094.633301
	Iteration 64Q: 3 clusters Score -487163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -487164.625000 Penalty: 4094.633301
	Iteration 65Q: 3 clusters Score -487164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -487165.968750 Penalty: 4094.633301
	Iteration 66Q: 3 clusters Score -487166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -487167.000000 Penalty: 4094.633301
	Iteration 67Q: 3 clusters Score -487167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -487168.187500 Penalty: 4094.633301
	Iteration 68Q: 3 clusters Score -487168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -487170.062500 Penalty: 4094.633301
	Iteration 69Q: 3 clusters Score -487170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -487170.656250 Penalty: 4094.633301
	Iteration 70Q: 3 clusters Score -487170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -487171.750000 Penalty: 4094.633301
	Iteration 71Q: 3 clusters Score -487171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -487171.750000 Penalty: 4094.633301
	Iteration 72F: 3 clusters Score -487171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Entering Unmasked Estep 
Score: -3045694.000000 Penalty: 2486.298096
	Iteration 0F: 2 clusters Score -3045694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3029962.750000 Penalty: 4972.596191
	Iteration 0F: 3 clusters Score -3029963 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3035198.000000 Penalty: 4972.596191
	Iteration 1F: 3 clusters Score -3035198 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3035603.250000 Penalty: 4972.596191
	Iteration 2F: 3 clusters Score -3035603 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3035933.500000 Penalty: 4972.596191
	Iteration 3Q: 3 clusters Score -3035934 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3036211.500000 Penalty: 4972.596191
	Iteration 4Q: 3 clusters Score -3036212 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3036488.250000 Penalty: 4972.596191
	Iteration 5Q: 3 clusters Score -3036488 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3036824.750000 Penalty: 4972.596191
	Iteration 6Q: 3 clusters Score -3036825 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3037191.500000 Penalty: 4972.596191
	Iteration 7Q: 3 clusters Score -3037192 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3037689.750000 Penalty: 4972.596191
	Iteration 8Q: 3 clusters Score -3037690 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3038329.000000 Penalty: 4972.596191
	Iteration 9Q: 3 clusters Score -3038329 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3039158.250000 Penalty: 4972.596191
	Iteration 10F: 3 clusters Score -3039158 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3040093.000000 Penalty: 4972.596191
	Iteration 11F: 3 clusters Score -3040093 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3041060.000000 Penalty: 4972.596191
	Iteration 12F: 3 clusters Score -3041060 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3041936.750000 Penalty: 4972.596191
	Iteration 13Q: 3 clusters Score -3041937 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3042621.500000 Penalty: 4972.596191
	Iteration 14Q: 3 clusters Score -3042622 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3043080.000000 Penalty: 4972.596191
	Iteration 15Q: 3 clusters Score -3043080 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3043347.250000 Penalty: 4972.596191
	Iteration 16Q: 3 clusters Score -3043347 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3043500.250000 Penalty: 4972.596191
	Iteration 17Q: 3 clusters Score -3043500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3043583.000000 Penalty: 4972.596191
	Iteration 18Q: 3 clusters Score -3043583 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3043654.000000 Penalty: 4972.596191
	Iteration 19Q: 3 clusters Score -3043654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3043698.500000 Penalty: 4972.596191
	Iteration 20F: 3 clusters Score -3043698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3043725.750000 Penalty: 4972.596191
	Iteration 21Q: 3 clusters Score -3043726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3043766.000000 Penalty: 4972.596191
	Iteration 22Q: 3 clusters Score -3043766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3043807.250000 Penalty: 4972.596191
	Iteration 23Q: 3 clusters Score -3043807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3043823.750000 Penalty: 4972.596191
	Iteration 24Q: 3 clusters Score -3043824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3043838.000000 Penalty: 4972.596191
	Iteration 25Q: 3 clusters Score -3043838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3043858.250000 Penalty: 4972.596191
	Iteration 26Q: 3 clusters Score -3043858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3043875.250000 Penalty: 4972.596191
	Iteration 27Q: 3 clusters Score -3043875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3043899.000000 Penalty: 4972.596191
	Iteration 28Q: 3 clusters Score -3043899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3043911.750000 Penalty: 4972.596191
	Iteration 29Q: 3 clusters Score -3043912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3043918.000000 Penalty: 4972.596191
	Iteration 30Q: 3 clusters Score -3043918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3043922.000000 Penalty: 4972.596191
	Iteration 31Q: 3 clusters Score -3043922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3043924.500000 Penalty: 4972.596191
	Iteration 32Q: 3 clusters Score -3043924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3043928.000000 Penalty: 4972.596191
	Iteration 33Q: 3 clusters Score -3043928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3043929.500000 Penalty: 4972.596191
	Iteration 34Q: 3 clusters Score -3043930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3043930.500000 Penalty: 4972.596191
	Iteration 35Q: 3 clusters Score -3043930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3043933.000000 Penalty: 4972.596191
	Iteration 36Q: 3 clusters Score -3043933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3043933.250000 Penalty: 4972.596191
	Iteration 37Q: 3 clusters Score -3043933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3043933.250000 Penalty: 4972.596191
	Iteration 38F: 3 clusters Score -3043933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Entering Unmasked Estep 
Score: -20930472.000000 Penalty: 2967.328125
	Iteration 0F: 2 clusters Score -2.093047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -20830326.000000 Penalty: 5934.656250
	Iteration 0F: 3 clusters Score -2.083033e+07 nChanged 75024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -20874202.000000 Penalty: 5934.656250
	Iteration 1F: 3 clusters Score -2.08742e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -20874984.000000 Penalty: 5934.656250
	Iteration 2Q: 3 clusters Score -2.087498e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -20875782.000000 Penalty: 5934.656250
	Iteration 3Q: 3 clusters Score -2.087578e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -20876784.000000 Penalty: 5934.656250
	Iteration 4Q: 3 clusters Score -2.087678e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -20878330.000000 Penalty: 5934.656250
	Iteration 5Q: 3 clusters Score -2.087833e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -20880690.000000 Penalty: 5934.656250
	Iteration 6Q: 3 clusters Score -2.088069e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -20884388.000000 Penalty: 5934.656250
	Iteration 7Q: 3 clusters Score -2.088439e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -20890678.000000 Penalty: 5934.656250
	Iteration 8F: 3 clusters Score -2.089068e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -20899326.000000 Penalty: 5934.656250
	Iteration 9F: 3 clusters Score -2.089933e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -20908528.000000 Penalty: 5934.656250
	Iteration 10F: 3 clusters Score -2.090853e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138689 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -20916152.000000 Penalty: 5934.656250
	Iteration 11F: 3 clusters Score -2.091615e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -20920810.000000 Penalty: 5934.656250
	Iteration 12Q: 3 clusters Score -2.092081e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146916 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -20923236.000000 Penalty: 5934.656250
	Iteration 13Q: 3 clusters Score -2.092324e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148754 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -20924544.000000 Penalty: 5934.656250
	Iteration 14Q: 3 clusters Score -2.092454e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -20925394.000000 Penalty: 5934.656250
	Iteration 15Q: 3 clusters Score -2.092539e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151052 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -20925896.000000 Penalty: 5934.656250
	Iteration 16Q: 3 clusters Score -2.09259e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -20926334.000000 Penalty: 5934.656250
	Iteration 17Q: 3 clusters Score -2.092633e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -20926572.000000 Penalty: 5934.656250
	Iteration 18Q: 3 clusters Score -2.092657e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20926798.000000 Penalty: 5934.656250
	Iteration 19Q: 3 clusters Score -2.09268e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -20927044.000000 Penalty: 5934.656250
	Iteration 20F: 3 clusters Score -2.092704e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153824 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -20927178.000000 Penalty: 5934.656250
	Iteration 21Q: 3 clusters Score -2.092718e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -20927230.000000 Penalty: 5934.656250
	Iteration 22Q: 3 clusters Score -2.092723e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20927364.000000 Penalty: 5934.656250
	Iteration 23Q: 3 clusters Score -2.092736e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -20927444.000000 Penalty: 5934.656250
	Iteration 24Q: 3 clusters Score -2.092744e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20927548.000000 Penalty: 5934.656250
	Iteration 25Q: 3 clusters Score -2.092755e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -20927556.000000 Penalty: 5934.656250
	Iteration 26Q: 3 clusters Score -2.092756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20927616.000000 Penalty: 5934.656250
	Iteration 27Q: 3 clusters Score -2.092762e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155044 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20927682.000000 Penalty: 5934.656250
	Iteration 28Q: 3 clusters Score -2.092768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20927710.000000 Penalty: 5934.656250
	Iteration 29Q: 3 clusters Score -2.092771e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155182 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -20927746.000000 Penalty: 5934.656250
	Iteration 30Q: 3 clusters Score -2.092775e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -20927774.000000 Penalty: 5934.656250
	Iteration 31Q: 3 clusters Score -2.092777e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20927824.000000 Penalty: 5934.656250
	Iteration 32Q: 3 clusters Score -2.092782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20927812.000000 Penalty: 5934.656250
	Iteration 33Q: 3 clusters Score -2.092781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20927834.000000 Penalty: 5934.656250
	Iteration 34Q: 3 clusters Score -2.092783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20927870.000000 Penalty: 5934.656250
	Iteration 35Q: 3 clusters Score -2.092787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -20927882.000000 Penalty: 5934.656250
	Iteration 36Q: 3 clusters Score -2.092788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20927862.000000 Penalty: 5934.656250
	Iteration 37Q: 3 clusters Score -2.092786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155488 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20927900.000000 Penalty: 5934.656250
	Iteration 38Q: 3 clusters Score -2.09279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20927892.000000 Penalty: 5934.656250
	Iteration 39Q: 3 clusters Score -2.092789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20927894.000000 Penalty: 5934.656250
	Iteration 40F: 3 clusters Score -2.092789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20927920.000000 Penalty: 5934.656250
	Iteration 41Q: 3 clusters Score -2.092792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20927912.000000 Penalty: 5934.656250
	Iteration 42Q: 3 clusters Score -2.092791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20927914.000000 Penalty: 5934.656250
	Iteration 43Q: 3 clusters Score -2.092791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20927930.000000 Penalty: 5934.656250
	Iteration 44Q: 3 clusters Score -2.092793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20927918.000000 Penalty: 5934.656250
	Iteration 45Q: 3 clusters Score -2.092792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20927916.000000 Penalty: 5934.656250
	Iteration 46Q: 3 clusters Score -2.092792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20927924.000000 Penalty: 5934.656250
	Iteration 47Q: 3 clusters Score -2.092792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20927922.000000 Penalty: 5934.656250
	Iteration 48Q: 3 clusters Score -2.092792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20927934.000000 Penalty: 5934.656250
	Iteration 49Q: 3 clusters Score -2.092793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20927930.000000 Penalty: 5934.656250
	Iteration 50Q: 3 clusters Score -2.092793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20927930.000000 Penalty: 5934.656250
	Iteration 51Q: 3 clusters Score -2.092793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20927942.000000 Penalty: 5934.656250
	Iteration 52Q: 3 clusters Score -2.092794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20927944.000000 Penalty: 5934.656250
	Iteration 53Q: 3 clusters Score -2.092794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20927954.000000 Penalty: 5934.656250
	Iteration 54Q: 3 clusters Score -2.092795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20927954.000000 Penalty: 5934.656250
	Iteration 55F: 3 clusters Score -2.092795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Entering Unmasked Estep 
Score: -5851599.500000 Penalty: 2648.374268
	Iteration 0F: 2 clusters Score -5851600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5822455.000000 Penalty: 5296.748535
	Iteration 0F: 3 clusters Score -5822455 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -5833279.000000 Penalty: 5296.748535
	Iteration 1F: 3 clusters Score -5833279 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5833789.000000 Penalty: 5296.748535
	Iteration 2Q: 3 clusters Score -5833789 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5834327.500000 Penalty: 5296.748535
	Iteration 3Q: 3 clusters Score -5834328 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5834893.500000 Penalty: 5296.748535
	Iteration 4Q: 3 clusters Score -5834894 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5835691.000000 Penalty: 5296.748535
	Iteration 5Q: 3 clusters Score -5835691 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5836742.000000 Penalty: 5296.748535
	Iteration 6Q: 3 clusters Score -5836742 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5838418.000000 Penalty: 5296.748535
	Iteration 7F: 3 clusters Score -5838418 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5840766.500000 Penalty: 5296.748535
	Iteration 8F: 3 clusters Score -5840766 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5843573.500000 Penalty: 5296.748535
	Iteration 9F: 3 clusters Score -5843574 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5846047.500000 Penalty: 5296.748535
	Iteration 10F: 3 clusters Score -5846048 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5847615.500000 Penalty: 5296.748535
	Iteration 11Q: 3 clusters Score -5847616 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5848426.000000 Penalty: 5296.748535
	Iteration 12Q: 3 clusters Score -5848426 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5848805.500000 Penalty: 5296.748535
	Iteration 13Q: 3 clusters Score -5848806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -5849011.500000 Penalty: 5296.748535
	Iteration 14Q: 3 clusters Score -5849012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5849105.500000 Penalty: 5296.748535
	Iteration 15Q: 3 clusters Score -5849106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5849169.500000 Penalty: 5296.748535
	Iteration 16Q: 3 clusters Score -5849170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5849209.500000 Penalty: 5296.748535
	Iteration 17Q: 3 clusters Score -5849210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5849232.000000 Penalty: 5296.748535
	Iteration 18Q: 3 clusters Score -5849232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5849252.000000 Penalty: 5296.748535
	Iteration 19Q: 3 clusters Score -5849252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5849265.000000 Penalty: 5296.748535
	Iteration 20F: 3 clusters Score -5849265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5849266.000000 Penalty: 5296.748535
	Iteration 21Q: 3 clusters Score -5849266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5849272.000000 Penalty: 5296.748535
	Iteration 22Q: 3 clusters Score -5849272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5849285.000000 Penalty: 5296.748535
	Iteration 23Q: 3 clusters Score -5849285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5849290.500000 Penalty: 5296.748535
	Iteration 24Q: 3 clusters Score -5849290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -5849289.500000 Penalty: 5296.748535
	Iteration 25Q: 3 clusters Score -5849290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5849288.500000 Penalty: 5296.748535
	Iteration 26Q: 3 clusters Score -5849288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5849290.000000 Penalty: 5296.748535
	Iteration 27Q: 3 clusters Score -5849290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5849292.000000 Penalty: 5296.748535
	Iteration 28Q: 3 clusters Score -5849292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5849301.500000 Penalty: 5296.748535
	Iteration 29Q: 3 clusters Score -5849302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5849305.500000 Penalty: 5296.748535
	Iteration 30Q: 3 clusters Score -5849306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5849303.500000 Penalty: 5296.748535
	Iteration 31Q: 3 clusters Score -5849304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5849303.500000 Penalty: 5296.748535
	Iteration 32F: 3 clusters Score -5849304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -133359.015625 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -133359 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 538 members 
Entering Unmasked Estep 
Score: -131414.515625 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -131414.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131977.250000 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -131977.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132344.187500 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -132344.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -132913.781250 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -132913.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133675.812500 Penalty: 3487.305420
	Iteration 4F: 3 clusters Score -133675.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134223.875000 Penalty: 3487.305420
	Iteration 5F: 3 clusters Score -134223.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -134329.734375 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -134329.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -134358.078125 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -134358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -134391.359375 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -134391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -134419.281250 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -134419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -134433.390625 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -134433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -134448.750000 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -134448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -134453.515625 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -134453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -134453.515625 Penalty: 3487.305420
	Iteration 13F: 3 clusters Score -134453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54253 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 181428 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92237 members 
Mstep: Class 14 contains 153501 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 120884 members 
Entering Unmasked Estep 
Score: -135252944.000000 Penalty: 61823.992188
Splitting cluster 6 changes total score from -135252912.000000 to -135252944.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -325903.156250 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -325903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -322926.250000 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -322926.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -323597.812500 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -323597.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323934.718750 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -323934.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -324214.468750 Penalty: 3901.323730
	Iteration 3F: 3 clusters Score -324214.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324410.937500 Penalty: 3901.323730
	Iteration 4F: 3 clusters Score -324410.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -324561.656250 Penalty: 3901.323730
	Iteration 5F: 3 clusters Score -324561.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -324781.093750 Penalty: 3901.323730
	Iteration 6F: 3 clusters Score -324781.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -325194.781250 Penalty: 3901.323730
	Iteration 7F: 3 clusters Score -325194.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325790.031250 Penalty: 3901.323730
	Iteration 8F: 3 clusters Score -325790 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -326278.812500 Penalty: 3901.323730
	Iteration 9F: 3 clusters Score -326278.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -326434.718750 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -326434.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -326508.343750 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -326508.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -326540.218750 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -326540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -326555.281250 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -326555.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -326563.312500 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -326563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -326565.312500 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -326565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -326569.218750 Penalty: 3901.323730
	Iteration 16Q: 3 clusters Score -326569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -326571.687500 Penalty: 3901.323730
	Iteration 17Q: 3 clusters Score -326571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326572.750000 Penalty: 3901.323730
	Iteration 18Q: 3 clusters Score -326572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326574.531250 Penalty: 3901.323730
	Iteration 19Q: 3 clusters Score -326574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -326575.781250 Penalty: 3901.323730
	Iteration 20F: 3 clusters Score -326575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -326576.968750 Penalty: 3901.323730
	Iteration 21Q: 3 clusters Score -326577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -326576.937500 Penalty: 3901.323730
	Iteration 22Q: 3 clusters Score -326576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -326578.343750 Penalty: 3901.323730
	Iteration 23Q: 3 clusters Score -326578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -326578.343750 Penalty: 3901.323730
	Iteration 24F: 3 clusters Score -326578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 54253 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 181428 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92237 members 
Mstep: Class 14 contains 153501 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 120884 members 
Entering Unmasked Estep 
Score: -135252304.000000 Penalty: 65258.660156
Splitting cluster 7 changes total score from -135252912.000000 to -135252304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (54253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Entering Unmasked Estep 
Score: -7026403.000000 Penalty: 2703.550537
	Iteration 0F: 2 clusters Score -7026403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -6989914.500000 Penalty: 5407.101074
	Iteration 0F: 3 clusters Score -6989914 nChanged 25193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -7003654.500000 Penalty: 5407.101074
	Iteration 1F: 3 clusters Score -7003654 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -7004241.000000 Penalty: 5407.101074
	Iteration 2Q: 3 clusters Score -7004241 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -7004883.000000 Penalty: 5407.101074
	Iteration 3Q: 3 clusters Score -7004883 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7005836.000000 Penalty: 5407.101074
	Iteration 4Q: 3 clusters Score -7005836 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7007362.000000 Penalty: 5407.101074
	Iteration 5F: 3 clusters Score -7007362 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -7009827.000000 Penalty: 5407.101074
	Iteration 6F: 3 clusters Score -7009827 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -7013675.500000 Penalty: 5407.101074
	Iteration 7F: 3 clusters Score -7013676 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7018078.500000 Penalty: 5407.101074
	Iteration 8F: 3 clusters Score -7018078 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7021561.500000 Penalty: 5407.101074
	Iteration 9F: 3 clusters Score -7021562 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7023295.500000 Penalty: 5407.101074
	Iteration 10Q: 3 clusters Score -7023296 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7023947.500000 Penalty: 5407.101074
	Iteration 11Q: 3 clusters Score -7023948 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7024143.000000 Penalty: 5407.101074
	Iteration 12Q: 3 clusters Score -7024143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7024209.500000 Penalty: 5407.101074
	Iteration 13Q: 3 clusters Score -7024210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7024244.000000 Penalty: 5407.101074
	Iteration 14Q: 3 clusters Score -7024244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7024255.500000 Penalty: 5407.101074
	Iteration 15Q: 3 clusters Score -7024256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7024276.000000 Penalty: 5407.101074
	Iteration 16Q: 3 clusters Score -7024276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7024275.000000 Penalty: 5407.101074
	Iteration 17Q: 3 clusters Score -7024275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7024280.000000 Penalty: 5407.101074
	Iteration 18Q: 3 clusters Score -7024280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7024283.500000 Penalty: 5407.101074
	Iteration 19Q: 3 clusters Score -7024284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7024290.000000 Penalty: 5407.101074
	Iteration 20F: 3 clusters Score -7024290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7024290.500000 Penalty: 5407.101074
	Iteration 21Q: 3 clusters Score -7024290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7024290.500000 Penalty: 5407.101074
	Iteration 22F: 3 clusters Score -7024290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -188206.875000 Penalty: 1825.621094
	Iteration 0F: 2 clusters Score -188206.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -185981.031250 Penalty: 3651.242188
	Iteration 0F: 3 clusters Score -185981 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186946.953125 Penalty: 3651.242188
	Iteration 1F: 3 clusters Score -186947 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187745.406250 Penalty: 3651.242188
	Iteration 2F: 3 clusters Score -187745.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188365.234375 Penalty: 3651.242188
	Iteration 3F: 3 clusters Score -188365.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188635.031250 Penalty: 3651.242188
	Iteration 4F: 3 clusters Score -188635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188846.203125 Penalty: 3651.242188
	Iteration 5Q: 3 clusters Score -188846.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189037.265625 Penalty: 3651.242188
	Iteration 6Q: 3 clusters Score -189037.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189166.234375 Penalty: 3651.242188
	Iteration 7Q: 3 clusters Score -189166.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -189339.484375 Penalty: 3651.242188
	Iteration 8Q: 3 clusters Score -189339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189473.828125 Penalty: 3651.242188
	Iteration 9Q: 3 clusters Score -189473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189477.500000 Penalty: 3651.242188
	Iteration 10Q: 3 clusters Score -189477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -189480.187500 Penalty: 3651.242188
	Iteration 11Q: 3 clusters Score -189480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -189480.187500 Penalty: 3651.242188
	Iteration 12F: 3 clusters Score -189480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54253 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 181428 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92237 members 
Mstep: Class 14 contains 153501 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 120884 members 
Entering Unmasked Estep 
Score: -135252608.000000 Penalty: 65258.660156
Splitting cluster 9 changes total score from -135252912.000000 to -135252608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -440869.093750 Penalty: 2006.951294
	Iteration 0F: 2 clusters Score -440869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -437452.281250 Penalty: 4013.902588
	Iteration 0F: 3 clusters Score -437452.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -438188.937500 Penalty: 4013.902588
	Iteration 1F: 3 clusters Score -438188.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -438365.906250 Penalty: 4013.902588
	Iteration 2F: 3 clusters Score -438365.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -438466.187500 Penalty: 4013.902588
	Iteration 3Q: 3 clusters Score -438466.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -438523.312500 Penalty: 4013.902588
	Iteration 4Q: 3 clusters Score -438523.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -438561.031250 Penalty: 4013.902588
	Iteration 5Q: 3 clusters Score -438561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -438589.468750 Penalty: 4013.902588
	Iteration 6Q: 3 clusters Score -438589.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -438611.093750 Penalty: 4013.902588
	Iteration 7Q: 3 clusters Score -438611.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -438629.562500 Penalty: 4013.902588
	Iteration 8Q: 3 clusters Score -438629.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -438643.875000 Penalty: 4013.902588
	Iteration 9Q: 3 clusters Score -438643.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -438663.125000 Penalty: 4013.902588
	Iteration 10Q: 3 clusters Score -438663.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -438686.750000 Penalty: 4013.902588
	Iteration 11Q: 3 clusters Score -438686.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -438711.843750 Penalty: 4013.902588
	Iteration 12Q: 3 clusters Score -438711.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -438734.687500 Penalty: 4013.902588
	Iteration 13Q: 3 clusters Score -438734.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438753.843750 Penalty: 4013.902588
	Iteration 14Q: 3 clusters Score -438753.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -438770.687500 Penalty: 4013.902588
	Iteration 15Q: 3 clusters Score -438770.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -438785.468750 Penalty: 4013.902588
	Iteration 16Q: 3 clusters Score -438785.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -438795.562500 Penalty: 4013.902588
	Iteration 17Q: 3 clusters Score -438795.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438804.500000 Penalty: 4013.902588
	Iteration 18Q: 3 clusters Score -438804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -438810.625000 Penalty: 4013.902588
	Iteration 19Q: 3 clusters Score -438810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -438816.687500 Penalty: 4013.902588
	Iteration 20F: 3 clusters Score -438816.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -438823.781250 Penalty: 4013.902588
	Iteration 21Q: 3 clusters Score -438823.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -438826.687500 Penalty: 4013.902588
	Iteration 22Q: 3 clusters Score -438826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -438829.687500 Penalty: 4013.902588
	Iteration 23Q: 3 clusters Score -438829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -438832.468750 Penalty: 4013.902588
	Iteration 24Q: 3 clusters Score -438832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -438833.593750 Penalty: 4013.902588
	Iteration 25Q: 3 clusters Score -438833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -438834.437500 Penalty: 4013.902588
	Iteration 26Q: 3 clusters Score -438834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -438835.812500 Penalty: 4013.902588
	Iteration 27Q: 3 clusters Score -438835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -438838.312500 Penalty: 4013.902588
	Iteration 28Q: 3 clusters Score -438838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -438838.531250 Penalty: 4013.902588
	Iteration 29Q: 3 clusters Score -438838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -438839.187500 Penalty: 4013.902588
	Iteration 30Q: 3 clusters Score -438839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -438839.187500 Penalty: 4013.902588
	Iteration 31F: 3 clusters Score -438839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (181428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181428 members 
Entering Unmasked Estep 
Score: -24085002.000000 Penalty: 3002.936279
	Iteration 0F: 2 clusters Score -2.4085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -23967614.000000 Penalty: 6005.872559
	Iteration 0F: 3 clusters Score -2.396761e+07 nChanged 87064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -24017338.000000 Penalty: 6005.872559
	Iteration 1F: 3 clusters Score -2.401734e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -24018102.000000 Penalty: 6005.872559
	Iteration 2Q: 3 clusters Score -2.40181e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -24018882.000000 Penalty: 6005.872559
	Iteration 3Q: 3 clusters Score -2.401888e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -24019782.000000 Penalty: 6005.872559
	Iteration 4Q: 3 clusters Score -2.401978e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -24020926.000000 Penalty: 6005.872559
	Iteration 5Q: 3 clusters Score -2.402093e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -24022548.000000 Penalty: 6005.872559
	Iteration 6Q: 3 clusters Score -2.402255e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106876 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -24025470.000000 Penalty: 6005.872559
	Iteration 7Q: 3 clusters Score -2.402547e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -24030690.000000 Penalty: 6005.872559
	Iteration 8F: 3 clusters Score -2.403069e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -24039144.000000 Penalty: 6005.872559
	Iteration 9F: 3 clusters Score -2.403914e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -24049952.000000 Penalty: 6005.872559
	Iteration 10F: 3 clusters Score -2.404995e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -24060846.000000 Penalty: 6005.872559
	Iteration 11F: 3 clusters Score -2.406085e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -24069244.000000 Penalty: 6005.872559
	Iteration 12F: 3 clusters Score -2.406924e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -24074940.000000 Penalty: 6005.872559
	Iteration 13Q: 3 clusters Score -2.407494e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172857 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -24078288.000000 Penalty: 6005.872559
	Iteration 14Q: 3 clusters Score -2.407829e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175543 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -24080170.000000 Penalty: 6005.872559
	Iteration 15Q: 3 clusters Score -2.408017e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -24081306.000000 Penalty: 6005.872559
	Iteration 16Q: 3 clusters Score -2.408131e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178125 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -24081764.000000 Penalty: 6005.872559
	Iteration 17Q: 3 clusters Score -2.408176e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -24082018.000000 Penalty: 6005.872559
	Iteration 18Q: 3 clusters Score -2.408202e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179095 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24082198.000000 Penalty: 6005.872559
	Iteration 19Q: 3 clusters Score -2.40822e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24082400.000000 Penalty: 6005.872559
	Iteration 20F: 3 clusters Score -2.40824e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -24082524.000000 Penalty: 6005.872559
	Iteration 21Q: 3 clusters Score -2.408252e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179726 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -24082586.000000 Penalty: 6005.872559
	Iteration 22Q: 3 clusters Score -2.408259e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24082614.000000 Penalty: 6005.872559
	Iteration 23Q: 3 clusters Score -2.408261e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -24082654.000000 Penalty: 6005.872559
	Iteration 24Q: 3 clusters Score -2.408265e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -24082714.000000 Penalty: 6005.872559
	Iteration 25Q: 3 clusters Score -2.408271e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180075 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24082710.000000 Penalty: 6005.872559
	Iteration 26Q: 3 clusters Score -2.408271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180116 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24082708.000000 Penalty: 6005.872559
	Iteration 27Q: 3 clusters Score -2.408271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24082710.000000 Penalty: 6005.872559
	Iteration 28Q: 3 clusters Score -2.408271e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180204 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -24082710.000000 Penalty: 6005.872559
	Iteration 29Q: 3 clusters Score -2.408271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180238 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -24082702.000000 Penalty: 6005.872559
	Iteration 30Q: 3 clusters Score -2.40827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180267 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -24082684.000000 Penalty: 6005.872559
	Iteration 31Q: 3 clusters Score -2.408268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24082730.000000 Penalty: 6005.872559
	Iteration 32Q: 3 clusters Score -2.408273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180319 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24082722.000000 Penalty: 6005.872559
	Iteration 33Q: 3 clusters Score -2.408272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180329 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -24082718.000000 Penalty: 6005.872559
	Iteration 34Q: 3 clusters Score -2.408272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180341 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -24082722.000000 Penalty: 6005.872559
	Iteration 35Q: 3 clusters Score -2.408272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -24082732.000000 Penalty: 6005.872559
	Iteration 36Q: 3 clusters Score -2.408273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24082730.000000 Penalty: 6005.872559
	Iteration 37Q: 3 clusters Score -2.408273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180375 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24082734.000000 Penalty: 6005.872559
	Iteration 38Q: 3 clusters Score -2.408273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -24082730.000000 Penalty: 6005.872559
	Iteration 39Q: 3 clusters Score -2.408273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -24082748.000000 Penalty: 6005.872559
	Iteration 40F: 3 clusters Score -2.408275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180390 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -24082758.000000 Penalty: 6005.872559
	Iteration 41Q: 3 clusters Score -2.408276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24082762.000000 Penalty: 6005.872559
	Iteration 42Q: 3 clusters Score -2.408276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180405 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -24082748.000000 Penalty: 6005.872559
	Iteration 43Q: 3 clusters Score -2.408275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24082766.000000 Penalty: 6005.872559
	Iteration 44Q: 3 clusters Score -2.408277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24082760.000000 Penalty: 6005.872559
	Iteration 45Q: 3 clusters Score -2.408276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180428 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24082740.000000 Penalty: 6005.872559
	Iteration 46Q: 3 clusters Score -2.408274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -24082736.000000 Penalty: 6005.872559
	Iteration 47Q: 3 clusters Score -2.408274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24082736.000000 Penalty: 6005.872559
	Iteration 48Q: 3 clusters Score -2.408274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -24082738.000000 Penalty: 6005.872559
	Iteration 49Q: 3 clusters Score -2.408274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24082748.000000 Penalty: 6005.872559
	Iteration 50Q: 3 clusters Score -2.408275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24082748.000000 Penalty: 6005.872559
	Iteration 51Q: 3 clusters Score -2.408275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -24082758.000000 Penalty: 6005.872559
	Iteration 52Q: 3 clusters Score -2.408276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -24082736.000000 Penalty: 6005.872559
	Iteration 53Q: 3 clusters Score -2.408274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180484 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24082744.000000 Penalty: 6005.872559
	Iteration 54Q: 3 clusters Score -2.408274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -24082726.000000 Penalty: 6005.872559
	Iteration 55Q: 3 clusters Score -2.408273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -24082732.000000 Penalty: 6005.872559
	Iteration 56Q: 3 clusters Score -2.408273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24082726.000000 Penalty: 6005.872559
	Iteration 57Q: 3 clusters Score -2.408273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24082726.000000 Penalty: 6005.872559
	Iteration 58F: 3 clusters Score -2.408273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -123659.328125 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -123659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121720.703125 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -121720.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -122287.625000 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -122287.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -122734.937500 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -122734.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -123332.023438 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -123332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -123625.054688 Penalty: 3460.731689
	Iteration 4F: 3 clusters Score -123625.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -123837.351562 Penalty: 3460.731689
	Iteration 5F: 3 clusters Score -123837.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -123943.257812 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -123943.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -123988.789062 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -123988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -124014.257812 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -124014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -124031.257812 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -124031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -124036.914062 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -124036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -124038.953125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -124039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -124041.445312 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -124041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -124044.171875 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -124044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -124049.445312 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -124049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -124050.273438 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -124050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -124050.273438 Penalty: 3460.731689
	Iteration 16F: 3 clusters Score -124050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54253 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 181428 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 92237 members 
Mstep: Class 14 contains 153501 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 120884 members 
Entering Unmasked Estep 
Score: -135251872.000000 Penalty: 65258.660156
Splitting cluster 12 changes total score from -135252912.000000 to -135251872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (92237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Entering Unmasked Estep 
Score: -12360102.000000 Penalty: 2835.164795
	Iteration 0F: 2 clusters Score -1.23601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -12298770.000000 Penalty: 5670.329590
	Iteration 0F: 3 clusters Score -1.229877e+07 nChanged 43568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -12323085.000000 Penalty: 5670.329590
	Iteration 1F: 3 clusters Score -1.232308e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -12323812.000000 Penalty: 5670.329590
	Iteration 2Q: 3 clusters Score -1.232381e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -12324611.000000 Penalty: 5670.329590
	Iteration 3Q: 3 clusters Score -1.232461e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -12325609.000000 Penalty: 5670.329590
	Iteration 4Q: 3 clusters Score -1.232561e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -12326858.000000 Penalty: 5670.329590
	Iteration 5Q: 3 clusters Score -1.232686e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -12328765.000000 Penalty: 5670.329590
	Iteration 6Q: 3 clusters Score -1.232876e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -12331252.000000 Penalty: 5670.329590
	Iteration 7Q: 3 clusters Score -1.233125e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -12334484.000000 Penalty: 5670.329590
	Iteration 8F: 3 clusters Score -1.233448e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -12338281.000000 Penalty: 5670.329590
	Iteration 9F: 3 clusters Score -1.233828e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -12342073.000000 Penalty: 5670.329590
	Iteration 10F: 3 clusters Score -1.234207e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -12344837.000000 Penalty: 5670.329590
	Iteration 11F: 3 clusters Score -1.234484e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -12346522.000000 Penalty: 5670.329590
	Iteration 12Q: 3 clusters Score -1.234652e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -12347372.000000 Penalty: 5670.329590
	Iteration 13Q: 3 clusters Score -1.234737e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -12347955.000000 Penalty: 5670.329590
	Iteration 14Q: 3 clusters Score -1.234796e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -12348323.000000 Penalty: 5670.329590
	Iteration 15Q: 3 clusters Score -1.234832e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -12348620.000000 Penalty: 5670.329590
	Iteration 16Q: 3 clusters Score -1.234862e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -12349005.000000 Penalty: 5670.329590
	Iteration 17Q: 3 clusters Score -1.2349e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -12349507.000000 Penalty: 5670.329590
	Iteration 18Q: 3 clusters Score -1.234951e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -12350044.000000 Penalty: 5670.329590
	Iteration 19Q: 3 clusters Score -1.235004e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -12350616.000000 Penalty: 5670.329590
	Iteration 20F: 3 clusters Score -1.235062e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -12351207.000000 Penalty: 5670.329590
	Iteration 21Q: 3 clusters Score -1.235121e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -12351766.000000 Penalty: 5670.329590
	Iteration 22Q: 3 clusters Score -1.235177e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -12352409.000000 Penalty: 5670.329590
	Iteration 23Q: 3 clusters Score -1.235241e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -12353068.000000 Penalty: 5670.329590
	Iteration 24Q: 3 clusters Score -1.235307e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -12353744.000000 Penalty: 5670.329590
	Iteration 25Q: 3 clusters Score -1.235374e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -12354410.000000 Penalty: 5670.329590
	Iteration 26Q: 3 clusters Score -1.235441e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -12354972.000000 Penalty: 5670.329590
	Iteration 27Q: 3 clusters Score -1.235497e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -12355505.000000 Penalty: 5670.329590
	Iteration 28Q: 3 clusters Score -1.23555e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -12355939.000000 Penalty: 5670.329590
	Iteration 29Q: 3 clusters Score -1.235594e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -12356312.000000 Penalty: 5670.329590
	Iteration 30Q: 3 clusters Score -1.235631e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -12356619.000000 Penalty: 5670.329590
	Iteration 31Q: 3 clusters Score -1.235662e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -12356824.000000 Penalty: 5670.329590
	Iteration 32Q: 3 clusters Score -1.235682e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -12357026.000000 Penalty: 5670.329590
	Iteration 33Q: 3 clusters Score -1.235703e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -12357182.000000 Penalty: 5670.329590
	Iteration 34Q: 3 clusters Score -1.235718e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -12357279.000000 Penalty: 5670.329590
	Iteration 35Q: 3 clusters Score -1.235728e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -12357378.000000 Penalty: 5670.329590
	Iteration 36Q: 3 clusters Score -1.235738e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -12357432.000000 Penalty: 5670.329590
	Iteration 37Q: 3 clusters Score -1.235743e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -12357505.000000 Penalty: 5670.329590
	Iteration 38Q: 3 clusters Score -1.23575e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -12357523.000000 Penalty: 5670.329590
	Iteration 39Q: 3 clusters Score -1.235752e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -12357556.000000 Penalty: 5670.329590
	Iteration 40F: 3 clusters Score -1.235756e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -12357588.000000 Penalty: 5670.329590
	Iteration 41Q: 3 clusters Score -1.235759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -12357611.000000 Penalty: 5670.329590
	Iteration 42Q: 3 clusters Score -1.235761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -12357611.000000 Penalty: 5670.329590
	Iteration 43Q: 3 clusters Score -1.235761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -12357603.000000 Penalty: 5670.329590
	Iteration 44Q: 3 clusters Score -1.23576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -12357618.000000 Penalty: 5670.329590
	Iteration 45Q: 3 clusters Score -1.235762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -12357634.000000 Penalty: 5670.329590
	Iteration 46Q: 3 clusters Score -1.235763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -12357635.000000 Penalty: 5670.329590
	Iteration 47Q: 3 clusters Score -1.235764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -12357633.000000 Penalty: 5670.329590
	Iteration 48Q: 3 clusters Score -1.235763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -12357644.000000 Penalty: 5670.329590
	Iteration 49Q: 3 clusters Score -1.235764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -12357633.000000 Penalty: 5670.329590
	Iteration 50Q: 3 clusters Score -1.235763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -12357643.000000 Penalty: 5670.329590
	Iteration 51Q: 3 clusters Score -1.235764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -12357646.000000 Penalty: 5670.329590
	Iteration 52Q: 3 clusters Score -1.235765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -12357646.000000 Penalty: 5670.329590
	Iteration 53Q: 3 clusters Score -1.235765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -12357650.000000 Penalty: 5670.329590
	Iteration 54Q: 3 clusters Score -1.235765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -12357661.000000 Penalty: 5670.329590
	Iteration 55Q: 3 clusters Score -1.235766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12357652.000000 Penalty: 5670.329590
	Iteration 56Q: 3 clusters Score -1.235765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -12357650.000000 Penalty: 5670.329590
	Iteration 57Q: 3 clusters Score -1.235765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -12357665.000000 Penalty: 5670.329590
	Iteration 58Q: 3 clusters Score -1.235766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -12357665.000000 Penalty: 5670.329590
	Iteration 59Q: 3 clusters Score -1.235766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -12357663.000000 Penalty: 5670.329590
	Iteration 60F: 3 clusters Score -1.235766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -12357672.000000 Penalty: 5670.329590
	Iteration 61Q: 3 clusters Score -1.235767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -12357668.000000 Penalty: 5670.329590
	Iteration 62Q: 3 clusters Score -1.235767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -12357677.000000 Penalty: 5670.329590
	Iteration 63Q: 3 clusters Score -1.235768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -12357665.000000 Penalty: 5670.329590
	Iteration 64Q: 3 clusters Score -1.235766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -12357666.000000 Penalty: 5670.329590
	Iteration 65Q: 3 clusters Score -1.235767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -12357664.000000 Penalty: 5670.329590
	Iteration 66Q: 3 clusters Score -1.235766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -12357670.000000 Penalty: 5670.329590
	Iteration 67Q: 3 clusters Score -1.235767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -12357680.000000 Penalty: 5670.329590
	Iteration 68Q: 3 clusters Score -1.235768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -12357672.000000 Penalty: 5670.329590
	Iteration 69Q: 3 clusters Score -1.235767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -12357675.000000 Penalty: 5670.329590
	Iteration 70Q: 3 clusters Score -1.235768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -12357677.000000 Penalty: 5670.329590
	Iteration 71Q: 3 clusters Score -1.235768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -12357675.000000 Penalty: 5670.329590
	Iteration 72Q: 3 clusters Score -1.235768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91452 members 
Entering Unmasked Estep 
Score: -12357677.000000 Penalty: 5670.329590
	Iteration 73Q: 3 clusters Score -1.235768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -12357683.000000 Penalty: 5670.329590
	Iteration 74Q: 3 clusters Score -1.235768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -12357687.000000 Penalty: 5670.329590
	Iteration 75Q: 3 clusters Score -1.235769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -12357681.000000 Penalty: 5670.329590
	Iteration 76Q: 3 clusters Score -1.235768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -12357693.000000 Penalty: 5670.329590
	Iteration 77Q: 3 clusters Score -1.235769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -12357683.000000 Penalty: 5670.329590
	Iteration 78Q: 3 clusters Score -1.235768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -12357685.000000 Penalty: 5670.329590
	Iteration 79Q: 3 clusters Score -1.235768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -12357687.000000 Penalty: 5670.329590
	Iteration 80F: 3 clusters Score -1.235769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -12357689.000000 Penalty: 5670.329590
	Iteration 81Q: 3 clusters Score -1.235769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -12357690.000000 Penalty: 5670.329590
	Iteration 82Q: 3 clusters Score -1.235769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -12357692.000000 Penalty: 5670.329590
	Iteration 83Q: 3 clusters Score -1.235769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -12357697.000000 Penalty: 5670.329590
	Iteration 84Q: 3 clusters Score -1.23577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -12357695.000000 Penalty: 5670.329590
	Iteration 85Q: 3 clusters Score -1.23577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -12357693.000000 Penalty: 5670.329590
	Iteration 86Q: 3 clusters Score -1.235769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -12357695.000000 Penalty: 5670.329590
	Iteration 87Q: 3 clusters Score -1.23577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -12357698.000000 Penalty: 5670.329590
	Iteration 88Q: 3 clusters Score -1.23577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -12357698.000000 Penalty: 5670.329590
	Iteration 89F: 3 clusters Score -1.23577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Entering Unmasked Estep 
Score: -20485194.000000 Penalty: 2961.482666
	Iteration 0F: 2 clusters Score -2.048519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -20383604.000000 Penalty: 5922.965332
	Iteration 0F: 3 clusters Score -2.03836e+07 nChanged 73203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -20427080.000000 Penalty: 5922.965332
	Iteration 1F: 3 clusters Score -2.042708e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -20429722.000000 Penalty: 5922.965332
	Iteration 2Q: 3 clusters Score -2.042972e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -20435028.000000 Penalty: 5922.965332
	Iteration 3F: 3 clusters Score -2.043503e+07 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -20444216.000000 Penalty: 5922.965332
	Iteration 4F: 3 clusters Score -2.044422e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -20457714.000000 Penalty: 5922.965332
	Iteration 5F: 3 clusters Score -2.045771e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -20471046.000000 Penalty: 5922.965332
	Iteration 6F: 3 clusters Score -2.047105e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148387 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -20478564.000000 Penalty: 5922.965332
	Iteration 7F: 3 clusters Score -2.047856e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20481318.000000 Penalty: 5922.965332
	Iteration 8Q: 3 clusters Score -2.048132e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20482060.000000 Penalty: 5922.965332
	Iteration 9Q: 3 clusters Score -2.048206e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20482410.000000 Penalty: 5922.965332
	Iteration 10Q: 3 clusters Score -2.048241e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20482558.000000 Penalty: 5922.965332
	Iteration 11Q: 3 clusters Score -2.048256e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20482664.000000 Penalty: 5922.965332
	Iteration 12Q: 3 clusters Score -2.048266e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20482684.000000 Penalty: 5922.965332
	Iteration 13Q: 3 clusters Score -2.048268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20482722.000000 Penalty: 5922.965332
	Iteration 14Q: 3 clusters Score -2.048272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20482768.000000 Penalty: 5922.965332
	Iteration 15Q: 3 clusters Score -2.048277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20482794.000000 Penalty: 5922.965332
	Iteration 16Q: 3 clusters Score -2.048279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20482788.000000 Penalty: 5922.965332
	Iteration 17Q: 3 clusters Score -2.048279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -20482810.000000 Penalty: 5922.965332
	Iteration 18Q: 3 clusters Score -2.048281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20482820.000000 Penalty: 5922.965332
	Iteration 19Q: 3 clusters Score -2.048282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20482832.000000 Penalty: 5922.965332
	Iteration 20F: 3 clusters Score -2.048283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20482832.000000 Penalty: 5922.965332
	Iteration 21Q: 3 clusters Score -2.048283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20482830.000000 Penalty: 5922.965332
	Iteration 22Q: 3 clusters Score -2.048283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 5922.965332
	Iteration 23Q: 3 clusters Score -2.048285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20482828.000000 Penalty: 5922.965332
	Iteration 24Q: 3 clusters Score -2.048283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20482838.000000 Penalty: 5922.965332
	Iteration 25Q: 3 clusters Score -2.048284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -20482842.000000 Penalty: 5922.965332
	Iteration 26Q: 3 clusters Score -2.048284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20482836.000000 Penalty: 5922.965332
	Iteration 27Q: 3 clusters Score -2.048284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20482834.000000 Penalty: 5922.965332
	Iteration 28Q: 3 clusters Score -2.048283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20482842.000000 Penalty: 5922.965332
	Iteration 29Q: 3 clusters Score -2.048284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20482848.000000 Penalty: 5922.965332
	Iteration 30Q: 3 clusters Score -2.048285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 5922.965332
	Iteration 31Q: 3 clusters Score -2.048285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20482846.000000 Penalty: 5922.965332
	Iteration 32F: 3 clusters Score -2.048285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -1883764.625000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -1883765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1873442.375000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1873442 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1876654.000000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -1876654 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1876979.125000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -1876979 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1877248.625000 Penalty: 4741.240723
	Iteration 3Q: 3 clusters Score -1877249 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1877576.000000 Penalty: 4741.240723
	Iteration 4Q: 3 clusters Score -1877576 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1877954.500000 Penalty: 4741.240723
	Iteration 5Q: 3 clusters Score -1877954 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1878385.750000 Penalty: 4741.240723
	Iteration 6Q: 3 clusters Score -1878386 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1878830.875000 Penalty: 4741.240723
	Iteration 7Q: 3 clusters Score -1878831 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1879281.625000 Penalty: 4741.240723
	Iteration 8F: 3 clusters Score -1879282 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1879699.750000 Penalty: 4741.240723
	Iteration 9Q: 3 clusters Score -1879700 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1880051.875000 Penalty: 4741.240723
	Iteration 10Q: 3 clusters Score -1880052 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1880317.875000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -1880318 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1880529.000000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -1880529 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1880648.625000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -1880649 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1880722.750000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -1880723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1880778.500000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -1880778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1880812.125000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -1880812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1880847.375000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -1880847 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1880882.250000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -1880882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1880903.875000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -1880904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1880917.625000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -1880918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1880933.875000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -1880934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1880952.375000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -1880952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1880959.500000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -1880960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1880974.375000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -1880974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1880982.750000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -1880983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1880996.125000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -1880996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1881007.125000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -1881007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1881016.125000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -1881016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1881028.875000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -1881029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1881040.625000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -1881041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1881047.875000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -1881048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1881052.875000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -1881053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1881067.250000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -1881067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1881072.625000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -1881073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1881075.750000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -1881076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1881078.625000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -1881079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1881087.750000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -1881088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1881094.000000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -1881094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1881105.125000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -1881105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1881107.750000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -1881108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1881117.250000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -1881117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1881127.000000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -1881127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1881133.750000 Penalty: 4741.240723
	Iteration 43Q: 3 clusters Score -1881134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1881143.500000 Penalty: 4741.240723
	Iteration 44Q: 3 clusters Score -1881144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1881147.375000 Penalty: 4741.240723
	Iteration 45Q: 3 clusters Score -1881147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1881160.250000 Penalty: 4741.240723
	Iteration 46Q: 3 clusters Score -1881160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1881168.125000 Penalty: 4741.240723
	Iteration 47Q: 3 clusters Score -1881168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1881167.875000 Penalty: 4741.240723
	Iteration 48Q: 3 clusters Score -1881168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1881174.125000 Penalty: 4741.240723
	Iteration 49Q: 3 clusters Score -1881174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1881183.125000 Penalty: 4741.240723
	Iteration 50Q: 3 clusters Score -1881183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1881186.250000 Penalty: 4741.240723
	Iteration 51Q: 3 clusters Score -1881186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1881195.250000 Penalty: 4741.240723
	Iteration 52Q: 3 clusters Score -1881195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1881202.125000 Penalty: 4741.240723
	Iteration 53Q: 3 clusters Score -1881202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1881209.625000 Penalty: 4741.240723
	Iteration 54Q: 3 clusters Score -1881210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1881218.375000 Penalty: 4741.240723
	Iteration 55Q: 3 clusters Score -1881218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1881226.625000 Penalty: 4741.240723
	Iteration 56Q: 3 clusters Score -1881227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1881238.125000 Penalty: 4741.240723
	Iteration 57Q: 3 clusters Score -1881238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1881248.000000 Penalty: 4741.240723
	Iteration 58Q: 3 clusters Score -1881248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1881262.875000 Penalty: 4741.240723
	Iteration 59Q: 3 clusters Score -1881263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1881274.625000 Penalty: 4741.240723
	Iteration 60F: 3 clusters Score -1881275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1881287.000000 Penalty: 4741.240723
	Iteration 61Q: 3 clusters Score -1881287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1881299.750000 Penalty: 4741.240723
	Iteration 62Q: 3 clusters Score -1881300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1881311.375000 Penalty: 4741.240723
	Iteration 63Q: 3 clusters Score -1881311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1881326.125000 Penalty: 4741.240723
	Iteration 64Q: 3 clusters Score -1881326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1881343.750000 Penalty: 4741.240723
	Iteration 65Q: 3 clusters Score -1881344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1881363.500000 Penalty: 4741.240723
	Iteration 66Q: 3 clusters Score -1881364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1881374.625000 Penalty: 4741.240723
	Iteration 67Q: 3 clusters Score -1881375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1881384.125000 Penalty: 4741.240723
	Iteration 68Q: 3 clusters Score -1881384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1881392.375000 Penalty: 4741.240723
	Iteration 69Q: 3 clusters Score -1881392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1881404.125000 Penalty: 4741.240723
	Iteration 70Q: 3 clusters Score -1881404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1881410.875000 Penalty: 4741.240723
	Iteration 71Q: 3 clusters Score -1881411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1881431.375000 Penalty: 4741.240723
	Iteration 72Q: 3 clusters Score -1881431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1881442.000000 Penalty: 4741.240723
	Iteration 73Q: 3 clusters Score -1881442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1881454.625000 Penalty: 4741.240723
	Iteration 74Q: 3 clusters Score -1881455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1881467.625000 Penalty: 4741.240723
	Iteration 75Q: 3 clusters Score -1881468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1881482.750000 Penalty: 4741.240723
	Iteration 76Q: 3 clusters Score -1881483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1881489.250000 Penalty: 4741.240723
	Iteration 77Q: 3 clusters Score -1881489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1881501.500000 Penalty: 4741.240723
	Iteration 78Q: 3 clusters Score -1881502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1881513.250000 Penalty: 4741.240723
	Iteration 79Q: 3 clusters Score -1881513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1881525.500000 Penalty: 4741.240723
	Iteration 80F: 3 clusters Score -1881526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1881534.250000 Penalty: 4741.240723
	Iteration 81Q: 3 clusters Score -1881534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1881542.625000 Penalty: 4741.240723
	Iteration 82Q: 3 clusters Score -1881543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1881555.125000 Penalty: 4741.240723
	Iteration 83Q: 3 clusters Score -1881555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1881566.750000 Penalty: 4741.240723
	Iteration 84Q: 3 clusters Score -1881567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1881572.750000 Penalty: 4741.240723
	Iteration 85Q: 3 clusters Score -1881573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1881582.875000 Penalty: 4741.240723
	Iteration 86Q: 3 clusters Score -1881583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1881591.625000 Penalty: 4741.240723
	Iteration 87Q: 3 clusters Score -1881592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1881603.625000 Penalty: 4741.240723
	Iteration 88Q: 3 clusters Score -1881604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1881616.500000 Penalty: 4741.240723
	Iteration 89Q: 3 clusters Score -1881616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1881625.500000 Penalty: 4741.240723
	Iteration 90Q: 3 clusters Score -1881626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1881630.500000 Penalty: 4741.240723
	Iteration 91Q: 3 clusters Score -1881630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1881645.000000 Penalty: 4741.240723
	Iteration 92Q: 3 clusters Score -1881645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1881649.625000 Penalty: 4741.240723
	Iteration 93Q: 3 clusters Score -1881650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1881667.625000 Penalty: 4741.240723
	Iteration 94Q: 3 clusters Score -1881668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1881676.500000 Penalty: 4741.240723
	Iteration 95Q: 3 clusters Score -1881676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1881679.250000 Penalty: 4741.240723
	Iteration 96Q: 3 clusters Score -1881679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1881685.125000 Penalty: 4741.240723
	Iteration 97Q: 3 clusters Score -1881685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1881690.875000 Penalty: 4741.240723
	Iteration 98Q: 3 clusters Score -1881691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1881701.500000 Penalty: 4741.240723
	Iteration 99Q: 3 clusters Score -1881702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1881704.875000 Penalty: 4741.240723
	Iteration 100F: 3 clusters Score -1881705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1881709.375000 Penalty: 4741.240723
	Iteration 101Q: 3 clusters Score -1881709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1881719.125000 Penalty: 4741.240723
	Iteration 102Q: 3 clusters Score -1881719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1881727.250000 Penalty: 4741.240723
	Iteration 103Q: 3 clusters Score -1881727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1881727.000000 Penalty: 4741.240723
	Iteration 104Q: 3 clusters Score -1881727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1881734.125000 Penalty: 4741.240723
	Iteration 105Q: 3 clusters Score -1881734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1881739.250000 Penalty: 4741.240723
	Iteration 106Q: 3 clusters Score -1881739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1881746.375000 Penalty: 4741.240723
	Iteration 107Q: 3 clusters Score -1881746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1881745.125000 Penalty: 4741.240723
	Iteration 108Q: 3 clusters Score -1881745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1881747.000000 Penalty: 4741.240723
	Iteration 109Q: 3 clusters Score -1881747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1881753.750000 Penalty: 4741.240723
	Iteration 110Q: 3 clusters Score -1881754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1881756.250000 Penalty: 4741.240723
	Iteration 111Q: 3 clusters Score -1881756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1881760.000000 Penalty: 4741.240723
	Iteration 112Q: 3 clusters Score -1881760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1881764.250000 Penalty: 4741.240723
	Iteration 113Q: 3 clusters Score -1881764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1881772.750000 Penalty: 4741.240723
	Iteration 114Q: 3 clusters Score -1881773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1881779.000000 Penalty: 4741.240723
	Iteration 115Q: 3 clusters Score -1881779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1881782.000000 Penalty: 4741.240723
	Iteration 116Q: 3 clusters Score -1881782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1881783.000000 Penalty: 4741.240723
	Iteration 117Q: 3 clusters Score -1881783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1881786.000000 Penalty: 4741.240723
	Iteration 118Q: 3 clusters Score -1881786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1881783.125000 Penalty: 4741.240723
	Iteration 119Q: 3 clusters Score -1881783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1881788.250000 Penalty: 4741.240723
	Iteration 120F: 3 clusters Score -1881788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1881796.625000 Penalty: 4741.240723
	Iteration 121Q: 3 clusters Score -1881797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1881803.250000 Penalty: 4741.240723
	Iteration 122Q: 3 clusters Score -1881803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1881801.625000 Penalty: 4741.240723
	Iteration 123Q: 3 clusters Score -1881802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1881805.250000 Penalty: 4741.240723
	Iteration 124Q: 3 clusters Score -1881805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1881804.250000 Penalty: 4741.240723
	Iteration 125Q: 3 clusters Score -1881804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1881804.000000 Penalty: 4741.240723
	Iteration 126Q: 3 clusters Score -1881804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1881807.625000 Penalty: 4741.240723
	Iteration 127Q: 3 clusters Score -1881808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1881809.000000 Penalty: 4741.240723
	Iteration 128Q: 3 clusters Score -1881809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1881810.125000 Penalty: 4741.240723
	Iteration 129Q: 3 clusters Score -1881810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1881811.125000 Penalty: 4741.240723
	Iteration 130Q: 3 clusters Score -1881811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1881807.625000 Penalty: 4741.240723
	Iteration 131Q: 3 clusters Score -1881808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1881811.000000 Penalty: 4741.240723
	Iteration 132Q: 3 clusters Score -1881811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1881814.250000 Penalty: 4741.240723
	Iteration 133Q: 3 clusters Score -1881814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1881816.250000 Penalty: 4741.240723
	Iteration 134Q: 3 clusters Score -1881816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1881816.250000 Penalty: 4741.240723
	Iteration 135F: 3 clusters Score -1881816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Entering Unmasked Estep 
Score: -2919113.000000 Penalty: 2490.380371
	Iteration 0F: 2 clusters Score -2919113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2903131.000000 Penalty: 4980.760742
	Iteration 0F: 3 clusters Score -2903131 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2908608.500000 Penalty: 4980.760742
	Iteration 1F: 3 clusters Score -2908608 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2909082.500000 Penalty: 4980.760742
	Iteration 2F: 3 clusters Score -2909082 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2909525.000000 Penalty: 4980.760742
	Iteration 3Q: 3 clusters Score -2909525 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2910001.000000 Penalty: 4980.760742
	Iteration 4Q: 3 clusters Score -2910001 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2910520.250000 Penalty: 4980.760742
	Iteration 5Q: 3 clusters Score -2910520 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2911231.500000 Penalty: 4980.760742
	Iteration 6F: 3 clusters Score -2911232 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2912080.750000 Penalty: 4980.760742
	Iteration 7F: 3 clusters Score -2912081 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2913047.000000 Penalty: 4980.760742
	Iteration 8F: 3 clusters Score -2913047 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2914137.750000 Penalty: 4980.760742
	Iteration 9F: 3 clusters Score -2914138 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2915228.750000 Penalty: 4980.760742
	Iteration 10F: 3 clusters Score -2915229 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2916144.500000 Penalty: 4980.760742
	Iteration 11Q: 3 clusters Score -2916144 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2916685.250000 Penalty: 4980.760742
	Iteration 12Q: 3 clusters Score -2916685 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2916983.500000 Penalty: 4980.760742
	Iteration 13Q: 3 clusters Score -2916984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2917145.250000 Penalty: 4980.760742
	Iteration 14Q: 3 clusters Score -2917145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2917243.000000 Penalty: 4980.760742
	Iteration 15Q: 3 clusters Score -2917243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2917302.000000 Penalty: 4980.760742
	Iteration 16Q: 3 clusters Score -2917302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2917334.000000 Penalty: 4980.760742
	Iteration 17Q: 3 clusters Score -2917334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2917337.250000 Penalty: 4980.760742
	Iteration 18Q: 3 clusters Score -2917337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2917340.000000 Penalty: 4980.760742
	Iteration 19Q: 3 clusters Score -2917340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2917339.250000 Penalty: 4980.760742
	Iteration 20F: 3 clusters Score -2917339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2917350.250000 Penalty: 4980.760742
	Iteration 21Q: 3 clusters Score -2917350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2917347.500000 Penalty: 4980.760742
	Iteration 22Q: 3 clusters Score -2917348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2917347.500000 Penalty: 4980.760742
	Iteration 23F: 3 clusters Score -2917348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Entering Unmasked Estep 
Score: -16128473.000000 Penalty: 2902.241699
	Iteration 0F: 2 clusters Score -1.612847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -16047763.000000 Penalty: 5804.483398
	Iteration 0F: 3 clusters Score -1.604776e+07 nChanged 57282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -16080826.000000 Penalty: 5804.483398
	Iteration 1F: 3 clusters Score -1.608083e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -16081523.000000 Penalty: 5804.483398
	Iteration 2Q: 3 clusters Score -1.608152e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -16082140.000000 Penalty: 5804.483398
	Iteration 3Q: 3 clusters Score -1.608214e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -16083217.000000 Penalty: 5804.483398
	Iteration 4Q: 3 clusters Score -1.608322e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -16084720.000000 Penalty: 5804.483398
	Iteration 5Q: 3 clusters Score -1.608472e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -16086926.000000 Penalty: 5804.483398
	Iteration 6Q: 3 clusters Score -1.608693e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -16090692.000000 Penalty: 5804.483398
	Iteration 7F: 3 clusters Score -1.609069e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -16097086.000000 Penalty: 5804.483398
	Iteration 8F: 3 clusters Score -1.609709e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -16105382.000000 Penalty: 5804.483398
	Iteration 9F: 3 clusters Score -1.610538e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -16113785.000000 Penalty: 5804.483398
	Iteration 10F: 3 clusters Score -1.611378e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 113866 members 
Entering Unmasked Estep 
Score: -16119861.000000 Penalty: 5804.483398
	Iteration 11F: 3 clusters Score -1.611986e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -16123257.000000 Penalty: 5804.483398
	Iteration 12Q: 3 clusters Score -1.612326e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 119227 members 
Entering Unmasked Estep 
Score: -16124846.000000 Penalty: 5804.483398
	Iteration 13Q: 3 clusters Score -1.612485e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -16125394.000000 Penalty: 5804.483398
	Iteration 14Q: 3 clusters Score -1.612539e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 120231 members 
Entering Unmasked Estep 
Score: -16125659.000000 Penalty: 5804.483398
	Iteration 15Q: 3 clusters Score -1.612566e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -16125744.000000 Penalty: 5804.483398
	Iteration 16Q: 3 clusters Score -1.612574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 120432 members 
Entering Unmasked Estep 
Score: -16125811.000000 Penalty: 5804.483398
	Iteration 17Q: 3 clusters Score -1.612581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 120475 members 
Entering Unmasked Estep 
Score: -16125859.000000 Penalty: 5804.483398
	Iteration 18Q: 3 clusters Score -1.612586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 120499 members 
Entering Unmasked Estep 
Score: -16125880.000000 Penalty: 5804.483398
	Iteration 19Q: 3 clusters Score -1.612588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -16125898.000000 Penalty: 5804.483398
	Iteration 20F: 3 clusters Score -1.61259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -16125937.000000 Penalty: 5804.483398
	Iteration 21Q: 3 clusters Score -1.612594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -16125929.000000 Penalty: 5804.483398
	Iteration 22Q: 3 clusters Score -1.612593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -16125965.000000 Penalty: 5804.483398
	Iteration 23Q: 3 clusters Score -1.612596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -16125972.000000 Penalty: 5804.483398
	Iteration 24Q: 3 clusters Score -1.612597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -16125974.000000 Penalty: 5804.483398
	Iteration 25Q: 3 clusters Score -1.612597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 120548 members 
Entering Unmasked Estep 
Score: -16125977.000000 Penalty: 5804.483398
	Iteration 26Q: 3 clusters Score -1.612598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -16125988.000000 Penalty: 5804.483398
	Iteration 27Q: 3 clusters Score -1.612599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -16125995.000000 Penalty: 5804.483398
	Iteration 28Q: 3 clusters Score -1.6126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -16125991.000000 Penalty: 5804.483398
	Iteration 29Q: 3 clusters Score -1.612599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -16125994.000000 Penalty: 5804.483398
	Iteration 30Q: 3 clusters Score -1.612599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -16125995.000000 Penalty: 5804.483398
	Iteration 31Q: 3 clusters Score -1.6126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -16125998.000000 Penalty: 5804.483398
	Iteration 32Q: 3 clusters Score -1.6126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -16126003.000000 Penalty: 5804.483398
	Iteration 33Q: 3 clusters Score -1.6126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -16125996.000000 Penalty: 5804.483398
	Iteration 34Q: 3 clusters Score -1.6126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 120551 members 
Entering Unmasked Estep 
Score: -16125993.000000 Penalty: 5804.483398
	Iteration 35Q: 3 clusters Score -1.612599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -16125994.000000 Penalty: 5804.483398
	Iteration 36Q: 3 clusters Score -1.612599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -16125997.000000 Penalty: 5804.483398
	Iteration 37Q: 3 clusters Score -1.6126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120549 members 
Entering Unmasked Estep 
Score: -16125997.000000 Penalty: 5804.483398
	Iteration 38F: 3 clusters Score -1.6126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 157162 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54253 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 181428 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92237 members 
Mstep: Class 14 contains 153501 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 120884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253056.000000 Penalty: 61823.992188
Iteration 79Q: 19 clusters Score -1.352531e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158531 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 22614 members 
Mstep: Class 4 contains 157028 members 
Mstep: Class 5 contains 43623 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 54204 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 181455 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92315 members 
Mstep: Class 14 contains 153141 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 18 contains 22983 members 
Mstep: Class 19 contains 121032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135252704.000000 Penalty: 61823.992188
Iteration 80F: 19 clusters Score -1.352527e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 156869 members 
Mstep: Class 5 contains 43815 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 181522 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92368 members 
Mstep: Class 14 contains 152754 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 13995 members 
Mstep: Class 18 contains 23000 members 
Mstep: Class 19 contains 121197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253072.000000 Penalty: 61823.992188
Iteration 81Q: 19 clusters Score -1.352531e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 22671 members 
Mstep: Class 4 contains 156737 members 
Mstep: Class 5 contains 43994 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 54121 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 181588 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92472 members 
Mstep: Class 14 contains 152433 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13907 members 
Mstep: Class 18 contains 23027 members 
Mstep: Class 19 contains 121287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253168.000000 Penalty: 61823.992188
Iteration 82Q: 19 clusters Score -1.352532e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158835 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 156616 members 
Mstep: Class 5 contains 44154 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 54097 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3241 members 
Mstep: Class 11 contains 181623 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92595 members 
Mstep: Class 14 contains 152101 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13845 members 
Mstep: Class 18 contains 23046 members 
Mstep: Class 19 contains 121373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253488.000000 Penalty: 61823.992188
Iteration 83Q: 19 clusters Score -1.352535e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 22693 members 
Mstep: Class 4 contains 156546 members 
Mstep: Class 5 contains 44345 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 54085 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 181588 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92702 members 
Mstep: Class 14 contains 151766 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13753 members 
Mstep: Class 18 contains 23072 members 
Mstep: Class 19 contains 121471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253920.000000 Penalty: 61823.992188
Iteration 84Q: 19 clusters Score -1.352539e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 22698 members 
Mstep: Class 4 contains 156480 members 
Mstep: Class 5 contains 44525 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 54052 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 181524 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92803 members 
Mstep: Class 14 contains 151457 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 18 contains 23113 members 
Mstep: Class 19 contains 121569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253776.000000 Penalty: 61823.992188
Iteration 85Q: 19 clusters Score -1.352538e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 22696 members 
Mstep: Class 4 contains 156407 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 54038 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 181420 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92874 members 
Mstep: Class 14 contains 151200 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13617 members 
Mstep: Class 18 contains 23139 members 
Mstep: Class 19 contains 121672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253792.000000 Penalty: 61823.992188
Iteration 86Q: 19 clusters Score -1.352538e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 156371 members 
Mstep: Class 5 contains 44876 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 54026 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 181258 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92932 members 
Mstep: Class 14 contains 151027 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13555 members 
Mstep: Class 18 contains 23160 members 
Mstep: Class 19 contains 121756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253952.000000 Penalty: 61823.992188
Iteration 87Q: 19 clusters Score -1.35254e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 4 contains 156318 members 
Mstep: Class 5 contains 45020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 54013 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 181081 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93000 members 
Mstep: Class 14 contains 150903 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13480 members 
Mstep: Class 18 contains 23176 members 
Mstep: Class 19 contains 121882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254224.000000 Penalty: 61823.992188
Iteration 88Q: 19 clusters Score -1.352542e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 22654 members 
Mstep: Class 4 contains 156290 members 
Mstep: Class 5 contains 45206 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 53996 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3160 members 
Mstep: Class 11 contains 180843 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93051 members 
Mstep: Class 14 contains 150771 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13412 members 
Mstep: Class 18 contains 23197 members 
Mstep: Class 19 contains 121996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254512.000000 Penalty: 61823.992188
Iteration 89Q: 19 clusters Score -1.352545e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 22648 members 
Mstep: Class 4 contains 156241 members 
Mstep: Class 5 contains 45362 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 53999 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 180589 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93085 members 
Mstep: Class 14 contains 150679 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13358 members 
Mstep: Class 18 contains 23229 members 
Mstep: Class 19 contains 122138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254688.000000 Penalty: 61823.992188
Iteration 90Q: 19 clusters Score -1.352547e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 22635 members 
Mstep: Class 4 contains 156173 members 
Mstep: Class 5 contains 45527 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 54030 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 180340 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93148 members 
Mstep: Class 14 contains 150614 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13303 members 
Mstep: Class 18 contains 23246 members 
Mstep: Class 19 contains 122244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254848.000000 Penalty: 61823.992188
Iteration 91Q: 19 clusters Score -1.352548e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22625 members 
Mstep: Class 4 contains 156123 members 
Mstep: Class 5 contains 45649 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 54063 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 180106 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93205 members 
Mstep: Class 14 contains 150527 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13258 members 
Mstep: Class 18 contains 23268 members 
Mstep: Class 19 contains 122366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254688.000000 Penalty: 61823.992188
Iteration 92Q: 19 clusters Score -1.352547e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 4032 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 156088 members 
Mstep: Class 5 contains 45761 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 54097 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 11 contains 179904 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93221 members 
Mstep: Class 14 contains 150476 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 18 contains 23284 members 
Mstep: Class 19 contains 122484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255072.000000 Penalty: 61823.992188
Iteration 93Q: 19 clusters Score -1.352551e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 22614 members 
Mstep: Class 4 contains 156015 members 
Mstep: Class 5 contains 45872 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 54135 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 179738 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93228 members 
Mstep: Class 14 contains 150453 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13151 members 
Mstep: Class 18 contains 23290 members 
Mstep: Class 19 contains 122555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255488.000000 Penalty: 61823.992188
Iteration 94Q: 19 clusters Score -1.352555e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 4046 members 
Mstep: Class 3 contains 22625 members 
Mstep: Class 4 contains 155936 members 
Mstep: Class 5 contains 45982 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2617 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 179630 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93242 members 
Mstep: Class 14 contains 150398 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13103 members 
Mstep: Class 18 contains 23317 members 
Mstep: Class 19 contains 122594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255472.000000 Penalty: 61823.992188
Iteration 95Q: 19 clusters Score -1.352555e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 155891 members 
Mstep: Class 5 contains 46081 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 54184 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 179539 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93260 members 
Mstep: Class 14 contains 150282 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13052 members 
Mstep: Class 18 contains 23337 members 
Mstep: Class 19 contains 122615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255520.000000 Penalty: 61823.992188
Iteration 96Q: 19 clusters Score -1.352555e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 22610 members 
Mstep: Class 4 contains 155867 members 
Mstep: Class 5 contains 46167 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 54197 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 179411 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93259 members 
Mstep: Class 14 contains 150239 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 13005 members 
Mstep: Class 18 contains 23364 members 
Mstep: Class 19 contains 122627 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 19 clusters Score -1.352558e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160290 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 155835 members 
Mstep: Class 5 contains 46235 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54219 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 179331 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93226 members 
Mstep: Class 14 contains 150202 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12957 members 
Mstep: Class 18 contains 23386 members 
Mstep: Class 19 contains 122652 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 19 clusters Score -1.352558e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 155813 members 
Mstep: Class 5 contains 46286 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54239 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 179250 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93191 members 
Mstep: Class 14 contains 150204 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12917 members 
Mstep: Class 18 contains 23407 members 
Mstep: Class 19 contains 122673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 19 clusters Score -1.352559e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 22605 members 
Mstep: Class 4 contains 155827 members 
Mstep: Class 5 contains 46367 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54270 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 179152 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93145 members 
Mstep: Class 14 contains 150198 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12870 members 
Mstep: Class 18 contains 23415 members 
Mstep: Class 19 contains 122672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255984.000000 Penalty: 61823.992188
Iteration 100F: 19 clusters Score -1.35256e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160468 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 22603 members 
Mstep: Class 4 contains 155820 members 
Mstep: Class 5 contains 46434 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54304 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 179069 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93106 members 
Mstep: Class 14 contains 150194 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12828 members 
Mstep: Class 18 contains 23433 members 
Mstep: Class 19 contains 122668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255776.000000 Penalty: 61823.992188
Iteration 101Q: 19 clusters Score -1.352558e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 155781 members 
Mstep: Class 5 contains 46508 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 54311 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 179013 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93051 members 
Mstep: Class 14 contains 150222 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 18 contains 23461 members 
Mstep: Class 19 contains 122643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255984.000000 Penalty: 61823.992188
Iteration 102Q: 19 clusters Score -1.35256e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 22615 members 
Mstep: Class 4 contains 155735 members 
Mstep: Class 5 contains 46573 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 178969 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 93011 members 
Mstep: Class 14 contains 150243 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12736 members 
Mstep: Class 18 contains 23471 members 
Mstep: Class 19 contains 122606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255696.000000 Penalty: 61823.992188
Iteration 103Q: 19 clusters Score -1.352557e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160710 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 155688 members 
Mstep: Class 5 contains 46641 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 54366 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 178938 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92982 members 
Mstep: Class 14 contains 150231 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12703 members 
Mstep: Class 18 contains 23482 members 
Mstep: Class 19 contains 122555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256128.000000 Penalty: 61823.992188
Iteration 104Q: 19 clusters Score -1.352561e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160780 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 22613 members 
Mstep: Class 4 contains 155655 members 
Mstep: Class 5 contains 46702 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 54364 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 178920 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92961 members 
Mstep: Class 14 contains 150254 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12660 members 
Mstep: Class 18 contains 23494 members 
Mstep: Class 19 contains 122507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256192.000000 Penalty: 61823.992188
Iteration 105Q: 19 clusters Score -1.352562e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 155612 members 
Mstep: Class 5 contains 46740 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54367 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 178910 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92953 members 
Mstep: Class 14 contains 150305 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12610 members 
Mstep: Class 18 contains 23503 members 
Mstep: Class 19 contains 122424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256304.000000 Penalty: 61823.992188
Iteration 106Q: 19 clusters Score -1.352563e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 155549 members 
Mstep: Class 5 contains 46778 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54379 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 178921 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92948 members 
Mstep: Class 14 contains 150359 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12571 members 
Mstep: Class 18 contains 23518 members 
Mstep: Class 19 contains 122340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256240.000000 Penalty: 61823.992188
Iteration 107Q: 19 clusters Score -1.352562e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 3 contains 22609 members 
Mstep: Class 4 contains 155446 members 
Mstep: Class 5 contains 46834 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54394 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 178949 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92936 members 
Mstep: Class 14 contains 150477 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12542 members 
Mstep: Class 18 contains 23533 members 
Mstep: Class 19 contains 122205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256400.000000 Penalty: 61823.992188
Iteration 108Q: 19 clusters Score -1.352564e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 22604 members 
Mstep: Class 4 contains 155360 members 
Mstep: Class 5 contains 46880 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54403 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 179006 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92912 members 
Mstep: Class 14 contains 150586 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12517 members 
Mstep: Class 18 contains 23545 members 
Mstep: Class 19 contains 122091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256288.000000 Penalty: 61823.992188
Iteration 109Q: 19 clusters Score -1.352563e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 22607 members 
Mstep: Class 4 contains 155268 members 
Mstep: Class 5 contains 46900 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54423 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 179081 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92904 members 
Mstep: Class 14 contains 150671 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 18 contains 23557 members 
Mstep: Class 19 contains 121971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256512.000000 Penalty: 61823.992188
Iteration 110Q: 19 clusters Score -1.352565e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161041 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155190 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 54444 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 179146 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92890 members 
Mstep: Class 14 contains 150739 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 18 contains 23571 members 
Mstep: Class 19 contains 121820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256736.000000 Penalty: 61823.992188
Iteration 111Q: 19 clusters Score -1.352567e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161049 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 22627 members 
Mstep: Class 4 contains 155122 members 
Mstep: Class 5 contains 46936 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54451 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 179201 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92878 members 
Mstep: Class 14 contains 150860 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 18 contains 23586 members 
Mstep: Class 19 contains 121679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256736.000000 Penalty: 61823.992188
Iteration 112Q: 19 clusters Score -1.352567e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 22628 members 
Mstep: Class 4 contains 155056 members 
Mstep: Class 5 contains 46954 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54462 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 179293 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92863 members 
Mstep: Class 14 contains 150949 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12428 members 
Mstep: Class 18 contains 23597 members 
Mstep: Class 19 contains 121548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256864.000000 Penalty: 61823.992188
Iteration 113Q: 19 clusters Score -1.352569e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 155025 members 
Mstep: Class 5 contains 46976 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54477 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 179368 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92845 members 
Mstep: Class 14 contains 150991 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 18 contains 23604 members 
Mstep: Class 19 contains 121428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135256976.000000 Penalty: 61823.992188
Iteration 114Q: 19 clusters Score -1.35257e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 22630 members 
Mstep: Class 4 contains 155018 members 
Mstep: Class 5 contains 46996 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54493 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 179437 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92809 members 
Mstep: Class 14 contains 151032 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12391 members 
Mstep: Class 18 contains 23612 members 
Mstep: Class 19 contains 121299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257088.000000 Penalty: 61823.992188
Iteration 115Q: 19 clusters Score -1.352571e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 155032 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54512 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 179496 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92769 members 
Mstep: Class 14 contains 151032 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12373 members 
Mstep: Class 18 contains 23626 members 
Mstep: Class 19 contains 121189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 19 clusters Score -1.352574e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161239 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 22633 members 
Mstep: Class 4 contains 155033 members 
Mstep: Class 5 contains 47024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54531 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 179531 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92727 members 
Mstep: Class 14 contains 151025 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 121120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257712.000000 Penalty: 61823.992188
Iteration 117Q: 19 clusters Score -1.352577e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 4341 members 
Mstep: Class 3 contains 22630 members 
Mstep: Class 4 contains 155030 members 
Mstep: Class 5 contains 47038 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54560 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 179576 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92687 members 
Mstep: Class 14 contains 151004 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 18 contains 23639 members 
Mstep: Class 19 contains 121037 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 19 clusters Score -1.352578e+08 nChanged 935
Entering ConstructFrom: 
Score: -135257760.000000 Penalty: 61823.992188
Entering ConstructFrom: 
Trying to split cluster 1 (161351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Entering Unmasked Estep 
Score: -21536814.000000 Penalty: 2973.851807
	Iteration 0F: 2 clusters Score -2.153681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -21435816.000000 Penalty: 5947.703613
	Iteration 0F: 3 clusters Score -2.143582e+07 nChanged 77484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -21482050.000000 Penalty: 5947.703613
	Iteration 1F: 3 clusters Score -2.148205e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -21484330.000000 Penalty: 5947.703613
	Iteration 2Q: 3 clusters Score -2.148433e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -21487236.000000 Penalty: 5947.703613
	Iteration 3Q: 3 clusters Score -2.148724e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -21491794.000000 Penalty: 5947.703613
	Iteration 4F: 3 clusters Score -2.149179e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -21498370.000000 Penalty: 5947.703613
	Iteration 5F: 3 clusters Score -2.149837e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -21507078.000000 Penalty: 5947.703613
	Iteration 6F: 3 clusters Score -2.150708e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -21515378.000000 Penalty: 5947.703613
	Iteration 7F: 3 clusters Score -2.151538e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -21520386.000000 Penalty: 5947.703613
	Iteration 8F: 3 clusters Score -2.152039e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -21522718.000000 Penalty: 5947.703613
	Iteration 9Q: 3 clusters Score -2.152272e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -21523760.000000 Penalty: 5947.703613
	Iteration 10Q: 3 clusters Score -2.152376e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -21524382.000000 Penalty: 5947.703613
	Iteration 11Q: 3 clusters Score -2.152438e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -21525086.000000 Penalty: 5947.703613
	Iteration 12Q: 3 clusters Score -2.152509e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -21525752.000000 Penalty: 5947.703613
	Iteration 13Q: 3 clusters Score -2.152575e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -21526512.000000 Penalty: 5947.703613
	Iteration 14Q: 3 clusters Score -2.152651e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -21527458.000000 Penalty: 5947.703613
	Iteration 15Q: 3 clusters Score -2.152746e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -21528414.000000 Penalty: 5947.703613
	Iteration 16Q: 3 clusters Score -2.152841e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -21529438.000000 Penalty: 5947.703613
	Iteration 17Q: 3 clusters Score -2.152944e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -21530412.000000 Penalty: 5947.703613
	Iteration 18Q: 3 clusters Score -2.153041e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 127175 members 
Entering Unmasked Estep 
Score: -21531256.000000 Penalty: 5947.703613
	Iteration 19Q: 3 clusters Score -2.153126e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -21532096.000000 Penalty: 5947.703613
	Iteration 20F: 3 clusters Score -2.15321e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -21532718.000000 Penalty: 5947.703613
	Iteration 21Q: 3 clusters Score -2.153272e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -21533282.000000 Penalty: 5947.703613
	Iteration 22Q: 3 clusters Score -2.153328e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -21533840.000000 Penalty: 5947.703613
	Iteration 23Q: 3 clusters Score -2.153384e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -21534414.000000 Penalty: 5947.703613
	Iteration 24Q: 3 clusters Score -2.153441e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -21534774.000000 Penalty: 5947.703613
	Iteration 25Q: 3 clusters Score -2.153477e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 143850 members 
Entering Unmasked Estep 
Score: -21535158.000000 Penalty: 5947.703613
	Iteration 26Q: 3 clusters Score -2.153516e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -21535620.000000 Penalty: 5947.703613
	Iteration 27Q: 3 clusters Score -2.153562e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -21535876.000000 Penalty: 5947.703613
	Iteration 28Q: 3 clusters Score -2.153588e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -21536128.000000 Penalty: 5947.703613
	Iteration 29Q: 3 clusters Score -2.153613e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -21536318.000000 Penalty: 5947.703613
	Iteration 30Q: 3 clusters Score -2.153632e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -21536590.000000 Penalty: 5947.703613
	Iteration 31Q: 3 clusters Score -2.153659e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 151632 members 
Entering Unmasked Estep 
Score: -21536796.000000 Penalty: 5947.703613
	Iteration 32Q: 3 clusters Score -2.15368e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -21536808.000000 Penalty: 5947.703613
	Iteration 33Q: 3 clusters Score -2.153681e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -21536886.000000 Penalty: 5947.703613
	Iteration 34Q: 3 clusters Score -2.153689e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 153765 members 
Entering Unmasked Estep 
Score: -21536986.000000 Penalty: 5947.703613
	Iteration 35Q: 3 clusters Score -2.153699e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -21536972.000000 Penalty: 5947.703613
	Iteration 36Q: 3 clusters Score -2.153697e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -21536950.000000 Penalty: 5947.703613
	Iteration 37Q: 3 clusters Score -2.153695e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -21536992.000000 Penalty: 5947.703613
	Iteration 38Q: 3 clusters Score -2.153699e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 155513 members 
Entering Unmasked Estep 
Score: -21536932.000000 Penalty: 5947.703613
	Iteration 39Q: 3 clusters Score -2.153693e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -21536914.000000 Penalty: 5947.703613
	Iteration 40F: 3 clusters Score -2.153691e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -21536922.000000 Penalty: 5947.703613
	Iteration 41Q: 3 clusters Score -2.153692e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -21536922.000000 Penalty: 5947.703613
	Iteration 42Q: 3 clusters Score -2.153692e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -21536918.000000 Penalty: 5947.703613
	Iteration 43Q: 3 clusters Score -2.153692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 156621 members 
Entering Unmasked Estep 
Score: -21536982.000000 Penalty: 5947.703613
	Iteration 44Q: 3 clusters Score -2.153698e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -21536978.000000 Penalty: 5947.703613
	Iteration 45Q: 3 clusters Score -2.153698e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -21536994.000000 Penalty: 5947.703613
	Iteration 46Q: 3 clusters Score -2.153699e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -21536964.000000 Penalty: 5947.703613
	Iteration 47Q: 3 clusters Score -2.153696e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -21536982.000000 Penalty: 5947.703613
	Iteration 48Q: 3 clusters Score -2.153698e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -21536974.000000 Penalty: 5947.703613
	Iteration 49Q: 3 clusters Score -2.153697e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -21536958.000000 Penalty: 5947.703613
	Iteration 50Q: 3 clusters Score -2.153696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 157374 members 
Entering Unmasked Estep 
Score: -21536948.000000 Penalty: 5947.703613
	Iteration 51Q: 3 clusters Score -2.153695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -21536954.000000 Penalty: 5947.703613
	Iteration 52Q: 3 clusters Score -2.153695e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -21536910.000000 Penalty: 5947.703613
	Iteration 53Q: 3 clusters Score -2.153691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -21536910.000000 Penalty: 5947.703613
	Iteration 54Q: 3 clusters Score -2.153691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -21536918.000000 Penalty: 5947.703613
	Iteration 55Q: 3 clusters Score -2.153692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 157641 members 
Entering Unmasked Estep 
Score: -21536910.000000 Penalty: 5947.703613
	Iteration 56Q: 3 clusters Score -2.153691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -21536926.000000 Penalty: 5947.703613
	Iteration 57Q: 3 clusters Score -2.153693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -21536904.000000 Penalty: 5947.703613
	Iteration 58Q: 3 clusters Score -2.15369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -21536892.000000 Penalty: 5947.703613
	Iteration 59Q: 3 clusters Score -2.153689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -21536890.000000 Penalty: 5947.703613
	Iteration 60F: 3 clusters Score -2.153689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -21536894.000000 Penalty: 5947.703613
	Iteration 61Q: 3 clusters Score -2.153689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -21536874.000000 Penalty: 5947.703613
	Iteration 62Q: 3 clusters Score -2.153687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -21536888.000000 Penalty: 5947.703613
	Iteration 63Q: 3 clusters Score -2.153689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -21536898.000000 Penalty: 5947.703613
	Iteration 64Q: 3 clusters Score -2.15369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 157771 members 
Entering Unmasked Estep 
Score: -21536890.000000 Penalty: 5947.703613
	Iteration 65Q: 3 clusters Score -2.153689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -21536884.000000 Penalty: 5947.703613
	Iteration 66Q: 3 clusters Score -2.153688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -21536890.000000 Penalty: 5947.703613
	Iteration 67Q: 3 clusters Score -2.153689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -21536886.000000 Penalty: 5947.703613
	Iteration 68Q: 3 clusters Score -2.153689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -21536886.000000 Penalty: 5947.703613
	Iteration 69F: 3 clusters Score -2.153689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 157779 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
Score: -135257552.000000 Penalty: 65258.660156
Splitting cluster 1 changes total score from -135257760.000000 to -135257552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -552175.750000 Penalty: 2077.327637
	Iteration 0F: 2 clusters Score -552175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -548068.562500 Penalty: 4154.655273
	Iteration 0F: 3 clusters Score -548068.6 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -549007.125000 Penalty: 4154.655273
	Iteration 1F: 3 clusters Score -549007.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -549233.312500 Penalty: 4154.655273
	Iteration 2F: 3 clusters Score -549233.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -549431.250000 Penalty: 4154.655273
	Iteration 3F: 3 clusters Score -549431.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -549610.375000 Penalty: 4154.655273
	Iteration 4Q: 3 clusters Score -549610.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -549774.000000 Penalty: 4154.655273
	Iteration 5Q: 3 clusters Score -549774 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -549917.187500 Penalty: 4154.655273
	Iteration 6Q: 3 clusters Score -549917.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -550041.187500 Penalty: 4154.655273
	Iteration 7Q: 3 clusters Score -550041.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -550160.687500 Penalty: 4154.655273
	Iteration 8Q: 3 clusters Score -550160.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -550269.125000 Penalty: 4154.655273
	Iteration 9Q: 3 clusters Score -550269.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -550367.500000 Penalty: 4154.655273
	Iteration 10Q: 3 clusters Score -550367.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -550435.812500 Penalty: 4154.655273
	Iteration 11Q: 3 clusters Score -550435.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -550495.687500 Penalty: 4154.655273
	Iteration 12Q: 3 clusters Score -550495.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -550530.437500 Penalty: 4154.655273
	Iteration 13Q: 3 clusters Score -550530.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -550558.375000 Penalty: 4154.655273
	Iteration 14Q: 3 clusters Score -550558.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -550585.625000 Penalty: 4154.655273
	Iteration 15Q: 3 clusters Score -550585.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -550603.187500 Penalty: 4154.655273
	Iteration 16Q: 3 clusters Score -550603.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -550618.750000 Penalty: 4154.655273
	Iteration 17Q: 3 clusters Score -550618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -550635.187500 Penalty: 4154.655273
	Iteration 18Q: 3 clusters Score -550635.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -550652.062500 Penalty: 4154.655273
	Iteration 19Q: 3 clusters Score -550652.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -550667.250000 Penalty: 4154.655273
	Iteration 20F: 3 clusters Score -550667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -550680.625000 Penalty: 4154.655273
	Iteration 21Q: 3 clusters Score -550680.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -550693.437500 Penalty: 4154.655273
	Iteration 22Q: 3 clusters Score -550693.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -550706.250000 Penalty: 4154.655273
	Iteration 23Q: 3 clusters Score -550706.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -550715.687500 Penalty: 4154.655273
	Iteration 24Q: 3 clusters Score -550715.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -550722.812500 Penalty: 4154.655273
	Iteration 25Q: 3 clusters Score -550722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -550731.062500 Penalty: 4154.655273
	Iteration 26Q: 3 clusters Score -550731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -550736.500000 Penalty: 4154.655273
	Iteration 27Q: 3 clusters Score -550736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -550742.687500 Penalty: 4154.655273
	Iteration 28Q: 3 clusters Score -550742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -550749.250000 Penalty: 4154.655273
	Iteration 29Q: 3 clusters Score -550749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -550753.687500 Penalty: 4154.655273
	Iteration 30Q: 3 clusters Score -550753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -550757.562500 Penalty: 4154.655273
	Iteration 31Q: 3 clusters Score -550757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -550758.250000 Penalty: 4154.655273
	Iteration 32Q: 3 clusters Score -550758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -550758.937500 Penalty: 4154.655273
	Iteration 33Q: 3 clusters Score -550758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -550760.187500 Penalty: 4154.655273
	Iteration 34Q: 3 clusters Score -550760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -550760.937500 Penalty: 4154.655273
	Iteration 35Q: 3 clusters Score -550760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -550761.437500 Penalty: 4154.655273
	Iteration 36Q: 3 clusters Score -550761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -550761.437500 Penalty: 4154.655273
	Iteration 37F: 3 clusters Score -550761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Entering Unmasked Estep 
Score: -3052003.000000 Penalty: 2486.616211
	Iteration 0F: 2 clusters Score -3052003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3036170.250000 Penalty: 4973.232422
	Iteration 0F: 3 clusters Score -3036170 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3041591.250000 Penalty: 4973.232422
	Iteration 1F: 3 clusters Score -3041591 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3042095.000000 Penalty: 4973.232422
	Iteration 2F: 3 clusters Score -3042095 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3042508.500000 Penalty: 4973.232422
	Iteration 3Q: 3 clusters Score -3042508 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3042931.750000 Penalty: 4973.232422
	Iteration 4Q: 3 clusters Score -3042932 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3043342.250000 Penalty: 4973.232422
	Iteration 5Q: 3 clusters Score -3043342 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3043780.000000 Penalty: 4973.232422
	Iteration 6Q: 3 clusters Score -3043780 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3044306.000000 Penalty: 4973.232422
	Iteration 7Q: 3 clusters Score -3044306 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3044913.500000 Penalty: 4973.232422
	Iteration 8Q: 3 clusters Score -3044914 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3045592.750000 Penalty: 4973.232422
	Iteration 9Q: 3 clusters Score -3045593 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3046285.000000 Penalty: 4973.232422
	Iteration 10Q: 3 clusters Score -3046285 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3046916.000000 Penalty: 4973.232422
	Iteration 11Q: 3 clusters Score -3046916 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3047467.500000 Penalty: 4973.232422
	Iteration 12Q: 3 clusters Score -3047468 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3047909.750000 Penalty: 4973.232422
	Iteration 13Q: 3 clusters Score -3047910 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3048264.250000 Penalty: 4973.232422
	Iteration 14Q: 3 clusters Score -3048264 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3048571.500000 Penalty: 4973.232422
	Iteration 15Q: 3 clusters Score -3048572 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3048800.750000 Penalty: 4973.232422
	Iteration 16Q: 3 clusters Score -3048801 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3048987.500000 Penalty: 4973.232422
	Iteration 17Q: 3 clusters Score -3048988 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3049129.250000 Penalty: 4973.232422
	Iteration 18Q: 3 clusters Score -3049129 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3049257.250000 Penalty: 4973.232422
	Iteration 19Q: 3 clusters Score -3049257 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3049366.500000 Penalty: 4973.232422
	Iteration 20F: 3 clusters Score -3049366 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3049456.250000 Penalty: 4973.232422
	Iteration 21Q: 3 clusters Score -3049456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3049528.000000 Penalty: 4973.232422
	Iteration 22Q: 3 clusters Score -3049528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3049581.250000 Penalty: 4973.232422
	Iteration 23Q: 3 clusters Score -3049581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3049627.500000 Penalty: 4973.232422
	Iteration 24Q: 3 clusters Score -3049628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3049671.000000 Penalty: 4973.232422
	Iteration 25Q: 3 clusters Score -3049671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3049701.750000 Penalty: 4973.232422
	Iteration 26Q: 3 clusters Score -3049702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3049731.000000 Penalty: 4973.232422
	Iteration 27Q: 3 clusters Score -3049731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3049757.250000 Penalty: 4973.232422
	Iteration 28Q: 3 clusters Score -3049757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3049777.500000 Penalty: 4973.232422
	Iteration 29Q: 3 clusters Score -3049778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3049790.750000 Penalty: 4973.232422
	Iteration 30Q: 3 clusters Score -3049791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3049811.000000 Penalty: 4973.232422
	Iteration 31Q: 3 clusters Score -3049811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3049822.000000 Penalty: 4973.232422
	Iteration 32Q: 3 clusters Score -3049822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3049827.250000 Penalty: 4973.232422
	Iteration 33Q: 3 clusters Score -3049827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3049831.750000 Penalty: 4973.232422
	Iteration 34Q: 3 clusters Score -3049832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3049839.250000 Penalty: 4973.232422
	Iteration 35Q: 3 clusters Score -3049839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3049848.000000 Penalty: 4973.232422
	Iteration 36Q: 3 clusters Score -3049848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3049849.250000 Penalty: 4973.232422
	Iteration 37Q: 3 clusters Score -3049849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3049851.250000 Penalty: 4973.232422
	Iteration 38Q: 3 clusters Score -3049851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3049856.000000 Penalty: 4973.232422
	Iteration 39Q: 3 clusters Score -3049856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3049852.500000 Penalty: 4973.232422
	Iteration 40F: 3 clusters Score -3049852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3049856.000000 Penalty: 4973.232422
	Iteration 41Q: 3 clusters Score -3049856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3049865.000000 Penalty: 4973.232422
	Iteration 42Q: 3 clusters Score -3049865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3049863.000000 Penalty: 4973.232422
	Iteration 43Q: 3 clusters Score -3049863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3049876.000000 Penalty: 4973.232422
	Iteration 44Q: 3 clusters Score -3049876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3049879.000000 Penalty: 4973.232422
	Iteration 45Q: 3 clusters Score -3049879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3049881.000000 Penalty: 4973.232422
	Iteration 46Q: 3 clusters Score -3049881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3049888.750000 Penalty: 4973.232422
	Iteration 47Q: 3 clusters Score -3049889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3049896.250000 Penalty: 4973.232422
	Iteration 48Q: 3 clusters Score -3049896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3049898.500000 Penalty: 4973.232422
	Iteration 49Q: 3 clusters Score -3049898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3049902.000000 Penalty: 4973.232422
	Iteration 50Q: 3 clusters Score -3049902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3049899.750000 Penalty: 4973.232422
	Iteration 51Q: 3 clusters Score -3049900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3049902.000000 Penalty: 4973.232422
	Iteration 52Q: 3 clusters Score -3049902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3049908.750000 Penalty: 4973.232422
	Iteration 53Q: 3 clusters Score -3049909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3049912.000000 Penalty: 4973.232422
	Iteration 54Q: 3 clusters Score -3049912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3049913.000000 Penalty: 4973.232422
	Iteration 55Q: 3 clusters Score -3049913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3049915.750000 Penalty: 4973.232422
	Iteration 56Q: 3 clusters Score -3049916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3049921.000000 Penalty: 4973.232422
	Iteration 57Q: 3 clusters Score -3049921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3049928.000000 Penalty: 4973.232422
	Iteration 58Q: 3 clusters Score -3049928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3049926.000000 Penalty: 4973.232422
	Iteration 59Q: 3 clusters Score -3049926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3049931.000000 Penalty: 4973.232422
	Iteration 60F: 3 clusters Score -3049931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3049932.750000 Penalty: 4973.232422
	Iteration 61Q: 3 clusters Score -3049933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3049932.750000 Penalty: 4973.232422
	Iteration 62F: 3 clusters Score -3049933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Entering Unmasked Estep 
Score: -20657972.000000 Penalty: 2963.961670
	Iteration 0F: 2 clusters Score -2.065797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -20558762.000000 Penalty: 5927.923340
	Iteration 0F: 3 clusters Score -2.055876e+07 nChanged 74101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -20602456.000000 Penalty: 5927.923340
	Iteration 1F: 3 clusters Score -2.060246e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -20603766.000000 Penalty: 5927.923340
	Iteration 2Q: 3 clusters Score -2.060377e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -20605952.000000 Penalty: 5927.923340
	Iteration 3Q: 3 clusters Score -2.060595e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5927.923340
	Iteration 4Q: 3 clusters Score -2.060972e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -20615892.000000 Penalty: 5927.923340
	Iteration 5F: 3 clusters Score -2.061589e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -20625180.000000 Penalty: 5927.923340
	Iteration 6F: 3 clusters Score -2.062518e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -20635752.000000 Penalty: 5927.923340
	Iteration 7F: 3 clusters Score -2.063575e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -20643770.000000 Penalty: 5927.923340
	Iteration 8F: 3 clusters Score -2.064377e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -20648884.000000 Penalty: 5927.923340
	Iteration 9Q: 3 clusters Score -2.064888e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -20651552.000000 Penalty: 5927.923340
	Iteration 10Q: 3 clusters Score -2.065155e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -20652974.000000 Penalty: 5927.923340
	Iteration 11Q: 3 clusters Score -2.065297e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20653850.000000 Penalty: 5927.923340
	Iteration 12Q: 3 clusters Score -2.065385e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153014 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20654378.000000 Penalty: 5927.923340
	Iteration 13Q: 3 clusters Score -2.065438e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20654756.000000 Penalty: 5927.923340
	Iteration 14Q: 3 clusters Score -2.065476e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -20654992.000000 Penalty: 5927.923340
	Iteration 15Q: 3 clusters Score -2.065499e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20655046.000000 Penalty: 5927.923340
	Iteration 16Q: 3 clusters Score -2.065505e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20655092.000000 Penalty: 5927.923340
	Iteration 17Q: 3 clusters Score -2.065509e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20655168.000000 Penalty: 5927.923340
	Iteration 18Q: 3 clusters Score -2.065517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20655216.000000 Penalty: 5927.923340
	Iteration 19Q: 3 clusters Score -2.065522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20655242.000000 Penalty: 5927.923340
	Iteration 20F: 3 clusters Score -2.065524e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20655250.000000 Penalty: 5927.923340
	Iteration 21Q: 3 clusters Score -2.065525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20655294.000000 Penalty: 5927.923340
	Iteration 22Q: 3 clusters Score -2.065529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20655322.000000 Penalty: 5927.923340
	Iteration 23Q: 3 clusters Score -2.065532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20655310.000000 Penalty: 5927.923340
	Iteration 24Q: 3 clusters Score -2.065531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20655320.000000 Penalty: 5927.923340
	Iteration 25Q: 3 clusters Score -2.065532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20655328.000000 Penalty: 5927.923340
	Iteration 26Q: 3 clusters Score -2.065533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20655334.000000 Penalty: 5927.923340
	Iteration 27Q: 3 clusters Score -2.065533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20655358.000000 Penalty: 5927.923340
	Iteration 28Q: 3 clusters Score -2.065536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20655378.000000 Penalty: 5927.923340
	Iteration 29Q: 3 clusters Score -2.065538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20655396.000000 Penalty: 5927.923340
	Iteration 30Q: 3 clusters Score -2.06554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20655398.000000 Penalty: 5927.923340
	Iteration 31Q: 3 clusters Score -2.06554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154071 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20655406.000000 Penalty: 5927.923340
	Iteration 32Q: 3 clusters Score -2.065541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20655410.000000 Penalty: 5927.923340
	Iteration 33Q: 3 clusters Score -2.065541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20655412.000000 Penalty: 5927.923340
	Iteration 34Q: 3 clusters Score -2.065541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20655406.000000 Penalty: 5927.923340
	Iteration 35Q: 3 clusters Score -2.065541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20655406.000000 Penalty: 5927.923340
	Iteration 36F: 3 clusters Score -2.065541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Entering Unmasked Estep 
Score: -6336820.500000 Penalty: 2668.302734
	Iteration 0F: 2 clusters Score -6336820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6305108.000000 Penalty: 5336.605469
	Iteration 0F: 3 clusters Score -6305108 nChanged 21695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6317083.000000 Penalty: 5336.605469
	Iteration 1F: 3 clusters Score -6317083 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -6317639.000000 Penalty: 5336.605469
	Iteration 2Q: 3 clusters Score -6317639 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6318275.000000 Penalty: 5336.605469
	Iteration 3Q: 3 clusters Score -6318275 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6319010.000000 Penalty: 5336.605469
	Iteration 4Q: 3 clusters Score -6319010 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6320031.500000 Penalty: 5336.605469
	Iteration 5Q: 3 clusters Score -6320032 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -6321384.500000 Penalty: 5336.605469
	Iteration 6Q: 3 clusters Score -6321384 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -6323276.500000 Penalty: 5336.605469
	Iteration 7F: 3 clusters Score -6323276 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -6325640.500000 Penalty: 5336.605469
	Iteration 8F: 3 clusters Score -6325640 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -6328011.000000 Penalty: 5336.605469
	Iteration 9F: 3 clusters Score -6328011 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6330211.000000 Penalty: 5336.605469
	Iteration 10F: 3 clusters Score -6330211 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6331721.000000 Penalty: 5336.605469
	Iteration 11Q: 3 clusters Score -6331721 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -6332702.000000 Penalty: 5336.605469
	Iteration 12Q: 3 clusters Score -6332702 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6333321.500000 Penalty: 5336.605469
	Iteration 13Q: 3 clusters Score -6333322 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -6333708.500000 Penalty: 5336.605469
	Iteration 14Q: 3 clusters Score -6333708 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -6333942.000000 Penalty: 5336.605469
	Iteration 15Q: 3 clusters Score -6333942 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6334119.500000 Penalty: 5336.605469
	Iteration 16Q: 3 clusters Score -6334120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -6334244.000000 Penalty: 5336.605469
	Iteration 17Q: 3 clusters Score -6334244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6334312.500000 Penalty: 5336.605469
	Iteration 18Q: 3 clusters Score -6334312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6334355.500000 Penalty: 5336.605469
	Iteration 19Q: 3 clusters Score -6334356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -6334400.500000 Penalty: 5336.605469
	Iteration 20F: 3 clusters Score -6334400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6334438.500000 Penalty: 5336.605469
	Iteration 21Q: 3 clusters Score -6334438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -6334461.000000 Penalty: 5336.605469
	Iteration 22Q: 3 clusters Score -6334461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -6334474.000000 Penalty: 5336.605469
	Iteration 23Q: 3 clusters Score -6334474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6334471.500000 Penalty: 5336.605469
	Iteration 24Q: 3 clusters Score -6334472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -6334479.500000 Penalty: 5336.605469
	Iteration 25Q: 3 clusters Score -6334480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6334492.000000 Penalty: 5336.605469
	Iteration 26Q: 3 clusters Score -6334492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6334496.000000 Penalty: 5336.605469
	Iteration 27Q: 3 clusters Score -6334496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6334501.500000 Penalty: 5336.605469
	Iteration 28Q: 3 clusters Score -6334502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6334502.500000 Penalty: 5336.605469
	Iteration 29Q: 3 clusters Score -6334502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -6334505.000000 Penalty: 5336.605469
	Iteration 30Q: 3 clusters Score -6334505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6334508.500000 Penalty: 5336.605469
	Iteration 31Q: 3 clusters Score -6334508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6334513.000000 Penalty: 5336.605469
	Iteration 32Q: 3 clusters Score -6334513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6334515.000000 Penalty: 5336.605469
	Iteration 33Q: 3 clusters Score -6334515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6334514.500000 Penalty: 5336.605469
	Iteration 34Q: 3 clusters Score -6334514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6334514.500000 Penalty: 5336.605469
	Iteration 35F: 3 clusters Score -6334514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15622.035156 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15622.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15655.296875 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15655.296875 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -15655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -328585.812500 Penalty: 1952.557861
	Iteration 0F: 2 clusters Score -328585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -325634.625000 Penalty: 3905.115723
	Iteration 0F: 3 clusters Score -325634.6 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326280.875000 Penalty: 3905.115723
	Iteration 1F: 3 clusters Score -326280.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -326490.031250 Penalty: 3905.115723
	Iteration 2F: 3 clusters Score -326490 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -326691.062500 Penalty: 3905.115723
	Iteration 3F: 3 clusters Score -326691.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -326884.375000 Penalty: 3905.115723
	Iteration 4F: 3 clusters Score -326884.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -327126.718750 Penalty: 3905.115723
	Iteration 5F: 3 clusters Score -327126.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -327359.906250 Penalty: 3905.115723
	Iteration 6F: 3 clusters Score -327359.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -327611.156250 Penalty: 3905.115723
	Iteration 7F: 3 clusters Score -327611.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -327891.093750 Penalty: 3905.115723
	Iteration 8F: 3 clusters Score -327891.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -328093.281250 Penalty: 3905.115723
	Iteration 9Q: 3 clusters Score -328093.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -328236.093750 Penalty: 3905.115723
	Iteration 10Q: 3 clusters Score -328236.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -328366.156250 Penalty: 3905.115723
	Iteration 11Q: 3 clusters Score -328366.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -328525.437500 Penalty: 3905.115723
	Iteration 12Q: 3 clusters Score -328525.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -328771.843750 Penalty: 3905.115723
	Iteration 13Q: 3 clusters Score -328771.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -329022.500000 Penalty: 3905.115723
	Iteration 14Q: 3 clusters Score -329022.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -329179.812500 Penalty: 3905.115723
	Iteration 15Q: 3 clusters Score -329179.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -329256.937500 Penalty: 3905.115723
	Iteration 16Q: 3 clusters Score -329256.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -329306.156250 Penalty: 3905.115723
	Iteration 17Q: 3 clusters Score -329306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -329346.093750 Penalty: 3905.115723
	Iteration 18Q: 3 clusters Score -329346.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329366.187500 Penalty: 3905.115723
	Iteration 19Q: 3 clusters Score -329366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -329375.406250 Penalty: 3905.115723
	Iteration 20F: 3 clusters Score -329375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -329383.125000 Penalty: 3905.115723
	Iteration 21Q: 3 clusters Score -329383.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -329393.218750 Penalty: 3905.115723
	Iteration 22Q: 3 clusters Score -329393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -329397.468750 Penalty: 3905.115723
	Iteration 23Q: 3 clusters Score -329397.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -329404.500000 Penalty: 3905.115723
	Iteration 24Q: 3 clusters Score -329404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -329408.187500 Penalty: 3905.115723
	Iteration 25Q: 3 clusters Score -329408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -329410.000000 Penalty: 3905.115723
	Iteration 26Q: 3 clusters Score -329410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329411.843750 Penalty: 3905.115723
	Iteration 27Q: 3 clusters Score -329411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -329411.875000 Penalty: 3905.115723
	Iteration 28Q: 3 clusters Score -329411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -329411.875000 Penalty: 3905.115723
	Iteration 29F: 3 clusters Score -329411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
Score: -135256928.000000 Penalty: 65258.660156
Splitting cluster 7 changes total score from -135257760.000000 to -135256928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (54579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Entering Unmasked Estep 
Score: -7072712.000000 Penalty: 2705.036377
	Iteration 0F: 2 clusters Score -7072712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7035999.500000 Penalty: 5410.072754
	Iteration 0F: 3 clusters Score -7036000 nChanged 25346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7050026.000000 Penalty: 5410.072754
	Iteration 1F: 3 clusters Score -7050026 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7050525.000000 Penalty: 5410.072754
	Iteration 2Q: 3 clusters Score -7050525 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -7051148.000000 Penalty: 5410.072754
	Iteration 3Q: 3 clusters Score -7051148 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7052201.000000 Penalty: 5410.072754
	Iteration 4Q: 3 clusters Score -7052201 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7053972.500000 Penalty: 5410.072754
	Iteration 5F: 3 clusters Score -7053972 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -7056920.500000 Penalty: 5410.072754
	Iteration 6F: 3 clusters Score -7056920 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -7060949.500000 Penalty: 5410.072754
	Iteration 7F: 3 clusters Score -7060950 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7065034.500000 Penalty: 5410.072754
	Iteration 8F: 3 clusters Score -7065034 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7067951.500000 Penalty: 5410.072754
	Iteration 9F: 3 clusters Score -7067952 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7069541.000000 Penalty: 5410.072754
	Iteration 10Q: 3 clusters Score -7069541 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7070162.500000 Penalty: 5410.072754
	Iteration 11Q: 3 clusters Score -7070162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7070407.000000 Penalty: 5410.072754
	Iteration 12Q: 3 clusters Score -7070407 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7070492.000000 Penalty: 5410.072754
	Iteration 13Q: 3 clusters Score -7070492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7070540.000000 Penalty: 5410.072754
	Iteration 14Q: 3 clusters Score -7070540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7070561.500000 Penalty: 5410.072754
	Iteration 15Q: 3 clusters Score -7070562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7070569.500000 Penalty: 5410.072754
	Iteration 16Q: 3 clusters Score -7070570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7070572.500000 Penalty: 5410.072754
	Iteration 17Q: 3 clusters Score -7070572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7070579.000000 Penalty: 5410.072754
	Iteration 18Q: 3 clusters Score -7070579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7070573.000000 Penalty: 5410.072754
	Iteration 19Q: 3 clusters Score -7070573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7070573.000000 Penalty: 5410.072754
	Iteration 20F: 3 clusters Score -7070573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -188740.968750 Penalty: 1826.250610
	Iteration 0F: 2 clusters Score -188741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186430.437500 Penalty: 3652.501221
	Iteration 0F: 3 clusters Score -186430.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187289.640625 Penalty: 3652.501221
	Iteration 1F: 3 clusters Score -187289.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188019.328125 Penalty: 3652.501221
	Iteration 2F: 3 clusters Score -188019.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -188366.187500 Penalty: 3652.501221
	Iteration 3F: 3 clusters Score -188366.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -188666.093750 Penalty: 3652.501221
	Iteration 4F: 3 clusters Score -188666.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -188851.750000 Penalty: 3652.501221
	Iteration 5Q: 3 clusters Score -188851.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188974.359375 Penalty: 3652.501221
	Iteration 6Q: 3 clusters Score -188974.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -189043.375000 Penalty: 3652.501221
	Iteration 7Q: 3 clusters Score -189043.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -189097.765625 Penalty: 3652.501221
	Iteration 8Q: 3 clusters Score -189097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -189139.593750 Penalty: 3652.501221
	Iteration 9Q: 3 clusters Score -189139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -189168.859375 Penalty: 3652.501221
	Iteration 10Q: 3 clusters Score -189168.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -189189.906250 Penalty: 3652.501221
	Iteration 11Q: 3 clusters Score -189189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -189218.421875 Penalty: 3652.501221
	Iteration 12Q: 3 clusters Score -189218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -189275.656250 Penalty: 3652.501221
	Iteration 13Q: 3 clusters Score -189275.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -189404.218750 Penalty: 3652.501221
	Iteration 14Q: 3 clusters Score -189404.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -189630.453125 Penalty: 3652.501221
	Iteration 15Q: 3 clusters Score -189630.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -189788.140625 Penalty: 3652.501221
	Iteration 16Q: 3 clusters Score -189788.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -189863.140625 Penalty: 3652.501221
	Iteration 17Q: 3 clusters Score -189863.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -189938.234375 Penalty: 3652.501221
	Iteration 18Q: 3 clusters Score -189938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -189988.000000 Penalty: 3652.501221
	Iteration 19Q: 3 clusters Score -189988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -190011.750000 Penalty: 3652.501221
	Iteration 20F: 3 clusters Score -190011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -190021.187500 Penalty: 3652.501221
	Iteration 21Q: 3 clusters Score -190021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -190024.578125 Penalty: 3652.501221
	Iteration 22Q: 3 clusters Score -190024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -190026.390625 Penalty: 3652.501221
	Iteration 23Q: 3 clusters Score -190026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190026.765625 Penalty: 3652.501221
	Iteration 24Q: 3 clusters Score -190026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190026.765625 Penalty: 3652.501221
	Iteration 25F: 3 clusters Score -190026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
Score: -135257344.000000 Penalty: 65258.660156
Splitting cluster 9 changes total score from -135257760.000000 to -135257344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -390981.218750 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -390981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -387773.968750 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -387774 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -388414.937500 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -388414.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388584.750000 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -388584.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -388663.656250 Penalty: 3954.172119
	Iteration 3Q: 3 clusters Score -388663.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388705.062500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -388705.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -388742.656250 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -388742.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388776.406250 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -388776.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -388807.843750 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -388807.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -388836.875000 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -388836.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -388858.937500 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -388858.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -388872.656250 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -388872.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -388888.281250 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -388888.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -388904.437500 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -388904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -388917.187500 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -388917.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -388928.812500 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -388928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -388942.218750 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -388942.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -388955.312500 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -388955.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -388961.593750 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -388961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -388965.062500 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -388965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -388968.937500 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -388968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -388969.093750 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -388969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -388969.843750 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -388969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -388969.843750 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -388969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -388969.843750 Penalty: 3954.172119
	Iteration 23F: 3 clusters Score -388969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Entering Unmasked Estep 
Score: -23849990.000000 Penalty: 3000.430420
	Iteration 0F: 2 clusters Score -2.384999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -23733140.000000 Penalty: 6000.860840
	Iteration 0F: 3 clusters Score -2.373314e+07 nChanged 86174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -23783148.000000 Penalty: 6000.860840
	Iteration 1F: 3 clusters Score -2.378315e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -23783772.000000 Penalty: 6000.860840
	Iteration 2Q: 3 clusters Score -2.378377e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -23784442.000000 Penalty: 6000.860840
	Iteration 3Q: 3 clusters Score -2.378444e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -23785470.000000 Penalty: 6000.860840
	Iteration 4Q: 3 clusters Score -2.378547e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -23786988.000000 Penalty: 6000.860840
	Iteration 5Q: 3 clusters Score -2.378699e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -23790062.000000 Penalty: 6000.860840
	Iteration 6Q: 3 clusters Score -2.379006e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -23795916.000000 Penalty: 6000.860840
	Iteration 7F: 3 clusters Score -2.379592e+07 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -23806540.000000 Penalty: 6000.860840
	Iteration 8F: 3 clusters Score -2.380654e+07 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152872 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -23821534.000000 Penalty: 6000.860840
	Iteration 9F: 3 clusters Score -2.382153e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -23835712.000000 Penalty: 6000.860840
	Iteration 10F: 3 clusters Score -2.383571e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -23843546.000000 Penalty: 6000.860840
	Iteration 11Q: 3 clusters Score -2.384355e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23846132.000000 Penalty: 6000.860840
	Iteration 12Q: 3 clusters Score -2.384613e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -23846836.000000 Penalty: 6000.860840
	Iteration 13Q: 3 clusters Score -2.384684e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23847024.000000 Penalty: 6000.860840
	Iteration 14Q: 3 clusters Score -2.384702e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23847114.000000 Penalty: 6000.860840
	Iteration 15Q: 3 clusters Score -2.384711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23847168.000000 Penalty: 6000.860840
	Iteration 16Q: 3 clusters Score -2.384717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23847182.000000 Penalty: 6000.860840
	Iteration 17Q: 3 clusters Score -2.384718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23847186.000000 Penalty: 6000.860840
	Iteration 18Q: 3 clusters Score -2.384719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23847182.000000 Penalty: 6000.860840
	Iteration 19Q: 3 clusters Score -2.384718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23847192.000000 Penalty: 6000.860840
	Iteration 20F: 3 clusters Score -2.384719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179379 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23847204.000000 Penalty: 6000.860840
	Iteration 21Q: 3 clusters Score -2.38472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23847204.000000 Penalty: 6000.860840
	Iteration 22Q: 3 clusters Score -2.38472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23847204.000000 Penalty: 6000.860840
	Iteration 23F: 3 clusters Score -2.38472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -123659.328125 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -123659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -121793.171875 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -121793.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122542.664062 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -122542.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122997.132812 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -122997.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123326.140625 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -123326.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -123513.085938 Penalty: 3460.731689
	Iteration 4F: 3 clusters Score -123513.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -123661.296875 Penalty: 3460.731689
	Iteration 5F: 3 clusters Score -123661.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -123785.835938 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -123785.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -123881.179688 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -123881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -123914.984375 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -123915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -123937.046875 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -123937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -123980.234375 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -123980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -124002.250000 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -124002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -124016.976562 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -124017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -124019.882812 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -124019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -124022.875000 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -124022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -124022.875000 Penalty: 3460.731689
	Iteration 15F: 3 clusters Score -124022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
Score: -135256656.000000 Penalty: 65258.660156
Splitting cluster 12 changes total score from -135257760.000000 to -135256656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (92655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Entering Unmasked Estep 
Score: -12418975.000000 Penalty: 2836.286133
	Iteration 0F: 2 clusters Score -1.241898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -12356961.000000 Penalty: 5672.572266
	Iteration 0F: 3 clusters Score -1.235696e+07 nChanged 43776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -12381756.000000 Penalty: 5672.572266
	Iteration 1F: 3 clusters Score -1.238176e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -12382577.000000 Penalty: 5672.572266
	Iteration 2Q: 3 clusters Score -1.238258e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -12383732.000000 Penalty: 5672.572266
	Iteration 3Q: 3 clusters Score -1.238373e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -12385350.000000 Penalty: 5672.572266
	Iteration 4Q: 3 clusters Score -1.238535e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -12388035.000000 Penalty: 5672.572266
	Iteration 5Q: 3 clusters Score -1.238804e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -12392042.000000 Penalty: 5672.572266
	Iteration 6F: 3 clusters Score -1.239204e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -12396952.000000 Penalty: 5672.572266
	Iteration 7F: 3 clusters Score -1.239695e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -12402449.000000 Penalty: 5672.572266
	Iteration 8F: 3 clusters Score -1.240245e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -12407419.000000 Penalty: 5672.572266
	Iteration 9F: 3 clusters Score -1.240742e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -12410971.000000 Penalty: 5672.572266
	Iteration 10Q: 3 clusters Score -1.241097e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -12413171.000000 Penalty: 5672.572266
	Iteration 11Q: 3 clusters Score -1.241317e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -12414510.000000 Penalty: 5672.572266
	Iteration 12Q: 3 clusters Score -1.241451e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -12415357.000000 Penalty: 5672.572266
	Iteration 13Q: 3 clusters Score -1.241536e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -12415790.000000 Penalty: 5672.572266
	Iteration 14Q: 3 clusters Score -1.241579e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -12416030.000000 Penalty: 5672.572266
	Iteration 15Q: 3 clusters Score -1.241603e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -12416145.000000 Penalty: 5672.572266
	Iteration 16Q: 3 clusters Score -1.241614e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -12416242.000000 Penalty: 5672.572266
	Iteration 17Q: 3 clusters Score -1.241624e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -12416314.000000 Penalty: 5672.572266
	Iteration 18Q: 3 clusters Score -1.241631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -12416370.000000 Penalty: 5672.572266
	Iteration 19Q: 3 clusters Score -1.241637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -12416401.000000 Penalty: 5672.572266
	Iteration 20F: 3 clusters Score -1.24164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -12416421.000000 Penalty: 5672.572266
	Iteration 21Q: 3 clusters Score -1.241642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -12416435.000000 Penalty: 5672.572266
	Iteration 22Q: 3 clusters Score -1.241644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -12416435.000000 Penalty: 5672.572266
	Iteration 23Q: 3 clusters Score -1.241644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -12416453.000000 Penalty: 5672.572266
	Iteration 24Q: 3 clusters Score -1.241645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -12416469.000000 Penalty: 5672.572266
	Iteration 25Q: 3 clusters Score -1.241647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -12416479.000000 Penalty: 5672.572266
	Iteration 26Q: 3 clusters Score -1.241648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -12416488.000000 Penalty: 5672.572266
	Iteration 27Q: 3 clusters Score -1.241649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -12416491.000000 Penalty: 5672.572266
	Iteration 28Q: 3 clusters Score -1.241649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -12416494.000000 Penalty: 5672.572266
	Iteration 29Q: 3 clusters Score -1.241649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -12416494.000000 Penalty: 5672.572266
	Iteration 30F: 3 clusters Score -1.241649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (151003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151003 members 
Entering Unmasked Estep 
Score: -20119310.000000 Penalty: 2957.413574
	Iteration 0F: 2 clusters Score -2.011931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -20019014.000000 Penalty: 5914.827148
	Iteration 0F: 3 clusters Score -2.001901e+07 nChanged 72195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -20060274.000000 Penalty: 5914.827148
	Iteration 1F: 3 clusters Score -2.006027e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -20061324.000000 Penalty: 5914.827148
	Iteration 2Q: 3 clusters Score -2.006132e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -20062412.000000 Penalty: 5914.827148
	Iteration 3Q: 3 clusters Score -2.006241e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -20063962.000000 Penalty: 5914.827148
	Iteration 4Q: 3 clusters Score -2.006396e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -20066272.000000 Penalty: 5914.827148
	Iteration 5Q: 3 clusters Score -2.006627e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 64312 members 
Entering Unmasked Estep 
Score: -20070498.000000 Penalty: 5914.827148
	Iteration 6F: 3 clusters Score -2.00705e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -20077260.000000 Penalty: 5914.827148
	Iteration 7F: 3 clusters Score -2.007726e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -20087340.000000 Penalty: 5914.827148
	Iteration 8F: 3 clusters Score -2.008734e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -20097374.000000 Penalty: 5914.827148
	Iteration 9F: 3 clusters Score -2.009737e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -20102736.000000 Penalty: 5914.827148
	Iteration 10F: 3 clusters Score -2.010274e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -20104616.000000 Penalty: 5914.827148
	Iteration 11Q: 3 clusters Score -2.010462e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -20105792.000000 Penalty: 5914.827148
	Iteration 12Q: 3 clusters Score -2.010579e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -20106576.000000 Penalty: 5914.827148
	Iteration 13Q: 3 clusters Score -2.010658e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -20107406.000000 Penalty: 5914.827148
	Iteration 14Q: 3 clusters Score -2.010741e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120366 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -20108194.000000 Penalty: 5914.827148
	Iteration 15Q: 3 clusters Score -2.010819e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -20108970.000000 Penalty: 5914.827148
	Iteration 16Q: 3 clusters Score -2.010897e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -20109564.000000 Penalty: 5914.827148
	Iteration 17Q: 3 clusters Score -2.010956e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -20110110.000000 Penalty: 5914.827148
	Iteration 18Q: 3 clusters Score -2.011011e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -20110552.000000 Penalty: 5914.827148
	Iteration 19Q: 3 clusters Score -2.011055e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -20111064.000000 Penalty: 5914.827148
	Iteration 20F: 3 clusters Score -2.011106e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -20111618.000000 Penalty: 5914.827148
	Iteration 21Q: 3 clusters Score -2.011162e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132797 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -20112078.000000 Penalty: 5914.827148
	Iteration 22Q: 3 clusters Score -2.011208e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -20112446.000000 Penalty: 5914.827148
	Iteration 23Q: 3 clusters Score -2.011245e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -20112902.000000 Penalty: 5914.827148
	Iteration 24Q: 3 clusters Score -2.01129e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137146 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -20113300.000000 Penalty: 5914.827148
	Iteration 25Q: 3 clusters Score -2.01133e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138438 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -20113786.000000 Penalty: 5914.827148
	Iteration 26Q: 3 clusters Score -2.011379e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -20114272.000000 Penalty: 5914.827148
	Iteration 27Q: 3 clusters Score -2.011427e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -20114588.000000 Penalty: 5914.827148
	Iteration 28Q: 3 clusters Score -2.011459e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -20114922.000000 Penalty: 5914.827148
	Iteration 29Q: 3 clusters Score -2.011492e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -20115172.000000 Penalty: 5914.827148
	Iteration 30Q: 3 clusters Score -2.011517e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -20115420.000000 Penalty: 5914.827148
	Iteration 31Q: 3 clusters Score -2.011542e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -20115568.000000 Penalty: 5914.827148
	Iteration 32Q: 3 clusters Score -2.011557e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -20115698.000000 Penalty: 5914.827148
	Iteration 33Q: 3 clusters Score -2.01157e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -20115890.000000 Penalty: 5914.827148
	Iteration 34Q: 3 clusters Score -2.011589e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -20116092.000000 Penalty: 5914.827148
	Iteration 35Q: 3 clusters Score -2.011609e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146260 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -20116202.000000 Penalty: 5914.827148
	Iteration 36Q: 3 clusters Score -2.01162e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20116264.000000 Penalty: 5914.827148
	Iteration 37Q: 3 clusters Score -2.011626e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -20116320.000000 Penalty: 5914.827148
	Iteration 38Q: 3 clusters Score -2.011632e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147222 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -20116354.000000 Penalty: 5914.827148
	Iteration 39Q: 3 clusters Score -2.011635e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147441 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -20116410.000000 Penalty: 5914.827148
	Iteration 40F: 3 clusters Score -2.011641e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20116458.000000 Penalty: 5914.827148
	Iteration 41Q: 3 clusters Score -2.011646e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20116516.000000 Penalty: 5914.827148
	Iteration 42Q: 3 clusters Score -2.011652e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -20116542.000000 Penalty: 5914.827148
	Iteration 43Q: 3 clusters Score -2.011654e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -20116602.000000 Penalty: 5914.827148
	Iteration 44Q: 3 clusters Score -2.01166e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -20116628.000000 Penalty: 5914.827148
	Iteration 45Q: 3 clusters Score -2.011663e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148358 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -20116698.000000 Penalty: 5914.827148
	Iteration 46Q: 3 clusters Score -2.01167e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -20116756.000000 Penalty: 5914.827148
	Iteration 47Q: 3 clusters Score -2.011676e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20116736.000000 Penalty: 5914.827148
	Iteration 48Q: 3 clusters Score -2.011674e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148626 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20116762.000000 Penalty: 5914.827148
	Iteration 49Q: 3 clusters Score -2.011676e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20116800.000000 Penalty: 5914.827148
	Iteration 50Q: 3 clusters Score -2.01168e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -20116802.000000 Penalty: 5914.827148
	Iteration 51Q: 3 clusters Score -2.01168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20116812.000000 Penalty: 5914.827148
	Iteration 52Q: 3 clusters Score -2.011681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -20116822.000000 Penalty: 5914.827148
	Iteration 53Q: 3 clusters Score -2.011682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -20116812.000000 Penalty: 5914.827148
	Iteration 54Q: 3 clusters Score -2.011681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -20116822.000000 Penalty: 5914.827148
	Iteration 55Q: 3 clusters Score -2.011682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149074 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20116830.000000 Penalty: 5914.827148
	Iteration 56Q: 3 clusters Score -2.011683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -20116844.000000 Penalty: 5914.827148
	Iteration 57Q: 3 clusters Score -2.011684e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -20116856.000000 Penalty: 5914.827148
	Iteration 58Q: 3 clusters Score -2.011686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20116852.000000 Penalty: 5914.827148
	Iteration 59Q: 3 clusters Score -2.011685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149223 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -20116860.000000 Penalty: 5914.827148
	Iteration 60F: 3 clusters Score -2.011686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149255 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20116862.000000 Penalty: 5914.827148
	Iteration 61Q: 3 clusters Score -2.011686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20116860.000000 Penalty: 5914.827148
	Iteration 62Q: 3 clusters Score -2.011686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20116842.000000 Penalty: 5914.827148
	Iteration 63Q: 3 clusters Score -2.011684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20116854.000000 Penalty: 5914.827148
	Iteration 64Q: 3 clusters Score -2.011685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149322 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20116856.000000 Penalty: 5914.827148
	Iteration 65Q: 3 clusters Score -2.011686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20116858.000000 Penalty: 5914.827148
	Iteration 66Q: 3 clusters Score -2.011686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20116854.000000 Penalty: 5914.827148
	Iteration 67Q: 3 clusters Score -2.011685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20116864.000000 Penalty: 5914.827148
	Iteration 68Q: 3 clusters Score -2.011686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20116874.000000 Penalty: 5914.827148
	Iteration 69Q: 3 clusters Score -2.011687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20116864.000000 Penalty: 5914.827148
	Iteration 70Q: 3 clusters Score -2.011686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -20116894.000000 Penalty: 5914.827148
	Iteration 71Q: 3 clusters Score -2.011689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20116890.000000 Penalty: 5914.827148
	Iteration 72Q: 3 clusters Score -2.011689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20116884.000000 Penalty: 5914.827148
	Iteration 73Q: 3 clusters Score -2.011688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20116898.000000 Penalty: 5914.827148
	Iteration 74Q: 3 clusters Score -2.01169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -20116892.000000 Penalty: 5914.827148
	Iteration 75Q: 3 clusters Score -2.011689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20116894.000000 Penalty: 5914.827148
	Iteration 76Q: 3 clusters Score -2.011689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20116902.000000 Penalty: 5914.827148
	Iteration 77Q: 3 clusters Score -2.01169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20116892.000000 Penalty: 5914.827148
	Iteration 78Q: 3 clusters Score -2.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149439 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20116896.000000 Penalty: 5914.827148
	Iteration 79Q: 3 clusters Score -2.01169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20116904.000000 Penalty: 5914.827148
	Iteration 80F: 3 clusters Score -2.01169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20116900.000000 Penalty: 5914.827148
	Iteration 81Q: 3 clusters Score -2.01169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149444 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -20116898.000000 Penalty: 5914.827148
	Iteration 82Q: 3 clusters Score -2.01169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20116892.000000 Penalty: 5914.827148
	Iteration 83Q: 3 clusters Score -2.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149451 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -20116892.000000 Penalty: 5914.827148
	Iteration 84Q: 3 clusters Score -2.011689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -20116888.000000 Penalty: 5914.827148
	Iteration 85Q: 3 clusters Score -2.011689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20116896.000000 Penalty: 5914.827148
	Iteration 86Q: 3 clusters Score -2.01169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -20116888.000000 Penalty: 5914.827148
	Iteration 87Q: 3 clusters Score -2.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -20116886.000000 Penalty: 5914.827148
	Iteration 88Q: 3 clusters Score -2.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -20116878.000000 Penalty: 5914.827148
	Iteration 89Q: 3 clusters Score -2.011688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -20116898.000000 Penalty: 5914.827148
	Iteration 90Q: 3 clusters Score -2.01169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20116898.000000 Penalty: 5914.827148
	Iteration 91Q: 3 clusters Score -2.01169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20116900.000000 Penalty: 5914.827148
	Iteration 92Q: 3 clusters Score -2.01169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149486 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5914.827148
	Iteration 93Q: 3 clusters Score -2.011691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -20116900.000000 Penalty: 5914.827148
	Iteration 94Q: 3 clusters Score -2.01169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20116896.000000 Penalty: 5914.827148
	Iteration 95Q: 3 clusters Score -2.01169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5914.827148
	Iteration 96Q: 3 clusters Score -2.011691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149489 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5914.827148
	Iteration 97F: 3 clusters Score -2.011691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -119265.015625 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -119265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117345.054688 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -117345.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117777.500000 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -117777.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118256.531250 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -118256.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118933.132812 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -118933.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -119290.406250 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -119290.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -119459.914062 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -119459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119541.570312 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -119541.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -119590.578125 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -119590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -119626.843750 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -119626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -119675.796875 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -119675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -119681.078125 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -119681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -119693.210938 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -119693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -119696.203125 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -119696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -119702.234375 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -119702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -119704.484375 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -119704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -119705.343750 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -119705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -119706.976562 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -119707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -119706.976562 Penalty: 3417.742188
	Iteration 17F: 3 clusters Score -119707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 265 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
Score: -135256304.000000 Penalty: 65258.660156
Splitting cluster 15 changes total score from -135257760.000000 to -135256304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Entering Unmasked Estep 
Score: -1640857.125000 Penalty: 2336.409424
	Iteration 0F: 2 clusters Score -1640857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1631699.500000 Penalty: 4672.818848
	Iteration 0F: 3 clusters Score -1631700 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1634484.625000 Penalty: 4672.818848
	Iteration 1F: 3 clusters Score -1634485 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1634782.250000 Penalty: 4672.818848
	Iteration 2F: 3 clusters Score -1634782 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1634960.625000 Penalty: 4672.818848
	Iteration 3Q: 3 clusters Score -1634961 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1635093.500000 Penalty: 4672.818848
	Iteration 4Q: 3 clusters Score -1635094 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1635214.625000 Penalty: 4672.818848
	Iteration 5Q: 3 clusters Score -1635215 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1635328.250000 Penalty: 4672.818848
	Iteration 6Q: 3 clusters Score -1635328 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1635441.250000 Penalty: 4672.818848
	Iteration 7Q: 3 clusters Score -1635441 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1635558.625000 Penalty: 4672.818848
	Iteration 8Q: 3 clusters Score -1635559 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1635657.750000 Penalty: 4672.818848
	Iteration 9Q: 3 clusters Score -1635658 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1635763.375000 Penalty: 4672.818848
	Iteration 10Q: 3 clusters Score -1635763 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1635878.750000 Penalty: 4672.818848
	Iteration 11Q: 3 clusters Score -1635879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1636007.375000 Penalty: 4672.818848
	Iteration 12Q: 3 clusters Score -1636007 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1636158.250000 Penalty: 4672.818848
	Iteration 13Q: 3 clusters Score -1636158 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1636319.625000 Penalty: 4672.818848
	Iteration 14Q: 3 clusters Score -1636320 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1636492.125000 Penalty: 4672.818848
	Iteration 15Q: 3 clusters Score -1636492 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1636675.500000 Penalty: 4672.818848
	Iteration 16Q: 3 clusters Score -1636676 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1636859.000000 Penalty: 4672.818848
	Iteration 17Q: 3 clusters Score -1636859 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1637032.000000 Penalty: 4672.818848
	Iteration 18Q: 3 clusters Score -1637032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1637160.125000 Penalty: 4672.818848
	Iteration 19Q: 3 clusters Score -1637160 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1637264.875000 Penalty: 4672.818848
	Iteration 20F: 3 clusters Score -1637265 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1637358.250000 Penalty: 4672.818848
	Iteration 21Q: 3 clusters Score -1637358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1637435.750000 Penalty: 4672.818848
	Iteration 22Q: 3 clusters Score -1637436 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1637503.500000 Penalty: 4672.818848
	Iteration 23Q: 3 clusters Score -1637504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1637575.500000 Penalty: 4672.818848
	Iteration 24Q: 3 clusters Score -1637576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1637638.625000 Penalty: 4672.818848
	Iteration 25Q: 3 clusters Score -1637639 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1637705.000000 Penalty: 4672.818848
	Iteration 26Q: 3 clusters Score -1637705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1637773.375000 Penalty: 4672.818848
	Iteration 27Q: 3 clusters Score -1637773 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1637840.375000 Penalty: 4672.818848
	Iteration 28Q: 3 clusters Score -1637840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1637903.375000 Penalty: 4672.818848
	Iteration 29Q: 3 clusters Score -1637903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1637953.750000 Penalty: 4672.818848
	Iteration 30Q: 3 clusters Score -1637954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1637997.500000 Penalty: 4672.818848
	Iteration 31Q: 3 clusters Score -1637998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1638039.000000 Penalty: 4672.818848
	Iteration 32Q: 3 clusters Score -1638039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1638074.000000 Penalty: 4672.818848
	Iteration 33Q: 3 clusters Score -1638074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1638110.750000 Penalty: 4672.818848
	Iteration 34Q: 3 clusters Score -1638111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1638131.875000 Penalty: 4672.818848
	Iteration 35Q: 3 clusters Score -1638132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1638151.250000 Penalty: 4672.818848
	Iteration 36Q: 3 clusters Score -1638151 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1638173.625000 Penalty: 4672.818848
	Iteration 37Q: 3 clusters Score -1638174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1638199.250000 Penalty: 4672.818848
	Iteration 38Q: 3 clusters Score -1638199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1638230.000000 Penalty: 4672.818848
	Iteration 39Q: 3 clusters Score -1638230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1638250.000000 Penalty: 4672.818848
	Iteration 40F: 3 clusters Score -1638250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1638268.250000 Penalty: 4672.818848
	Iteration 41Q: 3 clusters Score -1638268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1638289.000000 Penalty: 4672.818848
	Iteration 42Q: 3 clusters Score -1638289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1638307.625000 Penalty: 4672.818848
	Iteration 43Q: 3 clusters Score -1638308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1638323.250000 Penalty: 4672.818848
	Iteration 44Q: 3 clusters Score -1638323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1638335.000000 Penalty: 4672.818848
	Iteration 45Q: 3 clusters Score -1638335 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1638350.000000 Penalty: 4672.818848
	Iteration 46Q: 3 clusters Score -1638350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1638362.750000 Penalty: 4672.818848
	Iteration 47Q: 3 clusters Score -1638363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1638367.875000 Penalty: 4672.818848
	Iteration 48Q: 3 clusters Score -1638368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1638383.625000 Penalty: 4672.818848
	Iteration 49Q: 3 clusters Score -1638384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1638397.250000 Penalty: 4672.818848
	Iteration 50Q: 3 clusters Score -1638397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1638398.125000 Penalty: 4672.818848
	Iteration 51Q: 3 clusters Score -1638398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1638410.000000 Penalty: 4672.818848
	Iteration 52Q: 3 clusters Score -1638410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1638415.625000 Penalty: 4672.818848
	Iteration 53Q: 3 clusters Score -1638416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1638420.750000 Penalty: 4672.818848
	Iteration 54Q: 3 clusters Score -1638421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1638425.500000 Penalty: 4672.818848
	Iteration 55Q: 3 clusters Score -1638426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1638434.375000 Penalty: 4672.818848
	Iteration 56Q: 3 clusters Score -1638434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1638440.000000 Penalty: 4672.818848
	Iteration 57Q: 3 clusters Score -1638440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1638443.750000 Penalty: 4672.818848
	Iteration 58Q: 3 clusters Score -1638444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1638449.000000 Penalty: 4672.818848
	Iteration 59Q: 3 clusters Score -1638449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1638452.625000 Penalty: 4672.818848
	Iteration 60F: 3 clusters Score -1638453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1638465.000000 Penalty: 4672.818848
	Iteration 61Q: 3 clusters Score -1638465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1638467.625000 Penalty: 4672.818848
	Iteration 62Q: 3 clusters Score -1638468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1638477.750000 Penalty: 4672.818848
	Iteration 63Q: 3 clusters Score -1638478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1638481.750000 Penalty: 4672.818848
	Iteration 64Q: 3 clusters Score -1638482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1638485.375000 Penalty: 4672.818848
	Iteration 65Q: 3 clusters Score -1638485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1638490.375000 Penalty: 4672.818848
	Iteration 66Q: 3 clusters Score -1638490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1638495.625000 Penalty: 4672.818848
	Iteration 67Q: 3 clusters Score -1638496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1638495.750000 Penalty: 4672.818848
	Iteration 68Q: 3 clusters Score -1638496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1638498.625000 Penalty: 4672.818848
	Iteration 69Q: 3 clusters Score -1638499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1638505.750000 Penalty: 4672.818848
	Iteration 70Q: 3 clusters Score -1638506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1638509.625000 Penalty: 4672.818848
	Iteration 71Q: 3 clusters Score -1638510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1638511.500000 Penalty: 4672.818848
	Iteration 72Q: 3 clusters Score -1638512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1638515.875000 Penalty: 4672.818848
	Iteration 73Q: 3 clusters Score -1638516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1638520.000000 Penalty: 4672.818848
	Iteration 74Q: 3 clusters Score -1638520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1638522.875000 Penalty: 4672.818848
	Iteration 75Q: 3 clusters Score -1638523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1638525.375000 Penalty: 4672.818848
	Iteration 76Q: 3 clusters Score -1638525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1638531.500000 Penalty: 4672.818848
	Iteration 77Q: 3 clusters Score -1638532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1638534.000000 Penalty: 4672.818848
	Iteration 78Q: 3 clusters Score -1638534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1638539.625000 Penalty: 4672.818848
	Iteration 79Q: 3 clusters Score -1638540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1638541.375000 Penalty: 4672.818848
	Iteration 80F: 3 clusters Score -1638541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1638551.500000 Penalty: 4672.818848
	Iteration 81Q: 3 clusters Score -1638552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1638552.875000 Penalty: 4672.818848
	Iteration 82Q: 3 clusters Score -1638553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1638558.000000 Penalty: 4672.818848
	Iteration 83Q: 3 clusters Score -1638558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1638563.750000 Penalty: 4672.818848
	Iteration 84Q: 3 clusters Score -1638564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1638566.625000 Penalty: 4672.818848
	Iteration 85Q: 3 clusters Score -1638567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1638568.125000 Penalty: 4672.818848
	Iteration 86Q: 3 clusters Score -1638568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1638572.250000 Penalty: 4672.818848
	Iteration 87Q: 3 clusters Score -1638572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1638572.625000 Penalty: 4672.818848
	Iteration 88Q: 3 clusters Score -1638573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1638578.125000 Penalty: 4672.818848
	Iteration 89Q: 3 clusters Score -1638578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1638578.250000 Penalty: 4672.818848
	Iteration 90Q: 3 clusters Score -1638578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1638583.125000 Penalty: 4672.818848
	Iteration 91Q: 3 clusters Score -1638583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1638582.875000 Penalty: 4672.818848
	Iteration 92Q: 3 clusters Score -1638583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1638584.250000 Penalty: 4672.818848
	Iteration 93Q: 3 clusters Score -1638584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1638584.125000 Penalty: 4672.818848
	Iteration 94Q: 3 clusters Score -1638584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1638585.000000 Penalty: 4672.818848
	Iteration 95Q: 3 clusters Score -1638585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1638590.875000 Penalty: 4672.818848
	Iteration 96Q: 3 clusters Score -1638591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1638591.500000 Penalty: 4672.818848
	Iteration 97Q: 3 clusters Score -1638592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1638595.250000 Penalty: 4672.818848
	Iteration 98Q: 3 clusters Score -1638595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1638593.250000 Penalty: 4672.818848
	Iteration 99Q: 3 clusters Score -1638593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1638597.125000 Penalty: 4672.818848
	Iteration 100F: 3 clusters Score -1638597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1638603.625000 Penalty: 4672.818848
	Iteration 101Q: 3 clusters Score -1638604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1638604.750000 Penalty: 4672.818848
	Iteration 102Q: 3 clusters Score -1638605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1638603.875000 Penalty: 4672.818848
	Iteration 103Q: 3 clusters Score -1638604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1638606.875000 Penalty: 4672.818848
	Iteration 104Q: 3 clusters Score -1638607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1638611.125000 Penalty: 4672.818848
	Iteration 105Q: 3 clusters Score -1638611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1638609.500000 Penalty: 4672.818848
	Iteration 106Q: 3 clusters Score -1638610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1638613.625000 Penalty: 4672.818848
	Iteration 107Q: 3 clusters Score -1638614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1638621.125000 Penalty: 4672.818848
	Iteration 108Q: 3 clusters Score -1638621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1638620.250000 Penalty: 4672.818848
	Iteration 109Q: 3 clusters Score -1638620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1638624.250000 Penalty: 4672.818848
	Iteration 110Q: 3 clusters Score -1638624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1638623.125000 Penalty: 4672.818848
	Iteration 111Q: 3 clusters Score -1638623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1638625.250000 Penalty: 4672.818848
	Iteration 112Q: 3 clusters Score -1638625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1638624.500000 Penalty: 4672.818848
	Iteration 113Q: 3 clusters Score -1638624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1638624.500000 Penalty: 4672.818848
	Iteration 114Q: 3 clusters Score -1638624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1638626.125000 Penalty: 4672.818848
	Iteration 115Q: 3 clusters Score -1638626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1638628.375000 Penalty: 4672.818848
	Iteration 116Q: 3 clusters Score -1638628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1638627.875000 Penalty: 4672.818848
	Iteration 117Q: 3 clusters Score -1638628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1638631.500000 Penalty: 4672.818848
	Iteration 118Q: 3 clusters Score -1638632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1638631.250000 Penalty: 4672.818848
	Iteration 119Q: 3 clusters Score -1638631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1638631.250000 Penalty: 4672.818848
	Iteration 120F: 3 clusters Score -1638631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1638638.625000 Penalty: 4672.818848
	Iteration 121Q: 3 clusters Score -1638639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1638638.000000 Penalty: 4672.818848
	Iteration 122Q: 3 clusters Score -1638638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1638642.750000 Penalty: 4672.818848
	Iteration 123Q: 3 clusters Score -1638643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1638644.625000 Penalty: 4672.818848
	Iteration 124Q: 3 clusters Score -1638645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1638644.375000 Penalty: 4672.818848
	Iteration 125Q: 3 clusters Score -1638644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1638648.875000 Penalty: 4672.818848
	Iteration 126Q: 3 clusters Score -1638649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1638646.250000 Penalty: 4672.818848
	Iteration 127Q: 3 clusters Score -1638646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1638648.125000 Penalty: 4672.818848
	Iteration 128Q: 3 clusters Score -1638648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1638649.000000 Penalty: 4672.818848
	Iteration 129Q: 3 clusters Score -1638649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1638647.750000 Penalty: 4672.818848
	Iteration 130Q: 3 clusters Score -1638648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1638651.750000 Penalty: 4672.818848
	Iteration 131Q: 3 clusters Score -1638652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1638654.500000 Penalty: 4672.818848
	Iteration 132Q: 3 clusters Score -1638654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1638656.125000 Penalty: 4672.818848
	Iteration 133Q: 3 clusters Score -1638656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1638660.125000 Penalty: 4672.818848
	Iteration 134Q: 3 clusters Score -1638660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1638661.750000 Penalty: 4672.818848
	Iteration 135Q: 3 clusters Score -1638662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1638665.250000 Penalty: 4672.818848
	Iteration 136Q: 3 clusters Score -1638665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1638667.000000 Penalty: 4672.818848
	Iteration 137Q: 3 clusters Score -1638667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1638672.875000 Penalty: 4672.818848
	Iteration 138Q: 3 clusters Score -1638673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1638678.750000 Penalty: 4672.818848
	Iteration 139Q: 3 clusters Score -1638679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1638689.000000 Penalty: 4672.818848
	Iteration 140F: 3 clusters Score -1638689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1638692.000000 Penalty: 4672.818848
	Iteration 141Q: 3 clusters Score -1638692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1638703.750000 Penalty: 4672.818848
	Iteration 142Q: 3 clusters Score -1638704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1638708.000000 Penalty: 4672.818848
	Iteration 143Q: 3 clusters Score -1638708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1638717.875000 Penalty: 4672.818848
	Iteration 144Q: 3 clusters Score -1638718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1638723.625000 Penalty: 4672.818848
	Iteration 145Q: 3 clusters Score -1638724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1638722.625000 Penalty: 4672.818848
	Iteration 146Q: 3 clusters Score -1638723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1638730.625000 Penalty: 4672.818848
	Iteration 147Q: 3 clusters Score -1638731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1638729.250000 Penalty: 4672.818848
	Iteration 148Q: 3 clusters Score -1638729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1638734.625000 Penalty: 4672.818848
	Iteration 149Q: 3 clusters Score -1638735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1638741.500000 Penalty: 4672.818848
	Iteration 150Q: 3 clusters Score -1638742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1638743.500000 Penalty: 4672.818848
	Iteration 151Q: 3 clusters Score -1638744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1638741.375000 Penalty: 4672.818848
	Iteration 152Q: 3 clusters Score -1638741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1638743.250000 Penalty: 4672.818848
	Iteration 153Q: 3 clusters Score -1638743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1638741.250000 Penalty: 4672.818848
	Iteration 154Q: 3 clusters Score -1638741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1638746.250000 Penalty: 4672.818848
	Iteration 155Q: 3 clusters Score -1638746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1638749.500000 Penalty: 4672.818848
	Iteration 156Q: 3 clusters Score -1638750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1638755.625000 Penalty: 4672.818848
	Iteration 157Q: 3 clusters Score -1638756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1638759.750000 Penalty: 4672.818848
	Iteration 158Q: 3 clusters Score -1638760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1638761.625000 Penalty: 4672.818848
	Iteration 159Q: 3 clusters Score -1638762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1638765.875000 Penalty: 4672.818848
	Iteration 160F: 3 clusters Score -1638766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1638776.750000 Penalty: 4672.818848
	Iteration 161Q: 3 clusters Score -1638777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1638788.750000 Penalty: 4672.818848
	Iteration 162Q: 3 clusters Score -1638789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1638796.000000 Penalty: 4672.818848
	Iteration 163Q: 3 clusters Score -1638796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1638811.875000 Penalty: 4672.818848
	Iteration 164Q: 3 clusters Score -1638812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1638825.500000 Penalty: 4672.818848
	Iteration 165Q: 3 clusters Score -1638826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1638845.500000 Penalty: 4672.818848
	Iteration 166Q: 3 clusters Score -1638846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1638850.375000 Penalty: 4672.818848
	Iteration 167Q: 3 clusters Score -1638850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1638855.625000 Penalty: 4672.818848
	Iteration 168Q: 3 clusters Score -1638856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1638868.000000 Penalty: 4672.818848
	Iteration 169Q: 3 clusters Score -1638868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1638876.500000 Penalty: 4672.818848
	Iteration 170Q: 3 clusters Score -1638876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1638884.000000 Penalty: 4672.818848
	Iteration 171Q: 3 clusters Score -1638884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1638884.875000 Penalty: 4672.818848
	Iteration 172Q: 3 clusters Score -1638885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1638884.750000 Penalty: 4672.818848
	Iteration 173Q: 3 clusters Score -1638885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1638890.250000 Penalty: 4672.818848
	Iteration 174Q: 3 clusters Score -1638890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1638889.875000 Penalty: 4672.818848
	Iteration 175Q: 3 clusters Score -1638890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1638889.625000 Penalty: 4672.818848
	Iteration 176Q: 3 clusters Score -1638890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1638892.625000 Penalty: 4672.818848
	Iteration 177Q: 3 clusters Score -1638893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1638899.250000 Penalty: 4672.818848
	Iteration 178Q: 3 clusters Score -1638899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1638902.500000 Penalty: 4672.818848
	Iteration 179Q: 3 clusters Score -1638902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1638903.750000 Penalty: 4672.818848
	Iteration 180F: 3 clusters Score -1638904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1638904.875000 Penalty: 4672.818848
	Iteration 181Q: 3 clusters Score -1638905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1638908.750000 Penalty: 4672.818848
	Iteration 182Q: 3 clusters Score -1638909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1638908.125000 Penalty: 4672.818848
	Iteration 183Q: 3 clusters Score -1638908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1638910.375000 Penalty: 4672.818848
	Iteration 184Q: 3 clusters Score -1638910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1638914.125000 Penalty: 4672.818848
	Iteration 185Q: 3 clusters Score -1638914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1638911.750000 Penalty: 4672.818848
	Iteration 186Q: 3 clusters Score -1638912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1638911.750000 Penalty: 4672.818848
	Iteration 187F: 3 clusters Score -1638912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Entering Unmasked Estep 
Score: -3005895.500000 Penalty: 2497.574463
	Iteration 0F: 2 clusters Score -3005896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2989546.500000 Penalty: 4995.148926
	Iteration 0F: 3 clusters Score -2989546 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2995210.750000 Penalty: 4995.148926
	Iteration 1F: 3 clusters Score -2995211 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2995887.000000 Penalty: 4995.148926
	Iteration 2F: 3 clusters Score -2995887 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2996783.500000 Penalty: 4995.148926
	Iteration 3F: 3 clusters Score -2996784 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2998119.000000 Penalty: 4995.148926
	Iteration 4F: 3 clusters Score -2998119 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2999597.000000 Penalty: 4995.148926
	Iteration 5F: 3 clusters Score -2999597 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3001006.750000 Penalty: 4995.148926
	Iteration 6F: 3 clusters Score -3001007 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3002105.000000 Penalty: 4995.148926
	Iteration 7F: 3 clusters Score -3002105 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3002731.000000 Penalty: 4995.148926
	Iteration 8Q: 3 clusters Score -3002731 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3003079.500000 Penalty: 4995.148926
	Iteration 9Q: 3 clusters Score -3003080 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3003319.750000 Penalty: 4995.148926
	Iteration 10Q: 3 clusters Score -3003320 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3003510.000000 Penalty: 4995.148926
	Iteration 11Q: 3 clusters Score -3003510 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3003651.750000 Penalty: 4995.148926
	Iteration 12Q: 3 clusters Score -3003652 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3003779.500000 Penalty: 4995.148926
	Iteration 13Q: 3 clusters Score -3003780 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3003872.000000 Penalty: 4995.148926
	Iteration 14Q: 3 clusters Score -3003872 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3003962.000000 Penalty: 4995.148926
	Iteration 15Q: 3 clusters Score -3003962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3004051.000000 Penalty: 4995.148926
	Iteration 16Q: 3 clusters Score -3004051 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3004123.750000 Penalty: 4995.148926
	Iteration 17Q: 3 clusters Score -3004124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3004159.000000 Penalty: 4995.148926
	Iteration 18Q: 3 clusters Score -3004159 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3004182.750000 Penalty: 4995.148926
	Iteration 19Q: 3 clusters Score -3004183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3004207.250000 Penalty: 4995.148926
	Iteration 20F: 3 clusters Score -3004207 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3004235.250000 Penalty: 4995.148926
	Iteration 21Q: 3 clusters Score -3004235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3004250.250000 Penalty: 4995.148926
	Iteration 22Q: 3 clusters Score -3004250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3004262.000000 Penalty: 4995.148926
	Iteration 23Q: 3 clusters Score -3004262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3004271.000000 Penalty: 4995.148926
	Iteration 24Q: 3 clusters Score -3004271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3004276.000000 Penalty: 4995.148926
	Iteration 25Q: 3 clusters Score -3004276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3004284.750000 Penalty: 4995.148926
	Iteration 26Q: 3 clusters Score -3004285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3004296.000000 Penalty: 4995.148926
	Iteration 27Q: 3 clusters Score -3004296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3004298.500000 Penalty: 4995.148926
	Iteration 28Q: 3 clusters Score -3004298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3004304.500000 Penalty: 4995.148926
	Iteration 29Q: 3 clusters Score -3004304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3004301.500000 Penalty: 4995.148926
	Iteration 30Q: 3 clusters Score -3004302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3004315.500000 Penalty: 4995.148926
	Iteration 31Q: 3 clusters Score -3004316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3004313.000000 Penalty: 4995.148926
	Iteration 32Q: 3 clusters Score -3004313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3004318.500000 Penalty: 4995.148926
	Iteration 33Q: 3 clusters Score -3004318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3004326.500000 Penalty: 4995.148926
	Iteration 34Q: 3 clusters Score -3004326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3004322.750000 Penalty: 4995.148926
	Iteration 35Q: 3 clusters Score -3004323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3004329.250000 Penalty: 4995.148926
	Iteration 36Q: 3 clusters Score -3004329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3004334.500000 Penalty: 4995.148926
	Iteration 37Q: 3 clusters Score -3004334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3004333.000000 Penalty: 4995.148926
	Iteration 38Q: 3 clusters Score -3004333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3004332.750000 Penalty: 4995.148926
	Iteration 39Q: 3 clusters Score -3004333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -3004339.750000 Penalty: 4995.148926
	Iteration 40F: 3 clusters Score -3004340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3004339.500000 Penalty: 4995.148926
	Iteration 41Q: 3 clusters Score -3004340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3004340.000000 Penalty: 4995.148926
	Iteration 42Q: 3 clusters Score -3004340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3004345.000000 Penalty: 4995.148926
	Iteration 43Q: 3 clusters Score -3004345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3004344.750000 Penalty: 4995.148926
	Iteration 44Q: 3 clusters Score -3004345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3004346.250000 Penalty: 4995.148926
	Iteration 45Q: 3 clusters Score -3004346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3004347.750000 Penalty: 4995.148926
	Iteration 46Q: 3 clusters Score -3004348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3004353.500000 Penalty: 4995.148926
	Iteration 47Q: 3 clusters Score -3004354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3004352.750000 Penalty: 4995.148926
	Iteration 48Q: 3 clusters Score -3004353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3004352.250000 Penalty: 4995.148926
	Iteration 49Q: 3 clusters Score -3004352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3004358.000000 Penalty: 4995.148926
	Iteration 50Q: 3 clusters Score -3004358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3004359.000000 Penalty: 4995.148926
	Iteration 51Q: 3 clusters Score -3004359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3004355.000000 Penalty: 4995.148926
	Iteration 52Q: 3 clusters Score -3004355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3004363.000000 Penalty: 4995.148926
	Iteration 53Q: 3 clusters Score -3004363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3004364.000000 Penalty: 4995.148926
	Iteration 54Q: 3 clusters Score -3004364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3004366.750000 Penalty: 4995.148926
	Iteration 55Q: 3 clusters Score -3004367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3004362.000000 Penalty: 4995.148926
	Iteration 56Q: 3 clusters Score -3004362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3004362.000000 Penalty: 4995.148926
	Iteration 57F: 3 clusters Score -3004362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Entering Unmasked Estep 
Score: -16146748.000000 Penalty: 2902.401367
	Iteration 0F: 2 clusters Score -1.614675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -16066248.000000 Penalty: 5804.802734
	Iteration 0F: 3 clusters Score -1.606625e+07 nChanged 57531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -16099005.000000 Penalty: 5804.802734
	Iteration 1F: 3 clusters Score -1.6099e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -16099965.000000 Penalty: 5804.802734
	Iteration 2Q: 3 clusters Score -1.609996e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -16101224.000000 Penalty: 5804.802734
	Iteration 3Q: 3 clusters Score -1.610122e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -16102811.000000 Penalty: 5804.802734
	Iteration 4Q: 3 clusters Score -1.610281e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -16105147.000000 Penalty: 5804.802734
	Iteration 5Q: 3 clusters Score -1.610515e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -16108625.000000 Penalty: 5804.802734
	Iteration 6F: 3 clusters Score -1.610862e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -16114176.000000 Penalty: 5804.802734
	Iteration 7F: 3 clusters Score -1.611418e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -16120876.000000 Penalty: 5804.802734
	Iteration 8F: 3 clusters Score -1.612088e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -16127151.000000 Penalty: 5804.802734
	Iteration 9F: 3 clusters Score -1.612715e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 98196 members 
Entering Unmasked Estep 
Score: -16131490.000000 Penalty: 5804.802734
	Iteration 10F: 3 clusters Score -1.613149e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -16134390.000000 Penalty: 5804.802734
	Iteration 11Q: 3 clusters Score -1.613439e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -16136154.000000 Penalty: 5804.802734
	Iteration 12Q: 3 clusters Score -1.613615e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -16137551.000000 Penalty: 5804.802734
	Iteration 13Q: 3 clusters Score -1.613755e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -16138855.000000 Penalty: 5804.802734
	Iteration 14Q: 3 clusters Score -1.613886e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -16139941.000000 Penalty: 5804.802734
	Iteration 15Q: 3 clusters Score -1.613994e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 112780 members 
Entering Unmasked Estep 
Score: -16140741.000000 Penalty: 5804.802734
	Iteration 16Q: 3 clusters Score -1.614074e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 114163 members 
Entering Unmasked Estep 
Score: -16141431.000000 Penalty: 5804.802734
	Iteration 17Q: 3 clusters Score -1.614143e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -16142042.000000 Penalty: 5804.802734
	Iteration 18Q: 3 clusters Score -1.614204e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -16142481.000000 Penalty: 5804.802734
	Iteration 19Q: 3 clusters Score -1.614248e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -16142819.000000 Penalty: 5804.802734
	Iteration 20F: 3 clusters Score -1.614282e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -16143109.000000 Penalty: 5804.802734
	Iteration 21Q: 3 clusters Score -1.614311e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -16143371.000000 Penalty: 5804.802734
	Iteration 22Q: 3 clusters Score -1.614337e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -16143560.000000 Penalty: 5804.802734
	Iteration 23Q: 3 clusters Score -1.614356e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -16143701.000000 Penalty: 5804.802734
	Iteration 24Q: 3 clusters Score -1.61437e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -16143851.000000 Penalty: 5804.802734
	Iteration 25Q: 3 clusters Score -1.614385e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -16143932.000000 Penalty: 5804.802734
	Iteration 26Q: 3 clusters Score -1.614393e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -16144020.000000 Penalty: 5804.802734
	Iteration 27Q: 3 clusters Score -1.614402e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 119620 members 
Entering Unmasked Estep 
Score: -16144086.000000 Penalty: 5804.802734
	Iteration 28Q: 3 clusters Score -1.614409e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -16144113.000000 Penalty: 5804.802734
	Iteration 29Q: 3 clusters Score -1.614411e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -16144125.000000 Penalty: 5804.802734
	Iteration 30Q: 3 clusters Score -1.614412e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -16144140.000000 Penalty: 5804.802734
	Iteration 31Q: 3 clusters Score -1.614414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -16144177.000000 Penalty: 5804.802734
	Iteration 32Q: 3 clusters Score -1.614418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -16144180.000000 Penalty: 5804.802734
	Iteration 33Q: 3 clusters Score -1.614418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 119935 members 
Entering Unmasked Estep 
Score: -16144203.000000 Penalty: 5804.802734
	Iteration 34Q: 3 clusters Score -1.61442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -16144198.000000 Penalty: 5804.802734
	Iteration 35Q: 3 clusters Score -1.61442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -16144204.000000 Penalty: 5804.802734
	Iteration 36Q: 3 clusters Score -1.61442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
Score: -16144222.000000 Penalty: 5804.802734
	Iteration 37Q: 3 clusters Score -1.614422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -16144214.000000 Penalty: 5804.802734
	Iteration 38Q: 3 clusters Score -1.614421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -16144216.000000 Penalty: 5804.802734
	Iteration 39Q: 3 clusters Score -1.614422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -16144236.000000 Penalty: 5804.802734
	Iteration 40F: 3 clusters Score -1.614424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -16144244.000000 Penalty: 5804.802734
	Iteration 41Q: 3 clusters Score -1.614424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -16144242.000000 Penalty: 5804.802734
	Iteration 42Q: 3 clusters Score -1.614424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -16144252.000000 Penalty: 5804.802734
	Iteration 43Q: 3 clusters Score -1.614425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -16144235.000000 Penalty: 5804.802734
	Iteration 44Q: 3 clusters Score -1.614424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -16144240.000000 Penalty: 5804.802734
	Iteration 45Q: 3 clusters Score -1.614424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -16144250.000000 Penalty: 5804.802734
	Iteration 46Q: 3 clusters Score -1.614425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -16144258.000000 Penalty: 5804.802734
	Iteration 47Q: 3 clusters Score -1.614426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 120146 members 
Entering Unmasked Estep 
Score: -16144270.000000 Penalty: 5804.802734
	Iteration 48Q: 3 clusters Score -1.614427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -16144267.000000 Penalty: 5804.802734
	Iteration 49Q: 3 clusters Score -1.614427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -16144268.000000 Penalty: 5804.802734
	Iteration 50Q: 3 clusters Score -1.614427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -16144265.000000 Penalty: 5804.802734
	Iteration 51Q: 3 clusters Score -1.614426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -16144268.000000 Penalty: 5804.802734
	Iteration 52Q: 3 clusters Score -1.614427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -16144272.000000 Penalty: 5804.802734
	Iteration 53Q: 3 clusters Score -1.614427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -16144270.000000 Penalty: 5804.802734
	Iteration 54Q: 3 clusters Score -1.614427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -16144270.000000 Penalty: 5804.802734
	Iteration 55Q: 3 clusters Score -1.614427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -16144270.000000 Penalty: 5804.802734
	Iteration 56F: 3 clusters Score -1.614427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54579 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2899 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 151003 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 120962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257728.000000 Penalty: 61823.992188
Iteration 119Q: 19 clusters Score -1.352577e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 22615 members 
Mstep: Class 4 contains 155038 members 
Mstep: Class 5 contains 47076 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 54591 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 179665 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92615 members 
Mstep: Class 14 contains 151026 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12332 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 120879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257568.000000 Penalty: 61823.992188
Iteration 120F: 19 clusters Score -1.352576e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 4347 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 155033 members 
Mstep: Class 5 contains 47080 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54610 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2888 members 
Mstep: Class 11 contains 179715 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92576 members 
Mstep: Class 14 contains 151049 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12301 members 
Mstep: Class 18 contains 23659 members 
Mstep: Class 19 contains 120819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257440.000000 Penalty: 61823.992188
Iteration 121Q: 19 clusters Score -1.352574e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 4350 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 155036 members 
Mstep: Class 5 contains 47082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54628 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 179740 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92530 members 
Mstep: Class 14 contains 151094 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 18 contains 23670 members 
Mstep: Class 19 contains 120760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257536.000000 Penalty: 61823.992188
Iteration 122Q: 19 clusters Score -1.352575e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161495 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 22617 members 
Mstep: Class 4 contains 155021 members 
Mstep: Class 5 contains 47088 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54646 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 179778 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92494 members 
Mstep: Class 14 contains 151135 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12258 members 
Mstep: Class 18 contains 23673 members 
Mstep: Class 19 contains 120690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257792.000000 Penalty: 61823.992188
Iteration 123Q: 19 clusters Score -1.352578e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161525 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 22621 members 
Mstep: Class 4 contains 155009 members 
Mstep: Class 5 contains 47090 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54650 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 179825 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92452 members 
Mstep: Class 14 contains 151176 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12239 members 
Mstep: Class 18 contains 23676 members 
Mstep: Class 19 contains 120639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257920.000000 Penalty: 61823.992188
Iteration 124Q: 19 clusters Score -1.352579e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 22619 members 
Mstep: Class 4 contains 154987 members 
Mstep: Class 5 contains 47082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 54671 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 179869 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92407 members 
Mstep: Class 14 contains 151227 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 18 contains 23678 members 
Mstep: Class 19 contains 120623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257968.000000 Penalty: 61823.992188
Iteration 125Q: 19 clusters Score -1.35258e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 22622 members 
Mstep: Class 4 contains 154976 members 
Mstep: Class 5 contains 47079 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 54691 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 179915 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92355 members 
Mstep: Class 14 contains 151263 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 18 contains 23675 members 
Mstep: Class 19 contains 120600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258224.000000 Penalty: 61823.992188
Iteration 126Q: 19 clusters Score -1.352582e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 154954 members 
Mstep: Class 5 contains 47080 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 54714 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 179949 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92325 members 
Mstep: Class 14 contains 151315 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 18 contains 23677 members 
Mstep: Class 19 contains 120553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258320.000000 Penalty: 61823.992188
Iteration 127Q: 19 clusters Score -1.352583e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161581 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 154933 members 
Mstep: Class 5 contains 47080 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54733 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 179973 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92295 members 
Mstep: Class 14 contains 151399 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 18 contains 23683 members 
Mstep: Class 19 contains 120492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258384.000000 Penalty: 61823.992188
Iteration 128Q: 19 clusters Score -1.352584e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 22653 members 
Mstep: Class 4 contains 154927 members 
Mstep: Class 5 contains 47095 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 54746 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 179981 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92284 members 
Mstep: Class 14 contains 151477 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 18 contains 23689 members 
Mstep: Class 19 contains 120426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258160.000000 Penalty: 61823.992188
Iteration 129Q: 19 clusters Score -1.352582e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 22656 members 
Mstep: Class 4 contains 154923 members 
Mstep: Class 5 contains 47113 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54753 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 180014 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92264 members 
Mstep: Class 14 contains 151570 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 18 contains 23695 members 
Mstep: Class 19 contains 120331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258144.000000 Penalty: 61823.992188
Iteration 130Q: 19 clusters Score -1.352581e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 22650 members 
Mstep: Class 4 contains 154913 members 
Mstep: Class 5 contains 47119 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54766 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 180037 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92235 members 
Mstep: Class 14 contains 151677 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12056 members 
Mstep: Class 18 contains 23698 members 
Mstep: Class 19 contains 120249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258496.000000 Penalty: 61823.992188
Iteration 131Q: 19 clusters Score -1.352585e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 22640 members 
Mstep: Class 4 contains 154905 members 
Mstep: Class 5 contains 47119 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54788 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 180055 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92201 members 
Mstep: Class 14 contains 151786 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12043 members 
Mstep: Class 18 contains 23706 members 
Mstep: Class 19 contains 120161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258432.000000 Penalty: 61823.992188
Iteration 132Q: 19 clusters Score -1.352584e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 154914 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54810 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 180052 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92180 members 
Mstep: Class 14 contains 151898 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12028 members 
Mstep: Class 18 contains 23709 members 
Mstep: Class 19 contains 120054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258544.000000 Penalty: 61823.992188
Iteration 133Q: 19 clusters Score -1.352585e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 154897 members 
Mstep: Class 5 contains 47134 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54833 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 180056 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92148 members 
Mstep: Class 14 contains 151995 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 18 contains 23714 members 
Mstep: Class 19 contains 119974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 19 clusters Score -1.352584e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 154876 members 
Mstep: Class 5 contains 47137 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54847 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 180095 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92109 members 
Mstep: Class 14 contains 152049 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 12002 members 
Mstep: Class 18 contains 23714 members 
Mstep: Class 19 contains 119917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258464.000000 Penalty: 61823.992188
Iteration 135Q: 19 clusters Score -1.352585e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 22623 members 
Mstep: Class 4 contains 154857 members 
Mstep: Class 5 contains 47139 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54848 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 180128 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92073 members 
Mstep: Class 14 contains 152133 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 18 contains 23713 members 
Mstep: Class 19 contains 119862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258272.000000 Penalty: 61823.992188
Iteration 136Q: 19 clusters Score -1.352583e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 22613 members 
Mstep: Class 4 contains 154856 members 
Mstep: Class 5 contains 47148 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54852 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 180159 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92037 members 
Mstep: Class 14 contains 152212 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11973 members 
Mstep: Class 18 contains 23712 members 
Mstep: Class 19 contains 119820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258496.000000 Penalty: 61823.992188
Iteration 137Q: 19 clusters Score -1.352585e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 22610 members 
Mstep: Class 4 contains 154845 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54858 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2735 members 
Mstep: Class 11 contains 180196 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 92007 members 
Mstep: Class 14 contains 152276 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11951 members 
Mstep: Class 18 contains 23712 members 
Mstep: Class 19 contains 119788 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 19 clusters Score -1.352584e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 22604 members 
Mstep: Class 4 contains 154840 members 
Mstep: Class 5 contains 47154 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54855 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 180245 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91979 members 
Mstep: Class 14 contains 152332 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11929 members 
Mstep: Class 18 contains 23712 members 
Mstep: Class 19 contains 119767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258448.000000 Penalty: 61823.992188
Iteration 139Q: 19 clusters Score -1.352584e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161594 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 154833 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54863 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 180290 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91953 members 
Mstep: Class 14 contains 152372 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 18 contains 23712 members 
Mstep: Class 19 contains 119739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258432.000000 Penalty: 61823.992188
Iteration 140F: 19 clusters Score -1.352584e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 22585 members 
Mstep: Class 4 contains 154826 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54868 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2715 members 
Mstep: Class 11 contains 180334 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91924 members 
Mstep: Class 14 contains 152404 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11885 members 
Mstep: Class 18 contains 23715 members 
Mstep: Class 19 contains 119726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258544.000000 Penalty: 61823.992188
Iteration 141Q: 19 clusters Score -1.352585e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 22580 members 
Mstep: Class 4 contains 154832 members 
Mstep: Class 5 contains 47143 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54881 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 180357 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91898 members 
Mstep: Class 14 contains 152435 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11860 members 
Mstep: Class 18 contains 23716 members 
Mstep: Class 19 contains 119704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258464.000000 Penalty: 61823.992188
Iteration 142Q: 19 clusters Score -1.352585e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 154821 members 
Mstep: Class 5 contains 47150 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54891 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 180379 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91885 members 
Mstep: Class 14 contains 152466 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11831 members 
Mstep: Class 18 contains 23717 members 
Mstep: Class 19 contains 119681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258384.000000 Penalty: 61823.992188
Iteration 143Q: 19 clusters Score -1.352584e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 154813 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54898 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 180383 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91872 members 
Mstep: Class 14 contains 152501 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 18 contains 23719 members 
Mstep: Class 19 contains 119673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258320.000000 Penalty: 61823.992188
Iteration 144Q: 19 clusters Score -1.352583e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161649 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 154813 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 180375 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91853 members 
Mstep: Class 14 contains 152539 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 18 contains 23718 members 
Mstep: Class 19 contains 119656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258176.000000 Penalty: 61823.992188
Iteration 145Q: 19 clusters Score -1.352582e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 154812 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54908 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 180399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91834 members 
Mstep: Class 14 contains 152580 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 18 contains 23720 members 
Mstep: Class 19 contains 119621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258112.000000 Penalty: 61823.992188
Iteration 146Q: 19 clusters Score -1.352581e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 154810 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54910 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 180397 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91825 members 
Mstep: Class 14 contains 152626 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11751 members 
Mstep: Class 18 contains 23722 members 
Mstep: Class 19 contains 119584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258000.000000 Penalty: 61823.992188
Iteration 147Q: 19 clusters Score -1.35258e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161686 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 22550 members 
Mstep: Class 4 contains 154814 members 
Mstep: Class 5 contains 47156 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54912 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 180403 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91820 members 
Mstep: Class 14 contains 152666 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11732 members 
Mstep: Class 18 contains 23723 members 
Mstep: Class 19 contains 119550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258032.000000 Penalty: 61823.992188
Iteration 148Q: 19 clusters Score -1.35258e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161698 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 22540 members 
Mstep: Class 4 contains 154813 members 
Mstep: Class 5 contains 47159 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 180400 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91805 members 
Mstep: Class 14 contains 152705 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 119532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258080.000000 Penalty: 61823.992188
Iteration 149Q: 19 clusters Score -1.352581e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161724 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 22536 members 
Mstep: Class 4 contains 154810 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54917 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2708 members 
Mstep: Class 11 contains 180405 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91787 members 
Mstep: Class 14 contains 152734 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 119506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258160.000000 Penalty: 61823.992188
Iteration 150Q: 19 clusters Score -1.352582e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 22536 members 
Mstep: Class 4 contains 154807 members 
Mstep: Class 5 contains 47167 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 54918 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 180399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91767 members 
Mstep: Class 14 contains 152774 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 18 contains 23726 members 
Mstep: Class 19 contains 119486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257968.000000 Penalty: 61823.992188
Iteration 151Q: 19 clusters Score -1.35258e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161751 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 22534 members 
Mstep: Class 4 contains 154794 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54920 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2700 members 
Mstep: Class 11 contains 180414 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91761 members 
Mstep: Class 14 contains 152821 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 18 contains 23728 members 
Mstep: Class 19 contains 119453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258112.000000 Penalty: 61823.992188
Iteration 152Q: 19 clusters Score -1.352581e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 22533 members 
Mstep: Class 4 contains 154762 members 
Mstep: Class 5 contains 47164 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54925 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 180446 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91746 members 
Mstep: Class 14 contains 152863 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11668 members 
Mstep: Class 18 contains 23730 members 
Mstep: Class 19 contains 119422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258144.000000 Penalty: 61823.992188
Iteration 153Q: 19 clusters Score -1.352581e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 22534 members 
Mstep: Class 4 contains 154747 members 
Mstep: Class 5 contains 47162 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54932 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 11 contains 180495 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91724 members 
Mstep: Class 14 contains 152889 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11659 members 
Mstep: Class 18 contains 23731 members 
Mstep: Class 19 contains 119387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258032.000000 Penalty: 61823.992188
Iteration 154Q: 19 clusters Score -1.35258e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 22532 members 
Mstep: Class 4 contains 154743 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54945 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 180524 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91715 members 
Mstep: Class 14 contains 152931 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11636 members 
Mstep: Class 18 contains 23731 members 
Mstep: Class 19 contains 119344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257920.000000 Penalty: 61823.992188
Iteration 155Q: 19 clusters Score -1.352579e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 4399 members 
Mstep: Class 3 contains 22523 members 
Mstep: Class 4 contains 154719 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54953 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 180560 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91706 members 
Mstep: Class 14 contains 152973 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 18 contains 23733 members 
Mstep: Class 19 contains 119316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257872.000000 Penalty: 61823.992188
Iteration 156Q: 19 clusters Score -1.352579e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 22521 members 
Mstep: Class 4 contains 154701 members 
Mstep: Class 5 contains 47153 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54955 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 180605 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91698 members 
Mstep: Class 14 contains 152991 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 18 contains 23737 members 
Mstep: Class 19 contains 119293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257920.000000 Penalty: 61823.992188
Iteration 157Q: 19 clusters Score -1.352579e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 22516 members 
Mstep: Class 4 contains 154682 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54967 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 180640 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91694 members 
Mstep: Class 14 contains 153007 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 19 contains 119276 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 19 clusters Score -1.352578e+08 nChanged 263
Entering ConstructFrom: 
Score: -135257824.000000 Penalty: 61823.992188
Entering ConstructFrom: 
Trying to split cluster 1 (161762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Entering Unmasked Estep 
Score: -21593136.000000 Penalty: 2974.482422
	Iteration 0F: 2 clusters Score -2.159314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -21491704.000000 Penalty: 5948.964844
	Iteration 0F: 3 clusters Score -2.14917e+07 nChanged 77642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -21536774.000000 Penalty: 5948.964844
	Iteration 1F: 3 clusters Score -2.153677e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -21537790.000000 Penalty: 5948.964844
	Iteration 2Q: 3 clusters Score -2.153779e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -21538744.000000 Penalty: 5948.964844
	Iteration 3Q: 3 clusters Score -2.153874e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -21539966.000000 Penalty: 5948.964844
	Iteration 4Q: 3 clusters Score -2.153997e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -21541554.000000 Penalty: 5948.964844
	Iteration 5Q: 3 clusters Score -2.154155e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -21543558.000000 Penalty: 5948.964844
	Iteration 6Q: 3 clusters Score -2.154356e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -21546654.000000 Penalty: 5948.964844
	Iteration 7Q: 3 clusters Score -2.154665e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -21551770.000000 Penalty: 5948.964844
	Iteration 8F: 3 clusters Score -2.155177e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -21559372.000000 Penalty: 5948.964844
	Iteration 9F: 3 clusters Score -2.155937e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 129808 members 
Entering Unmasked Estep 
Score: -21568272.000000 Penalty: 5948.964844
	Iteration 10F: 3 clusters Score -2.156827e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -21576160.000000 Penalty: 5948.964844
	Iteration 11F: 3 clusters Score -2.157616e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -21581966.000000 Penalty: 5948.964844
	Iteration 12F: 3 clusters Score -2.158197e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -21585744.000000 Penalty: 5948.964844
	Iteration 13Q: 3 clusters Score -2.158574e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -21588170.000000 Penalty: 5948.964844
	Iteration 14Q: 3 clusters Score -2.158817e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21589314.000000 Penalty: 5948.964844
	Iteration 15Q: 3 clusters Score -2.158931e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -21590000.000000 Penalty: 5948.964844
	Iteration 16Q: 3 clusters Score -2.159e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -21590462.000000 Penalty: 5948.964844
	Iteration 17Q: 3 clusters Score -2.159046e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 160693 members 
Entering Unmasked Estep 
Score: -21590764.000000 Penalty: 5948.964844
	Iteration 18Q: 3 clusters Score -2.159076e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -21590972.000000 Penalty: 5948.964844
	Iteration 19Q: 3 clusters Score -2.159097e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 161021 members 
Entering Unmasked Estep 
Score: -21591122.000000 Penalty: 5948.964844
	Iteration 20F: 3 clusters Score -2.159112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -21591228.000000 Penalty: 5948.964844
	Iteration 21Q: 3 clusters Score -2.159123e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -21591334.000000 Penalty: 5948.964844
	Iteration 22Q: 3 clusters Score -2.159133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 161158 members 
Entering Unmasked Estep 
Score: -21591456.000000 Penalty: 5948.964844
	Iteration 23Q: 3 clusters Score -2.159146e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -21591578.000000 Penalty: 5948.964844
	Iteration 24Q: 3 clusters Score -2.159158e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -21591682.000000 Penalty: 5948.964844
	Iteration 25Q: 3 clusters Score -2.159168e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -21591746.000000 Penalty: 5948.964844
	Iteration 26Q: 3 clusters Score -2.159175e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -21591836.000000 Penalty: 5948.964844
	Iteration 27Q: 3 clusters Score -2.159184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -21591878.000000 Penalty: 5948.964844
	Iteration 28Q: 3 clusters Score -2.159188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -21591910.000000 Penalty: 5948.964844
	Iteration 29Q: 3 clusters Score -2.159191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -21591942.000000 Penalty: 5948.964844
	Iteration 30Q: 3 clusters Score -2.159194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -21591932.000000 Penalty: 5948.964844
	Iteration 31Q: 3 clusters Score -2.159193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -21591944.000000 Penalty: 5948.964844
	Iteration 32Q: 3 clusters Score -2.159194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -21591966.000000 Penalty: 5948.964844
	Iteration 33Q: 3 clusters Score -2.159197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -21591972.000000 Penalty: 5948.964844
	Iteration 34Q: 3 clusters Score -2.159197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 161312 members 
Entering Unmasked Estep 
Score: -21591976.000000 Penalty: 5948.964844
	Iteration 35Q: 3 clusters Score -2.159198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -21591982.000000 Penalty: 5948.964844
	Iteration 36Q: 3 clusters Score -2.159198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -21591998.000000 Penalty: 5948.964844
	Iteration 37Q: 3 clusters Score -2.1592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 161312 members 
Entering Unmasked Estep 
Score: -21592002.000000 Penalty: 5948.964844
	Iteration 38Q: 3 clusters Score -2.1592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -21592004.000000 Penalty: 5948.964844
	Iteration 39Q: 3 clusters Score -2.1592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -21592044.000000 Penalty: 5948.964844
	Iteration 40F: 3 clusters Score -2.159204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -21592094.000000 Penalty: 5948.964844
	Iteration 41Q: 3 clusters Score -2.159209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -21592144.000000 Penalty: 5948.964844
	Iteration 42Q: 3 clusters Score -2.159214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -21592178.000000 Penalty: 5948.964844
	Iteration 43Q: 3 clusters Score -2.159218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -21592204.000000 Penalty: 5948.964844
	Iteration 44Q: 3 clusters Score -2.15922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 161327 members 
Entering Unmasked Estep 
Score: -21592216.000000 Penalty: 5948.964844
	Iteration 45Q: 3 clusters Score -2.159222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -21592214.000000 Penalty: 5948.964844
	Iteration 46Q: 3 clusters Score -2.159221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -21592222.000000 Penalty: 5948.964844
	Iteration 47Q: 3 clusters Score -2.159222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 161341 members 
Entering Unmasked Estep 
Score: -21592262.000000 Penalty: 5948.964844
	Iteration 48Q: 3 clusters Score -2.159226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -21592262.000000 Penalty: 5948.964844
	Iteration 49Q: 3 clusters Score -2.159226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -21592280.000000 Penalty: 5948.964844
	Iteration 50Q: 3 clusters Score -2.159228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -21592280.000000 Penalty: 5948.964844
	Iteration 51F: 3 clusters Score -2.159228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -21592274.000000 Penalty: 5948.964844
	Iteration 52Q: 3 clusters Score -2.159227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -21592274.000000 Penalty: 5948.964844
	Iteration 53F: 3 clusters Score -2.159227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -559885.125000 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -559885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -555725.187500 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -555725.2 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -556769.187500 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -556769.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -557038.437500 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -557038.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -557240.250000 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -557240.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -557403.562500 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -557403.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -557555.187500 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -557555.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -557697.562500 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -557697.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -557807.312500 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -557807.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -557893.250000 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -557893.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -557963.812500 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -557963.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -558018.500000 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -558018.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -558078.875000 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -558078.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -558127.750000 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -558127.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -558180.000000 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -558180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -558221.187500 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -558221.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -558257.875000 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -558257.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -558290.562500 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -558290.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -558314.812500 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -558314.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -558335.562500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -558335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -558356.250000 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -558356.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -558373.312500 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -558373.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -558397.625000 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -558397.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -558423.437500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -558423.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -558437.125000 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -558437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -558446.937500 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -558446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -558457.375000 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -558457.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -558465.687500 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -558465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -558471.375000 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -558471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -558475.062500 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -558475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -558477.062500 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -558477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -558481.312500 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -558481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -558482.562500 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -558482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -558486.625000 Penalty: 4161.460449
	Iteration 32Q: 3 clusters Score -558486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -558490.625000 Penalty: 4161.460449
	Iteration 33Q: 3 clusters Score -558490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -558492.500000 Penalty: 4161.460449
	Iteration 34Q: 3 clusters Score -558492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -558491.812500 Penalty: 4161.460449
	Iteration 35Q: 3 clusters Score -558491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -558492.125000 Penalty: 4161.460449
	Iteration 36Q: 3 clusters Score -558492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -558492.687500 Penalty: 4161.460449
	Iteration 37Q: 3 clusters Score -558492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -558493.312500 Penalty: 4161.460449
	Iteration 38Q: 3 clusters Score -558493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -558494.250000 Penalty: 4161.460449
	Iteration 39Q: 3 clusters Score -558494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -558494.250000 Penalty: 4161.460449
	Iteration 40F: 3 clusters Score -558494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Entering Unmasked Estep 
Score: -3038088.000000 Penalty: 2485.418457
	Iteration 0F: 2 clusters Score -3038088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3022497.250000 Penalty: 4970.836914
	Iteration 0F: 3 clusters Score -3022497 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3027662.500000 Penalty: 4970.836914
	Iteration 1F: 3 clusters Score -3027662 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3028040.500000 Penalty: 4970.836914
	Iteration 2F: 3 clusters Score -3028040 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3028323.250000 Penalty: 4970.836914
	Iteration 3Q: 3 clusters Score -3028323 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3028581.250000 Penalty: 4970.836914
	Iteration 4Q: 3 clusters Score -3028581 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3028857.000000 Penalty: 4970.836914
	Iteration 5Q: 3 clusters Score -3028857 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3029132.250000 Penalty: 4970.836914
	Iteration 6Q: 3 clusters Score -3029132 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3029499.000000 Penalty: 4970.836914
	Iteration 7Q: 3 clusters Score -3029499 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3029985.500000 Penalty: 4970.836914
	Iteration 8Q: 3 clusters Score -3029986 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3030579.250000 Penalty: 4970.836914
	Iteration 9Q: 3 clusters Score -3030579 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3031369.000000 Penalty: 4970.836914
	Iteration 10F: 3 clusters Score -3031369 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3032324.250000 Penalty: 4970.836914
	Iteration 11F: 3 clusters Score -3032324 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3033219.750000 Penalty: 4970.836914
	Iteration 12F: 3 clusters Score -3033220 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3033854.250000 Penalty: 4970.836914
	Iteration 13Q: 3 clusters Score -3033854 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3034200.500000 Penalty: 4970.836914
	Iteration 14Q: 3 clusters Score -3034200 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3034384.250000 Penalty: 4970.836914
	Iteration 15Q: 3 clusters Score -3034384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3034503.000000 Penalty: 4970.836914
	Iteration 16Q: 3 clusters Score -3034503 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3034583.500000 Penalty: 4970.836914
	Iteration 17Q: 3 clusters Score -3034584 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3034659.250000 Penalty: 4970.836914
	Iteration 18Q: 3 clusters Score -3034659 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3034715.750000 Penalty: 4970.836914
	Iteration 19Q: 3 clusters Score -3034716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3034793.500000 Penalty: 4970.836914
	Iteration 20F: 3 clusters Score -3034794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3034850.750000 Penalty: 4970.836914
	Iteration 21Q: 3 clusters Score -3034851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3034897.500000 Penalty: 4970.836914
	Iteration 22Q: 3 clusters Score -3034898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3034916.500000 Penalty: 4970.836914
	Iteration 23Q: 3 clusters Score -3034916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3034956.000000 Penalty: 4970.836914
	Iteration 24Q: 3 clusters Score -3034956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3034989.000000 Penalty: 4970.836914
	Iteration 25Q: 3 clusters Score -3034989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3035005.750000 Penalty: 4970.836914
	Iteration 26Q: 3 clusters Score -3035006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3035034.000000 Penalty: 4970.836914
	Iteration 27Q: 3 clusters Score -3035034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3035060.500000 Penalty: 4970.836914
	Iteration 28Q: 3 clusters Score -3035060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3035078.250000 Penalty: 4970.836914
	Iteration 29Q: 3 clusters Score -3035078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3035096.500000 Penalty: 4970.836914
	Iteration 30Q: 3 clusters Score -3035096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3035116.500000 Penalty: 4970.836914
	Iteration 31Q: 3 clusters Score -3035116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3035145.250000 Penalty: 4970.836914
	Iteration 32Q: 3 clusters Score -3035145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3035169.000000 Penalty: 4970.836914
	Iteration 33Q: 3 clusters Score -3035169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3035183.500000 Penalty: 4970.836914
	Iteration 34Q: 3 clusters Score -3035184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3035192.000000 Penalty: 4970.836914
	Iteration 35Q: 3 clusters Score -3035192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3035213.250000 Penalty: 4970.836914
	Iteration 36Q: 3 clusters Score -3035213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3035232.000000 Penalty: 4970.836914
	Iteration 37Q: 3 clusters Score -3035232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3035263.750000 Penalty: 4970.836914
	Iteration 38Q: 3 clusters Score -3035264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3035292.750000 Penalty: 4970.836914
	Iteration 39Q: 3 clusters Score -3035293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3035320.250000 Penalty: 4970.836914
	Iteration 40F: 3 clusters Score -3035320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3035343.250000 Penalty: 4970.836914
	Iteration 41Q: 3 clusters Score -3035343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3035365.250000 Penalty: 4970.836914
	Iteration 42Q: 3 clusters Score -3035365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3035390.000000 Penalty: 4970.836914
	Iteration 43Q: 3 clusters Score -3035390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3035412.250000 Penalty: 4970.836914
	Iteration 44Q: 3 clusters Score -3035412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3035430.250000 Penalty: 4970.836914
	Iteration 45Q: 3 clusters Score -3035430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3035448.500000 Penalty: 4970.836914
	Iteration 46Q: 3 clusters Score -3035448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3035473.750000 Penalty: 4970.836914
	Iteration 47Q: 3 clusters Score -3035474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3035498.000000 Penalty: 4970.836914
	Iteration 48Q: 3 clusters Score -3035498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3035515.750000 Penalty: 4970.836914
	Iteration 49Q: 3 clusters Score -3035516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3035550.000000 Penalty: 4970.836914
	Iteration 50Q: 3 clusters Score -3035550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3035584.000000 Penalty: 4970.836914
	Iteration 51Q: 3 clusters Score -3035584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3035609.250000 Penalty: 4970.836914
	Iteration 52Q: 3 clusters Score -3035609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3035626.000000 Penalty: 4970.836914
	Iteration 53Q: 3 clusters Score -3035626 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3035654.250000 Penalty: 4970.836914
	Iteration 54Q: 3 clusters Score -3035654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3035679.750000 Penalty: 4970.836914
	Iteration 55Q: 3 clusters Score -3035680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3035689.750000 Penalty: 4970.836914
	Iteration 56Q: 3 clusters Score -3035690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3035722.000000 Penalty: 4970.836914
	Iteration 57Q: 3 clusters Score -3035722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3035740.500000 Penalty: 4970.836914
	Iteration 58Q: 3 clusters Score -3035740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3035774.000000 Penalty: 4970.836914
	Iteration 59Q: 3 clusters Score -3035774 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3035814.250000 Penalty: 4970.836914
	Iteration 60F: 3 clusters Score -3035814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3035846.250000 Penalty: 4970.836914
	Iteration 61Q: 3 clusters Score -3035846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3035878.000000 Penalty: 4970.836914
	Iteration 62Q: 3 clusters Score -3035878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3035904.250000 Penalty: 4970.836914
	Iteration 63Q: 3 clusters Score -3035904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3035912.500000 Penalty: 4970.836914
	Iteration 64Q: 3 clusters Score -3035912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3035930.750000 Penalty: 4970.836914
	Iteration 65Q: 3 clusters Score -3035931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3035945.000000 Penalty: 4970.836914
	Iteration 66Q: 3 clusters Score -3035945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3035965.500000 Penalty: 4970.836914
	Iteration 67Q: 3 clusters Score -3035966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3035972.750000 Penalty: 4970.836914
	Iteration 68Q: 3 clusters Score -3035973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3035984.250000 Penalty: 4970.836914
	Iteration 69Q: 3 clusters Score -3035984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3035996.500000 Penalty: 4970.836914
	Iteration 70Q: 3 clusters Score -3035996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3035999.500000 Penalty: 4970.836914
	Iteration 71Q: 3 clusters Score -3036000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3036015.000000 Penalty: 4970.836914
	Iteration 72Q: 3 clusters Score -3036015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3036016.500000 Penalty: 4970.836914
	Iteration 73Q: 3 clusters Score -3036016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3036027.000000 Penalty: 4970.836914
	Iteration 74Q: 3 clusters Score -3036027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3036034.250000 Penalty: 4970.836914
	Iteration 75Q: 3 clusters Score -3036034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3036050.750000 Penalty: 4970.836914
	Iteration 76Q: 3 clusters Score -3036051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3036064.250000 Penalty: 4970.836914
	Iteration 77Q: 3 clusters Score -3036064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3036081.000000 Penalty: 4970.836914
	Iteration 78Q: 3 clusters Score -3036081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3036088.500000 Penalty: 4970.836914
	Iteration 79Q: 3 clusters Score -3036088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3036101.250000 Penalty: 4970.836914
	Iteration 80F: 3 clusters Score -3036101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3036099.000000 Penalty: 4970.836914
	Iteration 81Q: 3 clusters Score -3036099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3036104.750000 Penalty: 4970.836914
	Iteration 82Q: 3 clusters Score -3036105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3036115.250000 Penalty: 4970.836914
	Iteration 83Q: 3 clusters Score -3036115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3036126.000000 Penalty: 4970.836914
	Iteration 84Q: 3 clusters Score -3036126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3036132.750000 Penalty: 4970.836914
	Iteration 85Q: 3 clusters Score -3036133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3036142.500000 Penalty: 4970.836914
	Iteration 86Q: 3 clusters Score -3036142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3036140.500000 Penalty: 4970.836914
	Iteration 87Q: 3 clusters Score -3036140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3036147.250000 Penalty: 4970.836914
	Iteration 88Q: 3 clusters Score -3036147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3036148.000000 Penalty: 4970.836914
	Iteration 89Q: 3 clusters Score -3036148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3036148.500000 Penalty: 4970.836914
	Iteration 90Q: 3 clusters Score -3036148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3036146.750000 Penalty: 4970.836914
	Iteration 91Q: 3 clusters Score -3036147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3036148.750000 Penalty: 4970.836914
	Iteration 92Q: 3 clusters Score -3036149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3036150.000000 Penalty: 4970.836914
	Iteration 93Q: 3 clusters Score -3036150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3036156.500000 Penalty: 4970.836914
	Iteration 94Q: 3 clusters Score -3036156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3036159.250000 Penalty: 4970.836914
	Iteration 95Q: 3 clusters Score -3036159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3036159.750000 Penalty: 4970.836914
	Iteration 96Q: 3 clusters Score -3036160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3036159.500000 Penalty: 4970.836914
	Iteration 97Q: 3 clusters Score -3036160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3036163.000000 Penalty: 4970.836914
	Iteration 98Q: 3 clusters Score -3036163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3036162.750000 Penalty: 4970.836914
	Iteration 99Q: 3 clusters Score -3036163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3036168.750000 Penalty: 4970.836914
	Iteration 100F: 3 clusters Score -3036169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3036171.250000 Penalty: 4970.836914
	Iteration 101Q: 3 clusters Score -3036171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3036173.500000 Penalty: 4970.836914
	Iteration 102Q: 3 clusters Score -3036174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3036172.250000 Penalty: 4970.836914
	Iteration 103Q: 3 clusters Score -3036172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3036173.500000 Penalty: 4970.836914
	Iteration 104Q: 3 clusters Score -3036174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3036171.500000 Penalty: 4970.836914
	Iteration 105Q: 3 clusters Score -3036172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3036171.500000 Penalty: 4970.836914
	Iteration 106Q: 3 clusters Score -3036172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3036174.250000 Penalty: 4970.836914
	Iteration 107Q: 3 clusters Score -3036174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3036171.500000 Penalty: 4970.836914
	Iteration 108Q: 3 clusters Score -3036172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3036172.750000 Penalty: 4970.836914
	Iteration 109Q: 3 clusters Score -3036173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3036173.250000 Penalty: 4970.836914
	Iteration 110Q: 3 clusters Score -3036173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3036181.000000 Penalty: 4970.836914
	Iteration 111Q: 3 clusters Score -3036181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3036183.000000 Penalty: 4970.836914
	Iteration 112Q: 3 clusters Score -3036183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3036190.750000 Penalty: 4970.836914
	Iteration 113Q: 3 clusters Score -3036191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3036196.750000 Penalty: 4970.836914
	Iteration 114Q: 3 clusters Score -3036197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3036194.750000 Penalty: 4970.836914
	Iteration 115Q: 3 clusters Score -3036195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3036193.000000 Penalty: 4970.836914
	Iteration 116Q: 3 clusters Score -3036193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3036195.750000 Penalty: 4970.836914
	Iteration 117Q: 3 clusters Score -3036196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3036200.000000 Penalty: 4970.836914
	Iteration 118Q: 3 clusters Score -3036200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3036196.000000 Penalty: 4970.836914
	Iteration 119Q: 3 clusters Score -3036196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3036195.250000 Penalty: 4970.836914
	Iteration 120F: 3 clusters Score -3036195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3036201.000000 Penalty: 4970.836914
	Iteration 121Q: 3 clusters Score -3036201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3036199.000000 Penalty: 4970.836914
	Iteration 122Q: 3 clusters Score -3036199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3036201.500000 Penalty: 4970.836914
	Iteration 123Q: 3 clusters Score -3036202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3036201.500000 Penalty: 4970.836914
	Iteration 124F: 3 clusters Score -3036202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154665 members 
Entering Unmasked Estep 
Score: -20609508.000000 Penalty: 2963.356201
	Iteration 0F: 2 clusters Score -2.060951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -20510584.000000 Penalty: 5926.712402
	Iteration 0F: 3 clusters Score -2.051058e+07 nChanged 73883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -20553796.000000 Penalty: 5926.712402
	Iteration 1F: 3 clusters Score -2.05538e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -20554730.000000 Penalty: 5926.712402
	Iteration 2Q: 3 clusters Score -2.055473e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -20556124.000000 Penalty: 5926.712402
	Iteration 3Q: 3 clusters Score -2.055612e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -20557870.000000 Penalty: 5926.712402
	Iteration 4Q: 3 clusters Score -2.055787e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -20560982.000000 Penalty: 5926.712402
	Iteration 5Q: 3 clusters Score -2.056098e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -20565458.000000 Penalty: 5926.712402
	Iteration 6Q: 3 clusters Score -2.056546e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -20571264.000000 Penalty: 5926.712402
	Iteration 7F: 3 clusters Score -2.057126e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -20578038.000000 Penalty: 5926.712402
	Iteration 8F: 3 clusters Score -2.057804e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -20584366.000000 Penalty: 5926.712402
	Iteration 9F: 3 clusters Score -2.058437e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -20588654.000000 Penalty: 5926.712402
	Iteration 10F: 3 clusters Score -2.058865e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -20590662.000000 Penalty: 5926.712402
	Iteration 11Q: 3 clusters Score -2.059066e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -20591496.000000 Penalty: 5926.712402
	Iteration 12Q: 3 clusters Score -2.05915e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -20591900.000000 Penalty: 5926.712402
	Iteration 13Q: 3 clusters Score -2.05919e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -20592036.000000 Penalty: 5926.712402
	Iteration 14Q: 3 clusters Score -2.059204e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -20592140.000000 Penalty: 5926.712402
	Iteration 15Q: 3 clusters Score -2.059214e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -20592260.000000 Penalty: 5926.712402
	Iteration 16Q: 3 clusters Score -2.059226e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -20592334.000000 Penalty: 5926.712402
	Iteration 17Q: 3 clusters Score -2.059233e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -20592448.000000 Penalty: 5926.712402
	Iteration 18Q: 3 clusters Score -2.059245e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -20592506.000000 Penalty: 5926.712402
	Iteration 19Q: 3 clusters Score -2.059251e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 93896 members 
Entering Unmasked Estep 
Score: -20592684.000000 Penalty: 5926.712402
	Iteration 20F: 3 clusters Score -2.059268e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -20592870.000000 Penalty: 5926.712402
	Iteration 21Q: 3 clusters Score -2.059287e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -20592934.000000 Penalty: 5926.712402
	Iteration 22Q: 3 clusters Score -2.059293e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -20592986.000000 Penalty: 5926.712402
	Iteration 23Q: 3 clusters Score -2.059299e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -20593090.000000 Penalty: 5926.712402
	Iteration 24Q: 3 clusters Score -2.059309e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -20593128.000000 Penalty: 5926.712402
	Iteration 25Q: 3 clusters Score -2.059313e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -20593172.000000 Penalty: 5926.712402
	Iteration 26Q: 3 clusters Score -2.059317e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -20593184.000000 Penalty: 5926.712402
	Iteration 27Q: 3 clusters Score -2.059318e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -20593252.000000 Penalty: 5926.712402
	Iteration 28Q: 3 clusters Score -2.059325e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -20593248.000000 Penalty: 5926.712402
	Iteration 29Q: 3 clusters Score -2.059325e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -20593362.000000 Penalty: 5926.712402
	Iteration 30Q: 3 clusters Score -2.059336e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -20593374.000000 Penalty: 5926.712402
	Iteration 31Q: 3 clusters Score -2.059337e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -20593442.000000 Penalty: 5926.712402
	Iteration 32Q: 3 clusters Score -2.059344e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -20593482.000000 Penalty: 5926.712402
	Iteration 33Q: 3 clusters Score -2.059348e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -20593616.000000 Penalty: 5926.712402
	Iteration 34Q: 3 clusters Score -2.059362e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -20593686.000000 Penalty: 5926.712402
	Iteration 35Q: 3 clusters Score -2.059369e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -20593794.000000 Penalty: 5926.712402
	Iteration 36Q: 3 clusters Score -2.059379e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 101826 members 
Entering Unmasked Estep 
Score: -20593844.000000 Penalty: 5926.712402
	Iteration 37Q: 3 clusters Score -2.059384e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -20593990.000000 Penalty: 5926.712402
	Iteration 38Q: 3 clusters Score -2.059399e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -20594076.000000 Penalty: 5926.712402
	Iteration 39Q: 3 clusters Score -2.059408e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -20594064.000000 Penalty: 5926.712402
	Iteration 40F: 3 clusters Score -2.059406e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -20594192.000000 Penalty: 5926.712402
	Iteration 41Q: 3 clusters Score -2.059419e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -20594308.000000 Penalty: 5926.712402
	Iteration 42Q: 3 clusters Score -2.059431e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -20594418.000000 Penalty: 5926.712402
	Iteration 43Q: 3 clusters Score -2.059442e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -20594532.000000 Penalty: 5926.712402
	Iteration 44Q: 3 clusters Score -2.059453e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -20594600.000000 Penalty: 5926.712402
	Iteration 45Q: 3 clusters Score -2.05946e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -20594746.000000 Penalty: 5926.712402
	Iteration 46Q: 3 clusters Score -2.059475e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -20594974.000000 Penalty: 5926.712402
	Iteration 47Q: 3 clusters Score -2.059497e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 111207 members 
Entering Unmasked Estep 
Score: -20595222.000000 Penalty: 5926.712402
	Iteration 48Q: 3 clusters Score -2.059522e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -20595466.000000 Penalty: 5926.712402
	Iteration 49Q: 3 clusters Score -2.059547e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -20595786.000000 Penalty: 5926.712402
	Iteration 50Q: 3 clusters Score -2.059579e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -20595976.000000 Penalty: 5926.712402
	Iteration 51Q: 3 clusters Score -2.059598e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -20596356.000000 Penalty: 5926.712402
	Iteration 52Q: 3 clusters Score -2.059636e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -20596750.000000 Penalty: 5926.712402
	Iteration 53Q: 3 clusters Score -2.059675e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 120642 members 
Entering Unmasked Estep 
Score: -20597084.000000 Penalty: 5926.712402
	Iteration 54Q: 3 clusters Score -2.059708e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -20597534.000000 Penalty: 5926.712402
	Iteration 55Q: 3 clusters Score -2.059753e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 124613 members 
Entering Unmasked Estep 
Score: -20598006.000000 Penalty: 5926.712402
	Iteration 56Q: 3 clusters Score -2.059801e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -20598548.000000 Penalty: 5926.712402
	Iteration 57Q: 3 clusters Score -2.059855e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -20599052.000000 Penalty: 5926.712402
	Iteration 58Q: 3 clusters Score -2.059905e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -20599548.000000 Penalty: 5926.712402
	Iteration 59Q: 3 clusters Score -2.059955e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -20600148.000000 Penalty: 5926.712402
	Iteration 60F: 3 clusters Score -2.060015e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -20600718.000000 Penalty: 5926.712402
	Iteration 61Q: 3 clusters Score -2.060072e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 137337 members 
Entering Unmasked Estep 
Score: -20601270.000000 Penalty: 5926.712402
	Iteration 62Q: 3 clusters Score -2.060127e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 139367 members 
Entering Unmasked Estep 
Score: -20601976.000000 Penalty: 5926.712402
	Iteration 63Q: 3 clusters Score -2.060198e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 141368 members 
Entering Unmasked Estep 
Score: -20602550.000000 Penalty: 5926.712402
	Iteration 64Q: 3 clusters Score -2.060255e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -20603160.000000 Penalty: 5926.712402
	Iteration 65Q: 3 clusters Score -2.060316e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 144876 members 
Entering Unmasked Estep 
Score: -20603860.000000 Penalty: 5926.712402
	Iteration 66Q: 3 clusters Score -2.060386e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -20604354.000000 Penalty: 5926.712402
	Iteration 67Q: 3 clusters Score -2.060435e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -20604718.000000 Penalty: 5926.712402
	Iteration 68Q: 3 clusters Score -2.060472e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -20605016.000000 Penalty: 5926.712402
	Iteration 69Q: 3 clusters Score -2.060502e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -20605322.000000 Penalty: 5926.712402
	Iteration 70Q: 3 clusters Score -2.060532e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -20605564.000000 Penalty: 5926.712402
	Iteration 71Q: 3 clusters Score -2.060556e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -20605846.000000 Penalty: 5926.712402
	Iteration 72Q: 3 clusters Score -2.060585e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 151155 members 
Entering Unmasked Estep 
Score: -20606082.000000 Penalty: 5926.712402
	Iteration 73Q: 3 clusters Score -2.060608e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -20606138.000000 Penalty: 5926.712402
	Iteration 74Q: 3 clusters Score -2.060614e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -20606238.000000 Penalty: 5926.712402
	Iteration 75Q: 3 clusters Score -2.060624e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 151963 members 
Entering Unmasked Estep 
Score: -20606336.000000 Penalty: 5926.712402
	Iteration 76Q: 3 clusters Score -2.060634e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -20606412.000000 Penalty: 5926.712402
	Iteration 77Q: 3 clusters Score -2.060641e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -20606462.000000 Penalty: 5926.712402
	Iteration 78Q: 3 clusters Score -2.060646e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -20606494.000000 Penalty: 5926.712402
	Iteration 79Q: 3 clusters Score -2.060649e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -20606560.000000 Penalty: 5926.712402
	Iteration 80F: 3 clusters Score -2.060656e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 152621 members 
Entering Unmasked Estep 
Score: -20606574.000000 Penalty: 5926.712402
	Iteration 81Q: 3 clusters Score -2.060657e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -20606638.000000 Penalty: 5926.712402
	Iteration 82Q: 3 clusters Score -2.060664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -20606642.000000 Penalty: 5926.712402
	Iteration 83Q: 3 clusters Score -2.060664e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 152878 members 
Entering Unmasked Estep 
Score: -20606706.000000 Penalty: 5926.712402
	Iteration 84Q: 3 clusters Score -2.060671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -20606742.000000 Penalty: 5926.712402
	Iteration 85Q: 3 clusters Score -2.060674e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -20606750.000000 Penalty: 5926.712402
	Iteration 86Q: 3 clusters Score -2.060675e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -20606784.000000 Penalty: 5926.712402
	Iteration 87Q: 3 clusters Score -2.060678e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -20606782.000000 Penalty: 5926.712402
	Iteration 88Q: 3 clusters Score -2.060678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -20606806.000000 Penalty: 5926.712402
	Iteration 89Q: 3 clusters Score -2.060681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -20606838.000000 Penalty: 5926.712402
	Iteration 90Q: 3 clusters Score -2.060684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -20606822.000000 Penalty: 5926.712402
	Iteration 91Q: 3 clusters Score -2.060682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -20606840.000000 Penalty: 5926.712402
	Iteration 92Q: 3 clusters Score -2.060684e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -20606828.000000 Penalty: 5926.712402
	Iteration 93Q: 3 clusters Score -2.060683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -20606860.000000 Penalty: 5926.712402
	Iteration 94Q: 3 clusters Score -2.060686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 153318 members 
Entering Unmasked Estep 
Score: -20606860.000000 Penalty: 5926.712402
	Iteration 95Q: 3 clusters Score -2.060686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -20606864.000000 Penalty: 5926.712402
	Iteration 96Q: 3 clusters Score -2.060686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -20606868.000000 Penalty: 5926.712402
	Iteration 97Q: 3 clusters Score -2.060687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -20606880.000000 Penalty: 5926.712402
	Iteration 98Q: 3 clusters Score -2.060688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -20606874.000000 Penalty: 5926.712402
	Iteration 99Q: 3 clusters Score -2.060687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -20606892.000000 Penalty: 5926.712402
	Iteration 100F: 3 clusters Score -2.060689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -20606876.000000 Penalty: 5926.712402
	Iteration 101Q: 3 clusters Score -2.060688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 153399 members 
Entering Unmasked Estep 
Score: -20606898.000000 Penalty: 5926.712402
	Iteration 102Q: 3 clusters Score -2.06069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -20606912.000000 Penalty: 5926.712402
	Iteration 103Q: 3 clusters Score -2.060691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -20606912.000000 Penalty: 5926.712402
	Iteration 104Q: 3 clusters Score -2.060691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -20606900.000000 Penalty: 5926.712402
	Iteration 105Q: 3 clusters Score -2.06069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -20606896.000000 Penalty: 5926.712402
	Iteration 106Q: 3 clusters Score -2.06069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -20606890.000000 Penalty: 5926.712402
	Iteration 107Q: 3 clusters Score -2.060689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -20606910.000000 Penalty: 5926.712402
	Iteration 108Q: 3 clusters Score -2.060691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -20606908.000000 Penalty: 5926.712402
	Iteration 109Q: 3 clusters Score -2.060691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -20606902.000000 Penalty: 5926.712402
	Iteration 110Q: 3 clusters Score -2.06069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 153448 members 
Entering Unmasked Estep 
Score: -20606908.000000 Penalty: 5926.712402
	Iteration 111Q: 3 clusters Score -2.060691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -20606906.000000 Penalty: 5926.712402
	Iteration 112Q: 3 clusters Score -2.060691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 153456 members 
Entering Unmasked Estep 
Score: -20606920.000000 Penalty: 5926.712402
	Iteration 113Q: 3 clusters Score -2.060692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -20606922.000000 Penalty: 5926.712402
	Iteration 114Q: 3 clusters Score -2.060692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -20606922.000000 Penalty: 5926.712402
	Iteration 115Q: 3 clusters Score -2.060692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -20606920.000000 Penalty: 5926.712402
	Iteration 116Q: 3 clusters Score -2.060692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -20606924.000000 Penalty: 5926.712402
	Iteration 117Q: 3 clusters Score -2.060692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -20606926.000000 Penalty: 5926.712402
	Iteration 118Q: 3 clusters Score -2.060693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -20606926.000000 Penalty: 5926.712402
	Iteration 119F: 3 clusters Score -2.060693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Entering Unmasked Estep 
Score: -6349792.000000 Penalty: 2668.808105
	Iteration 0F: 2 clusters Score -6349792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -6317872.000000 Penalty: 5337.616211
	Iteration 0F: 3 clusters Score -6317872 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6330053.500000 Penalty: 5337.616211
	Iteration 1F: 3 clusters Score -6330054 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -6330792.000000 Penalty: 5337.616211
	Iteration 2Q: 3 clusters Score -6330792 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6331543.000000 Penalty: 5337.616211
	Iteration 3Q: 3 clusters Score -6331543 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6332479.000000 Penalty: 5337.616211
	Iteration 4Q: 3 clusters Score -6332479 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6333558.500000 Penalty: 5337.616211
	Iteration 5Q: 3 clusters Score -6333558 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -6334986.500000 Penalty: 5337.616211
	Iteration 6F: 3 clusters Score -6334986 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6337086.500000 Penalty: 5337.616211
	Iteration 7F: 3 clusters Score -6337086 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -6339869.000000 Penalty: 5337.616211
	Iteration 8F: 3 clusters Score -6339869 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -6342523.000000 Penalty: 5337.616211
	Iteration 9F: 3 clusters Score -6342523 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6343843.500000 Penalty: 5337.616211
	Iteration 10Q: 3 clusters Score -6343844 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -6344291.000000 Penalty: 5337.616211
	Iteration 11Q: 3 clusters Score -6344291 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -6344475.000000 Penalty: 5337.616211
	Iteration 12Q: 3 clusters Score -6344475 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6344653.500000 Penalty: 5337.616211
	Iteration 13Q: 3 clusters Score -6344654 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -6344806.000000 Penalty: 5337.616211
	Iteration 14Q: 3 clusters Score -6344806 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6344943.500000 Penalty: 5337.616211
	Iteration 15Q: 3 clusters Score -6344944 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -6345042.500000 Penalty: 5337.616211
	Iteration 16Q: 3 clusters Score -6345042 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -6345149.000000 Penalty: 5337.616211
	Iteration 17Q: 3 clusters Score -6345149 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -6345252.500000 Penalty: 5337.616211
	Iteration 18Q: 3 clusters Score -6345252 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -6345371.000000 Penalty: 5337.616211
	Iteration 19Q: 3 clusters Score -6345371 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -6345478.000000 Penalty: 5337.616211
	Iteration 20F: 3 clusters Score -6345478 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -6345547.000000 Penalty: 5337.616211
	Iteration 21Q: 3 clusters Score -6345547 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -6345647.500000 Penalty: 5337.616211
	Iteration 22Q: 3 clusters Score -6345648 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6345742.500000 Penalty: 5337.616211
	Iteration 23Q: 3 clusters Score -6345742 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6345863.500000 Penalty: 5337.616211
	Iteration 24Q: 3 clusters Score -6345864 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6345966.500000 Penalty: 5337.616211
	Iteration 25Q: 3 clusters Score -6345966 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -6346051.000000 Penalty: 5337.616211
	Iteration 26Q: 3 clusters Score -6346051 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6346165.500000 Penalty: 5337.616211
	Iteration 27Q: 3 clusters Score -6346166 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -6346246.500000 Penalty: 5337.616211
	Iteration 28Q: 3 clusters Score -6346246 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -6346355.500000 Penalty: 5337.616211
	Iteration 29Q: 3 clusters Score -6346356 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -6346408.000000 Penalty: 5337.616211
	Iteration 30Q: 3 clusters Score -6346408 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6346531.000000 Penalty: 5337.616211
	Iteration 31Q: 3 clusters Score -6346531 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6346621.000000 Penalty: 5337.616211
	Iteration 32Q: 3 clusters Score -6346621 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6346706.500000 Penalty: 5337.616211
	Iteration 33Q: 3 clusters Score -6346706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6346794.000000 Penalty: 5337.616211
	Iteration 34Q: 3 clusters Score -6346794 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -6346880.000000 Penalty: 5337.616211
	Iteration 35Q: 3 clusters Score -6346880 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6346949.000000 Penalty: 5337.616211
	Iteration 36Q: 3 clusters Score -6346949 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6347031.000000 Penalty: 5337.616211
	Iteration 37Q: 3 clusters Score -6347031 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6347074.000000 Penalty: 5337.616211
	Iteration 38Q: 3 clusters Score -6347074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6347140.000000 Penalty: 5337.616211
	Iteration 39Q: 3 clusters Score -6347140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6347199.500000 Penalty: 5337.616211
	Iteration 40F: 3 clusters Score -6347200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6347269.000000 Penalty: 5337.616211
	Iteration 41Q: 3 clusters Score -6347269 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6347308.500000 Penalty: 5337.616211
	Iteration 42Q: 3 clusters Score -6347308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6347363.500000 Penalty: 5337.616211
	Iteration 43Q: 3 clusters Score -6347364 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6347414.000000 Penalty: 5337.616211
	Iteration 44Q: 3 clusters Score -6347414 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6347428.500000 Penalty: 5337.616211
	Iteration 45Q: 3 clusters Score -6347428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6347461.000000 Penalty: 5337.616211
	Iteration 46Q: 3 clusters Score -6347461 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6347465.000000 Penalty: 5337.616211
	Iteration 47Q: 3 clusters Score -6347465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6347505.500000 Penalty: 5337.616211
	Iteration 48Q: 3 clusters Score -6347506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6347523.500000 Penalty: 5337.616211
	Iteration 49Q: 3 clusters Score -6347524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6347550.000000 Penalty: 5337.616211
	Iteration 50Q: 3 clusters Score -6347550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6347580.500000 Penalty: 5337.616211
	Iteration 51Q: 3 clusters Score -6347580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6347590.000000 Penalty: 5337.616211
	Iteration 52Q: 3 clusters Score -6347590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6347604.500000 Penalty: 5337.616211
	Iteration 53Q: 3 clusters Score -6347604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6347614.500000 Penalty: 5337.616211
	Iteration 54Q: 3 clusters Score -6347614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6347621.500000 Penalty: 5337.616211
	Iteration 55Q: 3 clusters Score -6347622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6347630.000000 Penalty: 5337.616211
	Iteration 56Q: 3 clusters Score -6347630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6347644.500000 Penalty: 5337.616211
	Iteration 57Q: 3 clusters Score -6347644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6347642.500000 Penalty: 5337.616211
	Iteration 58Q: 3 clusters Score -6347642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6347649.000000 Penalty: 5337.616211
	Iteration 59Q: 3 clusters Score -6347649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6347651.500000 Penalty: 5337.616211
	Iteration 60F: 3 clusters Score -6347652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6347664.500000 Penalty: 5337.616211
	Iteration 61Q: 3 clusters Score -6347664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6347666.000000 Penalty: 5337.616211
	Iteration 62Q: 3 clusters Score -6347666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6347662.500000 Penalty: 5337.616211
	Iteration 63Q: 3 clusters Score -6347662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6347661.000000 Penalty: 5337.616211
	Iteration 64Q: 3 clusters Score -6347661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6347664.000000 Penalty: 5337.616211
	Iteration 65Q: 3 clusters Score -6347664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6347661.500000 Penalty: 5337.616211
	Iteration 66Q: 3 clusters Score -6347662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6347656.500000 Penalty: 5337.616211
	Iteration 67Q: 3 clusters Score -6347656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6347661.500000 Penalty: 5337.616211
	Iteration 68Q: 3 clusters Score -6347662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6347670.000000 Penalty: 5337.616211
	Iteration 69Q: 3 clusters Score -6347670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6347667.000000 Penalty: 5337.616211
	Iteration 70Q: 3 clusters Score -6347667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6347663.000000 Penalty: 5337.616211
	Iteration 71Q: 3 clusters Score -6347663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6347666.000000 Penalty: 5337.616211
	Iteration 72Q: 3 clusters Score -6347666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6347664.500000 Penalty: 5337.616211
	Iteration 73Q: 3 clusters Score -6347664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6347667.500000 Penalty: 5337.616211
	Iteration 74Q: 3 clusters Score -6347668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6347671.000000 Penalty: 5337.616211
	Iteration 75Q: 3 clusters Score -6347671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6347680.000000 Penalty: 5337.616211
	Iteration 76Q: 3 clusters Score -6347680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6347670.500000 Penalty: 5337.616211
	Iteration 77Q: 3 clusters Score -6347670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6347673.000000 Penalty: 5337.616211
	Iteration 78Q: 3 clusters Score -6347673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6347676.500000 Penalty: 5337.616211
	Iteration 79Q: 3 clusters Score -6347676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6347674.500000 Penalty: 5337.616211
	Iteration 80F: 3 clusters Score -6347674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6347675.000000 Penalty: 5337.616211
	Iteration 81Q: 3 clusters Score -6347675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6347682.000000 Penalty: 5337.616211
	Iteration 82Q: 3 clusters Score -6347682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6347682.000000 Penalty: 5337.616211
	Iteration 83F: 3 clusters Score -6347682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15595.785156 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15595.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15657.276367 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -15657.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15673.907227 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -15673.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15677.599609 Penalty: 2491.844727
	Iteration 3Q: 3 clusters Score -15677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15677.599609 Penalty: 2491.844727
	Iteration 4F: 3 clusters Score -15677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -328740.718750 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -328740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -325751.281250 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -325751.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326349.968750 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -326350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -326595.468750 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -326595.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -326825.906250 Penalty: 3905.304443
	Iteration 3F: 3 clusters Score -326825.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -327053.656250 Penalty: 3905.304443
	Iteration 4F: 3 clusters Score -327053.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -327485.156250 Penalty: 3905.304443
	Iteration 5F: 3 clusters Score -327485.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328187.718750 Penalty: 3905.304443
	Iteration 6F: 3 clusters Score -328187.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -328927.593750 Penalty: 3905.304443
	Iteration 7F: 3 clusters Score -328927.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329288.250000 Penalty: 3905.304443
	Iteration 8F: 3 clusters Score -329288.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -329376.781250 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -329376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -329400.656250 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -329400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -329407.281250 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -329407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329409.531250 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -329409.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -329413.937500 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -329413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -329416.531250 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -329416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -329417.187500 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -329417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -329417.187500 Penalty: 3905.304443
	Iteration 16F: 3 clusters Score -329417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154665 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 180685 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91680 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119249 members 
Entering Unmasked Estep 
Score: -135257216.000000 Penalty: 65258.660156
Splitting cluster 7 changes total score from -135257824.000000 to -135257216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (54975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Entering Unmasked Estep 
Score: -7124512.500000 Penalty: 2706.829102
	Iteration 0F: 2 clusters Score -7124512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7087529.500000 Penalty: 5413.658203
	Iteration 0F: 3 clusters Score -7087530 nChanged 25680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -7102032.000000 Penalty: 5413.658203
	Iteration 1F: 3 clusters Score -7102032 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -7103050.500000 Penalty: 5413.658203
	Iteration 2Q: 3 clusters Score -7103050 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7104569.000000 Penalty: 5413.658203
	Iteration 3F: 3 clusters Score -7104569 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7106635.500000 Penalty: 5413.658203
	Iteration 4F: 3 clusters Score -7106636 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -7109066.500000 Penalty: 5413.658203
	Iteration 5F: 3 clusters Score -7109066 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -7111277.000000 Penalty: 5413.658203
	Iteration 6F: 3 clusters Score -7111277 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -7112768.500000 Penalty: 5413.658203
	Iteration 7F: 3 clusters Score -7112768 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -7113666.000000 Penalty: 5413.658203
	Iteration 8Q: 3 clusters Score -7113666 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -7114155.500000 Penalty: 5413.658203
	Iteration 9Q: 3 clusters Score -7114156 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -7114482.500000 Penalty: 5413.658203
	Iteration 10Q: 3 clusters Score -7114482 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7114649.500000 Penalty: 5413.658203
	Iteration 11Q: 3 clusters Score -7114650 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7114904.000000 Penalty: 5413.658203
	Iteration 12Q: 3 clusters Score -7114904 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -7115188.500000 Penalty: 5413.658203
	Iteration 13Q: 3 clusters Score -7115188 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -7115527.000000 Penalty: 5413.658203
	Iteration 14Q: 3 clusters Score -7115527 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -7115976.000000 Penalty: 5413.658203
	Iteration 15Q: 3 clusters Score -7115976 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -7116426.500000 Penalty: 5413.658203
	Iteration 16Q: 3 clusters Score -7116426 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7117089.500000 Penalty: 5413.658203
	Iteration 17Q: 3 clusters Score -7117090 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7117994.500000 Penalty: 5413.658203
	Iteration 18Q: 3 clusters Score -7117994 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7119084.500000 Penalty: 5413.658203
	Iteration 19Q: 3 clusters Score -7119084 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7120318.500000 Penalty: 5413.658203
	Iteration 20F: 3 clusters Score -7120318 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7121330.500000 Penalty: 5413.658203
	Iteration 21Q: 3 clusters Score -7121330 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7121864.000000 Penalty: 5413.658203
	Iteration 22Q: 3 clusters Score -7121864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7122085.000000 Penalty: 5413.658203
	Iteration 23Q: 3 clusters Score -7122085 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7122186.000000 Penalty: 5413.658203
	Iteration 24Q: 3 clusters Score -7122186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7122227.500000 Penalty: 5413.658203
	Iteration 25Q: 3 clusters Score -7122228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7122247.000000 Penalty: 5413.658203
	Iteration 26Q: 3 clusters Score -7122247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7122268.000000 Penalty: 5413.658203
	Iteration 27Q: 3 clusters Score -7122268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7122283.000000 Penalty: 5413.658203
	Iteration 28Q: 3 clusters Score -7122283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7122293.500000 Penalty: 5413.658203
	Iteration 29Q: 3 clusters Score -7122294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7122288.500000 Penalty: 5413.658203
	Iteration 30Q: 3 clusters Score -7122288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7122288.000000 Penalty: 5413.658203
	Iteration 31Q: 3 clusters Score -7122288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7122293.500000 Penalty: 5413.658203
	Iteration 32Q: 3 clusters Score -7122294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7122295.500000 Penalty: 5413.658203
	Iteration 33Q: 3 clusters Score -7122296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7122297.000000 Penalty: 5413.658203
	Iteration 34Q: 3 clusters Score -7122297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7122297.000000 Penalty: 5413.658203
	Iteration 35F: 3 clusters Score -7122297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -188615.953125 Penalty: 1826.093262
	Iteration 0F: 2 clusters Score -188616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186304.796875 Penalty: 3652.186523
	Iteration 0F: 3 clusters Score -186304.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -187082.359375 Penalty: 3652.186523
	Iteration 1F: 3 clusters Score -187082.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187927.968750 Penalty: 3652.186523
	Iteration 2F: 3 clusters Score -187928 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188705.625000 Penalty: 3652.186523
	Iteration 3F: 3 clusters Score -188705.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189185.296875 Penalty: 3652.186523
	Iteration 4F: 3 clusters Score -189185.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189419.859375 Penalty: 3652.186523
	Iteration 5F: 3 clusters Score -189419.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189560.406250 Penalty: 3652.186523
	Iteration 6Q: 3 clusters Score -189560.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189684.546875 Penalty: 3652.186523
	Iteration 7Q: 3 clusters Score -189684.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189859.484375 Penalty: 3652.186523
	Iteration 8Q: 3 clusters Score -189859.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190144.093750 Penalty: 3652.186523
	Iteration 9Q: 3 clusters Score -190144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -190468.093750 Penalty: 3652.186523
	Iteration 10Q: 3 clusters Score -190468.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -190848.937500 Penalty: 3652.186523
	Iteration 11Q: 3 clusters Score -190848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -190856.984375 Penalty: 3652.186523
	Iteration 12Q: 3 clusters Score -190857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -190861.265625 Penalty: 3652.186523
	Iteration 13Q: 3 clusters Score -190861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -190861.265625 Penalty: 3652.186523
	Iteration 14F: 3 clusters Score -190861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154665 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 180685 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 91680 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119249 members 
Entering Unmasked Estep 
Score: -135258432.000000 Penalty: 65258.660156
Splitting cluster 9 changes total score from -135257824.000000 to -135258432.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -361057.125000 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -361057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357976.562500 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -357976.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -358573.281250 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -358573.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -358729.312500 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -358729.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -358823.343750 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -358823.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -358882.625000 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -358882.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -358920.718750 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -358920.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -358952.843750 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -358952.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -358967.718750 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -358967.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -358984.156250 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -358984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -359002.218750 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -359002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -359014.218750 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -359014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -359024.468750 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -359024.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -359038.968750 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -359039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -359056.375000 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -359056.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -359074.375000 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -359074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -359084.500000 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -359084.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -359090.937500 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -359090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -359096.062500 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -359096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359100.656250 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -359100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -359102.125000 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -359102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -359103.750000 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -359103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -359103.687500 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -359103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -359104.375000 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -359104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -359105.125000 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -359105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -359105.125000 Penalty: 3914.841553
	Iteration 24F: 3 clusters Score -359105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (180685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Entering Unmasked Estep 
Score: -23994768.000000 Penalty: 3001.918457
	Iteration 0F: 2 clusters Score -2.399477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -23877684.000000 Penalty: 6003.836914
	Iteration 0F: 3 clusters Score -2.387768e+07 nChanged 86567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -23927688.000000 Penalty: 6003.836914
	Iteration 1F: 3 clusters Score -2.392769e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -23928496.000000 Penalty: 6003.836914
	Iteration 2Q: 3 clusters Score -2.39285e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -23929682.000000 Penalty: 6003.836914
	Iteration 3Q: 3 clusters Score -2.392968e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -23931072.000000 Penalty: 6003.836914
	Iteration 4Q: 3 clusters Score -2.393107e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -23933544.000000 Penalty: 6003.836914
	Iteration 5Q: 3 clusters Score -2.393354e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117276 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -23938110.000000 Penalty: 6003.836914
	Iteration 6F: 3 clusters Score -2.393811e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130223 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -23946700.000000 Penalty: 6003.836914
	Iteration 7F: 3 clusters Score -2.39467e+07 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -23960054.000000 Penalty: 6003.836914
	Iteration 8F: 3 clusters Score -2.396005e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -23975326.000000 Penalty: 6003.836914
	Iteration 9F: 3 clusters Score -2.397533e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -23985782.000000 Penalty: 6003.836914
	Iteration 10F: 3 clusters Score -2.398578e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23990070.000000 Penalty: 6003.836914
	Iteration 11Q: 3 clusters Score -2.399007e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -23991424.000000 Penalty: 6003.836914
	Iteration 12Q: 3 clusters Score -2.399142e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180352 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23991854.000000 Penalty: 6003.836914
	Iteration 13Q: 3 clusters Score -2.399185e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23991972.000000 Penalty: 6003.836914
	Iteration 14Q: 3 clusters Score -2.399197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23992022.000000 Penalty: 6003.836914
	Iteration 15Q: 3 clusters Score -2.399202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23992030.000000 Penalty: 6003.836914
	Iteration 16Q: 3 clusters Score -2.399203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23992040.000000 Penalty: 6003.836914
	Iteration 17Q: 3 clusters Score -2.399204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23992054.000000 Penalty: 6003.836914
	Iteration 18Q: 3 clusters Score -2.399205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23992048.000000 Penalty: 6003.836914
	Iteration 19Q: 3 clusters Score -2.399205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23992050.000000 Penalty: 6003.836914
	Iteration 20F: 3 clusters Score -2.399205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23992060.000000 Penalty: 6003.836914
	Iteration 21Q: 3 clusters Score -2.399206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23992062.000000 Penalty: 6003.836914
	Iteration 22Q: 3 clusters Score -2.399206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23992062.000000 Penalty: 6003.836914
	Iteration 23F: 3 clusters Score -2.399206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -123659.328125 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -123659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121694.101562 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -121694.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122129.335938 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -122129.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122435.546875 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -122435.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -122685.453125 Penalty: 3460.731689
	Iteration 3F: 3 clusters Score -122685.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122935.289062 Penalty: 3460.731689
	Iteration 4F: 3 clusters Score -122935.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -123186.804688 Penalty: 3460.731689
	Iteration 5F: 3 clusters Score -123186.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123417.507812 Penalty: 3460.731689
	Iteration 6F: 3 clusters Score -123417.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -123685.078125 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -123685.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -123977.460938 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -123977.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124261.625000 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -124261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124341.789062 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -124341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124350.085938 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -124350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124355.203125 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -124355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124364.968750 Penalty: 3460.731689
	Iteration 13F: 3 clusters Score -124365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124582.445312 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -124582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124968.914062 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -124968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124970.007812 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -124970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124970.007812 Penalty: 3460.731689
	Iteration 17F: 3 clusters Score -124970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154665 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 180685 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91680 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119249 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
Score: -135258160.000000 Penalty: 68693.328125
Splitting cluster 12 changes total score from -135257824.000000 to -135258160.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (91680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Entering Unmasked Estep 
Score: -12289213.000000 Penalty: 2833.662842
	Iteration 0F: 2 clusters Score -1.228921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -12227789.000000 Penalty: 5667.325684
	Iteration 0F: 3 clusters Score -1.222779e+07 nChanged 43344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -12252825.000000 Penalty: 5667.325684
	Iteration 1F: 3 clusters Score -1.225282e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -12254000.000000 Penalty: 5667.325684
	Iteration 2Q: 3 clusters Score -1.2254e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -12255561.000000 Penalty: 5667.325684
	Iteration 3Q: 3 clusters Score -1.225556e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -12258013.000000 Penalty: 5667.325684
	Iteration 4F: 3 clusters Score -1.225801e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -12262109.000000 Penalty: 5667.325684
	Iteration 5F: 3 clusters Score -1.226211e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -12267707.000000 Penalty: 5667.325684
	Iteration 6F: 3 clusters Score -1.226771e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -12274289.000000 Penalty: 5667.325684
	Iteration 7F: 3 clusters Score -1.227429e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -12279674.000000 Penalty: 5667.325684
	Iteration 8F: 3 clusters Score -1.227967e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -12282345.000000 Penalty: 5667.325684
	Iteration 9Q: 3 clusters Score -1.228234e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -12283471.000000 Penalty: 5667.325684
	Iteration 10Q: 3 clusters Score -1.228347e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -12284047.000000 Penalty: 5667.325684
	Iteration 11Q: 3 clusters Score -1.228405e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -12284392.000000 Penalty: 5667.325684
	Iteration 12Q: 3 clusters Score -1.228439e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -12284704.000000 Penalty: 5667.325684
	Iteration 13Q: 3 clusters Score -1.22847e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -12284932.000000 Penalty: 5667.325684
	Iteration 14Q: 3 clusters Score -1.228493e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -12285150.000000 Penalty: 5667.325684
	Iteration 15Q: 3 clusters Score -1.228515e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -12285314.000000 Penalty: 5667.325684
	Iteration 16Q: 3 clusters Score -1.228531e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -12285461.000000 Penalty: 5667.325684
	Iteration 17Q: 3 clusters Score -1.228546e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -12285640.000000 Penalty: 5667.325684
	Iteration 18Q: 3 clusters Score -1.228564e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -12285749.000000 Penalty: 5667.325684
	Iteration 19Q: 3 clusters Score -1.228575e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -12285910.000000 Penalty: 5667.325684
	Iteration 20F: 3 clusters Score -1.228591e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -12286029.000000 Penalty: 5667.325684
	Iteration 21Q: 3 clusters Score -1.228603e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -12286127.000000 Penalty: 5667.325684
	Iteration 22Q: 3 clusters Score -1.228613e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -12286193.000000 Penalty: 5667.325684
	Iteration 23Q: 3 clusters Score -1.228619e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -12286270.000000 Penalty: 5667.325684
	Iteration 24Q: 3 clusters Score -1.228627e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -12286350.000000 Penalty: 5667.325684
	Iteration 25Q: 3 clusters Score -1.228635e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -12286420.000000 Penalty: 5667.325684
	Iteration 26Q: 3 clusters Score -1.228642e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -12286463.000000 Penalty: 5667.325684
	Iteration 27Q: 3 clusters Score -1.228646e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -12286512.000000 Penalty: 5667.325684
	Iteration 28Q: 3 clusters Score -1.228651e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -12286562.000000 Penalty: 5667.325684
	Iteration 29Q: 3 clusters Score -1.228656e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -12286610.000000 Penalty: 5667.325684
	Iteration 30Q: 3 clusters Score -1.228661e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -12286640.000000 Penalty: 5667.325684
	Iteration 31Q: 3 clusters Score -1.228664e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -12286636.000000 Penalty: 5667.325684
	Iteration 32Q: 3 clusters Score -1.228664e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -12286650.000000 Penalty: 5667.325684
	Iteration 33Q: 3 clusters Score -1.228665e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -12286654.000000 Penalty: 5667.325684
	Iteration 34Q: 3 clusters Score -1.228665e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -12286685.000000 Penalty: 5667.325684
	Iteration 35Q: 3 clusters Score -1.228668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -12286706.000000 Penalty: 5667.325684
	Iteration 36Q: 3 clusters Score -1.228671e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -12286727.000000 Penalty: 5667.325684
	Iteration 37Q: 3 clusters Score -1.228673e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -12286784.000000 Penalty: 5667.325684
	Iteration 38Q: 3 clusters Score -1.228678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -12286774.000000 Penalty: 5667.325684
	Iteration 39Q: 3 clusters Score -1.228677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 89584 members 
Entering Unmasked Estep 
Score: -12286840.000000 Penalty: 5667.325684
	Iteration 40F: 3 clusters Score -1.228684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -12286829.000000 Penalty: 5667.325684
	Iteration 41Q: 3 clusters Score -1.228683e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -12286859.000000 Penalty: 5667.325684
	Iteration 42Q: 3 clusters Score -1.228686e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -12286902.000000 Penalty: 5667.325684
	Iteration 43Q: 3 clusters Score -1.22869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -12286905.000000 Penalty: 5667.325684
	Iteration 44Q: 3 clusters Score -1.22869e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -12286915.000000 Penalty: 5667.325684
	Iteration 45Q: 3 clusters Score -1.228692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -12286940.000000 Penalty: 5667.325684
	Iteration 46Q: 3 clusters Score -1.228694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -12286931.000000 Penalty: 5667.325684
	Iteration 47Q: 3 clusters Score -1.228693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -12286936.000000 Penalty: 5667.325684
	Iteration 48Q: 3 clusters Score -1.228694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -12286946.000000 Penalty: 5667.325684
	Iteration 49Q: 3 clusters Score -1.228695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -12286940.000000 Penalty: 5667.325684
	Iteration 50Q: 3 clusters Score -1.228694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -12286945.000000 Penalty: 5667.325684
	Iteration 51Q: 3 clusters Score -1.228694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -12286951.000000 Penalty: 5667.325684
	Iteration 52Q: 3 clusters Score -1.228695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -12286939.000000 Penalty: 5667.325684
	Iteration 53Q: 3 clusters Score -1.228694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -12286953.000000 Penalty: 5667.325684
	Iteration 54Q: 3 clusters Score -1.228695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -12286949.000000 Penalty: 5667.325684
	Iteration 55Q: 3 clusters Score -1.228695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -12286945.000000 Penalty: 5667.325684
	Iteration 56Q: 3 clusters Score -1.228694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -12286958.000000 Penalty: 5667.325684
	Iteration 57Q: 3 clusters Score -1.228696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -12286953.000000 Penalty: 5667.325684
	Iteration 58Q: 3 clusters Score -1.228695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -12286963.000000 Penalty: 5667.325684
	Iteration 59Q: 3 clusters Score -1.228696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -12286966.000000 Penalty: 5667.325684
	Iteration 60F: 3 clusters Score -1.228697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -12286968.000000 Penalty: 5667.325684
	Iteration 61Q: 3 clusters Score -1.228697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -12286992.000000 Penalty: 5667.325684
	Iteration 62Q: 3 clusters Score -1.228699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -12286987.000000 Penalty: 5667.325684
	Iteration 63Q: 3 clusters Score -1.228699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -12286996.000000 Penalty: 5667.325684
	Iteration 64Q: 3 clusters Score -1.2287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -12286998.000000 Penalty: 5667.325684
	Iteration 65Q: 3 clusters Score -1.2287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -12286995.000000 Penalty: 5667.325684
	Iteration 66Q: 3 clusters Score -1.2287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -12286988.000000 Penalty: 5667.325684
	Iteration 67Q: 3 clusters Score -1.228699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -12286993.000000 Penalty: 5667.325684
	Iteration 68Q: 3 clusters Score -1.228699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -12286978.000000 Penalty: 5667.325684
	Iteration 69Q: 3 clusters Score -1.228698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -12286987.000000 Penalty: 5667.325684
	Iteration 70Q: 3 clusters Score -1.228699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -12286998.000000 Penalty: 5667.325684
	Iteration 71Q: 3 clusters Score -1.2287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -12286996.000000 Penalty: 5667.325684
	Iteration 72Q: 3 clusters Score -1.2287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -12287001.000000 Penalty: 5667.325684
	Iteration 73Q: 3 clusters Score -1.2287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -12286999.000000 Penalty: 5667.325684
	Iteration 74Q: 3 clusters Score -1.2287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -12287008.000000 Penalty: 5667.325684
	Iteration 75Q: 3 clusters Score -1.228701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -12287010.000000 Penalty: 5667.325684
	Iteration 76Q: 3 clusters Score -1.228701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -12287004.000000 Penalty: 5667.325684
	Iteration 77Q: 3 clusters Score -1.2287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -12287006.000000 Penalty: 5667.325684
	Iteration 78Q: 3 clusters Score -1.228701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -12286997.000000 Penalty: 5667.325684
	Iteration 79Q: 3 clusters Score -1.2287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -12287008.000000 Penalty: 5667.325684
	Iteration 80F: 3 clusters Score -1.228701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -12287017.000000 Penalty: 5667.325684
	Iteration 81Q: 3 clusters Score -1.228702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -12287026.000000 Penalty: 5667.325684
	Iteration 82Q: 3 clusters Score -1.228703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -12287042.000000 Penalty: 5667.325684
	Iteration 83Q: 3 clusters Score -1.228704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -12287038.000000 Penalty: 5667.325684
	Iteration 84Q: 3 clusters Score -1.228704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -12287038.000000 Penalty: 5667.325684
	Iteration 85F: 3 clusters Score -1.228704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Entering Unmasked Estep 
Score: -20379968.000000 Penalty: 2960.708984
	Iteration 0F: 2 clusters Score -2.037997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -20278596.000000 Penalty: 5921.417969
	Iteration 0F: 3 clusters Score -2.02786e+07 nChanged 73192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -20320344.000000 Penalty: 5921.417969
	Iteration 1F: 3 clusters Score -2.032034e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -20321226.000000 Penalty: 5921.417969
	Iteration 2Q: 3 clusters Score -2.032123e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -20322246.000000 Penalty: 5921.417969
	Iteration 3Q: 3 clusters Score -2.032225e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -20323580.000000 Penalty: 5921.417969
	Iteration 4Q: 3 clusters Score -2.032358e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -20325810.000000 Penalty: 5921.417969
	Iteration 5Q: 3 clusters Score -2.032581e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -20329440.000000 Penalty: 5921.417969
	Iteration 6Q: 3 clusters Score -2.032944e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -20335012.000000 Penalty: 5921.417969
	Iteration 7F: 3 clusters Score -2.033501e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -20343396.000000 Penalty: 5921.417969
	Iteration 8F: 3 clusters Score -2.03434e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -20352932.000000 Penalty: 5921.417969
	Iteration 9F: 3 clusters Score -2.035293e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -20360536.000000 Penalty: 5921.417969
	Iteration 10F: 3 clusters Score -2.036054e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -20364690.000000 Penalty: 5921.417969
	Iteration 11Q: 3 clusters Score -2.036469e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -20366710.000000 Penalty: 5921.417969
	Iteration 12Q: 3 clusters Score -2.036671e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -20367968.000000 Penalty: 5921.417969
	Iteration 13Q: 3 clusters Score -2.036797e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -20369136.000000 Penalty: 5921.417969
	Iteration 14Q: 3 clusters Score -2.036914e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -20369938.000000 Penalty: 5921.417969
	Iteration 15Q: 3 clusters Score -2.036994e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -20370658.000000 Penalty: 5921.417969
	Iteration 16Q: 3 clusters Score -2.037066e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -20371468.000000 Penalty: 5921.417969
	Iteration 17Q: 3 clusters Score -2.037147e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -20372032.000000 Penalty: 5921.417969
	Iteration 18Q: 3 clusters Score -2.037203e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -20372576.000000 Penalty: 5921.417969
	Iteration 19Q: 3 clusters Score -2.037258e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135519 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -20373044.000000 Penalty: 5921.417969
	Iteration 20F: 3 clusters Score -2.037304e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137016 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -20373432.000000 Penalty: 5921.417969
	Iteration 21Q: 3 clusters Score -2.037343e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138444 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -20374032.000000 Penalty: 5921.417969
	Iteration 22Q: 3 clusters Score -2.037403e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139769 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -20374516.000000 Penalty: 5921.417969
	Iteration 23Q: 3 clusters Score -2.037452e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141032 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -20374966.000000 Penalty: 5921.417969
	Iteration 24Q: 3 clusters Score -2.037497e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142160 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -20375304.000000 Penalty: 5921.417969
	Iteration 25Q: 3 clusters Score -2.03753e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143246 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -20375608.000000 Penalty: 5921.417969
	Iteration 26Q: 3 clusters Score -2.037561e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144184 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -20375926.000000 Penalty: 5921.417969
	Iteration 27Q: 3 clusters Score -2.037593e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144987 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -20376124.000000 Penalty: 5921.417969
	Iteration 28Q: 3 clusters Score -2.037612e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145715 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -20376256.000000 Penalty: 5921.417969
	Iteration 29Q: 3 clusters Score -2.037626e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -20376378.000000 Penalty: 5921.417969
	Iteration 30Q: 3 clusters Score -2.037638e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -20376522.000000 Penalty: 5921.417969
	Iteration 31Q: 3 clusters Score -2.037652e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -20376658.000000 Penalty: 5921.417969
	Iteration 32Q: 3 clusters Score -2.037666e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -20376758.000000 Penalty: 5921.417969
	Iteration 33Q: 3 clusters Score -2.037676e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148274 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -20376858.000000 Penalty: 5921.417969
	Iteration 34Q: 3 clusters Score -2.037686e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148605 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -20376956.000000 Penalty: 5921.417969
	Iteration 35Q: 3 clusters Score -2.037696e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148917 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -20377016.000000 Penalty: 5921.417969
	Iteration 36Q: 3 clusters Score -2.037702e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149200 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -20377096.000000 Penalty: 5921.417969
	Iteration 37Q: 3 clusters Score -2.03771e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149433 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -20377144.000000 Penalty: 5921.417969
	Iteration 38Q: 3 clusters Score -2.037714e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20377242.000000 Penalty: 5921.417969
	Iteration 39Q: 3 clusters Score -2.037724e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20377280.000000 Penalty: 5921.417969
	Iteration 40F: 3 clusters Score -2.037728e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -20377298.000000 Penalty: 5921.417969
	Iteration 41Q: 3 clusters Score -2.03773e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20377310.000000 Penalty: 5921.417969
	Iteration 42Q: 3 clusters Score -2.037731e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -20377314.000000 Penalty: 5921.417969
	Iteration 43Q: 3 clusters Score -2.037731e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20377352.000000 Penalty: 5921.417969
	Iteration 44Q: 3 clusters Score -2.037735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150365 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -20377400.000000 Penalty: 5921.417969
	Iteration 45Q: 3 clusters Score -2.03774e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20377404.000000 Penalty: 5921.417969
	Iteration 46Q: 3 clusters Score -2.03774e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150552 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -20377436.000000 Penalty: 5921.417969
	Iteration 47Q: 3 clusters Score -2.037744e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20377434.000000 Penalty: 5921.417969
	Iteration 48Q: 3 clusters Score -2.037743e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20377450.000000 Penalty: 5921.417969
	Iteration 49Q: 3 clusters Score -2.037745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150769 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20377464.000000 Penalty: 5921.417969
	Iteration 50Q: 3 clusters Score -2.037746e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20377472.000000 Penalty: 5921.417969
	Iteration 51Q: 3 clusters Score -2.037747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20377468.000000 Penalty: 5921.417969
	Iteration 52Q: 3 clusters Score -2.037747e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -20377490.000000 Penalty: 5921.417969
	Iteration 53Q: 3 clusters Score -2.037749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150962 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20377500.000000 Penalty: 5921.417969
	Iteration 54Q: 3 clusters Score -2.03775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20377482.000000 Penalty: 5921.417969
	Iteration 55Q: 3 clusters Score -2.037748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -20377482.000000 Penalty: 5921.417969
	Iteration 56Q: 3 clusters Score -2.037748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -20377500.000000 Penalty: 5921.417969
	Iteration 57Q: 3 clusters Score -2.03775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -20377520.000000 Penalty: 5921.417969
	Iteration 58Q: 3 clusters Score -2.037752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20377530.000000 Penalty: 5921.417969
	Iteration 59Q: 3 clusters Score -2.037753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20377538.000000 Penalty: 5921.417969
	Iteration 60F: 3 clusters Score -2.037754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20377544.000000 Penalty: 5921.417969
	Iteration 61Q: 3 clusters Score -2.037754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -20377550.000000 Penalty: 5921.417969
	Iteration 62Q: 3 clusters Score -2.037755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20377576.000000 Penalty: 5921.417969
	Iteration 63Q: 3 clusters Score -2.037758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20377576.000000 Penalty: 5921.417969
	Iteration 64Q: 3 clusters Score -2.037758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20377538.000000 Penalty: 5921.417969
	Iteration 65Q: 3 clusters Score -2.037754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20377548.000000 Penalty: 5921.417969
	Iteration 66Q: 3 clusters Score -2.037755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20377538.000000 Penalty: 5921.417969
	Iteration 67Q: 3 clusters Score -2.037754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -20377532.000000 Penalty: 5921.417969
	Iteration 68Q: 3 clusters Score -2.037753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20377544.000000 Penalty: 5921.417969
	Iteration 69Q: 3 clusters Score -2.037754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20377552.000000 Penalty: 5921.417969
	Iteration 70Q: 3 clusters Score -2.037755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20377552.000000 Penalty: 5921.417969
	Iteration 71Q: 3 clusters Score -2.037755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20377574.000000 Penalty: 5921.417969
	Iteration 72Q: 3 clusters Score -2.037757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20377572.000000 Penalty: 5921.417969
	Iteration 73Q: 3 clusters Score -2.037757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151533 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20377578.000000 Penalty: 5921.417969
	Iteration 74Q: 3 clusters Score -2.037758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151546 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20377584.000000 Penalty: 5921.417969
	Iteration 75Q: 3 clusters Score -2.037758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20377590.000000 Penalty: 5921.417969
	Iteration 76Q: 3 clusters Score -2.037759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20377616.000000 Penalty: 5921.417969
	Iteration 77Q: 3 clusters Score -2.037762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20377616.000000 Penalty: 5921.417969
	Iteration 78Q: 3 clusters Score -2.037762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20377590.000000 Penalty: 5921.417969
	Iteration 79Q: 3 clusters Score -2.037759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -20377624.000000 Penalty: 5921.417969
	Iteration 80F: 3 clusters Score -2.037762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151606 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20377606.000000 Penalty: 5921.417969
	Iteration 81Q: 3 clusters Score -2.037761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -20377598.000000 Penalty: 5921.417969
	Iteration 82Q: 3 clusters Score -2.03776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20377604.000000 Penalty: 5921.417969
	Iteration 83Q: 3 clusters Score -2.03776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20377608.000000 Penalty: 5921.417969
	Iteration 84Q: 3 clusters Score -2.037761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20377612.000000 Penalty: 5921.417969
	Iteration 85Q: 3 clusters Score -2.037761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20377602.000000 Penalty: 5921.417969
	Iteration 86Q: 3 clusters Score -2.03776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20377602.000000 Penalty: 5921.417969
	Iteration 87Q: 3 clusters Score -2.03776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20377602.000000 Penalty: 5921.417969
	Iteration 88F: 3 clusters Score -2.03776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -119265.015625 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -119265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117373.007812 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -117373 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117785.671875 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -117785.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117994.382812 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -117994.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118243.640625 Penalty: 3417.742188
	Iteration 3F: 3 clusters Score -118243.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118838.820312 Penalty: 3417.742188
	Iteration 4F: 3 clusters Score -118838.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119112.085938 Penalty: 3417.742188
	Iteration 5F: 3 clusters Score -119112.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -119314.617188 Penalty: 3417.742188
	Iteration 6F: 3 clusters Score -119314.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119490.750000 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -119490.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -119560.375000 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -119560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -119626.359375 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -119626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -119675.296875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -119675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -119692.171875 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -119692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -119723.515625 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -119723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -119766.781250 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -119766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -119787.875000 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -119787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -119797.125000 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -119797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -119798.882812 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -119798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -119798.882812 Penalty: 3417.742188
	Iteration 17F: 3 clusters Score -119798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154665 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 180685 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91680 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119249 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 238 members 
Entering Unmasked Estep 
Score: -135256864.000000 Penalty: 72127.992188
Splitting cluster 15 changes total score from -135257824.000000 to -135256864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (11579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Entering Unmasked Estep 
Score: -1538823.125000 Penalty: 2320.523438
	Iteration 0F: 2 clusters Score -1538823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1530108.000000 Penalty: 4641.046875
	Iteration 0F: 3 clusters Score -1530108 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1532685.250000 Penalty: 4641.046875
	Iteration 1F: 3 clusters Score -1532685 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1532974.375000 Penalty: 4641.046875
	Iteration 2F: 3 clusters Score -1532974 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1533176.500000 Penalty: 4641.046875
	Iteration 3Q: 3 clusters Score -1533176 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1533366.250000 Penalty: 4641.046875
	Iteration 4Q: 3 clusters Score -1533366 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1533529.500000 Penalty: 4641.046875
	Iteration 5Q: 3 clusters Score -1533530 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1533699.750000 Penalty: 4641.046875
	Iteration 6Q: 3 clusters Score -1533700 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1533892.375000 Penalty: 4641.046875
	Iteration 7Q: 3 clusters Score -1533892 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1534138.000000 Penalty: 4641.046875
	Iteration 8Q: 3 clusters Score -1534138 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1534451.500000 Penalty: 4641.046875
	Iteration 9Q: 3 clusters Score -1534452 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1534831.875000 Penalty: 4641.046875
	Iteration 10Q: 3 clusters Score -1534832 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1535217.750000 Penalty: 4641.046875
	Iteration 11Q: 3 clusters Score -1535218 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1535655.000000 Penalty: 4641.046875
	Iteration 12Q: 3 clusters Score -1535655 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1536007.750000 Penalty: 4641.046875
	Iteration 13Q: 3 clusters Score -1536008 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1536226.125000 Penalty: 4641.046875
	Iteration 14Q: 3 clusters Score -1536226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1536355.125000 Penalty: 4641.046875
	Iteration 15Q: 3 clusters Score -1536355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1536438.125000 Penalty: 4641.046875
	Iteration 16Q: 3 clusters Score -1536438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1536489.750000 Penalty: 4641.046875
	Iteration 17Q: 3 clusters Score -1536490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1536524.875000 Penalty: 4641.046875
	Iteration 18Q: 3 clusters Score -1536525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1536549.750000 Penalty: 4641.046875
	Iteration 19Q: 3 clusters Score -1536550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1536578.375000 Penalty: 4641.046875
	Iteration 20F: 3 clusters Score -1536578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1536598.500000 Penalty: 4641.046875
	Iteration 21Q: 3 clusters Score -1536598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1536614.875000 Penalty: 4641.046875
	Iteration 22Q: 3 clusters Score -1536615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1536628.625000 Penalty: 4641.046875
	Iteration 23Q: 3 clusters Score -1536629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1536636.000000 Penalty: 4641.046875
	Iteration 24Q: 3 clusters Score -1536636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1536641.000000 Penalty: 4641.046875
	Iteration 25Q: 3 clusters Score -1536641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1536645.375000 Penalty: 4641.046875
	Iteration 26Q: 3 clusters Score -1536645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1536649.625000 Penalty: 4641.046875
	Iteration 27Q: 3 clusters Score -1536650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1536654.625000 Penalty: 4641.046875
	Iteration 28Q: 3 clusters Score -1536655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1536660.625000 Penalty: 4641.046875
	Iteration 29Q: 3 clusters Score -1536661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1536665.750000 Penalty: 4641.046875
	Iteration 30Q: 3 clusters Score -1536666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1536672.125000 Penalty: 4641.046875
	Iteration 31Q: 3 clusters Score -1536672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1536674.750000 Penalty: 4641.046875
	Iteration 32Q: 3 clusters Score -1536675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1536683.875000 Penalty: 4641.046875
	Iteration 33Q: 3 clusters Score -1536684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1536693.125000 Penalty: 4641.046875
	Iteration 34Q: 3 clusters Score -1536693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1536695.125000 Penalty: 4641.046875
	Iteration 35Q: 3 clusters Score -1536695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1536699.500000 Penalty: 4641.046875
	Iteration 36Q: 3 clusters Score -1536700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1536700.625000 Penalty: 4641.046875
	Iteration 37Q: 3 clusters Score -1536701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1536699.625000 Penalty: 4641.046875
	Iteration 38Q: 3 clusters Score -1536700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1536711.125000 Penalty: 4641.046875
	Iteration 39Q: 3 clusters Score -1536711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1536713.125000 Penalty: 4641.046875
	Iteration 40F: 3 clusters Score -1536713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1536715.375000 Penalty: 4641.046875
	Iteration 41Q: 3 clusters Score -1536715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1536720.500000 Penalty: 4641.046875
	Iteration 42Q: 3 clusters Score -1536720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1536727.000000 Penalty: 4641.046875
	Iteration 43Q: 3 clusters Score -1536727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1536732.250000 Penalty: 4641.046875
	Iteration 44Q: 3 clusters Score -1536732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1536737.875000 Penalty: 4641.046875
	Iteration 45Q: 3 clusters Score -1536738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1536739.500000 Penalty: 4641.046875
	Iteration 46Q: 3 clusters Score -1536740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1536742.250000 Penalty: 4641.046875
	Iteration 47Q: 3 clusters Score -1536742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1536754.250000 Penalty: 4641.046875
	Iteration 48Q: 3 clusters Score -1536754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1536760.375000 Penalty: 4641.046875
	Iteration 49Q: 3 clusters Score -1536760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1536767.750000 Penalty: 4641.046875
	Iteration 50Q: 3 clusters Score -1536768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1536766.750000 Penalty: 4641.046875
	Iteration 51Q: 3 clusters Score -1536767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1536764.000000 Penalty: 4641.046875
	Iteration 52Q: 3 clusters Score -1536764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1536770.500000 Penalty: 4641.046875
	Iteration 53Q: 3 clusters Score -1536770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1536771.125000 Penalty: 4641.046875
	Iteration 54Q: 3 clusters Score -1536771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1536771.250000 Penalty: 4641.046875
	Iteration 55Q: 3 clusters Score -1536771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1536773.000000 Penalty: 4641.046875
	Iteration 56Q: 3 clusters Score -1536773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1536778.750000 Penalty: 4641.046875
	Iteration 57Q: 3 clusters Score -1536779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1536782.125000 Penalty: 4641.046875
	Iteration 58Q: 3 clusters Score -1536782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1536783.500000 Penalty: 4641.046875
	Iteration 59Q: 3 clusters Score -1536784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1536798.375000 Penalty: 4641.046875
	Iteration 60F: 3 clusters Score -1536798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1536799.250000 Penalty: 4641.046875
	Iteration 61Q: 3 clusters Score -1536799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1536803.875000 Penalty: 4641.046875
	Iteration 62Q: 3 clusters Score -1536804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1536807.125000 Penalty: 4641.046875
	Iteration 63Q: 3 clusters Score -1536807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1536810.750000 Penalty: 4641.046875
	Iteration 64Q: 3 clusters Score -1536811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1536811.875000 Penalty: 4641.046875
	Iteration 65Q: 3 clusters Score -1536812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1536816.250000 Penalty: 4641.046875
	Iteration 66Q: 3 clusters Score -1536816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1536815.750000 Penalty: 4641.046875
	Iteration 67Q: 3 clusters Score -1536816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1536816.250000 Penalty: 4641.046875
	Iteration 68Q: 3 clusters Score -1536816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1536820.125000 Penalty: 4641.046875
	Iteration 69Q: 3 clusters Score -1536820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1536824.875000 Penalty: 4641.046875
	Iteration 70Q: 3 clusters Score -1536825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1536828.000000 Penalty: 4641.046875
	Iteration 71Q: 3 clusters Score -1536828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1536832.875000 Penalty: 4641.046875
	Iteration 72Q: 3 clusters Score -1536833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1536836.875000 Penalty: 4641.046875
	Iteration 73Q: 3 clusters Score -1536837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1536837.500000 Penalty: 4641.046875
	Iteration 74Q: 3 clusters Score -1536838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1536842.375000 Penalty: 4641.046875
	Iteration 75Q: 3 clusters Score -1536842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1536847.250000 Penalty: 4641.046875
	Iteration 76Q: 3 clusters Score -1536847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1536848.250000 Penalty: 4641.046875
	Iteration 77Q: 3 clusters Score -1536848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1536854.875000 Penalty: 4641.046875
	Iteration 78Q: 3 clusters Score -1536855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1536857.375000 Penalty: 4641.046875
	Iteration 79Q: 3 clusters Score -1536857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1536862.000000 Penalty: 4641.046875
	Iteration 80F: 3 clusters Score -1536862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1536869.125000 Penalty: 4641.046875
	Iteration 81Q: 3 clusters Score -1536869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1536867.500000 Penalty: 4641.046875
	Iteration 82Q: 3 clusters Score -1536868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1536870.875000 Penalty: 4641.046875
	Iteration 83Q: 3 clusters Score -1536871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1536874.875000 Penalty: 4641.046875
	Iteration 84Q: 3 clusters Score -1536875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1536877.500000 Penalty: 4641.046875
	Iteration 85Q: 3 clusters Score -1536878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1536884.375000 Penalty: 4641.046875
	Iteration 86Q: 3 clusters Score -1536884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1536897.125000 Penalty: 4641.046875
	Iteration 87Q: 3 clusters Score -1536897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1536901.125000 Penalty: 4641.046875
	Iteration 88Q: 3 clusters Score -1536901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1536902.625000 Penalty: 4641.046875
	Iteration 89Q: 3 clusters Score -1536903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1536902.875000 Penalty: 4641.046875
	Iteration 90Q: 3 clusters Score -1536903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1536906.500000 Penalty: 4641.046875
	Iteration 91Q: 3 clusters Score -1536906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1536908.500000 Penalty: 4641.046875
	Iteration 92Q: 3 clusters Score -1536908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1536914.250000 Penalty: 4641.046875
	Iteration 93Q: 3 clusters Score -1536914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1536913.500000 Penalty: 4641.046875
	Iteration 94Q: 3 clusters Score -1536914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1536920.250000 Penalty: 4641.046875
	Iteration 95Q: 3 clusters Score -1536920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1536920.250000 Penalty: 4641.046875
	Iteration 96Q: 3 clusters Score -1536920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1536926.500000 Penalty: 4641.046875
	Iteration 97Q: 3 clusters Score -1536926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1536926.875000 Penalty: 4641.046875
	Iteration 98Q: 3 clusters Score -1536927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1536924.500000 Penalty: 4641.046875
	Iteration 99Q: 3 clusters Score -1536924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1536925.375000 Penalty: 4641.046875
	Iteration 100F: 3 clusters Score -1536925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1536925.750000 Penalty: 4641.046875
	Iteration 101Q: 3 clusters Score -1536926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1536927.750000 Penalty: 4641.046875
	Iteration 102Q: 3 clusters Score -1536928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1536927.500000 Penalty: 4641.046875
	Iteration 103Q: 3 clusters Score -1536928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1536929.250000 Penalty: 4641.046875
	Iteration 104Q: 3 clusters Score -1536929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1536931.875000 Penalty: 4641.046875
	Iteration 105Q: 3 clusters Score -1536932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1536931.625000 Penalty: 4641.046875
	Iteration 106Q: 3 clusters Score -1536932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1536933.000000 Penalty: 4641.046875
	Iteration 107Q: 3 clusters Score -1536933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1536933.750000 Penalty: 4641.046875
	Iteration 108Q: 3 clusters Score -1536934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1536938.250000 Penalty: 4641.046875
	Iteration 109Q: 3 clusters Score -1536938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1536939.000000 Penalty: 4641.046875
	Iteration 110Q: 3 clusters Score -1536939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1536942.500000 Penalty: 4641.046875
	Iteration 111Q: 3 clusters Score -1536942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1536940.750000 Penalty: 4641.046875
	Iteration 112Q: 3 clusters Score -1536941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1536941.500000 Penalty: 4641.046875
	Iteration 113Q: 3 clusters Score -1536942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1536939.875000 Penalty: 4641.046875
	Iteration 114Q: 3 clusters Score -1536940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1536940.625000 Penalty: 4641.046875
	Iteration 115Q: 3 clusters Score -1536941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1536942.000000 Penalty: 4641.046875
	Iteration 116Q: 3 clusters Score -1536942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1536942.000000 Penalty: 4641.046875
	Iteration 117F: 3 clusters Score -1536942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Entering Unmasked Estep 
Score: -3018466.750000 Penalty: 2498.600098
	Iteration 0F: 2 clusters Score -3018467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3002071.500000 Penalty: 4997.200195
	Iteration 0F: 3 clusters Score -3002072 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3007839.250000 Penalty: 4997.200195
	Iteration 1F: 3 clusters Score -3007839 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3008580.500000 Penalty: 4997.200195
	Iteration 2F: 3 clusters Score -3008580 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3009443.750000 Penalty: 4997.200195
	Iteration 3F: 3 clusters Score -3009444 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3010632.250000 Penalty: 4997.200195
	Iteration 4F: 3 clusters Score -3010632 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3012031.750000 Penalty: 4997.200195
	Iteration 5F: 3 clusters Score -3012032 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3013382.000000 Penalty: 4997.200195
	Iteration 6F: 3 clusters Score -3013382 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3014488.500000 Penalty: 4997.200195
	Iteration 7F: 3 clusters Score -3014488 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3015156.500000 Penalty: 4997.200195
	Iteration 8Q: 3 clusters Score -3015156 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3015525.750000 Penalty: 4997.200195
	Iteration 9Q: 3 clusters Score -3015526 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3015774.750000 Penalty: 4997.200195
	Iteration 10Q: 3 clusters Score -3015775 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3015973.000000 Penalty: 4997.200195
	Iteration 11Q: 3 clusters Score -3015973 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3016091.750000 Penalty: 4997.200195
	Iteration 12Q: 3 clusters Score -3016092 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3016225.500000 Penalty: 4997.200195
	Iteration 13Q: 3 clusters Score -3016226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3016327.500000 Penalty: 4997.200195
	Iteration 14Q: 3 clusters Score -3016328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3016413.750000 Penalty: 4997.200195
	Iteration 15Q: 3 clusters Score -3016414 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3016498.500000 Penalty: 4997.200195
	Iteration 16Q: 3 clusters Score -3016498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3016575.500000 Penalty: 4997.200195
	Iteration 17Q: 3 clusters Score -3016576 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3016646.750000 Penalty: 4997.200195
	Iteration 18Q: 3 clusters Score -3016647 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3016695.250000 Penalty: 4997.200195
	Iteration 19Q: 3 clusters Score -3016695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3016719.750000 Penalty: 4997.200195
	Iteration 20F: 3 clusters Score -3016720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3016739.000000 Penalty: 4997.200195
	Iteration 21Q: 3 clusters Score -3016739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3016762.750000 Penalty: 4997.200195
	Iteration 22Q: 3 clusters Score -3016763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3016782.750000 Penalty: 4997.200195
	Iteration 23Q: 3 clusters Score -3016783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3016800.500000 Penalty: 4997.200195
	Iteration 24Q: 3 clusters Score -3016800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3016815.500000 Penalty: 4997.200195
	Iteration 25Q: 3 clusters Score -3016816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3016825.000000 Penalty: 4997.200195
	Iteration 26Q: 3 clusters Score -3016825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3016840.750000 Penalty: 4997.200195
	Iteration 27Q: 3 clusters Score -3016841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3016851.250000 Penalty: 4997.200195
	Iteration 28Q: 3 clusters Score -3016851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3016863.250000 Penalty: 4997.200195
	Iteration 29Q: 3 clusters Score -3016863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3016867.250000 Penalty: 4997.200195
	Iteration 30Q: 3 clusters Score -3016867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3016872.750000 Penalty: 4997.200195
	Iteration 31Q: 3 clusters Score -3016873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3016873.000000 Penalty: 4997.200195
	Iteration 32Q: 3 clusters Score -3016873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3016885.500000 Penalty: 4997.200195
	Iteration 33Q: 3 clusters Score -3016886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3016884.250000 Penalty: 4997.200195
	Iteration 34Q: 3 clusters Score -3016884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3016884.250000 Penalty: 4997.200195
	Iteration 35Q: 3 clusters Score -3016884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3016887.000000 Penalty: 4997.200195
	Iteration 36Q: 3 clusters Score -3016887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3016883.500000 Penalty: 4997.200195
	Iteration 37Q: 3 clusters Score -3016884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3016885.500000 Penalty: 4997.200195
	Iteration 38Q: 3 clusters Score -3016886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3016888.500000 Penalty: 4997.200195
	Iteration 39Q: 3 clusters Score -3016888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3016891.250000 Penalty: 4997.200195
	Iteration 40F: 3 clusters Score -3016891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3016892.250000 Penalty: 4997.200195
	Iteration 41Q: 3 clusters Score -3016892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3016893.750000 Penalty: 4997.200195
	Iteration 42Q: 3 clusters Score -3016894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3016890.250000 Penalty: 4997.200195
	Iteration 43Q: 3 clusters Score -3016890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3016890.500000 Penalty: 4997.200195
	Iteration 44Q: 3 clusters Score -3016890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3016891.500000 Penalty: 4997.200195
	Iteration 45Q: 3 clusters Score -3016892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3016893.750000 Penalty: 4997.200195
	Iteration 46Q: 3 clusters Score -3016894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3016899.500000 Penalty: 4997.200195
	Iteration 47Q: 3 clusters Score -3016900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3016906.000000 Penalty: 4997.200195
	Iteration 48Q: 3 clusters Score -3016906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3016908.500000 Penalty: 4997.200195
	Iteration 49Q: 3 clusters Score -3016908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3016909.000000 Penalty: 4997.200195
	Iteration 50Q: 3 clusters Score -3016909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3016916.500000 Penalty: 4997.200195
	Iteration 51Q: 3 clusters Score -3016916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3016918.500000 Penalty: 4997.200195
	Iteration 52Q: 3 clusters Score -3016918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3016925.750000 Penalty: 4997.200195
	Iteration 53Q: 3 clusters Score -3016926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3016920.750000 Penalty: 4997.200195
	Iteration 54Q: 3 clusters Score -3016921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3016917.250000 Penalty: 4997.200195
	Iteration 55Q: 3 clusters Score -3016917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3016919.250000 Penalty: 4997.200195
	Iteration 56Q: 3 clusters Score -3016919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3016919.250000 Penalty: 4997.200195
	Iteration 57F: 3 clusters Score -3016919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Entering Unmasked Estep 
Score: -15921450.000000 Penalty: 2898.864258
	Iteration 0F: 2 clusters Score -1.592145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -15842124.000000 Penalty: 5797.728516
	Iteration 0F: 3 clusters Score -1.584212e+07 nChanged 56431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -15874269.000000 Penalty: 5797.728516
	Iteration 1F: 3 clusters Score -1.587427e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -15875138.000000 Penalty: 5797.728516
	Iteration 2Q: 3 clusters Score -1.587514e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -15876609.000000 Penalty: 5797.728516
	Iteration 3Q: 3 clusters Score -1.587661e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -15878949.000000 Penalty: 5797.728516
	Iteration 4Q: 3 clusters Score -1.587895e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -15883680.000000 Penalty: 5797.728516
	Iteration 5F: 3 clusters Score -1.588368e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -15891759.000000 Penalty: 5797.728516
	Iteration 6F: 3 clusters Score -1.589176e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -15902524.000000 Penalty: 5797.728516
	Iteration 7F: 3 clusters Score -1.590252e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -15911742.000000 Penalty: 5797.728516
	Iteration 8F: 3 clusters Score -1.591174e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -15916431.000000 Penalty: 5797.728516
	Iteration 9Q: 3 clusters Score -1.591643e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -15918051.000000 Penalty: 5797.728516
	Iteration 10Q: 3 clusters Score -1.591805e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -15918609.000000 Penalty: 5797.728516
	Iteration 11Q: 3 clusters Score -1.591861e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -15918830.000000 Penalty: 5797.728516
	Iteration 12Q: 3 clusters Score -1.591883e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -15918912.000000 Penalty: 5797.728516
	Iteration 13Q: 3 clusters Score -1.591891e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -15918991.000000 Penalty: 5797.728516
	Iteration 14Q: 3 clusters Score -1.591899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -15919017.000000 Penalty: 5797.728516
	Iteration 15Q: 3 clusters Score -1.591902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -15919034.000000 Penalty: 5797.728516
	Iteration 16Q: 3 clusters Score -1.591903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -15919077.000000 Penalty: 5797.728516
	Iteration 17Q: 3 clusters Score -1.591908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -15919081.000000 Penalty: 5797.728516
	Iteration 18Q: 3 clusters Score -1.591908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -15919077.000000 Penalty: 5797.728516
	Iteration 19Q: 3 clusters Score -1.591908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -15919081.000000 Penalty: 5797.728516
	Iteration 20F: 3 clusters Score -1.591908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -15919097.000000 Penalty: 5797.728516
	Iteration 21Q: 3 clusters Score -1.59191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 118968 members 
Entering Unmasked Estep 
Score: -15919110.000000 Penalty: 5797.728516
	Iteration 22Q: 3 clusters Score -1.591911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -15919129.000000 Penalty: 5797.728516
	Iteration 23Q: 3 clusters Score -1.591913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -15919123.000000 Penalty: 5797.728516
	Iteration 24Q: 3 clusters Score -1.591912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -15919131.000000 Penalty: 5797.728516
	Iteration 25Q: 3 clusters Score -1.591913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -15919131.000000 Penalty: 5797.728516
	Iteration 26F: 3 clusters Score -1.591913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154665 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 180685 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91680 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 11579 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258192.000000 Penalty: 68693.328125
Iteration 159Q: 21 clusters Score -1.352582e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154653 members 
Mstep: Class 5 contains 47159 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2627 members 
Mstep: Class 8 contains 54984 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 2675 members 
Mstep: Class 11 contains 180714 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91667 members 
Mstep: Class 14 contains 153042 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 23737 members 
Mstep: Class 19 contains 119219 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259008.000000 Penalty: 68693.328125
Iteration 160F: 21 clusters Score -1.35259e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 154625 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 54983 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 180730 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91648 members 
Mstep: Class 14 contains 153023 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 23716 members 
Mstep: Class 19 contains 119183 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -1.352599e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 22443 members 
Mstep: Class 4 contains 154598 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 54986 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 180756 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91629 members 
Mstep: Class 14 contains 153029 members 
Mstep: Class 15 contains 994 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 23718 members 
Mstep: Class 19 contains 119148 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -1.352602e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161441 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 22432 members 
Mstep: Class 4 contains 154577 members 
Mstep: Class 5 contains 47154 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 54985 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 180784 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91611 members 
Mstep: Class 14 contains 153057 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 1175 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 119096 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 163Q: 21 clusters Score -1.352603e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 154551 members 
Mstep: Class 5 contains 47150 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 54993 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 180814 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91590 members 
Mstep: Class 14 contains 153087 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 1207 members 
Mstep: Class 18 contains 23738 members 
Mstep: Class 19 contains 119052 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -1.352604e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 22433 members 
Mstep: Class 4 contains 154545 members 
Mstep: Class 5 contains 47150 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 54999 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 180841 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91576 members 
Mstep: Class 14 contains 153103 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 1226 members 
Mstep: Class 18 contains 23742 members 
Mstep: Class 19 contains 119027 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -1.352604e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 22430 members 
Mstep: Class 4 contains 154528 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55004 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2671 members 
Mstep: Class 11 contains 180873 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91559 members 
Mstep: Class 14 contains 153142 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 23746 members 
Mstep: Class 19 contains 118983 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -1.352603e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 22428 members 
Mstep: Class 4 contains 154517 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55014 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 180905 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91541 members 
Mstep: Class 14 contains 153167 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 23745 members 
Mstep: Class 19 contains 118954 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -1.352604e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 22433 members 
Mstep: Class 4 contains 154484 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55022 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 180937 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91527 members 
Mstep: Class 14 contains 153191 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 23749 members 
Mstep: Class 19 contains 118916 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -1.352602e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161429 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 22438 members 
Mstep: Class 4 contains 154452 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55023 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 180979 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91511 members 
Mstep: Class 14 contains 153213 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 23748 members 
Mstep: Class 19 contains 118888 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.352603e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 22446 members 
Mstep: Class 4 contains 154425 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55034 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181015 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91494 members 
Mstep: Class 14 contains 153235 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 23747 members 
Mstep: Class 19 contains 118851 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -1.352604e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 22448 members 
Mstep: Class 4 contains 154412 members 
Mstep: Class 5 contains 47143 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55048 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181039 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91477 members 
Mstep: Class 14 contains 153250 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 23747 members 
Mstep: Class 19 contains 118816 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -1.352605e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161463 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 22452 members 
Mstep: Class 4 contains 154388 members 
Mstep: Class 5 contains 47146 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55050 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181080 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91458 members 
Mstep: Class 14 contains 153265 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118784 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -1.352605e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161477 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 22452 members 
Mstep: Class 4 contains 154357 members 
Mstep: Class 5 contains 47144 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55055 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181099 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91450 members 
Mstep: Class 14 contains 153286 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 118758 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -1.352605e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 22451 members 
Mstep: Class 4 contains 154324 members 
Mstep: Class 5 contains 47141 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55066 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181129 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91444 members 
Mstep: Class 14 contains 153304 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 1258 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118732 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -1.352606e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 22453 members 
Mstep: Class 4 contains 154291 members 
Mstep: Class 5 contains 47138 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55073 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181158 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91433 members 
Mstep: Class 14 contains 153328 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 23761 members 
Mstep: Class 19 contains 118702 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -1.352604e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161488 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 154271 members 
Mstep: Class 5 contains 47136 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55086 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181162 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91423 members 
Mstep: Class 14 contains 153360 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118682 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -1.352604e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161492 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 22454 members 
Mstep: Class 4 contains 154253 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55094 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181169 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91419 members 
Mstep: Class 14 contains 153400 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118653 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.352604e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 22453 members 
Mstep: Class 4 contains 154243 members 
Mstep: Class 5 contains 47129 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55099 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181171 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91406 members 
Mstep: Class 14 contains 153440 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118626 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.352605e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 22453 members 
Mstep: Class 4 contains 154219 members 
Mstep: Class 5 contains 47129 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55098 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181187 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91395 members 
Mstep: Class 14 contains 153467 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118604 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -1.352605e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 22453 members 
Mstep: Class 4 contains 154204 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55109 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181186 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91388 members 
Mstep: Class 14 contains 153498 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 118578 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -1.352605e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 22453 members 
Mstep: Class 4 contains 154207 members 
Mstep: Class 5 contains 47131 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55113 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181188 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91376 members 
Mstep: Class 14 contains 153509 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118549 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -1.352604e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 22456 members 
Mstep: Class 4 contains 154194 members 
Mstep: Class 5 contains 47138 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55119 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181193 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91367 members 
Mstep: Class 14 contains 153528 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118520 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.352604e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 22454 members 
Mstep: Class 4 contains 154184 members 
Mstep: Class 5 contains 47144 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55128 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181203 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91357 members 
Mstep: Class 14 contains 153538 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 118496 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -1.352605e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 154180 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55139 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181215 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91341 members 
Mstep: Class 14 contains 153553 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118469 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -1.352605e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 154165 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55150 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181223 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91338 members 
Mstep: Class 14 contains 153559 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118447 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -1.352605e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 154153 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55159 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181235 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91334 members 
Mstep: Class 14 contains 153574 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118421 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -1.352606e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 154145 members 
Mstep: Class 5 contains 47162 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 55168 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181251 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91327 members 
Mstep: Class 14 contains 153595 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118390 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -1.352605e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 154133 members 
Mstep: Class 5 contains 47165 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55178 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181262 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91322 members 
Mstep: Class 14 contains 153625 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11405 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118365 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260528.000000 Penalty: 68693.328125
Iteration 188Q: 21 clusters Score -1.352605e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 154119 members 
Mstep: Class 5 contains 47170 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55186 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181266 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91316 members 
Mstep: Class 14 contains 153644 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 118343 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260512.000000 Penalty: 68693.328125
Iteration 189Q: 21 clusters Score -1.352605e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22459 members 
Mstep: Class 4 contains 154099 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55191 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181279 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91310 members 
Mstep: Class 14 contains 153667 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11399 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118325 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 190Q: 21 clusters Score -1.352605e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 154073 members 
Mstep: Class 5 contains 47173 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55200 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181300 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91305 members 
Mstep: Class 14 contains 153684 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11392 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118306 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260576.000000 Penalty: 68693.328125
Iteration 191Q: 21 clusters Score -1.352606e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 154049 members 
Mstep: Class 5 contains 47170 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55209 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181315 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91301 members 
Mstep: Class 14 contains 153709 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11387 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 118296 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260704.000000 Penalty: 68693.328125
Iteration 192Q: 21 clusters Score -1.352607e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 154026 members 
Mstep: Class 5 contains 47167 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55213 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181335 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91299 members 
Mstep: Class 14 contains 153720 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118288 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260704.000000 Penalty: 68693.328125
Iteration 193Q: 21 clusters Score -1.352607e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 154014 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55217 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181354 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91293 members 
Mstep: Class 14 contains 153732 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11379 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23765 members 
Mstep: Class 19 contains 118278 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260688.000000 Penalty: 68693.328125
Iteration 194Q: 21 clusters Score -1.352607e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 154010 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55223 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181368 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91290 members 
Mstep: Class 14 contains 153732 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11375 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118269 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260656.000000 Penalty: 68693.328125
Iteration 195Q: 21 clusters Score -1.352607e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 154010 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55230 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181393 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91287 members 
Mstep: Class 14 contains 153722 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118251 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 196Q: 21 clusters Score -1.352606e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 154000 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55235 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181419 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91285 members 
Mstep: Class 14 contains 153726 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11367 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23763 members 
Mstep: Class 19 contains 118231 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 197Q: 21 clusters Score -1.352605e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 153994 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55244 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181426 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91284 members 
Mstep: Class 14 contains 153730 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11363 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118219 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260592.000000 Penalty: 68693.328125
Iteration 198Q: 21 clusters Score -1.352606e+08 nChanged 111
Entering ConstructFrom: 
Score: -135260592.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (161567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161567 members 
Entering Unmasked Estep 
Score: -21573112.000000 Penalty: 2974.183350
	Iteration 0F: 2 clusters Score -2.157311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -21471772.000000 Penalty: 5948.366699
	Iteration 0F: 3 clusters Score -2.147177e+07 nChanged 77561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -21518092.000000 Penalty: 5948.366699
	Iteration 1F: 3 clusters Score -2.151809e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -21519612.000000 Penalty: 5948.366699
	Iteration 2Q: 3 clusters Score -2.151961e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -21521890.000000 Penalty: 5948.366699
	Iteration 3Q: 3 clusters Score -2.152189e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -21525222.000000 Penalty: 5948.366699
	Iteration 4Q: 3 clusters Score -2.152522e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -21529930.000000 Penalty: 5948.366699
	Iteration 5F: 3 clusters Score -2.152993e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -21536490.000000 Penalty: 5948.366699
	Iteration 6F: 3 clusters Score -2.153649e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -21544444.000000 Penalty: 5948.366699
	Iteration 7F: 3 clusters Score -2.154444e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -21551916.000000 Penalty: 5948.366699
	Iteration 8F: 3 clusters Score -2.155192e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -21556754.000000 Penalty: 5948.366699
	Iteration 9F: 3 clusters Score -2.155675e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -21558838.000000 Penalty: 5948.366699
	Iteration 10Q: 3 clusters Score -2.155884e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -21560296.000000 Penalty: 5948.366699
	Iteration 11Q: 3 clusters Score -2.15603e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 111791 members 
Entering Unmasked Estep 
Score: -21561496.000000 Penalty: 5948.366699
	Iteration 12Q: 3 clusters Score -2.15615e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -21562690.000000 Penalty: 5948.366699
	Iteration 13Q: 3 clusters Score -2.156269e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -21563932.000000 Penalty: 5948.366699
	Iteration 14Q: 3 clusters Score -2.156393e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -21565162.000000 Penalty: 5948.366699
	Iteration 15Q: 3 clusters Score -2.156516e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 125569 members 
Entering Unmasked Estep 
Score: -21566156.000000 Penalty: 5948.366699
	Iteration 16Q: 3 clusters Score -2.156616e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 128721 members 
Entering Unmasked Estep 
Score: -21567172.000000 Penalty: 5948.366699
	Iteration 17Q: 3 clusters Score -2.156717e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 131670 members 
Entering Unmasked Estep 
Score: -21568016.000000 Penalty: 5948.366699
	Iteration 18Q: 3 clusters Score -2.156802e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -21568652.000000 Penalty: 5948.366699
	Iteration 19Q: 3 clusters Score -2.156865e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -21569448.000000 Penalty: 5948.366699
	Iteration 20F: 3 clusters Score -2.156945e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 139208 members 
Entering Unmasked Estep 
Score: -21570116.000000 Penalty: 5948.366699
	Iteration 21Q: 3 clusters Score -2.157012e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 141379 members 
Entering Unmasked Estep 
Score: -21570586.000000 Penalty: 5948.366699
	Iteration 22Q: 3 clusters Score -2.157059e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -21571092.000000 Penalty: 5948.366699
	Iteration 23Q: 3 clusters Score -2.157109e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -21571352.000000 Penalty: 5948.366699
	Iteration 24Q: 3 clusters Score -2.157135e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -21571858.000000 Penalty: 5948.366699
	Iteration 25Q: 3 clusters Score -2.157186e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -21571976.000000 Penalty: 5948.366699
	Iteration 26Q: 3 clusters Score -2.157198e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 149296 members 
Entering Unmasked Estep 
Score: -21572180.000000 Penalty: 5948.366699
	Iteration 27Q: 3 clusters Score -2.157218e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -21572332.000000 Penalty: 5948.366699
	Iteration 28Q: 3 clusters Score -2.157233e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -21572608.000000 Penalty: 5948.366699
	Iteration 29Q: 3 clusters Score -2.157261e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -21572688.000000 Penalty: 5948.366699
	Iteration 30Q: 3 clusters Score -2.157269e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -21572634.000000 Penalty: 5948.366699
	Iteration 31Q: 3 clusters Score -2.157263e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -21572780.000000 Penalty: 5948.366699
	Iteration 32Q: 3 clusters Score -2.157278e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -21572876.000000 Penalty: 5948.366699
	Iteration 33Q: 3 clusters Score -2.157288e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -21572928.000000 Penalty: 5948.366699
	Iteration 34Q: 3 clusters Score -2.157293e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -21572994.000000 Penalty: 5948.366699
	Iteration 35Q: 3 clusters Score -2.157299e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -21573058.000000 Penalty: 5948.366699
	Iteration 36Q: 3 clusters Score -2.157306e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 155849 members 
Entering Unmasked Estep 
Score: -21573118.000000 Penalty: 5948.366699
	Iteration 37Q: 3 clusters Score -2.157312e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -21573064.000000 Penalty: 5948.366699
	Iteration 38Q: 3 clusters Score -2.157306e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -21573114.000000 Penalty: 5948.366699
	Iteration 39Q: 3 clusters Score -2.157311e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -21573126.000000 Penalty: 5948.366699
	Iteration 40F: 3 clusters Score -2.157313e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -21573142.000000 Penalty: 5948.366699
	Iteration 41Q: 3 clusters Score -2.157314e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 156964 members 
Entering Unmasked Estep 
Score: -21573152.000000 Penalty: 5948.366699
	Iteration 42Q: 3 clusters Score -2.157315e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -21573142.000000 Penalty: 5948.366699
	Iteration 43Q: 3 clusters Score -2.157314e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 157241 members 
Entering Unmasked Estep 
Score: -21573160.000000 Penalty: 5948.366699
	Iteration 44Q: 3 clusters Score -2.157316e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -21573188.000000 Penalty: 5948.366699
	Iteration 45Q: 3 clusters Score -2.157319e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 157422 members 
Entering Unmasked Estep 
Score: -21573192.000000 Penalty: 5948.366699
	Iteration 46Q: 3 clusters Score -2.157319e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -21573172.000000 Penalty: 5948.366699
	Iteration 47Q: 3 clusters Score -2.157317e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -21573136.000000 Penalty: 5948.366699
	Iteration 48Q: 3 clusters Score -2.157314e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -21573124.000000 Penalty: 5948.366699
	Iteration 49Q: 3 clusters Score -2.157312e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -21573154.000000 Penalty: 5948.366699
	Iteration 50Q: 3 clusters Score -2.157315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -21573154.000000 Penalty: 5948.366699
	Iteration 51Q: 3 clusters Score -2.157315e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -21573136.000000 Penalty: 5948.366699
	Iteration 52Q: 3 clusters Score -2.157314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -21573130.000000 Penalty: 5948.366699
	Iteration 53Q: 3 clusters Score -2.157313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 157835 members 
Entering Unmasked Estep 
Score: -21573116.000000 Penalty: 5948.366699
	Iteration 54Q: 3 clusters Score -2.157312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 157862 members 
Entering Unmasked Estep 
Score: -21573112.000000 Penalty: 5948.366699
	Iteration 55Q: 3 clusters Score -2.157311e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -21573128.000000 Penalty: 5948.366699
	Iteration 56Q: 3 clusters Score -2.157313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -21573126.000000 Penalty: 5948.366699
	Iteration 57Q: 3 clusters Score -2.157313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -21573116.000000 Penalty: 5948.366699
	Iteration 58Q: 3 clusters Score -2.157312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -21573130.000000 Penalty: 5948.366699
	Iteration 59Q: 3 clusters Score -2.157313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -21573126.000000 Penalty: 5948.366699
	Iteration 60F: 3 clusters Score -2.157313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -21573104.000000 Penalty: 5948.366699
	Iteration 61Q: 3 clusters Score -2.15731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -21573102.000000 Penalty: 5948.366699
	Iteration 62Q: 3 clusters Score -2.15731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -21573086.000000 Penalty: 5948.366699
	Iteration 63Q: 3 clusters Score -2.157309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 158014 members 
Entering Unmasked Estep 
Score: -21573082.000000 Penalty: 5948.366699
	Iteration 64Q: 3 clusters Score -2.157308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -21573072.000000 Penalty: 5948.366699
	Iteration 65Q: 3 clusters Score -2.157307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -21573084.000000 Penalty: 5948.366699
	Iteration 66Q: 3 clusters Score -2.157308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -21573102.000000 Penalty: 5948.366699
	Iteration 67Q: 3 clusters Score -2.15731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 158040 members 
Entering Unmasked Estep 
Score: -21573100.000000 Penalty: 5948.366699
	Iteration 68Q: 3 clusters Score -2.15731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -21573086.000000 Penalty: 5948.366699
	Iteration 69Q: 3 clusters Score -2.157309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -21573096.000000 Penalty: 5948.366699
	Iteration 70Q: 3 clusters Score -2.15731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21573100.000000 Penalty: 5948.366699
	Iteration 71Q: 3 clusters Score -2.15731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -21573106.000000 Penalty: 5948.366699
	Iteration 72Q: 3 clusters Score -2.157311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -21573104.000000 Penalty: 5948.366699
	Iteration 73Q: 3 clusters Score -2.15731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -21573100.000000 Penalty: 5948.366699
	Iteration 74Q: 3 clusters Score -2.15731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -21573102.000000 Penalty: 5948.366699
	Iteration 75Q: 3 clusters Score -2.15731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -21573102.000000 Penalty: 5948.366699
	Iteration 76F: 3 clusters Score -2.15731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -569133.937500 Penalty: 2084.752930
	Iteration 0F: 2 clusters Score -569133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -564911.125000 Penalty: 4169.505859
	Iteration 0F: 3 clusters Score -564911.1 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -565951.437500 Penalty: 4169.505859
	Iteration 1F: 3 clusters Score -565951.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -566292.875000 Penalty: 4169.505859
	Iteration 2F: 3 clusters Score -566292.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -566537.500000 Penalty: 4169.505859
	Iteration 3F: 3 clusters Score -566537.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -566738.875000 Penalty: 4169.505859
	Iteration 4F: 3 clusters Score -566738.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -566912.562500 Penalty: 4169.505859
	Iteration 5F: 3 clusters Score -566912.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -567037.812500 Penalty: 4169.505859
	Iteration 6Q: 3 clusters Score -567037.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -567130.250000 Penalty: 4169.505859
	Iteration 7Q: 3 clusters Score -567130.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -567212.937500 Penalty: 4169.505859
	Iteration 8Q: 3 clusters Score -567212.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -567294.000000 Penalty: 4169.505859
	Iteration 9Q: 3 clusters Score -567294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -567362.375000 Penalty: 4169.505859
	Iteration 10Q: 3 clusters Score -567362.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -567416.875000 Penalty: 4169.505859
	Iteration 11Q: 3 clusters Score -567416.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -567466.875000 Penalty: 4169.505859
	Iteration 12Q: 3 clusters Score -567466.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -567501.062500 Penalty: 4169.505859
	Iteration 13Q: 3 clusters Score -567501.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -567526.687500 Penalty: 4169.505859
	Iteration 14Q: 3 clusters Score -567526.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -567547.937500 Penalty: 4169.505859
	Iteration 15Q: 3 clusters Score -567547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -567562.187500 Penalty: 4169.505859
	Iteration 16Q: 3 clusters Score -567562.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -567583.187500 Penalty: 4169.505859
	Iteration 17Q: 3 clusters Score -567583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -567601.500000 Penalty: 4169.505859
	Iteration 18Q: 3 clusters Score -567601.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -567620.250000 Penalty: 4169.505859
	Iteration 19Q: 3 clusters Score -567620.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -567638.937500 Penalty: 4169.505859
	Iteration 20F: 3 clusters Score -567638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -567652.000000 Penalty: 4169.505859
	Iteration 21Q: 3 clusters Score -567652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -567662.500000 Penalty: 4169.505859
	Iteration 22Q: 3 clusters Score -567662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -567670.625000 Penalty: 4169.505859
	Iteration 23Q: 3 clusters Score -567670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -567678.375000 Penalty: 4169.505859
	Iteration 24Q: 3 clusters Score -567678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -567682.812500 Penalty: 4169.505859
	Iteration 25Q: 3 clusters Score -567682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -567686.812500 Penalty: 4169.505859
	Iteration 26Q: 3 clusters Score -567686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -567688.000000 Penalty: 4169.505859
	Iteration 27Q: 3 clusters Score -567688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -567693.250000 Penalty: 4169.505859
	Iteration 28Q: 3 clusters Score -567693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -567697.437500 Penalty: 4169.505859
	Iteration 29Q: 3 clusters Score -567697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -567703.062500 Penalty: 4169.505859
	Iteration 30Q: 3 clusters Score -567703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -567705.875000 Penalty: 4169.505859
	Iteration 31Q: 3 clusters Score -567705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -567708.312500 Penalty: 4169.505859
	Iteration 32Q: 3 clusters Score -567708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -567710.937500 Penalty: 4169.505859
	Iteration 33Q: 3 clusters Score -567710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -567711.875000 Penalty: 4169.505859
	Iteration 34Q: 3 clusters Score -567711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -567713.437500 Penalty: 4169.505859
	Iteration 35Q: 3 clusters Score -567713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -567715.187500 Penalty: 4169.505859
	Iteration 36Q: 3 clusters Score -567715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -567715.125000 Penalty: 4169.505859
	Iteration 37Q: 3 clusters Score -567715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -567714.750000 Penalty: 4169.505859
	Iteration 38Q: 3 clusters Score -567714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -567717.312500 Penalty: 4169.505859
	Iteration 39Q: 3 clusters Score -567717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -567718.125000 Penalty: 4169.505859
	Iteration 40F: 3 clusters Score -567718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -567718.562500 Penalty: 4169.505859
	Iteration 41Q: 3 clusters Score -567718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -567718.562500 Penalty: 4169.505859
	Iteration 42F: 3 clusters Score -567718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Entering Unmasked Estep 
Score: -3033323.500000 Penalty: 2484.911133
	Iteration 0F: 2 clusters Score -3033324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3017626.500000 Penalty: 4969.822266
	Iteration 0F: 3 clusters Score -3017626 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3023032.500000 Penalty: 4969.822266
	Iteration 1F: 3 clusters Score -3023032 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3023363.750000 Penalty: 4969.822266
	Iteration 2Q: 3 clusters Score -3023364 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3023580.500000 Penalty: 4969.822266
	Iteration 3Q: 3 clusters Score -3023580 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3023765.250000 Penalty: 4969.822266
	Iteration 4Q: 3 clusters Score -3023765 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3023915.500000 Penalty: 4969.822266
	Iteration 5Q: 3 clusters Score -3023916 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3024031.250000 Penalty: 4969.822266
	Iteration 6Q: 3 clusters Score -3024031 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3024132.500000 Penalty: 4969.822266
	Iteration 7Q: 3 clusters Score -3024132 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3024222.250000 Penalty: 4969.822266
	Iteration 8Q: 3 clusters Score -3024222 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3024299.000000 Penalty: 4969.822266
	Iteration 9Q: 3 clusters Score -3024299 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3024363.250000 Penalty: 4969.822266
	Iteration 10Q: 3 clusters Score -3024363 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3024474.250000 Penalty: 4969.822266
	Iteration 11Q: 3 clusters Score -3024474 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3024579.750000 Penalty: 4969.822266
	Iteration 12Q: 3 clusters Score -3024580 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3024701.500000 Penalty: 4969.822266
	Iteration 13Q: 3 clusters Score -3024702 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3024861.250000 Penalty: 4969.822266
	Iteration 14Q: 3 clusters Score -3024861 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3025094.500000 Penalty: 4969.822266
	Iteration 15Q: 3 clusters Score -3025094 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3025453.250000 Penalty: 4969.822266
	Iteration 16Q: 3 clusters Score -3025453 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3025961.500000 Penalty: 4969.822266
	Iteration 17Q: 3 clusters Score -3025962 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3026701.500000 Penalty: 4969.822266
	Iteration 18F: 3 clusters Score -3026702 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3027659.250000 Penalty: 4969.822266
	Iteration 19F: 3 clusters Score -3027659 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3028732.250000 Penalty: 4969.822266
	Iteration 20F: 3 clusters Score -3028732 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3029679.250000 Penalty: 4969.822266
	Iteration 21Q: 3 clusters Score -3029679 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3030340.250000 Penalty: 4969.822266
	Iteration 22Q: 3 clusters Score -3030340 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3030737.750000 Penalty: 4969.822266
	Iteration 23Q: 3 clusters Score -3030738 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3030926.000000 Penalty: 4969.822266
	Iteration 24Q: 3 clusters Score -3030926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3031017.000000 Penalty: 4969.822266
	Iteration 25Q: 3 clusters Score -3031017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3031064.500000 Penalty: 4969.822266
	Iteration 26Q: 3 clusters Score -3031064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3031088.500000 Penalty: 4969.822266
	Iteration 27Q: 3 clusters Score -3031088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3031111.750000 Penalty: 4969.822266
	Iteration 28Q: 3 clusters Score -3031112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3031115.500000 Penalty: 4969.822266
	Iteration 29Q: 3 clusters Score -3031116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3031118.500000 Penalty: 4969.822266
	Iteration 30Q: 3 clusters Score -3031118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3031128.250000 Penalty: 4969.822266
	Iteration 31Q: 3 clusters Score -3031128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3031140.000000 Penalty: 4969.822266
	Iteration 32Q: 3 clusters Score -3031140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3031142.250000 Penalty: 4969.822266
	Iteration 33Q: 3 clusters Score -3031142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3031146.750000 Penalty: 4969.822266
	Iteration 34Q: 3 clusters Score -3031147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3031146.750000 Penalty: 4969.822266
	Iteration 35F: 3 clusters Score -3031147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Entering Unmasked Estep 
Score: -20520810.000000 Penalty: 2962.271484
	Iteration 0F: 2 clusters Score -2.052081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -20422200.000000 Penalty: 5924.542969
	Iteration 0F: 3 clusters Score -2.04222e+07 nChanged 73657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -20464486.000000 Penalty: 5924.542969
	Iteration 1F: 3 clusters Score -2.046449e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -20465190.000000 Penalty: 5924.542969
	Iteration 2Q: 3 clusters Score -2.046519e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -20466160.000000 Penalty: 5924.542969
	Iteration 3Q: 3 clusters Score -2.046616e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -20467170.000000 Penalty: 5924.542969
	Iteration 4Q: 3 clusters Score -2.046717e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -20468800.000000 Penalty: 5924.542969
	Iteration 5Q: 3 clusters Score -2.04688e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -20471028.000000 Penalty: 5924.542969
	Iteration 6Q: 3 clusters Score -2.047103e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -20474348.000000 Penalty: 5924.542969
	Iteration 7Q: 3 clusters Score -2.047435e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -20479644.000000 Penalty: 5924.542969
	Iteration 8F: 3 clusters Score -2.047964e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -20487024.000000 Penalty: 5924.542969
	Iteration 9F: 3 clusters Score -2.048702e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 110339 members 
Entering Unmasked Estep 
Score: -20495040.000000 Penalty: 5924.542969
	Iteration 10F: 3 clusters Score -2.049504e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -20501484.000000 Penalty: 5924.542969
	Iteration 11F: 3 clusters Score -2.050148e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -20505308.000000 Penalty: 5924.542969
	Iteration 12Q: 3 clusters Score -2.050531e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -20507502.000000 Penalty: 5924.542969
	Iteration 13Q: 3 clusters Score -2.05075e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -20508816.000000 Penalty: 5924.542969
	Iteration 14Q: 3 clusters Score -2.050882e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -20509990.000000 Penalty: 5924.542969
	Iteration 15Q: 3 clusters Score -2.050999e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -20510898.000000 Penalty: 5924.542969
	Iteration 16Q: 3 clusters Score -2.05109e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 132053 members 
Entering Unmasked Estep 
Score: -20511796.000000 Penalty: 5924.542969
	Iteration 17Q: 3 clusters Score -2.05118e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -20512676.000000 Penalty: 5924.542969
	Iteration 18Q: 3 clusters Score -2.051268e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -20513452.000000 Penalty: 5924.542969
	Iteration 19Q: 3 clusters Score -2.051345e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -20514008.000000 Penalty: 5924.542969
	Iteration 20F: 3 clusters Score -2.051401e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -20514404.000000 Penalty: 5924.542969
	Iteration 21Q: 3 clusters Score -2.05144e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -20514802.000000 Penalty: 5924.542969
	Iteration 22Q: 3 clusters Score -2.05148e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -20515062.000000 Penalty: 5924.542969
	Iteration 23Q: 3 clusters Score -2.051506e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 142242 members 
Entering Unmasked Estep 
Score: -20515276.000000 Penalty: 5924.542969
	Iteration 24Q: 3 clusters Score -2.051528e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -20515526.000000 Penalty: 5924.542969
	Iteration 25Q: 3 clusters Score -2.051553e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 144071 members 
Entering Unmasked Estep 
Score: -20515674.000000 Penalty: 5924.542969
	Iteration 26Q: 3 clusters Score -2.051567e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -20515880.000000 Penalty: 5924.542969
	Iteration 27Q: 3 clusters Score -2.051588e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -20516006.000000 Penalty: 5924.542969
	Iteration 28Q: 3 clusters Score -2.051601e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -20516154.000000 Penalty: 5924.542969
	Iteration 29Q: 3 clusters Score -2.051615e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 146811 members 
Entering Unmasked Estep 
Score: -20516342.000000 Penalty: 5924.542969
	Iteration 30Q: 3 clusters Score -2.051634e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 147359 members 
Entering Unmasked Estep 
Score: -20516436.000000 Penalty: 5924.542969
	Iteration 31Q: 3 clusters Score -2.051644e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -20516652.000000 Penalty: 5924.542969
	Iteration 32Q: 3 clusters Score -2.051665e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 148328 members 
Entering Unmasked Estep 
Score: -20516776.000000 Penalty: 5924.542969
	Iteration 33Q: 3 clusters Score -2.051678e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -20516942.000000 Penalty: 5924.542969
	Iteration 34Q: 3 clusters Score -2.051694e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -20517044.000000 Penalty: 5924.542969
	Iteration 35Q: 3 clusters Score -2.051704e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 149449 members 
Entering Unmasked Estep 
Score: -20517162.000000 Penalty: 5924.542969
	Iteration 36Q: 3 clusters Score -2.051716e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -20517292.000000 Penalty: 5924.542969
	Iteration 37Q: 3 clusters Score -2.051729e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -20517408.000000 Penalty: 5924.542969
	Iteration 38Q: 3 clusters Score -2.051741e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -20517538.000000 Penalty: 5924.542969
	Iteration 39Q: 3 clusters Score -2.051754e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -20517610.000000 Penalty: 5924.542969
	Iteration 40F: 3 clusters Score -2.051761e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -20517710.000000 Penalty: 5924.542969
	Iteration 41Q: 3 clusters Score -2.051771e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 150824 members 
Entering Unmasked Estep 
Score: -20517732.000000 Penalty: 5924.542969
	Iteration 42Q: 3 clusters Score -2.051773e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -20517790.000000 Penalty: 5924.542969
	Iteration 43Q: 3 clusters Score -2.051779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -20517860.000000 Penalty: 5924.542969
	Iteration 44Q: 3 clusters Score -2.051786e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -20517934.000000 Penalty: 5924.542969
	Iteration 45Q: 3 clusters Score -2.051793e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -20517944.000000 Penalty: 5924.542969
	Iteration 46Q: 3 clusters Score -2.051794e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -20517968.000000 Penalty: 5924.542969
	Iteration 47Q: 3 clusters Score -2.051797e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 151413 members 
Entering Unmasked Estep 
Score: -20518032.000000 Penalty: 5924.542969
	Iteration 48Q: 3 clusters Score -2.051803e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -20518068.000000 Penalty: 5924.542969
	Iteration 49Q: 3 clusters Score -2.051807e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -20518100.000000 Penalty: 5924.542969
	Iteration 50Q: 3 clusters Score -2.05181e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -20518168.000000 Penalty: 5924.542969
	Iteration 51Q: 3 clusters Score -2.051817e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -20518160.000000 Penalty: 5924.542969
	Iteration 52Q: 3 clusters Score -2.051816e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 151714 members 
Entering Unmasked Estep 
Score: -20518172.000000 Penalty: 5924.542969
	Iteration 53Q: 3 clusters Score -2.051817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -20518188.000000 Penalty: 5924.542969
	Iteration 54Q: 3 clusters Score -2.051819e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -20518216.000000 Penalty: 5924.542969
	Iteration 55Q: 3 clusters Score -2.051822e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -20518236.000000 Penalty: 5924.542969
	Iteration 56Q: 3 clusters Score -2.051824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -20518204.000000 Penalty: 5924.542969
	Iteration 57Q: 3 clusters Score -2.05182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -20518222.000000 Penalty: 5924.542969
	Iteration 58Q: 3 clusters Score -2.051822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -20518236.000000 Penalty: 5924.542969
	Iteration 59Q: 3 clusters Score -2.051824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 152007 members 
Entering Unmasked Estep 
Score: -20518256.000000 Penalty: 5924.542969
	Iteration 60F: 3 clusters Score -2.051826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 152033 members 
Entering Unmasked Estep 
Score: -20518242.000000 Penalty: 5924.542969
	Iteration 61Q: 3 clusters Score -2.051824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -20518238.000000 Penalty: 5924.542969
	Iteration 62Q: 3 clusters Score -2.051824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -20518238.000000 Penalty: 5924.542969
	Iteration 63Q: 3 clusters Score -2.051824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 152089 members 
Entering Unmasked Estep 
Score: -20518262.000000 Penalty: 5924.542969
	Iteration 64Q: 3 clusters Score -2.051826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 152102 members 
Entering Unmasked Estep 
Score: -20518256.000000 Penalty: 5924.542969
	Iteration 65Q: 3 clusters Score -2.051826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -20518286.000000 Penalty: 5924.542969
	Iteration 66Q: 3 clusters Score -2.051829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -20518292.000000 Penalty: 5924.542969
	Iteration 67Q: 3 clusters Score -2.051829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -20518306.000000 Penalty: 5924.542969
	Iteration 68Q: 3 clusters Score -2.051831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -20518310.000000 Penalty: 5924.542969
	Iteration 69Q: 3 clusters Score -2.051831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -20518324.000000 Penalty: 5924.542969
	Iteration 70Q: 3 clusters Score -2.051832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -20518336.000000 Penalty: 5924.542969
	Iteration 71Q: 3 clusters Score -2.051834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -20518332.000000 Penalty: 5924.542969
	Iteration 72Q: 3 clusters Score -2.051833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -20518336.000000 Penalty: 5924.542969
	Iteration 73Q: 3 clusters Score -2.051834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 152204 members 
Entering Unmasked Estep 
Score: -20518344.000000 Penalty: 5924.542969
	Iteration 74Q: 3 clusters Score -2.051834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 152204 members 
Entering Unmasked Estep 
Score: -20518340.000000 Penalty: 5924.542969
	Iteration 75Q: 3 clusters Score -2.051834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -20518344.000000 Penalty: 5924.542969
	Iteration 76Q: 3 clusters Score -2.051834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -20518344.000000 Penalty: 5924.542969
	Iteration 77Q: 3 clusters Score -2.051834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -20518344.000000 Penalty: 5924.542969
	Iteration 78F: 3 clusters Score -2.051834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Entering Unmasked Estep 
Score: -6351024.000000 Penalty: 2668.860596
	Iteration 0F: 2 clusters Score -6351024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -6319137.500000 Penalty: 5337.721191
	Iteration 0F: 3 clusters Score -6319138 nChanged 21735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6331095.500000 Penalty: 5337.721191
	Iteration 1F: 3 clusters Score -6331096 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -6331650.500000 Penalty: 5337.721191
	Iteration 2Q: 3 clusters Score -6331650 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -6332255.000000 Penalty: 5337.721191
	Iteration 3Q: 3 clusters Score -6332255 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6333036.500000 Penalty: 5337.721191
	Iteration 4Q: 3 clusters Score -6333036 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6333960.000000 Penalty: 5337.721191
	Iteration 5Q: 3 clusters Score -6333960 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6335163.000000 Penalty: 5337.721191
	Iteration 6Q: 3 clusters Score -6335163 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -6336660.500000 Penalty: 5337.721191
	Iteration 7Q: 3 clusters Score -6336660 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6338313.000000 Penalty: 5337.721191
	Iteration 8F: 3 clusters Score -6338313 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6340038.000000 Penalty: 5337.721191
	Iteration 9F: 3 clusters Score -6340038 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6341660.000000 Penalty: 5337.721191
	Iteration 10F: 3 clusters Score -6341660 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6343003.500000 Penalty: 5337.721191
	Iteration 11Q: 3 clusters Score -6343004 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -6343938.000000 Penalty: 5337.721191
	Iteration 12Q: 3 clusters Score -6343938 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -6344541.500000 Penalty: 5337.721191
	Iteration 13Q: 3 clusters Score -6344542 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -6344924.500000 Penalty: 5337.721191
	Iteration 14Q: 3 clusters Score -6344924 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -6345135.000000 Penalty: 5337.721191
	Iteration 15Q: 3 clusters Score -6345135 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -6345313.000000 Penalty: 5337.721191
	Iteration 16Q: 3 clusters Score -6345313 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -6345535.000000 Penalty: 5337.721191
	Iteration 17Q: 3 clusters Score -6345535 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6345736.000000 Penalty: 5337.721191
	Iteration 18Q: 3 clusters Score -6345736 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -6345899.000000 Penalty: 5337.721191
	Iteration 19Q: 3 clusters Score -6345899 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -6346125.000000 Penalty: 5337.721191
	Iteration 20F: 3 clusters Score -6346125 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -6346319.000000 Penalty: 5337.721191
	Iteration 21Q: 3 clusters Score -6346319 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -6346474.000000 Penalty: 5337.721191
	Iteration 22Q: 3 clusters Score -6346474 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -6346631.000000 Penalty: 5337.721191
	Iteration 23Q: 3 clusters Score -6346631 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6346762.500000 Penalty: 5337.721191
	Iteration 24Q: 3 clusters Score -6346762 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -6346912.500000 Penalty: 5337.721191
	Iteration 25Q: 3 clusters Score -6346912 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -6347099.500000 Penalty: 5337.721191
	Iteration 26Q: 3 clusters Score -6347100 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6347236.000000 Penalty: 5337.721191
	Iteration 27Q: 3 clusters Score -6347236 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -6347355.500000 Penalty: 5337.721191
	Iteration 28Q: 3 clusters Score -6347356 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6347489.500000 Penalty: 5337.721191
	Iteration 29Q: 3 clusters Score -6347490 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -6347617.000000 Penalty: 5337.721191
	Iteration 30Q: 3 clusters Score -6347617 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6347778.000000 Penalty: 5337.721191
	Iteration 31Q: 3 clusters Score -6347778 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -6347909.500000 Penalty: 5337.721191
	Iteration 32Q: 3 clusters Score -6347910 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6348041.500000 Penalty: 5337.721191
	Iteration 33Q: 3 clusters Score -6348042 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -6348162.000000 Penalty: 5337.721191
	Iteration 34Q: 3 clusters Score -6348162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -6348242.000000 Penalty: 5337.721191
	Iteration 35Q: 3 clusters Score -6348242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -6348285.000000 Penalty: 5337.721191
	Iteration 36Q: 3 clusters Score -6348285 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6348382.000000 Penalty: 5337.721191
	Iteration 37Q: 3 clusters Score -6348382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6348425.500000 Penalty: 5337.721191
	Iteration 38Q: 3 clusters Score -6348426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6348467.500000 Penalty: 5337.721191
	Iteration 39Q: 3 clusters Score -6348468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6348506.000000 Penalty: 5337.721191
	Iteration 40F: 3 clusters Score -6348506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -6348548.000000 Penalty: 5337.721191
	Iteration 41Q: 3 clusters Score -6348548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6348575.000000 Penalty: 5337.721191
	Iteration 42Q: 3 clusters Score -6348575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6348595.000000 Penalty: 5337.721191
	Iteration 43Q: 3 clusters Score -6348595 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6348629.000000 Penalty: 5337.721191
	Iteration 44Q: 3 clusters Score -6348629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6348654.000000 Penalty: 5337.721191
	Iteration 45Q: 3 clusters Score -6348654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6348693.500000 Penalty: 5337.721191
	Iteration 46Q: 3 clusters Score -6348694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -6348720.000000 Penalty: 5337.721191
	Iteration 47Q: 3 clusters Score -6348720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6348724.500000 Penalty: 5337.721191
	Iteration 48Q: 3 clusters Score -6348724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -6348728.500000 Penalty: 5337.721191
	Iteration 49Q: 3 clusters Score -6348728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6348744.500000 Penalty: 5337.721191
	Iteration 50Q: 3 clusters Score -6348744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6348749.000000 Penalty: 5337.721191
	Iteration 51Q: 3 clusters Score -6348749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6348750.000000 Penalty: 5337.721191
	Iteration 52Q: 3 clusters Score -6348750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6348759.500000 Penalty: 5337.721191
	Iteration 53Q: 3 clusters Score -6348760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6348764.500000 Penalty: 5337.721191
	Iteration 54Q: 3 clusters Score -6348764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6348767.000000 Penalty: 5337.721191
	Iteration 55Q: 3 clusters Score -6348767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6348769.000000 Penalty: 5337.721191
	Iteration 56Q: 3 clusters Score -6348769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -6348771.000000 Penalty: 5337.721191
	Iteration 57Q: 3 clusters Score -6348771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6348779.000000 Penalty: 5337.721191
	Iteration 58Q: 3 clusters Score -6348779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6348775.000000 Penalty: 5337.721191
	Iteration 59Q: 3 clusters Score -6348775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6348779.000000 Penalty: 5337.721191
	Iteration 60F: 3 clusters Score -6348779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6348780.000000 Penalty: 5337.721191
	Iteration 61Q: 3 clusters Score -6348780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -6348784.000000 Penalty: 5337.721191
	Iteration 62Q: 3 clusters Score -6348784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -6348782.000000 Penalty: 5337.721191
	Iteration 63Q: 3 clusters Score -6348782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -6348772.500000 Penalty: 5337.721191
	Iteration 64Q: 3 clusters Score -6348772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -6348778.000000 Penalty: 5337.721191
	Iteration 65Q: 3 clusters Score -6348778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6348781.000000 Penalty: 5337.721191
	Iteration 66Q: 3 clusters Score -6348781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -6348782.000000 Penalty: 5337.721191
	Iteration 67Q: 3 clusters Score -6348782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6348780.500000 Penalty: 5337.721191
	Iteration 68Q: 3 clusters Score -6348780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6348779.500000 Penalty: 5337.721191
	Iteration 69Q: 3 clusters Score -6348780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6348780.000000 Penalty: 5337.721191
	Iteration 70Q: 3 clusters Score -6348780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6348786.000000 Penalty: 5337.721191
	Iteration 71Q: 3 clusters Score -6348786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6348780.500000 Penalty: 5337.721191
	Iteration 72Q: 3 clusters Score -6348780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6348788.500000 Penalty: 5337.721191
	Iteration 73Q: 3 clusters Score -6348788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -6348787.500000 Penalty: 5337.721191
	Iteration 74Q: 3 clusters Score -6348788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6348791.000000 Penalty: 5337.721191
	Iteration 75Q: 3 clusters Score -6348791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6348792.000000 Penalty: 5337.721191
	Iteration 76Q: 3 clusters Score -6348792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -6348799.500000 Penalty: 5337.721191
	Iteration 77Q: 3 clusters Score -6348800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6348800.000000 Penalty: 5337.721191
	Iteration 78Q: 3 clusters Score -6348800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6348804.500000 Penalty: 5337.721191
	Iteration 79Q: 3 clusters Score -6348804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6348801.500000 Penalty: 5337.721191
	Iteration 80F: 3 clusters Score -6348802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -6348805.500000 Penalty: 5337.721191
	Iteration 81Q: 3 clusters Score -6348806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6348808.000000 Penalty: 5337.721191
	Iteration 82Q: 3 clusters Score -6348808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6348812.000000 Penalty: 5337.721191
	Iteration 83Q: 3 clusters Score -6348812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6348812.500000 Penalty: 5337.721191
	Iteration 84Q: 3 clusters Score -6348812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6348811.000000 Penalty: 5337.721191
	Iteration 85Q: 3 clusters Score -6348811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6348807.500000 Penalty: 5337.721191
	Iteration 86Q: 3 clusters Score -6348808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6348808.500000 Penalty: 5337.721191
	Iteration 87Q: 3 clusters Score -6348808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -6348816.500000 Penalty: 5337.721191
	Iteration 88Q: 3 clusters Score -6348816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6348814.000000 Penalty: 5337.721191
	Iteration 89Q: 3 clusters Score -6348814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6348817.500000 Penalty: 5337.721191
	Iteration 90Q: 3 clusters Score -6348818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6348817.500000 Penalty: 5337.721191
	Iteration 91F: 3 clusters Score -6348818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15604.340820 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15604.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15630.410156 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15630.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15639.129883 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -15639.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15639.129883 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -15639.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -331119.281250 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -331119.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -328085.750000 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -328085.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -328752.437500 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -328752.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -329041.562500 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -329041.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -329394.218750 Penalty: 3908.691406
	Iteration 3F: 3 clusters Score -329394.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -329904.312500 Penalty: 3908.691406
	Iteration 4F: 3 clusters Score -329904.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -330600.968750 Penalty: 3908.691406
	Iteration 5F: 3 clusters Score -330601 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -331303.906250 Penalty: 3908.691406
	Iteration 6F: 3 clusters Score -331303.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -331646.343750 Penalty: 3908.691406
	Iteration 7F: 3 clusters Score -331646.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -331736.062500 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -331736.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -331774.656250 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -331774.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -331793.812500 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -331793.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -331814.531250 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -331814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -331822.531250 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -331822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -331829.218750 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -331829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -331830.687500 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -331830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -331831.250000 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -331831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331833.281250 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -331833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -331834.031250 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -331834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -331834.031250 Penalty: 3908.691406
	Iteration 18F: 3 clusters Score -331834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153990 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 55253 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181433 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91278 members 
Mstep: Class 14 contains 153741 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118202 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 1263 members 
Entering Unmasked Estep 
Score: -135259968.000000 Penalty: 72127.992188
Splitting cluster 7 changes total score from -135260592.000000 to -135259968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (55253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Entering Unmasked Estep 
Score: -7161593.000000 Penalty: 2708.080078
	Iteration 0F: 2 clusters Score -7161593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -7124491.500000 Penalty: 5416.160156
	Iteration 0F: 3 clusters Score -7124492 nChanged 25649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -7138457.000000 Penalty: 5416.160156
	Iteration 1F: 3 clusters Score -7138457 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7138917.500000 Penalty: 5416.160156
	Iteration 2Q: 3 clusters Score -7138918 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7139370.000000 Penalty: 5416.160156
	Iteration 3Q: 3 clusters Score -7139370 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7139858.000000 Penalty: 5416.160156
	Iteration 4Q: 3 clusters Score -7139858 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -7140375.500000 Penalty: 5416.160156
	Iteration 5Q: 3 clusters Score -7140376 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -7140935.500000 Penalty: 5416.160156
	Iteration 6Q: 3 clusters Score -7140936 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7141649.500000 Penalty: 5416.160156
	Iteration 7Q: 3 clusters Score -7141650 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7142638.500000 Penalty: 5416.160156
	Iteration 8Q: 3 clusters Score -7142638 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -7144008.500000 Penalty: 5416.160156
	Iteration 9Q: 3 clusters Score -7144008 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7145974.500000 Penalty: 5416.160156
	Iteration 10F: 3 clusters Score -7145974 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -7148731.500000 Penalty: 5416.160156
	Iteration 11F: 3 clusters Score -7148732 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -7152140.000000 Penalty: 5416.160156
	Iteration 12F: 3 clusters Score -7152140 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7155388.000000 Penalty: 5416.160156
	Iteration 13F: 3 clusters Score -7155388 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -7157661.000000 Penalty: 5416.160156
	Iteration 14Q: 3 clusters Score -7157661 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7158676.000000 Penalty: 5416.160156
	Iteration 15Q: 3 clusters Score -7158676 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7159070.000000 Penalty: 5416.160156
	Iteration 16Q: 3 clusters Score -7159070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -7159243.000000 Penalty: 5416.160156
	Iteration 17Q: 3 clusters Score -7159243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -7159321.500000 Penalty: 5416.160156
	Iteration 18Q: 3 clusters Score -7159322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -7159358.000000 Penalty: 5416.160156
	Iteration 19Q: 3 clusters Score -7159358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7159380.000000 Penalty: 5416.160156
	Iteration 20F: 3 clusters Score -7159380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7159384.500000 Penalty: 5416.160156
	Iteration 21Q: 3 clusters Score -7159384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7159389.000000 Penalty: 5416.160156
	Iteration 22Q: 3 clusters Score -7159389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7159392.500000 Penalty: 5416.160156
	Iteration 23Q: 3 clusters Score -7159392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7159397.500000 Penalty: 5416.160156
	Iteration 24Q: 3 clusters Score -7159398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7159404.500000 Penalty: 5416.160156
	Iteration 25Q: 3 clusters Score -7159404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -7159406.000000 Penalty: 5416.160156
	Iteration 26Q: 3 clusters Score -7159406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -7159408.000000 Penalty: 5416.160156
	Iteration 27Q: 3 clusters Score -7159408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -7159408.000000 Penalty: 5416.160156
	Iteration 28Q: 3 clusters Score -7159408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7159421.500000 Penalty: 5416.160156
	Iteration 29Q: 3 clusters Score -7159422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -7159421.500000 Penalty: 5416.160156
	Iteration 30Q: 3 clusters Score -7159422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -7159430.000000 Penalty: 5416.160156
	Iteration 31Q: 3 clusters Score -7159430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7159429.000000 Penalty: 5416.160156
	Iteration 32Q: 3 clusters Score -7159429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -7159431.000000 Penalty: 5416.160156
	Iteration 33Q: 3 clusters Score -7159431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7159435.000000 Penalty: 5416.160156
	Iteration 34Q: 3 clusters Score -7159435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7159435.000000 Penalty: 5416.160156
	Iteration 35Q: 3 clusters Score -7159435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7159439.000000 Penalty: 5416.160156
	Iteration 36Q: 3 clusters Score -7159439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7159441.500000 Penalty: 5416.160156
	Iteration 37Q: 3 clusters Score -7159442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7159438.500000 Penalty: 5416.160156
	Iteration 38Q: 3 clusters Score -7159438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7159438.500000 Penalty: 5416.160156
	Iteration 39F: 3 clusters Score -7159438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -123693.656250 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -123693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121750.617188 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -121750.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122326.882812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -122326.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122784.000000 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -122784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -122962.640625 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -122962.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -123098.625000 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -123098.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -123175.593750 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -123175.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -123250.789062 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -123250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -123302.867188 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -123302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -123356.890625 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -123356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -123402.265625 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -123402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -123407.781250 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -123407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -123410.476562 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -123410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -123411.375000 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -123411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -123411.375000 Penalty: 3437.525391
	Iteration 13F: 3 clusters Score -123411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -359967.031250 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -359967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -356933.250000 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -356933.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -357621.343750 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -357621.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -357772.187500 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -357772.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -357844.093750 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -357844.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -357886.031250 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -357886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -357914.375000 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -357914.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -357931.812500 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -357931.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357944.812500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -357944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357953.812500 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -357953.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -357965.906250 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -357965.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357984.093750 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -357984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -357997.625000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -357997.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -358007.031250 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -358007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -358014.687500 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -358014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -358021.531250 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -358021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358027.937500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -358027.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -358039.218750 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -358039.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -358049.656250 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -358049.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -358059.718750 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -358059.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -358071.187500 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -358071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -358080.125000 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -358080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -358086.156250 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -358086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358089.093750 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -358089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -358093.187500 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -358093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -358096.031250 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -358096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -358098.906250 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -358098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -358100.593750 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -358100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -358104.062500 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -358104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -358107.062500 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -358107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -358111.000000 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -358111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -358117.062500 Penalty: 3913.357666
	Iteration 30Q: 3 clusters Score -358117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -358123.843750 Penalty: 3913.357666
	Iteration 31Q: 3 clusters Score -358123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -358131.500000 Penalty: 3913.357666
	Iteration 32Q: 3 clusters Score -358131.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -358142.187500 Penalty: 3913.357666
	Iteration 33Q: 3 clusters Score -358142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -358145.875000 Penalty: 3913.357666
	Iteration 34Q: 3 clusters Score -358145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -358155.093750 Penalty: 3913.357666
	Iteration 35Q: 3 clusters Score -358155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -358160.937500 Penalty: 3913.357666
	Iteration 36Q: 3 clusters Score -358160.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -358166.406250 Penalty: 3913.357666
	Iteration 37Q: 3 clusters Score -358166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -358170.468750 Penalty: 3913.357666
	Iteration 38Q: 3 clusters Score -358170.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -358177.687500 Penalty: 3913.357666
	Iteration 39Q: 3 clusters Score -358177.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -358183.968750 Penalty: 3913.357666
	Iteration 40F: 3 clusters Score -358184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -358185.625000 Penalty: 3913.357666
	Iteration 41Q: 3 clusters Score -358185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -358189.656250 Penalty: 3913.357666
	Iteration 42Q: 3 clusters Score -358189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -358193.093750 Penalty: 3913.357666
	Iteration 43Q: 3 clusters Score -358193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -358195.218750 Penalty: 3913.357666
	Iteration 44Q: 3 clusters Score -358195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -358198.218750 Penalty: 3913.357666
	Iteration 45Q: 3 clusters Score -358198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -358200.375000 Penalty: 3913.357666
	Iteration 46Q: 3 clusters Score -358200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -358202.218750 Penalty: 3913.357666
	Iteration 47Q: 3 clusters Score -358202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -358204.687500 Penalty: 3913.357666
	Iteration 48Q: 3 clusters Score -358204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -358205.656250 Penalty: 3913.357666
	Iteration 49Q: 3 clusters Score -358205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -358206.937500 Penalty: 3913.357666
	Iteration 50Q: 3 clusters Score -358206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -358207.937500 Penalty: 3913.357666
	Iteration 51Q: 3 clusters Score -358207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -358208.562500 Penalty: 3913.357666
	Iteration 52Q: 3 clusters Score -358208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -358208.843750 Penalty: 3913.357666
	Iteration 53Q: 3 clusters Score -358208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -358209.000000 Penalty: 3913.357666
	Iteration 54Q: 3 clusters Score -358209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -358210.156250 Penalty: 3913.357666
	Iteration 55Q: 3 clusters Score -358210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -358210.156250 Penalty: 3913.357666
	Iteration 56F: 3 clusters Score -358210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (181433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181433 members 
Entering Unmasked Estep 
Score: -24095708.000000 Penalty: 3002.943115
	Iteration 0F: 2 clusters Score -2.409571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -23978126.000000 Penalty: 6005.886230
	Iteration 0F: 3 clusters Score -2.397813e+07 nChanged 87058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -24029358.000000 Penalty: 6005.886230
	Iteration 1F: 3 clusters Score -2.402936e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -24030450.000000 Penalty: 6005.886230
	Iteration 2Q: 3 clusters Score -2.403045e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -24032196.000000 Penalty: 6005.886230
	Iteration 3Q: 3 clusters Score -2.40322e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -24035066.000000 Penalty: 6005.886230
	Iteration 4Q: 3 clusters Score -2.403507e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 103703 members 
Entering Unmasked Estep 
Score: -24040302.000000 Penalty: 6005.886230
	Iteration 5F: 3 clusters Score -2.40403e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -24048826.000000 Penalty: 6005.886230
	Iteration 6F: 3 clusters Score -2.404883e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -24061880.000000 Penalty: 6005.886230
	Iteration 7F: 3 clusters Score -2.406188e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -24075838.000000 Penalty: 6005.886230
	Iteration 8F: 3 clusters Score -2.407584e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -24083712.000000 Penalty: 6005.886230
	Iteration 9F: 3 clusters Score -2.408371e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 136953 members 
Entering Unmasked Estep 
Score: -24086792.000000 Penalty: 6005.886230
	Iteration 10Q: 3 clusters Score -2.408679e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 139881 members 
Entering Unmasked Estep 
Score: -24088654.000000 Penalty: 6005.886230
	Iteration 11Q: 3 clusters Score -2.408865e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 142519 members 
Entering Unmasked Estep 
Score: -24090050.000000 Penalty: 6005.886230
	Iteration 12Q: 3 clusters Score -2.409005e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -24091202.000000 Penalty: 6005.886230
	Iteration 13Q: 3 clusters Score -2.40912e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -24092024.000000 Penalty: 6005.886230
	Iteration 14Q: 3 clusters Score -2.409202e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -24092750.000000 Penalty: 6005.886230
	Iteration 15Q: 3 clusters Score -2.409275e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -24093246.000000 Penalty: 6005.886230
	Iteration 16Q: 3 clusters Score -2.409325e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -24093614.000000 Penalty: 6005.886230
	Iteration 17Q: 3 clusters Score -2.409361e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -24093850.000000 Penalty: 6005.886230
	Iteration 18Q: 3 clusters Score -2.409385e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -24094166.000000 Penalty: 6005.886230
	Iteration 19Q: 3 clusters Score -2.409417e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -24094418.000000 Penalty: 6005.886230
	Iteration 20F: 3 clusters Score -2.409442e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 157336 members 
Entering Unmasked Estep 
Score: -24094648.000000 Penalty: 6005.886230
	Iteration 21Q: 3 clusters Score -2.409465e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -24094770.000000 Penalty: 6005.886230
	Iteration 22Q: 3 clusters Score -2.409477e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -24094816.000000 Penalty: 6005.886230
	Iteration 23Q: 3 clusters Score -2.409482e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -24094762.000000 Penalty: 6005.886230
	Iteration 24Q: 3 clusters Score -2.409476e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -24094722.000000 Penalty: 6005.886230
	Iteration 25Q: 3 clusters Score -2.409472e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 161984 members 
Entering Unmasked Estep 
Score: -24094782.000000 Penalty: 6005.886230
	Iteration 26Q: 3 clusters Score -2.409478e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -24094822.000000 Penalty: 6005.886230
	Iteration 27Q: 3 clusters Score -2.409482e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -24094850.000000 Penalty: 6005.886230
	Iteration 28Q: 3 clusters Score -2.409485e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -24094936.000000 Penalty: 6005.886230
	Iteration 29Q: 3 clusters Score -2.409494e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -24094922.000000 Penalty: 6005.886230
	Iteration 30Q: 3 clusters Score -2.409492e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -24094906.000000 Penalty: 6005.886230
	Iteration 31Q: 3 clusters Score -2.409491e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -24094986.000000 Penalty: 6005.886230
	Iteration 32Q: 3 clusters Score -2.409499e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -24094960.000000 Penalty: 6005.886230
	Iteration 33Q: 3 clusters Score -2.409496e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -24095002.000000 Penalty: 6005.886230
	Iteration 34Q: 3 clusters Score -2.4095e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -24094982.000000 Penalty: 6005.886230
	Iteration 35Q: 3 clusters Score -2.409498e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -24094950.000000 Penalty: 6005.886230
	Iteration 36Q: 3 clusters Score -2.409495e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -24094988.000000 Penalty: 6005.886230
	Iteration 37Q: 3 clusters Score -2.409499e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -24094992.000000 Penalty: 6005.886230
	Iteration 38Q: 3 clusters Score -2.409499e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -24094986.000000 Penalty: 6005.886230
	Iteration 39Q: 3 clusters Score -2.409499e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 168914 members 
Entering Unmasked Estep 
Score: -24095002.000000 Penalty: 6005.886230
	Iteration 40F: 3 clusters Score -2.4095e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -24095054.000000 Penalty: 6005.886230
	Iteration 41Q: 3 clusters Score -2.409505e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -24095126.000000 Penalty: 6005.886230
	Iteration 42Q: 3 clusters Score -2.409513e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -24095102.000000 Penalty: 6005.886230
	Iteration 43Q: 3 clusters Score -2.40951e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -24095072.000000 Penalty: 6005.886230
	Iteration 44Q: 3 clusters Score -2.409507e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -24095046.000000 Penalty: 6005.886230
	Iteration 45Q: 3 clusters Score -2.409505e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -24094976.000000 Penalty: 6005.886230
	Iteration 46Q: 3 clusters Score -2.409498e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -24095030.000000 Penalty: 6005.886230
	Iteration 47Q: 3 clusters Score -2.409503e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -24095002.000000 Penalty: 6005.886230
	Iteration 48Q: 3 clusters Score -2.4095e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 171351 members 
Entering Unmasked Estep 
Score: -24094984.000000 Penalty: 6005.886230
	Iteration 49Q: 3 clusters Score -2.409498e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -24094996.000000 Penalty: 6005.886230
	Iteration 50Q: 3 clusters Score -2.4095e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 171811 members 
Entering Unmasked Estep 
Score: -24095038.000000 Penalty: 6005.886230
	Iteration 51Q: 3 clusters Score -2.409504e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -24095038.000000 Penalty: 6005.886230
	Iteration 52Q: 3 clusters Score -2.409504e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -24095020.000000 Penalty: 6005.886230
	Iteration 53Q: 3 clusters Score -2.409502e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -24094968.000000 Penalty: 6005.886230
	Iteration 54Q: 3 clusters Score -2.409497e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -24094970.000000 Penalty: 6005.886230
	Iteration 55Q: 3 clusters Score -2.409497e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -24094906.000000 Penalty: 6005.886230
	Iteration 56Q: 3 clusters Score -2.409491e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -24094862.000000 Penalty: 6005.886230
	Iteration 57Q: 3 clusters Score -2.409486e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -24094866.000000 Penalty: 6005.886230
	Iteration 58Q: 3 clusters Score -2.409487e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 173295 members 
Entering Unmasked Estep 
Score: -24094864.000000 Penalty: 6005.886230
	Iteration 59Q: 3 clusters Score -2.409486e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -24094858.000000 Penalty: 6005.886230
	Iteration 60F: 3 clusters Score -2.409486e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -24094856.000000 Penalty: 6005.886230
	Iteration 61Q: 3 clusters Score -2.409486e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -24094882.000000 Penalty: 6005.886230
	Iteration 62Q: 3 clusters Score -2.409488e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -24094842.000000 Penalty: 6005.886230
	Iteration 63Q: 3 clusters Score -2.409484e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 173963 members 
Entering Unmasked Estep 
Score: -24094816.000000 Penalty: 6005.886230
	Iteration 64Q: 3 clusters Score -2.409482e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -24094842.000000 Penalty: 6005.886230
	Iteration 65Q: 3 clusters Score -2.409484e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -24094784.000000 Penalty: 6005.886230
	Iteration 66Q: 3 clusters Score -2.409478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -24094810.000000 Penalty: 6005.886230
	Iteration 67Q: 3 clusters Score -2.409481e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -24094848.000000 Penalty: 6005.886230
	Iteration 68Q: 3 clusters Score -2.409485e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -24094806.000000 Penalty: 6005.886230
	Iteration 69Q: 3 clusters Score -2.409481e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -24094834.000000 Penalty: 6005.886230
	Iteration 70Q: 3 clusters Score -2.409483e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -24094830.000000 Penalty: 6005.886230
	Iteration 71Q: 3 clusters Score -2.409483e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -24094800.000000 Penalty: 6005.886230
	Iteration 72Q: 3 clusters Score -2.40948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -24094758.000000 Penalty: 6005.886230
	Iteration 73Q: 3 clusters Score -2.409476e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -24094770.000000 Penalty: 6005.886230
	Iteration 74Q: 3 clusters Score -2.409477e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -24094770.000000 Penalty: 6005.886230
	Iteration 75Q: 3 clusters Score -2.409477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -24094772.000000 Penalty: 6005.886230
	Iteration 76Q: 3 clusters Score -2.409477e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -24094742.000000 Penalty: 6005.886230
	Iteration 77Q: 3 clusters Score -2.409474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 175183 members 
Entering Unmasked Estep 
Score: -24094684.000000 Penalty: 6005.886230
	Iteration 78Q: 3 clusters Score -2.409468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -24094662.000000 Penalty: 6005.886230
	Iteration 79Q: 3 clusters Score -2.409466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -24094674.000000 Penalty: 6005.886230
	Iteration 80F: 3 clusters Score -2.409467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -24094680.000000 Penalty: 6005.886230
	Iteration 81Q: 3 clusters Score -2.409468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -24094662.000000 Penalty: 6005.886230
	Iteration 82Q: 3 clusters Score -2.409466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -24094674.000000 Penalty: 6005.886230
	Iteration 83Q: 3 clusters Score -2.409467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 175338 members 
Entering Unmasked Estep 
Score: -24094664.000000 Penalty: 6005.886230
	Iteration 84Q: 3 clusters Score -2.409466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -24094652.000000 Penalty: 6005.886230
	Iteration 85Q: 3 clusters Score -2.409465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 175374 members 
Entering Unmasked Estep 
Score: -24094658.000000 Penalty: 6005.886230
	Iteration 86Q: 3 clusters Score -2.409466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -24094668.000000 Penalty: 6005.886230
	Iteration 87Q: 3 clusters Score -2.409467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -24094678.000000 Penalty: 6005.886230
	Iteration 88Q: 3 clusters Score -2.409468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 175419 members 
Entering Unmasked Estep 
Score: -24094658.000000 Penalty: 6005.886230
	Iteration 89Q: 3 clusters Score -2.409466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 175432 members 
Entering Unmasked Estep 
Score: -24094664.000000 Penalty: 6005.886230
	Iteration 90Q: 3 clusters Score -2.409466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -24094644.000000 Penalty: 6005.886230
	Iteration 91Q: 3 clusters Score -2.409464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -24094646.000000 Penalty: 6005.886230
	Iteration 92Q: 3 clusters Score -2.409465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -24094638.000000 Penalty: 6005.886230
	Iteration 93Q: 3 clusters Score -2.409464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 175488 members 
Entering Unmasked Estep 
Score: -24094620.000000 Penalty: 6005.886230
	Iteration 94Q: 3 clusters Score -2.409462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 175507 members 
Entering Unmasked Estep 
Score: -24094628.000000 Penalty: 6005.886230
	Iteration 95Q: 3 clusters Score -2.409463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 175516 members 
Entering Unmasked Estep 
Score: -24094628.000000 Penalty: 6005.886230
	Iteration 96Q: 3 clusters Score -2.409463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -24094628.000000 Penalty: 6005.886230
	Iteration 97Q: 3 clusters Score -2.409463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -24094630.000000 Penalty: 6005.886230
	Iteration 98Q: 3 clusters Score -2.409463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -24094650.000000 Penalty: 6005.886230
	Iteration 99Q: 3 clusters Score -2.409465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -24094650.000000 Penalty: 6005.886230
	Iteration 100F: 3 clusters Score -2.409465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -24094640.000000 Penalty: 6005.886230
	Iteration 101Q: 3 clusters Score -2.409464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -24094646.000000 Penalty: 6005.886230
	Iteration 102Q: 3 clusters Score -2.409465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -24094648.000000 Penalty: 6005.886230
	Iteration 103Q: 3 clusters Score -2.409465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -24094636.000000 Penalty: 6005.886230
	Iteration 104Q: 3 clusters Score -2.409464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -24094634.000000 Penalty: 6005.886230
	Iteration 105Q: 3 clusters Score -2.409463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 175555 members 
Entering Unmasked Estep 
Score: -24094628.000000 Penalty: 6005.886230
	Iteration 106Q: 3 clusters Score -2.409463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -24094618.000000 Penalty: 6005.886230
	Iteration 107Q: 3 clusters Score -2.409462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -24094618.000000 Penalty: 6005.886230
	Iteration 108Q: 3 clusters Score -2.409462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -24094620.000000 Penalty: 6005.886230
	Iteration 109Q: 3 clusters Score -2.409462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -24094638.000000 Penalty: 6005.886230
	Iteration 110Q: 3 clusters Score -2.409464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 175565 members 
Entering Unmasked Estep 
Score: -24094626.000000 Penalty: 6005.886230
	Iteration 111Q: 3 clusters Score -2.409463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -24094620.000000 Penalty: 6005.886230
	Iteration 112Q: 3 clusters Score -2.409462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 175569 members 
Entering Unmasked Estep 
Score: -24094626.000000 Penalty: 6005.886230
	Iteration 113Q: 3 clusters Score -2.409463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 175574 members 
Entering Unmasked Estep 
Score: -24094616.000000 Penalty: 6005.886230
	Iteration 114Q: 3 clusters Score -2.409462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -24094594.000000 Penalty: 6005.886230
	Iteration 115Q: 3 clusters Score -2.409459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -24094614.000000 Penalty: 6005.886230
	Iteration 116Q: 3 clusters Score -2.409461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 175584 members 
Entering Unmasked Estep 
Score: -24094634.000000 Penalty: 6005.886230
	Iteration 117Q: 3 clusters Score -2.409463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -24094636.000000 Penalty: 6005.886230
	Iteration 118Q: 3 clusters Score -2.409464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -24094626.000000 Penalty: 6005.886230
	Iteration 119Q: 3 clusters Score -2.409463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -24094624.000000 Penalty: 6005.886230
	Iteration 120F: 3 clusters Score -2.409462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -24094632.000000 Penalty: 6005.886230
	Iteration 121Q: 3 clusters Score -2.409463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -24094630.000000 Penalty: 6005.886230
	Iteration 122Q: 3 clusters Score -2.409463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 175607 members 
Entering Unmasked Estep 
Score: -24094628.000000 Penalty: 6005.886230
	Iteration 123Q: 3 clusters Score -2.409463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -24094616.000000 Penalty: 6005.886230
	Iteration 124Q: 3 clusters Score -2.409462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -24094620.000000 Penalty: 6005.886230
	Iteration 125Q: 3 clusters Score -2.409462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 175619 members 
Entering Unmasked Estep 
Score: -24094616.000000 Penalty: 6005.886230
	Iteration 126Q: 3 clusters Score -2.409462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -24094614.000000 Penalty: 6005.886230
	Iteration 127Q: 3 clusters Score -2.409461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -24094614.000000 Penalty: 6005.886230
	Iteration 128F: 3 clusters Score -2.409461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 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 164 members 
Entering Unmasked Estep 
Score: -36379.671875 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36379.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36491.449219 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36491.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36551.933594 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -36551.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36572.082031 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36572.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36586.183594 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36586.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36595.828125 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36595.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36597.750000 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36597.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36597.750000 Penalty: 2882.325928
	Iteration 7F: 3 clusters Score -36597.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Entering Unmasked Estep 
Score: -12235679.000000 Penalty: 2832.572998
	Iteration 0F: 2 clusters Score -1.223568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -12174699.000000 Penalty: 5665.145996
	Iteration 0F: 3 clusters Score -1.21747e+07 nChanged 42977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -12199240.000000 Penalty: 5665.145996
	Iteration 1F: 3 clusters Score -1.219924e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -12200341.000000 Penalty: 5665.145996
	Iteration 2Q: 3 clusters Score -1.220034e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -12202035.000000 Penalty: 5665.145996
	Iteration 3Q: 3 clusters Score -1.220204e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -12204688.000000 Penalty: 5665.145996
	Iteration 4F: 3 clusters Score -1.220469e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -12208926.000000 Penalty: 5665.145996
	Iteration 5F: 3 clusters Score -1.220893e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -12214984.000000 Penalty: 5665.145996
	Iteration 6F: 3 clusters Score -1.221498e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -12221169.000000 Penalty: 5665.145996
	Iteration 7F: 3 clusters Score -1.222117e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -12225595.000000 Penalty: 5665.145996
	Iteration 8F: 3 clusters Score -1.22256e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -12227581.000000 Penalty: 5665.145996
	Iteration 9Q: 3 clusters Score -1.222758e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -12228492.000000 Penalty: 5665.145996
	Iteration 10Q: 3 clusters Score -1.222849e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -12229034.000000 Penalty: 5665.145996
	Iteration 11Q: 3 clusters Score -1.222903e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -12229599.000000 Penalty: 5665.145996
	Iteration 12Q: 3 clusters Score -1.22296e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -12230002.000000 Penalty: 5665.145996
	Iteration 13Q: 3 clusters Score -1.223e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -12230320.000000 Penalty: 5665.145996
	Iteration 14Q: 3 clusters Score -1.223032e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -12230639.000000 Penalty: 5665.145996
	Iteration 15Q: 3 clusters Score -1.223064e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -12230941.000000 Penalty: 5665.145996
	Iteration 16Q: 3 clusters Score -1.223094e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -12231136.000000 Penalty: 5665.145996
	Iteration 17Q: 3 clusters Score -1.223114e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -12231371.000000 Penalty: 5665.145996
	Iteration 18Q: 3 clusters Score -1.223137e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -12231547.000000 Penalty: 5665.145996
	Iteration 19Q: 3 clusters Score -1.223155e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -12231710.000000 Penalty: 5665.145996
	Iteration 20F: 3 clusters Score -1.223171e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -12231887.000000 Penalty: 5665.145996
	Iteration 21Q: 3 clusters Score -1.223189e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -12231966.000000 Penalty: 5665.145996
	Iteration 22Q: 3 clusters Score -1.223197e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -12232149.000000 Penalty: 5665.145996
	Iteration 23Q: 3 clusters Score -1.223215e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -12232271.000000 Penalty: 5665.145996
	Iteration 24Q: 3 clusters Score -1.223227e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -12232373.000000 Penalty: 5665.145996
	Iteration 25Q: 3 clusters Score -1.223237e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -12232501.000000 Penalty: 5665.145996
	Iteration 26Q: 3 clusters Score -1.22325e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -12232579.000000 Penalty: 5665.145996
	Iteration 27Q: 3 clusters Score -1.223258e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -12232630.000000 Penalty: 5665.145996
	Iteration 28Q: 3 clusters Score -1.223263e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -12232742.000000 Penalty: 5665.145996
	Iteration 29Q: 3 clusters Score -1.223274e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -12232769.000000 Penalty: 5665.145996
	Iteration 30Q: 3 clusters Score -1.223277e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -12232819.000000 Penalty: 5665.145996
	Iteration 31Q: 3 clusters Score -1.223282e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12232873.000000 Penalty: 5665.145996
	Iteration 32Q: 3 clusters Score -1.223287e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -12232952.000000 Penalty: 5665.145996
	Iteration 33Q: 3 clusters Score -1.223295e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -12233002.000000 Penalty: 5665.145996
	Iteration 34Q: 3 clusters Score -1.2233e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -12233046.000000 Penalty: 5665.145996
	Iteration 35Q: 3 clusters Score -1.223305e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -12233075.000000 Penalty: 5665.145996
	Iteration 36Q: 3 clusters Score -1.223308e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12233065.000000 Penalty: 5665.145996
	Iteration 37Q: 3 clusters Score -1.223306e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -12233122.000000 Penalty: 5665.145996
	Iteration 38Q: 3 clusters Score -1.223312e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -12233137.000000 Penalty: 5665.145996
	Iteration 39Q: 3 clusters Score -1.223314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12233157.000000 Penalty: 5665.145996
	Iteration 40F: 3 clusters Score -1.223316e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -12233155.000000 Penalty: 5665.145996
	Iteration 41Q: 3 clusters Score -1.223316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12233205.000000 Penalty: 5665.145996
	Iteration 42Q: 3 clusters Score -1.22332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -12233200.000000 Penalty: 5665.145996
	Iteration 43Q: 3 clusters Score -1.22332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -12233237.000000 Penalty: 5665.145996
	Iteration 44Q: 3 clusters Score -1.223324e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -12233262.000000 Penalty: 5665.145996
	Iteration 45Q: 3 clusters Score -1.223326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -12233296.000000 Penalty: 5665.145996
	Iteration 46Q: 3 clusters Score -1.22333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12233308.000000 Penalty: 5665.145996
	Iteration 47Q: 3 clusters Score -1.223331e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12233324.000000 Penalty: 5665.145996
	Iteration 48Q: 3 clusters Score -1.223332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12233355.000000 Penalty: 5665.145996
	Iteration 49Q: 3 clusters Score -1.223336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -12233359.000000 Penalty: 5665.145996
	Iteration 50Q: 3 clusters Score -1.223336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12233360.000000 Penalty: 5665.145996
	Iteration 51Q: 3 clusters Score -1.223336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -12233362.000000 Penalty: 5665.145996
	Iteration 52Q: 3 clusters Score -1.223336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -12233360.000000 Penalty: 5665.145996
	Iteration 53Q: 3 clusters Score -1.223336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12233347.000000 Penalty: 5665.145996
	Iteration 54Q: 3 clusters Score -1.223335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -12233353.000000 Penalty: 5665.145996
	Iteration 55Q: 3 clusters Score -1.223335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12233356.000000 Penalty: 5665.145996
	Iteration 56Q: 3 clusters Score -1.223336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12233370.000000 Penalty: 5665.145996
	Iteration 57Q: 3 clusters Score -1.223337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12233380.000000 Penalty: 5665.145996
	Iteration 58Q: 3 clusters Score -1.223338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12233387.000000 Penalty: 5665.145996
	Iteration 59Q: 3 clusters Score -1.223339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12233381.000000 Penalty: 5665.145996
	Iteration 60F: 3 clusters Score -1.223338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12233407.000000 Penalty: 5665.145996
	Iteration 61Q: 3 clusters Score -1.223341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89653 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12233406.000000 Penalty: 5665.145996
	Iteration 62Q: 3 clusters Score -1.223341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12233389.000000 Penalty: 5665.145996
	Iteration 63Q: 3 clusters Score -1.223339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12233401.000000 Penalty: 5665.145996
	Iteration 64Q: 3 clusters Score -1.22334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12233394.000000 Penalty: 5665.145996
	Iteration 65Q: 3 clusters Score -1.223339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12233391.000000 Penalty: 5665.145996
	Iteration 66Q: 3 clusters Score -1.223339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12233396.000000 Penalty: 5665.145996
	Iteration 67Q: 3 clusters Score -1.22334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12233408.000000 Penalty: 5665.145996
	Iteration 68Q: 3 clusters Score -1.223341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12233414.000000 Penalty: 5665.145996
	Iteration 69Q: 3 clusters Score -1.223341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12233402.000000 Penalty: 5665.145996
	Iteration 70Q: 3 clusters Score -1.22334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -12233406.000000 Penalty: 5665.145996
	Iteration 71Q: 3 clusters Score -1.223341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12233404.000000 Penalty: 5665.145996
	Iteration 72Q: 3 clusters Score -1.22334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12233412.000000 Penalty: 5665.145996
	Iteration 73Q: 3 clusters Score -1.223341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -12233405.000000 Penalty: 5665.145996
	Iteration 74Q: 3 clusters Score -1.22334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12233409.000000 Penalty: 5665.145996
	Iteration 75Q: 3 clusters Score -1.223341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -12233419.000000 Penalty: 5665.145996
	Iteration 76Q: 3 clusters Score -1.223342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12233416.000000 Penalty: 5665.145996
	Iteration 77Q: 3 clusters Score -1.223342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12233430.000000 Penalty: 5665.145996
	Iteration 78Q: 3 clusters Score -1.223343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12233427.000000 Penalty: 5665.145996
	Iteration 79Q: 3 clusters Score -1.223343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -12233434.000000 Penalty: 5665.145996
	Iteration 80F: 3 clusters Score -1.223343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12233441.000000 Penalty: 5665.145996
	Iteration 81Q: 3 clusters Score -1.223344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12233444.000000 Penalty: 5665.145996
	Iteration 82Q: 3 clusters Score -1.223344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12233442.000000 Penalty: 5665.145996
	Iteration 83Q: 3 clusters Score -1.223344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12233446.000000 Penalty: 5665.145996
	Iteration 84Q: 3 clusters Score -1.223345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12233440.000000 Penalty: 5665.145996
	Iteration 85Q: 3 clusters Score -1.223344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12233448.000000 Penalty: 5665.145996
	Iteration 86Q: 3 clusters Score -1.223345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12233449.000000 Penalty: 5665.145996
	Iteration 87Q: 3 clusters Score -1.223345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12233449.000000 Penalty: 5665.145996
	Iteration 88F: 3 clusters Score -1.223345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Entering Unmasked Estep 
Score: -20473596.000000 Penalty: 2961.870117
	Iteration 0F: 2 clusters Score -2.04736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -20371278.000000 Penalty: 5923.740234
	Iteration 0F: 3 clusters Score -2.037128e+07 nChanged 73767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -20414882.000000 Penalty: 5923.740234
	Iteration 1F: 3 clusters Score -2.041488e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -20415842.000000 Penalty: 5923.740234
	Iteration 2Q: 3 clusters Score -2.041584e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -20416840.000000 Penalty: 5923.740234
	Iteration 3Q: 3 clusters Score -2.041684e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -20418186.000000 Penalty: 5923.740234
	Iteration 4Q: 3 clusters Score -2.041819e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -20420058.000000 Penalty: 5923.740234
	Iteration 5Q: 3 clusters Score -2.042006e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -20423216.000000 Penalty: 5923.740234
	Iteration 6Q: 3 clusters Score -2.042322e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -20428636.000000 Penalty: 5923.740234
	Iteration 7F: 3 clusters Score -2.042864e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -20436344.000000 Penalty: 5923.740234
	Iteration 8F: 3 clusters Score -2.043634e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -20443484.000000 Penalty: 5923.740234
	Iteration 9F: 3 clusters Score -2.044348e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -20447938.000000 Penalty: 5923.740234
	Iteration 10F: 3 clusters Score -2.044794e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -20450244.000000 Penalty: 5923.740234
	Iteration 11Q: 3 clusters Score -2.045024e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112747 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -20451712.000000 Penalty: 5923.740234
	Iteration 12Q: 3 clusters Score -2.045171e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115754 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -20452896.000000 Penalty: 5923.740234
	Iteration 13Q: 3 clusters Score -2.04529e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -20454292.000000 Penalty: 5923.740234
	Iteration 14Q: 3 clusters Score -2.045429e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -20455750.000000 Penalty: 5923.740234
	Iteration 15Q: 3 clusters Score -2.045575e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -20457112.000000 Penalty: 5923.740234
	Iteration 16Q: 3 clusters Score -2.045711e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -20458656.000000 Penalty: 5923.740234
	Iteration 17Q: 3 clusters Score -2.045866e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131022 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -20460292.000000 Penalty: 5923.740234
	Iteration 18Q: 3 clusters Score -2.046029e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133766 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -20461894.000000 Penalty: 5923.740234
	Iteration 19Q: 3 clusters Score -2.046189e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -20463456.000000 Penalty: 5923.740234
	Iteration 20F: 3 clusters Score -2.046346e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138778 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -20464882.000000 Penalty: 5923.740234
	Iteration 21Q: 3 clusters Score -2.046488e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140817 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -20466056.000000 Penalty: 5923.740234
	Iteration 22Q: 3 clusters Score -2.046606e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -20467046.000000 Penalty: 5923.740234
	Iteration 23Q: 3 clusters Score -2.046705e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -20467990.000000 Penalty: 5923.740234
	Iteration 24Q: 3 clusters Score -2.046799e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145702 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -20468656.000000 Penalty: 5923.740234
	Iteration 25Q: 3 clusters Score -2.046866e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146913 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -20469334.000000 Penalty: 5923.740234
	Iteration 26Q: 3 clusters Score -2.046933e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147864 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -20469764.000000 Penalty: 5923.740234
	Iteration 27Q: 3 clusters Score -2.046976e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -20470056.000000 Penalty: 5923.740234
	Iteration 28Q: 3 clusters Score -2.047006e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -20470306.000000 Penalty: 5923.740234
	Iteration 29Q: 3 clusters Score -2.047031e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -20470440.000000 Penalty: 5923.740234
	Iteration 30Q: 3 clusters Score -2.047044e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -20470684.000000 Penalty: 5923.740234
	Iteration 31Q: 3 clusters Score -2.047068e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20470834.000000 Penalty: 5923.740234
	Iteration 32Q: 3 clusters Score -2.047083e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -20470922.000000 Penalty: 5923.740234
	Iteration 33Q: 3 clusters Score -2.047092e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -20470984.000000 Penalty: 5923.740234
	Iteration 34Q: 3 clusters Score -2.047098e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151147 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20471006.000000 Penalty: 5923.740234
	Iteration 35Q: 3 clusters Score -2.047101e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -20471040.000000 Penalty: 5923.740234
	Iteration 36Q: 3 clusters Score -2.047104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20471090.000000 Penalty: 5923.740234
	Iteration 37Q: 3 clusters Score -2.047109e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20471124.000000 Penalty: 5923.740234
	Iteration 38Q: 3 clusters Score -2.047112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20471162.000000 Penalty: 5923.740234
	Iteration 39Q: 3 clusters Score -2.047116e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -20471168.000000 Penalty: 5923.740234
	Iteration 40F: 3 clusters Score -2.047117e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20471194.000000 Penalty: 5923.740234
	Iteration 41Q: 3 clusters Score -2.047119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20471212.000000 Penalty: 5923.740234
	Iteration 42Q: 3 clusters Score -2.047121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20471258.000000 Penalty: 5923.740234
	Iteration 43Q: 3 clusters Score -2.047126e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -20471256.000000 Penalty: 5923.740234
	Iteration 44Q: 3 clusters Score -2.047126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20471264.000000 Penalty: 5923.740234
	Iteration 45Q: 3 clusters Score -2.047126e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20471282.000000 Penalty: 5923.740234
	Iteration 46Q: 3 clusters Score -2.047128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151988 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20471272.000000 Penalty: 5923.740234
	Iteration 47Q: 3 clusters Score -2.047127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20471278.000000 Penalty: 5923.740234
	Iteration 48Q: 3 clusters Score -2.047128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 5923.740234
	Iteration 49Q: 3 clusters Score -2.047129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20471296.000000 Penalty: 5923.740234
	Iteration 50Q: 3 clusters Score -2.04713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20471298.000000 Penalty: 5923.740234
	Iteration 51Q: 3 clusters Score -2.04713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -20471286.000000 Penalty: 5923.740234
	Iteration 52Q: 3 clusters Score -2.047129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -20471274.000000 Penalty: 5923.740234
	Iteration 53Q: 3 clusters Score -2.047127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20471304.000000 Penalty: 5923.740234
	Iteration 54Q: 3 clusters Score -2.04713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -20471306.000000 Penalty: 5923.740234
	Iteration 55Q: 3 clusters Score -2.047131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20471298.000000 Penalty: 5923.740234
	Iteration 56Q: 3 clusters Score -2.04713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152135 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20471320.000000 Penalty: 5923.740234
	Iteration 57Q: 3 clusters Score -2.047132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20471314.000000 Penalty: 5923.740234
	Iteration 58Q: 3 clusters Score -2.047131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20471292.000000 Penalty: 5923.740234
	Iteration 59Q: 3 clusters Score -2.047129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -20471292.000000 Penalty: 5923.740234
	Iteration 60F: 3 clusters Score -2.047129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -20471280.000000 Penalty: 5923.740234
	Iteration 61Q: 3 clusters Score -2.047128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 5923.740234
	Iteration 62Q: 3 clusters Score -2.047129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20471294.000000 Penalty: 5923.740234
	Iteration 63Q: 3 clusters Score -2.047129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20471306.000000 Penalty: 5923.740234
	Iteration 64Q: 3 clusters Score -2.047131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 5923.740234
	Iteration 65Q: 3 clusters Score -2.047129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20471286.000000 Penalty: 5923.740234
	Iteration 66Q: 3 clusters Score -2.047129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20471296.000000 Penalty: 5923.740234
	Iteration 67Q: 3 clusters Score -2.04713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20471312.000000 Penalty: 5923.740234
	Iteration 68Q: 3 clusters Score -2.047131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20471302.000000 Penalty: 5923.740234
	Iteration 69Q: 3 clusters Score -2.04713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -20471290.000000 Penalty: 5923.740234
	Iteration 70Q: 3 clusters Score -2.047129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 5923.740234
	Iteration 71Q: 3 clusters Score -2.047129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20471300.000000 Penalty: 5923.740234
	Iteration 72Q: 3 clusters Score -2.04713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20471306.000000 Penalty: 5923.740234
	Iteration 73Q: 3 clusters Score -2.047131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 5923.740234
	Iteration 74Q: 3 clusters Score -2.047129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20471282.000000 Penalty: 5923.740234
	Iteration 75Q: 3 clusters Score -2.047128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20471296.000000 Penalty: 5923.740234
	Iteration 76Q: 3 clusters Score -2.04713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20471290.000000 Penalty: 5923.740234
	Iteration 77Q: 3 clusters Score -2.047129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20471282.000000 Penalty: 5923.740234
	Iteration 78Q: 3 clusters Score -2.047128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20471298.000000 Penalty: 5923.740234
	Iteration 79Q: 3 clusters Score -2.04713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20471306.000000 Penalty: 5923.740234
	Iteration 80F: 3 clusters Score -2.047131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20471304.000000 Penalty: 5923.740234
	Iteration 81Q: 3 clusters Score -2.04713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20471324.000000 Penalty: 5923.740234
	Iteration 82Q: 3 clusters Score -2.047132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20471344.000000 Penalty: 5923.740234
	Iteration 83Q: 3 clusters Score -2.047134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20471342.000000 Penalty: 5923.740234
	Iteration 84Q: 3 clusters Score -2.047134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20471334.000000 Penalty: 5923.740234
	Iteration 85Q: 3 clusters Score -2.047133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20471344.000000 Penalty: 5923.740234
	Iteration 86Q: 3 clusters Score -2.047134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20471348.000000 Penalty: 5923.740234
	Iteration 87Q: 3 clusters Score -2.047135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20471346.000000 Penalty: 5923.740234
	Iteration 88Q: 3 clusters Score -2.047135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20471360.000000 Penalty: 5923.740234
	Iteration 89Q: 3 clusters Score -2.047136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20471370.000000 Penalty: 5923.740234
	Iteration 90Q: 3 clusters Score -2.047137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20471394.000000 Penalty: 5923.740234
	Iteration 91Q: 3 clusters Score -2.047139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20471380.000000 Penalty: 5923.740234
	Iteration 92Q: 3 clusters Score -2.047138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20471380.000000 Penalty: 5923.740234
	Iteration 93Q: 3 clusters Score -2.047138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152544 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20471376.000000 Penalty: 5923.740234
	Iteration 94Q: 3 clusters Score -2.047138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20471366.000000 Penalty: 5923.740234
	Iteration 95Q: 3 clusters Score -2.047137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20471388.000000 Penalty: 5923.740234
	Iteration 96Q: 3 clusters Score -2.047139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -20471384.000000 Penalty: 5923.740234
	Iteration 97Q: 3 clusters Score -2.047138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20471382.000000 Penalty: 5923.740234
	Iteration 98Q: 3 clusters Score -2.047138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20471360.000000 Penalty: 5923.740234
	Iteration 99Q: 3 clusters Score -2.047136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20471360.000000 Penalty: 5923.740234
	Iteration 100F: 3 clusters Score -2.047136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -121411.070312 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -121411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119509.578125 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -119509.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120015.601562 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -120015.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120447.109375 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -120447.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120986.843750 Penalty: 3426.742432
	Iteration 3F: 3 clusters Score -120986.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121211.906250 Penalty: 3426.742432
	Iteration 4F: 3 clusters Score -121211.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121378.539062 Penalty: 3426.742432
	Iteration 5F: 3 clusters Score -121378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121441.289062 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -121441.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121495.632812 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -121495.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121544.343750 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -121544.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121579.835938 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -121579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -121614.773438 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -121614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121652.171875 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -121652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121689.570312 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -121689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121707.257812 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -121707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121734.914062 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -121734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121759.843750 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -121759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -121792.203125 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -121792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121847.093750 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -121847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121867.851562 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -121867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121871.125000 Penalty: 3426.742432
	Iteration 19Q: 3 clusters Score -121871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121871.960938 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -121872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -121874.312500 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -121874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121883.078125 Penalty: 3426.742432
	Iteration 22Q: 3 clusters Score -121883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -121897.148438 Penalty: 3426.742432
	Iteration 23Q: 3 clusters Score -121897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121908.898438 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -121908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -121936.546875 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -121936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121962.242188 Penalty: 3426.742432
	Iteration 26Q: 3 clusters Score -121962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -121996.218750 Penalty: 3426.742432
	Iteration 27Q: 3 clusters Score -121996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -122007.539062 Penalty: 3426.742432
	Iteration 28Q: 3 clusters Score -122007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -122014.007812 Penalty: 3426.742432
	Iteration 29F: 3 clusters Score -122014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122027.601562 Penalty: 3426.742432
	Iteration 30Q: 3 clusters Score -122027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122027.601562 Penalty: 3426.742432
	Iteration 31F: 3 clusters Score -122027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153990 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55253 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181433 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91278 members 
Mstep: Class 14 contains 153741 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118202 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 749 members 
Entering Unmasked Estep 
Score: -135259344.000000 Penalty: 72127.992188
Splitting cluster 15 changes total score from -135260592.000000 to -135259344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (11358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Entering Unmasked Estep 
Score: -1509384.500000 Penalty: 2315.744141
	Iteration 0F: 2 clusters Score -1509384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1500828.125000 Penalty: 4631.488281
	Iteration 0F: 3 clusters Score -1500828 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1503434.125000 Penalty: 4631.488281
	Iteration 1F: 3 clusters Score -1503434 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1503739.750000 Penalty: 4631.488281
	Iteration 2F: 3 clusters Score -1503740 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1503987.750000 Penalty: 4631.488281
	Iteration 3Q: 3 clusters Score -1503988 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1504204.250000 Penalty: 4631.488281
	Iteration 4Q: 3 clusters Score -1504204 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1504425.750000 Penalty: 4631.488281
	Iteration 5Q: 3 clusters Score -1504426 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1504674.000000 Penalty: 4631.488281
	Iteration 6Q: 3 clusters Score -1504674 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1504928.000000 Penalty: 4631.488281
	Iteration 7Q: 3 clusters Score -1504928 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1505200.500000 Penalty: 4631.488281
	Iteration 8Q: 3 clusters Score -1505200 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1505488.375000 Penalty: 4631.488281
	Iteration 9Q: 3 clusters Score -1505488 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1505745.625000 Penalty: 4631.488281
	Iteration 10Q: 3 clusters Score -1505746 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1505949.375000 Penalty: 4631.488281
	Iteration 11Q: 3 clusters Score -1505949 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1506136.875000 Penalty: 4631.488281
	Iteration 12Q: 3 clusters Score -1506137 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1506318.750000 Penalty: 4631.488281
	Iteration 13Q: 3 clusters Score -1506319 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1506486.875000 Penalty: 4631.488281
	Iteration 14Q: 3 clusters Score -1506487 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1506630.375000 Penalty: 4631.488281
	Iteration 15Q: 3 clusters Score -1506630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1506756.375000 Penalty: 4631.488281
	Iteration 16Q: 3 clusters Score -1506756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1506863.375000 Penalty: 4631.488281
	Iteration 17Q: 3 clusters Score -1506863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1506967.000000 Penalty: 4631.488281
	Iteration 18Q: 3 clusters Score -1506967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1507042.250000 Penalty: 4631.488281
	Iteration 19Q: 3 clusters Score -1507042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1507097.000000 Penalty: 4631.488281
	Iteration 20F: 3 clusters Score -1507097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1507153.125000 Penalty: 4631.488281
	Iteration 21Q: 3 clusters Score -1507153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1507204.375000 Penalty: 4631.488281
	Iteration 22Q: 3 clusters Score -1507204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1507246.125000 Penalty: 4631.488281
	Iteration 23Q: 3 clusters Score -1507246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1507274.250000 Penalty: 4631.488281
	Iteration 24Q: 3 clusters Score -1507274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1507292.375000 Penalty: 4631.488281
	Iteration 25Q: 3 clusters Score -1507292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1507308.875000 Penalty: 4631.488281
	Iteration 26Q: 3 clusters Score -1507309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1507318.500000 Penalty: 4631.488281
	Iteration 27Q: 3 clusters Score -1507318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1507319.625000 Penalty: 4631.488281
	Iteration 28Q: 3 clusters Score -1507320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1507326.125000 Penalty: 4631.488281
	Iteration 29Q: 3 clusters Score -1507326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1507326.000000 Penalty: 4631.488281
	Iteration 30Q: 3 clusters Score -1507326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1507329.000000 Penalty: 4631.488281
	Iteration 31Q: 3 clusters Score -1507329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1507336.375000 Penalty: 4631.488281
	Iteration 32Q: 3 clusters Score -1507336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1507342.000000 Penalty: 4631.488281
	Iteration 33Q: 3 clusters Score -1507342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1507348.000000 Penalty: 4631.488281
	Iteration 34Q: 3 clusters Score -1507348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1507346.000000 Penalty: 4631.488281
	Iteration 35Q: 3 clusters Score -1507346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1507350.750000 Penalty: 4631.488281
	Iteration 36Q: 3 clusters Score -1507351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1507354.250000 Penalty: 4631.488281
	Iteration 37Q: 3 clusters Score -1507354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1507355.750000 Penalty: 4631.488281
	Iteration 38Q: 3 clusters Score -1507356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1507358.750000 Penalty: 4631.488281
	Iteration 39Q: 3 clusters Score -1507359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1507358.000000 Penalty: 4631.488281
	Iteration 40F: 3 clusters Score -1507358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1507366.125000 Penalty: 4631.488281
	Iteration 41Q: 3 clusters Score -1507366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1507368.875000 Penalty: 4631.488281
	Iteration 42Q: 3 clusters Score -1507369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1507381.875000 Penalty: 4631.488281
	Iteration 43Q: 3 clusters Score -1507382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1507387.875000 Penalty: 4631.488281
	Iteration 44Q: 3 clusters Score -1507388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1507399.875000 Penalty: 4631.488281
	Iteration 45Q: 3 clusters Score -1507400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1507405.750000 Penalty: 4631.488281
	Iteration 46Q: 3 clusters Score -1507406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1507420.500000 Penalty: 4631.488281
	Iteration 47Q: 3 clusters Score -1507420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1507430.625000 Penalty: 4631.488281
	Iteration 48Q: 3 clusters Score -1507431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1507438.250000 Penalty: 4631.488281
	Iteration 49Q: 3 clusters Score -1507438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1507442.875000 Penalty: 4631.488281
	Iteration 50Q: 3 clusters Score -1507443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1507447.000000 Penalty: 4631.488281
	Iteration 51Q: 3 clusters Score -1507447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1507444.875000 Penalty: 4631.488281
	Iteration 52Q: 3 clusters Score -1507445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1507445.500000 Penalty: 4631.488281
	Iteration 53Q: 3 clusters Score -1507446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1507445.500000 Penalty: 4631.488281
	Iteration 54F: 3 clusters Score -1507446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -160303.296875 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -160303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158171.093750 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -158171.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158648.359375 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -158648.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158891.093750 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -158891.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159158.265625 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -159158.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159465.640625 Penalty: 3542.450195
	Iteration 4F: 3 clusters Score -159465.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159835.640625 Penalty: 3542.450195
	Iteration 5F: 3 clusters Score -159835.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160133.031250 Penalty: 3542.450195
	Iteration 6F: 3 clusters Score -160133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160299.640625 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -160299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160425.875000 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -160425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160506.937500 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -160506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -160540.093750 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -160540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160550.546875 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -160550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160557.078125 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -160557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160557.656250 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -160557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160557.656250 Penalty: 3542.450195
	Iteration 14F: 3 clusters Score -160557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153990 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55253 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181433 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91278 members 
Mstep: Class 14 contains 153741 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118202 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 703 members 
Entering Unmasked Estep 
Score: -135259008.000000 Penalty: 72127.992188
Splitting cluster 17 changes total score from -135260592.000000 to -135259008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -3021600.250000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -3021600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3005171.750000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -3005172 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3011004.250000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -3011004 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3011521.750000 Penalty: 4997.659668
	Iteration 2F: 3 clusters Score -3011522 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3011955.250000 Penalty: 4997.659668
	Iteration 3Q: 3 clusters Score -3011955 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3012283.500000 Penalty: 4997.659668
	Iteration 4Q: 3 clusters Score -3012284 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3012614.000000 Penalty: 4997.659668
	Iteration 5Q: 3 clusters Score -3012614 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3012925.000000 Penalty: 4997.659668
	Iteration 6Q: 3 clusters Score -3012925 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3013259.250000 Penalty: 4997.659668
	Iteration 7Q: 3 clusters Score -3013259 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3013656.500000 Penalty: 4997.659668
	Iteration 8Q: 3 clusters Score -3013656 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3014107.750000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -3014108 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3014678.000000 Penalty: 4997.659668
	Iteration 10Q: 3 clusters Score -3014678 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3015431.500000 Penalty: 4997.659668
	Iteration 11Q: 3 clusters Score -3015432 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3016334.000000 Penalty: 4997.659668
	Iteration 12F: 3 clusters Score -3016334 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3017246.500000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -3017246 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3018039.000000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -3018039 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3018654.750000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -3018655 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3019072.000000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -3019072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3019321.500000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -3019322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3019479.000000 Penalty: 4997.659668
	Iteration 18Q: 3 clusters Score -3019479 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3019579.250000 Penalty: 4997.659668
	Iteration 19Q: 3 clusters Score -3019579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3019637.500000 Penalty: 4997.659668
	Iteration 20F: 3 clusters Score -3019638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3019672.250000 Penalty: 4997.659668
	Iteration 21Q: 3 clusters Score -3019672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3019700.500000 Penalty: 4997.659668
	Iteration 22Q: 3 clusters Score -3019700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3019715.500000 Penalty: 4997.659668
	Iteration 23Q: 3 clusters Score -3019716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3019727.000000 Penalty: 4997.659668
	Iteration 24Q: 3 clusters Score -3019727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3019735.500000 Penalty: 4997.659668
	Iteration 25Q: 3 clusters Score -3019736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3019744.500000 Penalty: 4997.659668
	Iteration 26Q: 3 clusters Score -3019744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3019756.000000 Penalty: 4997.659668
	Iteration 27Q: 3 clusters Score -3019756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3019758.000000 Penalty: 4997.659668
	Iteration 28Q: 3 clusters Score -3019758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3019767.000000 Penalty: 4997.659668
	Iteration 29Q: 3 clusters Score -3019767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3019769.500000 Penalty: 4997.659668
	Iteration 30Q: 3 clusters Score -3019770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3019775.000000 Penalty: 4997.659668
	Iteration 31Q: 3 clusters Score -3019775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3019774.000000 Penalty: 4997.659668
	Iteration 32Q: 3 clusters Score -3019774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3019775.750000 Penalty: 4997.659668
	Iteration 33Q: 3 clusters Score -3019776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3019779.250000 Penalty: 4997.659668
	Iteration 34Q: 3 clusters Score -3019779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3019776.750000 Penalty: 4997.659668
	Iteration 35Q: 3 clusters Score -3019777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3019778.000000 Penalty: 4997.659668
	Iteration 36Q: 3 clusters Score -3019778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3019778.000000 Penalty: 4997.659668
	Iteration 37F: 3 clusters Score -3019778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (118202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Entering Unmasked Estep 
Score: -15782234.000000 Penalty: 2896.677246
	Iteration 0F: 2 clusters Score -1.578223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -15703140.000000 Penalty: 5793.354492
	Iteration 0F: 3 clusters Score -1.570314e+07 nChanged 56566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -15735007.000000 Penalty: 5793.354492
	Iteration 1F: 3 clusters Score -1.573501e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -15735604.000000 Penalty: 5793.354492
	Iteration 2Q: 3 clusters Score -1.57356e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -15736173.000000 Penalty: 5793.354492
	Iteration 3Q: 3 clusters Score -1.573617e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -15736802.000000 Penalty: 5793.354492
	Iteration 4Q: 3 clusters Score -1.57368e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -15737580.000000 Penalty: 5793.354492
	Iteration 5Q: 3 clusters Score -1.573758e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -15738748.000000 Penalty: 5793.354492
	Iteration 6Q: 3 clusters Score -1.573875e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -15740544.000000 Penalty: 5793.354492
	Iteration 7Q: 3 clusters Score -1.574054e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -15743275.000000 Penalty: 5793.354492
	Iteration 8Q: 3 clusters Score -1.574328e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -15747704.000000 Penalty: 5793.354492
	Iteration 9F: 3 clusters Score -1.57477e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -15754284.000000 Penalty: 5793.354492
	Iteration 10F: 3 clusters Score -1.575428e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -15762271.000000 Penalty: 5793.354492
	Iteration 11F: 3 clusters Score -1.576227e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -15769392.000000 Penalty: 5793.354492
	Iteration 12F: 3 clusters Score -1.576939e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -15774417.000000 Penalty: 5793.354492
	Iteration 13Q: 3 clusters Score -1.577442e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 115045 members 
Entering Unmasked Estep 
Score: -15777155.000000 Penalty: 5793.354492
	Iteration 14Q: 3 clusters Score -1.577716e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -15778448.000000 Penalty: 5793.354492
	Iteration 15Q: 3 clusters Score -1.577845e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -15778992.000000 Penalty: 5793.354492
	Iteration 16Q: 3 clusters Score -1.577899e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -15779205.000000 Penalty: 5793.354492
	Iteration 17Q: 3 clusters Score -1.57792e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -15779382.000000 Penalty: 5793.354492
	Iteration 18Q: 3 clusters Score -1.577938e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 117709 members 
Entering Unmasked Estep 
Score: -15779468.000000 Penalty: 5793.354492
	Iteration 19Q: 3 clusters Score -1.577947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -15779521.000000 Penalty: 5793.354492
	Iteration 20F: 3 clusters Score -1.577952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
Score: -15779583.000000 Penalty: 5793.354492
	Iteration 21Q: 3 clusters Score -1.577958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -15779603.000000 Penalty: 5793.354492
	Iteration 22Q: 3 clusters Score -1.57796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -15779650.000000 Penalty: 5793.354492
	Iteration 23Q: 3 clusters Score -1.577965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -15779649.000000 Penalty: 5793.354492
	Iteration 24Q: 3 clusters Score -1.577965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -15779655.000000 Penalty: 5793.354492
	Iteration 25Q: 3 clusters Score -1.577966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -15779653.000000 Penalty: 5793.354492
	Iteration 26Q: 3 clusters Score -1.577965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
Score: -15779661.000000 Penalty: 5793.354492
	Iteration 27Q: 3 clusters Score -1.577966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -15779672.000000 Penalty: 5793.354492
	Iteration 28Q: 3 clusters Score -1.577967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -15779678.000000 Penalty: 5793.354492
	Iteration 29Q: 3 clusters Score -1.577968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -15779678.000000 Penalty: 5793.354492
	Iteration 30Q: 3 clusters Score -1.577968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -15779686.000000 Penalty: 5793.354492
	Iteration 31Q: 3 clusters Score -1.577969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -15779688.000000 Penalty: 5793.354492
	Iteration 32Q: 3 clusters Score -1.577969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -15779696.000000 Penalty: 5793.354492
	Iteration 33Q: 3 clusters Score -1.57797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -15779686.000000 Penalty: 5793.354492
	Iteration 34Q: 3 clusters Score -1.577969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -15779695.000000 Penalty: 5793.354492
	Iteration 35Q: 3 clusters Score -1.57797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -15779704.000000 Penalty: 5793.354492
	Iteration 36Q: 3 clusters Score -1.57797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -15779704.000000 Penalty: 5793.354492
	Iteration 37F: 3 clusters Score -1.57797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86569.695312 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86569.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86840.414062 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86840.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86889.046875 Penalty: 3275.556152
	Iteration 2Q: 3 clusters Score -86889.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86916.992188 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86916.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86936.929688 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86936.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86949.289062 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86949.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86957.039062 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86957.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86962.609375 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -86962.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86963.992188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -86963.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86965.320312 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -86965.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86966.648438 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -86966.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86969.484375 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -86969.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86971.234375 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -86971.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86971.234375 Penalty: 3275.556152
	Iteration 13F: 3 clusters Score -86971.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153990 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55253 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181433 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91278 members 
Mstep: Class 14 contains 153741 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 118202 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260608.000000 Penalty: 68693.328125
Iteration 199Q: 21 clusters Score -1.352606e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153982 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55256 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181449 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91275 members 
Mstep: Class 14 contains 153751 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118182 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260576.000000 Penalty: 68693.328125
Iteration 200F: 21 clusters Score -1.352606e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 153985 members 
Mstep: Class 5 contains 47172 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55260 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181471 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91269 members 
Mstep: Class 14 contains 153748 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118161 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260592.000000 Penalty: 68693.328125
Iteration 201Q: 21 clusters Score -1.352606e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161579 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153985 members 
Mstep: Class 5 contains 47173 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55266 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181482 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91268 members 
Mstep: Class 14 contains 153744 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118144 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260608.000000 Penalty: 68693.328125
Iteration 202Q: 21 clusters Score -1.352606e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153982 members 
Mstep: Class 5 contains 47175 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55274 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181493 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91262 members 
Mstep: Class 14 contains 153750 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 118125 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 203Q: 21 clusters Score -1.352605e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 153977 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55278 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181506 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91257 members 
Mstep: Class 14 contains 153758 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11356 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118114 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260528.000000 Penalty: 68693.328125
Iteration 204Q: 21 clusters Score -1.352605e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 22469 members 
Mstep: Class 4 contains 153975 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55285 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181512 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91249 members 
Mstep: Class 14 contains 153767 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 118102 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260512.000000 Penalty: 68693.328125
Iteration 205Q: 21 clusters Score -1.352605e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 22471 members 
Mstep: Class 4 contains 153985 members 
Mstep: Class 5 contains 47165 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55289 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181522 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91237 members 
Mstep: Class 14 contains 153778 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 118091 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260448.000000 Penalty: 68693.328125
Iteration 206Q: 21 clusters Score -1.352604e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 153985 members 
Mstep: Class 5 contains 47163 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55291 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181519 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91229 members 
Mstep: Class 14 contains 153798 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11348 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118081 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260592.000000 Penalty: 68693.328125
Iteration 207Q: 21 clusters Score -1.352606e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153986 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55299 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181512 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91224 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23753 members 
Mstep: Class 19 contains 118074 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 208Q: 21 clusters Score -1.352605e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 153981 members 
Mstep: Class 5 contains 47159 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55307 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181513 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91215 members 
Mstep: Class 14 contains 153824 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 118071 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260560.000000 Penalty: 68693.328125
Iteration 209Q: 21 clusters Score -1.352606e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 153972 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55322 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181508 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91208 members 
Mstep: Class 14 contains 153830 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118069 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260576.000000 Penalty: 68693.328125
Iteration 210Q: 21 clusters Score -1.352606e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 153962 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55329 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181508 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91202 members 
Mstep: Class 14 contains 153850 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11344 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 118059 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260560.000000 Penalty: 68693.328125
Iteration 211Q: 21 clusters Score -1.352606e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 153944 members 
Mstep: Class 5 contains 47164 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55336 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181520 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91196 members 
Mstep: Class 14 contains 153865 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 118049 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260704.000000 Penalty: 68693.328125
Iteration 212Q: 21 clusters Score -1.352607e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153931 members 
Mstep: Class 5 contains 47166 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55341 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181527 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91186 members 
Mstep: Class 14 contains 153875 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 118036 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260608.000000 Penalty: 68693.328125
Iteration 213Q: 21 clusters Score -1.352606e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55340 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181533 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91187 members 
Mstep: Class 14 contains 153883 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118026 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 214Q: 21 clusters Score -1.352606e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153911 members 
Mstep: Class 5 contains 47166 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55341 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181532 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91189 members 
Mstep: Class 14 contains 153898 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23755 members 
Mstep: Class 19 contains 118012 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260624.000000 Penalty: 68693.328125
Iteration 215Q: 21 clusters Score -1.352606e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 4520 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153904 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55348 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181519 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91184 members 
Mstep: Class 14 contains 153922 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 117997 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260656.000000 Penalty: 68693.328125
Iteration 216Q: 21 clusters Score -1.352607e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 153885 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55353 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181515 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91184 members 
Mstep: Class 14 contains 153958 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117978 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260624.000000 Penalty: 68693.328125
Iteration 217Q: 21 clusters Score -1.352606e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153875 members 
Mstep: Class 5 contains 47177 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55353 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181505 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91180 members 
Mstep: Class 14 contains 153986 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117959 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260672.000000 Penalty: 68693.328125
Iteration 218Q: 21 clusters Score -1.352607e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 153868 members 
Mstep: Class 5 contains 47174 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55351 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181502 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91177 members 
Mstep: Class 14 contains 154014 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117938 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260720.000000 Penalty: 68693.328125
Iteration 219Q: 21 clusters Score -1.352607e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153853 members 
Mstep: Class 5 contains 47174 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 55344 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 181500 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91178 members 
Mstep: Class 14 contains 154061 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11337 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 117914 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260624.000000 Penalty: 68693.328125
Iteration 220F: 21 clusters Score -1.352606e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 4558 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 153832 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 55343 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181495 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91168 members 
Mstep: Class 14 contains 154103 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 117899 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260688.000000 Penalty: 68693.328125
Iteration 221Q: 21 clusters Score -1.352607e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 4565 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 153810 members 
Mstep: Class 5 contains 47169 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55346 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181496 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91164 members 
Mstep: Class 14 contains 154136 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 117884 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 222Q: 21 clusters Score -1.352606e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161574 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 153796 members 
Mstep: Class 5 contains 47170 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55345 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181496 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91159 members 
Mstep: Class 14 contains 154155 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 117866 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 223Q: 21 clusters Score -1.352606e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 153787 members 
Mstep: Class 5 contains 47170 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55340 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181508 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91151 members 
Mstep: Class 14 contains 154183 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11334 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 117845 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 224Q: 21 clusters Score -1.352605e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 153769 members 
Mstep: Class 5 contains 47166 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55337 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181511 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91145 members 
Mstep: Class 14 contains 154224 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11333 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 117829 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260528.000000 Penalty: 68693.328125
Iteration 225Q: 21 clusters Score -1.352605e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 22477 members 
Mstep: Class 4 contains 153750 members 
Mstep: Class 5 contains 47162 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181527 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91141 members 
Mstep: Class 14 contains 154251 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11333 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23753 members 
Mstep: Class 19 contains 117807 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260672.000000 Penalty: 68693.328125
Iteration 226Q: 21 clusters Score -1.352607e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 153731 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181527 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91138 members 
Mstep: Class 14 contains 154276 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 117795 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260624.000000 Penalty: 68693.328125
Iteration 227Q: 21 clusters Score -1.352606e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 4612 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 153712 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55328 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181532 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91137 members 
Mstep: Class 14 contains 154304 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23750 members 
Mstep: Class 19 contains 117783 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 228Q: 21 clusters Score -1.352605e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 153703 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55321 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181530 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91141 members 
Mstep: Class 14 contains 154330 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11330 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23751 members 
Mstep: Class 19 contains 117773 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 229Q: 21 clusters Score -1.352605e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 153684 members 
Mstep: Class 5 contains 47156 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55322 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181535 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91138 members 
Mstep: Class 14 contains 154346 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11330 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23753 members 
Mstep: Class 19 contains 117759 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 230Q: 21 clusters Score -1.352605e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 153661 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55323 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181531 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91134 members 
Mstep: Class 14 contains 154367 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11329 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 117755 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260544.000000 Penalty: 68693.328125
Iteration 231Q: 21 clusters Score -1.352605e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 153647 members 
Mstep: Class 5 contains 47154 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181528 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91135 members 
Mstep: Class 14 contains 154394 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11327 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 117745 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260560.000000 Penalty: 68693.328125
Iteration 232Q: 21 clusters Score -1.352606e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 153632 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55329 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181532 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91132 members 
Mstep: Class 14 contains 154425 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11324 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 117731 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260528.000000 Penalty: 68693.328125
Iteration 233Q: 21 clusters Score -1.352605e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 153615 members 
Mstep: Class 5 contains 47145 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55327 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181550 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91130 members 
Mstep: Class 14 contains 154459 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11319 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23759 members 
Mstep: Class 19 contains 117708 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260576.000000 Penalty: 68693.328125
Iteration 234Q: 21 clusters Score -1.352606e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 22484 members 
Mstep: Class 4 contains 153603 members 
Mstep: Class 5 contains 47144 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55324 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181552 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91124 members 
Mstep: Class 14 contains 154503 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23758 members 
Mstep: Class 19 contains 117688 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260704.000000 Penalty: 68693.328125
Iteration 235Q: 21 clusters Score -1.352607e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 22486 members 
Mstep: Class 4 contains 153584 members 
Mstep: Class 5 contains 47147 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55327 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181558 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91121 members 
Mstep: Class 14 contains 154531 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23757 members 
Mstep: Class 19 contains 117676 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260752.000000 Penalty: 68693.328125
Iteration 236Q: 21 clusters Score -1.352608e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 22487 members 
Mstep: Class 4 contains 153579 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55321 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181569 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91122 members 
Mstep: Class 14 contains 154543 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11313 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 117664 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260736.000000 Penalty: 68693.328125
Iteration 237Q: 21 clusters Score -1.352607e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 153569 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55325 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181574 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91115 members 
Mstep: Class 14 contains 154558 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23756 members 
Mstep: Class 19 contains 117647 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260736.000000 Penalty: 68693.328125
Iteration 238Q: 21 clusters Score -1.352607e+08 nChanged 102
Entering ConstructFrom: 
Score: -135260736.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (161543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Entering Unmasked Estep 
Score: -21569878.000000 Penalty: 2974.146729
	Iteration 0F: 2 clusters Score -2.156988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -21469114.000000 Penalty: 5948.293457
	Iteration 0F: 3 clusters Score -2.146911e+07 nChanged 77234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -21514234.000000 Penalty: 5948.293457
	Iteration 1F: 3 clusters Score -2.151423e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -21515990.000000 Penalty: 5948.293457
	Iteration 2Q: 3 clusters Score -2.151599e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -21518726.000000 Penalty: 5948.293457
	Iteration 3Q: 3 clusters Score -2.151873e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -21522388.000000 Penalty: 5948.293457
	Iteration 4Q: 3 clusters Score -2.152239e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -21527830.000000 Penalty: 5948.293457
	Iteration 5F: 3 clusters Score -2.152783e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -21535562.000000 Penalty: 5948.293457
	Iteration 6F: 3 clusters Score -2.153556e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -21545038.000000 Penalty: 5948.293457
	Iteration 7F: 3 clusters Score -2.154504e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -21554870.000000 Penalty: 5948.293457
	Iteration 8F: 3 clusters Score -2.155487e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -21561710.000000 Penalty: 5948.293457
	Iteration 9Q: 3 clusters Score -2.156171e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 127325 members 
Entering Unmasked Estep 
Score: -21564974.000000 Penalty: 5948.293457
	Iteration 10Q: 3 clusters Score -2.156497e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -21566550.000000 Penalty: 5948.293457
	Iteration 11Q: 3 clusters Score -2.156655e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -21567556.000000 Penalty: 5948.293457
	Iteration 12Q: 3 clusters Score -2.156756e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -21568442.000000 Penalty: 5948.293457
	Iteration 13Q: 3 clusters Score -2.156844e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 127683 members 
Entering Unmasked Estep 
Score: -21569080.000000 Penalty: 5948.293457
	Iteration 14Q: 3 clusters Score -2.156908e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -21569404.000000 Penalty: 5948.293457
	Iteration 15Q: 3 clusters Score -2.15694e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -21569754.000000 Penalty: 5948.293457
	Iteration 16Q: 3 clusters Score -2.156975e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -21569866.000000 Penalty: 5948.293457
	Iteration 17Q: 3 clusters Score -2.156987e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 125948 members 
Entering Unmasked Estep 
Score: -21570112.000000 Penalty: 5948.293457
	Iteration 18Q: 3 clusters Score -2.157011e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -21570262.000000 Penalty: 5948.293457
	Iteration 19Q: 3 clusters Score -2.157026e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -21570316.000000 Penalty: 5948.293457
	Iteration 20F: 3 clusters Score -2.157032e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -21570458.000000 Penalty: 5948.293457
	Iteration 21Q: 3 clusters Score -2.157046e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -21570534.000000 Penalty: 5948.293457
	Iteration 22Q: 3 clusters Score -2.157053e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -21570596.000000 Penalty: 5948.293457
	Iteration 23Q: 3 clusters Score -2.15706e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 123582 members 
Entering Unmasked Estep 
Score: -21570704.000000 Penalty: 5948.293457
	Iteration 24Q: 3 clusters Score -2.15707e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -21570848.000000 Penalty: 5948.293457
	Iteration 25Q: 3 clusters Score -2.157085e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -21570930.000000 Penalty: 5948.293457
	Iteration 26Q: 3 clusters Score -2.157093e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -21571048.000000 Penalty: 5948.293457
	Iteration 27Q: 3 clusters Score -2.157105e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -21571106.000000 Penalty: 5948.293457
	Iteration 28Q: 3 clusters Score -2.157111e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -21571200.000000 Penalty: 5948.293457
	Iteration 29Q: 3 clusters Score -2.15712e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -21571288.000000 Penalty: 5948.293457
	Iteration 30Q: 3 clusters Score -2.157129e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -21571348.000000 Penalty: 5948.293457
	Iteration 31Q: 3 clusters Score -2.157135e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 120767 members 
Entering Unmasked Estep 
Score: -21571320.000000 Penalty: 5948.293457
	Iteration 32Q: 3 clusters Score -2.157132e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -21571352.000000 Penalty: 5948.293457
	Iteration 33Q: 3 clusters Score -2.157135e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 120235 members 
Entering Unmasked Estep 
Score: -21571268.000000 Penalty: 5948.293457
	Iteration 34Q: 3 clusters Score -2.157127e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 119994 members 
Entering Unmasked Estep 
Score: -21571296.000000 Penalty: 5948.293457
	Iteration 35Q: 3 clusters Score -2.15713e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -21571320.000000 Penalty: 5948.293457
	Iteration 36Q: 3 clusters Score -2.157132e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -21571380.000000 Penalty: 5948.293457
	Iteration 37Q: 3 clusters Score -2.157138e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -21571430.000000 Penalty: 5948.293457
	Iteration 38Q: 3 clusters Score -2.157143e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -21571436.000000 Penalty: 5948.293457
	Iteration 39Q: 3 clusters Score -2.157144e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -21571516.000000 Penalty: 5948.293457
	Iteration 40F: 3 clusters Score -2.157152e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 118454 members 
Entering Unmasked Estep 
Score: -21571558.000000 Penalty: 5948.293457
	Iteration 41Q: 3 clusters Score -2.157156e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -21571548.000000 Penalty: 5948.293457
	Iteration 42Q: 3 clusters Score -2.157155e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 118041 members 
Entering Unmasked Estep 
Score: -21571592.000000 Penalty: 5948.293457
	Iteration 43Q: 3 clusters Score -2.157159e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -21571648.000000 Penalty: 5948.293457
	Iteration 44Q: 3 clusters Score -2.157165e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -21571632.000000 Penalty: 5948.293457
	Iteration 45Q: 3 clusters Score -2.157163e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -21571654.000000 Penalty: 5948.293457
	Iteration 46Q: 3 clusters Score -2.157165e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -21571674.000000 Penalty: 5948.293457
	Iteration 47Q: 3 clusters Score -2.157167e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -21571694.000000 Penalty: 5948.293457
	Iteration 48Q: 3 clusters Score -2.157169e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -21571706.000000 Penalty: 5948.293457
	Iteration 49Q: 3 clusters Score -2.157171e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
Score: -21571684.000000 Penalty: 5948.293457
	Iteration 50Q: 3 clusters Score -2.157168e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -21571700.000000 Penalty: 5948.293457
	Iteration 51Q: 3 clusters Score -2.15717e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 116732 members 
Entering Unmasked Estep 
Score: -21571700.000000 Penalty: 5948.293457
	Iteration 52Q: 3 clusters Score -2.15717e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -21571746.000000 Penalty: 5948.293457
	Iteration 53Q: 3 clusters Score -2.157175e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -21571740.000000 Penalty: 5948.293457
	Iteration 54Q: 3 clusters Score -2.157174e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -21571742.000000 Penalty: 5948.293457
	Iteration 55Q: 3 clusters Score -2.157174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 116356 members 
Entering Unmasked Estep 
Score: -21571732.000000 Penalty: 5948.293457
	Iteration 56Q: 3 clusters Score -2.157173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 116282 members 
Entering Unmasked Estep 
Score: -21571750.000000 Penalty: 5948.293457
	Iteration 57Q: 3 clusters Score -2.157175e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -21571794.000000 Penalty: 5948.293457
	Iteration 58Q: 3 clusters Score -2.157179e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -21571798.000000 Penalty: 5948.293457
	Iteration 59Q: 3 clusters Score -2.15718e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -21571768.000000 Penalty: 5948.293457
	Iteration 60F: 3 clusters Score -2.157177e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -21571764.000000 Penalty: 5948.293457
	Iteration 61Q: 3 clusters Score -2.157176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -21571774.000000 Penalty: 5948.293457
	Iteration 62Q: 3 clusters Score -2.157177e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -21571764.000000 Penalty: 5948.293457
	Iteration 63Q: 3 clusters Score -2.157176e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -21571754.000000 Penalty: 5948.293457
	Iteration 64Q: 3 clusters Score -2.157175e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 115645 members 
Entering Unmasked Estep 
Score: -21571740.000000 Penalty: 5948.293457
	Iteration 65Q: 3 clusters Score -2.157174e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -21571760.000000 Penalty: 5948.293457
	Iteration 66Q: 3 clusters Score -2.157176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -21571764.000000 Penalty: 5948.293457
	Iteration 67Q: 3 clusters Score -2.157176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -21571752.000000 Penalty: 5948.293457
	Iteration 68Q: 3 clusters Score -2.157175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -21571772.000000 Penalty: 5948.293457
	Iteration 69Q: 3 clusters Score -2.157177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -21571764.000000 Penalty: 5948.293457
	Iteration 70Q: 3 clusters Score -2.157176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -21571736.000000 Penalty: 5948.293457
	Iteration 71Q: 3 clusters Score -2.157174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -21571732.000000 Penalty: 5948.293457
	Iteration 72Q: 3 clusters Score -2.157173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -21571736.000000 Penalty: 5948.293457
	Iteration 73Q: 3 clusters Score -2.157174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -21571744.000000 Penalty: 5948.293457
	Iteration 74Q: 3 clusters Score -2.157174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 115277 members 
Entering Unmasked Estep 
Score: -21571734.000000 Penalty: 5948.293457
	Iteration 75Q: 3 clusters Score -2.157173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -21571742.000000 Penalty: 5948.293457
	Iteration 76Q: 3 clusters Score -2.157174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -21571738.000000 Penalty: 5948.293457
	Iteration 77Q: 3 clusters Score -2.157174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -21571730.000000 Penalty: 5948.293457
	Iteration 78Q: 3 clusters Score -2.157173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -21571722.000000 Penalty: 5948.293457
	Iteration 79Q: 3 clusters Score -2.157172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 115176 members 
Entering Unmasked Estep 
Score: -21571734.000000 Penalty: 5948.293457
	Iteration 80F: 3 clusters Score -2.157173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -21571726.000000 Penalty: 5948.293457
	Iteration 81Q: 3 clusters Score -2.157173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -21571724.000000 Penalty: 5948.293457
	Iteration 82Q: 3 clusters Score -2.157172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -21571720.000000 Penalty: 5948.293457
	Iteration 83Q: 3 clusters Score -2.157172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -21571726.000000 Penalty: 5948.293457
	Iteration 84Q: 3 clusters Score -2.157173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -21571712.000000 Penalty: 5948.293457
	Iteration 85Q: 3 clusters Score -2.157171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -21571720.000000 Penalty: 5948.293457
	Iteration 86Q: 3 clusters Score -2.157172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -21571722.000000 Penalty: 5948.293457
	Iteration 87Q: 3 clusters Score -2.157172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -21571724.000000 Penalty: 5948.293457
	Iteration 88Q: 3 clusters Score -2.157172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -21571722.000000 Penalty: 5948.293457
	Iteration 89Q: 3 clusters Score -2.157172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 115092 members 
Entering Unmasked Estep 
Score: -21571718.000000 Penalty: 5948.293457
	Iteration 90Q: 3 clusters Score -2.157172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -21571716.000000 Penalty: 5948.293457
	Iteration 91Q: 3 clusters Score -2.157172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -21571714.000000 Penalty: 5948.293457
	Iteration 92Q: 3 clusters Score -2.157171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -21571714.000000 Penalty: 5948.293457
	Iteration 93F: 3 clusters Score -2.157171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 153568 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181565 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91113 members 
Mstep: Class 14 contains 154574 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117628 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115084 members 
Entering Unmasked Estep 
Score: -135262256.000000 Penalty: 72127.992188
Splitting cluster 1 changes total score from -135260736.000000 to -135262256.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -593631.875000 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -593631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -589294.812500 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -589294.8 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -590355.375000 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -590355.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -590671.937500 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -590671.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -590913.750000 Penalty: 4190.236328
	Iteration 3F: 3 clusters Score -590913.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -591134.312500 Penalty: 4190.236328
	Iteration 4F: 3 clusters Score -591134.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -591310.062500 Penalty: 4190.236328
	Iteration 5F: 3 clusters Score -591310.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -591452.500000 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -591452.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -591578.937500 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -591578.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -591677.375000 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -591677.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -591759.312500 Penalty: 4190.236328
	Iteration 9Q: 3 clusters Score -591759.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -591842.437500 Penalty: 4190.236328
	Iteration 10Q: 3 clusters Score -591842.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -591914.000000 Penalty: 4190.236328
	Iteration 11Q: 3 clusters Score -591914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -591954.437500 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -591954.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -591988.812500 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -591988.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -592021.250000 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -592021.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -592051.687500 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -592051.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -592077.250000 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -592077.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -592099.062500 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -592099.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -592117.437500 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -592117.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -592127.250000 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -592127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -592131.812500 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -592131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -592137.937500 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -592137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -592143.000000 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -592143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -592146.437500 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -592146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -592151.250000 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -592151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -592154.375000 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -592154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -592157.562500 Penalty: 4190.236328
	Iteration 26Q: 3 clusters Score -592157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -592160.250000 Penalty: 4190.236328
	Iteration 27Q: 3 clusters Score -592160.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -592169.000000 Penalty: 4190.236328
	Iteration 28Q: 3 clusters Score -592169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -592175.937500 Penalty: 4190.236328
	Iteration 29Q: 3 clusters Score -592175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -592180.187500 Penalty: 4190.236328
	Iteration 30Q: 3 clusters Score -592180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -592188.375000 Penalty: 4190.236328
	Iteration 31Q: 3 clusters Score -592188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -592198.875000 Penalty: 4190.236328
	Iteration 32Q: 3 clusters Score -592198.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -592208.500000 Penalty: 4190.236328
	Iteration 33Q: 3 clusters Score -592208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -592215.437500 Penalty: 4190.236328
	Iteration 34Q: 3 clusters Score -592215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -592220.625000 Penalty: 4190.236328
	Iteration 35Q: 3 clusters Score -592220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -592225.812500 Penalty: 4190.236328
	Iteration 36Q: 3 clusters Score -592225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -592231.625000 Penalty: 4190.236328
	Iteration 37Q: 3 clusters Score -592231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -592232.875000 Penalty: 4190.236328
	Iteration 38Q: 3 clusters Score -592232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -592237.000000 Penalty: 4190.236328
	Iteration 39Q: 3 clusters Score -592237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -592239.500000 Penalty: 4190.236328
	Iteration 40F: 3 clusters Score -592239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -592241.562500 Penalty: 4190.236328
	Iteration 41Q: 3 clusters Score -592241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -592244.687500 Penalty: 4190.236328
	Iteration 42Q: 3 clusters Score -592244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -592244.812500 Penalty: 4190.236328
	Iteration 43Q: 3 clusters Score -592244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -592246.125000 Penalty: 4190.236328
	Iteration 44Q: 3 clusters Score -592246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -592248.562500 Penalty: 4190.236328
	Iteration 45Q: 3 clusters Score -592248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -592250.187500 Penalty: 4190.236328
	Iteration 46Q: 3 clusters Score -592250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -592252.312500 Penalty: 4190.236328
	Iteration 47Q: 3 clusters Score -592252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -592254.812500 Penalty: 4190.236328
	Iteration 48Q: 3 clusters Score -592254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -592255.000000 Penalty: 4190.236328
	Iteration 49Q: 3 clusters Score -592255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -592254.937500 Penalty: 4190.236328
	Iteration 50Q: 3 clusters Score -592254.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -592254.937500 Penalty: 4190.236328
	Iteration 51F: 3 clusters Score -592254.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Entering Unmasked Estep 
Score: -3036564.750000 Penalty: 2485.165039
	Iteration 0F: 2 clusters Score -3036565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3020758.500000 Penalty: 4970.330078
	Iteration 0F: 3 clusters Score -3020758 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3026112.250000 Penalty: 4970.330078
	Iteration 1F: 3 clusters Score -3026112 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3026486.250000 Penalty: 4970.330078
	Iteration 2F: 3 clusters Score -3026486 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3026737.000000 Penalty: 4970.330078
	Iteration 3Q: 3 clusters Score -3026737 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3026933.500000 Penalty: 4970.330078
	Iteration 4Q: 3 clusters Score -3026934 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3027082.500000 Penalty: 4970.330078
	Iteration 5Q: 3 clusters Score -3027082 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3027218.000000 Penalty: 4970.330078
	Iteration 6Q: 3 clusters Score -3027218 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3027350.750000 Penalty: 4970.330078
	Iteration 7Q: 3 clusters Score -3027351 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3027492.750000 Penalty: 4970.330078
	Iteration 8Q: 3 clusters Score -3027493 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3027660.500000 Penalty: 4970.330078
	Iteration 9Q: 3 clusters Score -3027660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3027871.750000 Penalty: 4970.330078
	Iteration 10Q: 3 clusters Score -3027872 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3028194.000000 Penalty: 4970.330078
	Iteration 11Q: 3 clusters Score -3028194 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3028614.750000 Penalty: 4970.330078
	Iteration 12Q: 3 clusters Score -3028615 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3029154.500000 Penalty: 4970.330078
	Iteration 13Q: 3 clusters Score -3029154 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3029841.250000 Penalty: 4970.330078
	Iteration 14Q: 3 clusters Score -3029841 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3030643.500000 Penalty: 4970.330078
	Iteration 15Q: 3 clusters Score -3030644 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3031471.750000 Penalty: 4970.330078
	Iteration 16Q: 3 clusters Score -3031472 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3032261.500000 Penalty: 4970.330078
	Iteration 17Q: 3 clusters Score -3032262 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3032874.750000 Penalty: 4970.330078
	Iteration 18Q: 3 clusters Score -3032875 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3033350.250000 Penalty: 4970.330078
	Iteration 19Q: 3 clusters Score -3033350 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3033688.000000 Penalty: 4970.330078
	Iteration 20F: 3 clusters Score -3033688 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3033908.000000 Penalty: 4970.330078
	Iteration 21Q: 3 clusters Score -3033908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3034062.250000 Penalty: 4970.330078
	Iteration 22Q: 3 clusters Score -3034062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3034155.000000 Penalty: 4970.330078
	Iteration 23Q: 3 clusters Score -3034155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3034210.250000 Penalty: 4970.330078
	Iteration 24Q: 3 clusters Score -3034210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3034265.000000 Penalty: 4970.330078
	Iteration 25Q: 3 clusters Score -3034265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3034297.000000 Penalty: 4970.330078
	Iteration 26Q: 3 clusters Score -3034297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3034317.750000 Penalty: 4970.330078
	Iteration 27Q: 3 clusters Score -3034318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3034347.500000 Penalty: 4970.330078
	Iteration 28Q: 3 clusters Score -3034348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3034371.750000 Penalty: 4970.330078
	Iteration 29Q: 3 clusters Score -3034372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3034392.500000 Penalty: 4970.330078
	Iteration 30Q: 3 clusters Score -3034392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3034402.000000 Penalty: 4970.330078
	Iteration 31Q: 3 clusters Score -3034402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3034409.250000 Penalty: 4970.330078
	Iteration 32Q: 3 clusters Score -3034409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3034419.500000 Penalty: 4970.330078
	Iteration 33Q: 3 clusters Score -3034420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3034426.750000 Penalty: 4970.330078
	Iteration 34Q: 3 clusters Score -3034427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3034428.750000 Penalty: 4970.330078
	Iteration 35Q: 3 clusters Score -3034429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3034433.500000 Penalty: 4970.330078
	Iteration 36Q: 3 clusters Score -3034434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3034442.500000 Penalty: 4970.330078
	Iteration 37Q: 3 clusters Score -3034442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3034442.000000 Penalty: 4970.330078
	Iteration 38Q: 3 clusters Score -3034442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3034446.750000 Penalty: 4970.330078
	Iteration 39Q: 3 clusters Score -3034447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3034451.250000 Penalty: 4970.330078
	Iteration 40F: 3 clusters Score -3034451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3034456.500000 Penalty: 4970.330078
	Iteration 41Q: 3 clusters Score -3034456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3034456.500000 Penalty: 4970.330078
	Iteration 42F: 3 clusters Score -3034456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Entering Unmasked Estep 
Score: -20465096.000000 Penalty: 2961.590820
	Iteration 0F: 2 clusters Score -2.04651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -20366424.000000 Penalty: 5923.181641
	Iteration 0F: 3 clusters Score -2.036642e+07 nChanged 73490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -20409068.000000 Penalty: 5923.181641
	Iteration 1F: 3 clusters Score -2.040907e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -20409726.000000 Penalty: 5923.181641
	Iteration 2Q: 3 clusters Score -2.040973e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -20410620.000000 Penalty: 5923.181641
	Iteration 3Q: 3 clusters Score -2.041062e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -20411788.000000 Penalty: 5923.181641
	Iteration 4Q: 3 clusters Score -2.041179e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -20414254.000000 Penalty: 5923.181641
	Iteration 5Q: 3 clusters Score -2.041425e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -20418772.000000 Penalty: 5923.181641
	Iteration 6F: 3 clusters Score -2.041877e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -20426384.000000 Penalty: 5923.181641
	Iteration 7F: 3 clusters Score -2.042638e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 122774 members 
Entering Unmasked Estep 
Score: -20437606.000000 Penalty: 5923.181641
	Iteration 8F: 3 clusters Score -2.043761e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 135169 members 
Entering Unmasked Estep 
Score: -20448500.000000 Penalty: 5923.181641
	Iteration 9F: 3 clusters Score -2.04485e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 143742 members 
Entering Unmasked Estep 
Score: -20455820.000000 Penalty: 5923.181641
	Iteration 10F: 3 clusters Score -2.045582e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -20459574.000000 Penalty: 5923.181641
	Iteration 11Q: 3 clusters Score -2.045957e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -20461280.000000 Penalty: 5923.181641
	Iteration 12Q: 3 clusters Score -2.046128e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -20462024.000000 Penalty: 5923.181641
	Iteration 13Q: 3 clusters Score -2.046202e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -20462394.000000 Penalty: 5923.181641
	Iteration 14Q: 3 clusters Score -2.046239e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -20462534.000000 Penalty: 5923.181641
	Iteration 15Q: 3 clusters Score -2.046253e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -20462642.000000 Penalty: 5923.181641
	Iteration 16Q: 3 clusters Score -2.046264e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 152260 members 
Entering Unmasked Estep 
Score: -20462688.000000 Penalty: 5923.181641
	Iteration 17Q: 3 clusters Score -2.046269e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -20462700.000000 Penalty: 5923.181641
	Iteration 18Q: 3 clusters Score -2.04627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 152344 members 
Entering Unmasked Estep 
Score: -20462716.000000 Penalty: 5923.181641
	Iteration 19Q: 3 clusters Score -2.046272e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -20462786.000000 Penalty: 5923.181641
	Iteration 20F: 3 clusters Score -2.046279e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -20462796.000000 Penalty: 5923.181641
	Iteration 21Q: 3 clusters Score -2.04628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -20462822.000000 Penalty: 5923.181641
	Iteration 22Q: 3 clusters Score -2.046282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -20462800.000000 Penalty: 5923.181641
	Iteration 23Q: 3 clusters Score -2.04628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -20462824.000000 Penalty: 5923.181641
	Iteration 24Q: 3 clusters Score -2.046282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -20462832.000000 Penalty: 5923.181641
	Iteration 25Q: 3 clusters Score -2.046283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -20462816.000000 Penalty: 5923.181641
	Iteration 26Q: 3 clusters Score -2.046282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -20462810.000000 Penalty: 5923.181641
	Iteration 27Q: 3 clusters Score -2.046281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 152517 members 
Entering Unmasked Estep 
Score: -20462820.000000 Penalty: 5923.181641
	Iteration 28Q: 3 clusters Score -2.046282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -20462814.000000 Penalty: 5923.181641
	Iteration 29Q: 3 clusters Score -2.046281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -20462816.000000 Penalty: 5923.181641
	Iteration 30Q: 3 clusters Score -2.046282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -20462816.000000 Penalty: 5923.181641
	Iteration 31Q: 3 clusters Score -2.046282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -20462808.000000 Penalty: 5923.181641
	Iteration 32Q: 3 clusters Score -2.046281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -20462822.000000 Penalty: 5923.181641
	Iteration 33Q: 3 clusters Score -2.046282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 152536 members 
Entering Unmasked Estep 
Score: -20462830.000000 Penalty: 5923.181641
	Iteration 34Q: 3 clusters Score -2.046283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -20462822.000000 Penalty: 5923.181641
	Iteration 35Q: 3 clusters Score -2.046282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -20462818.000000 Penalty: 5923.181641
	Iteration 36Q: 3 clusters Score -2.046282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -20462840.000000 Penalty: 5923.181641
	Iteration 37Q: 3 clusters Score -2.046284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -20462842.000000 Penalty: 5923.181641
	Iteration 38Q: 3 clusters Score -2.046284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -20462866.000000 Penalty: 5923.181641
	Iteration 39Q: 3 clusters Score -2.046287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 152570 members 
Entering Unmasked Estep 
Score: -20462866.000000 Penalty: 5923.181641
	Iteration 40F: 3 clusters Score -2.046287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20462860.000000 Penalty: 5923.181641
	Iteration 41Q: 3 clusters Score -2.046286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -20462876.000000 Penalty: 5923.181641
	Iteration 42Q: 3 clusters Score -2.046288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -20462872.000000 Penalty: 5923.181641
	Iteration 43Q: 3 clusters Score -2.046287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -20462872.000000 Penalty: 5923.181641
	Iteration 44Q: 3 clusters Score -2.046287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -20462874.000000 Penalty: 5923.181641
	Iteration 45Q: 3 clusters Score -2.046287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -20462870.000000 Penalty: 5923.181641
	Iteration 46Q: 3 clusters Score -2.046287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -20462856.000000 Penalty: 5923.181641
	Iteration 47Q: 3 clusters Score -2.046286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 152583 members 
Entering Unmasked Estep 
Score: -20462864.000000 Penalty: 5923.181641
	Iteration 48Q: 3 clusters Score -2.046286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -20462866.000000 Penalty: 5923.181641
	Iteration 49Q: 3 clusters Score -2.046287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -20462858.000000 Penalty: 5923.181641
	Iteration 50Q: 3 clusters Score -2.046286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -20462868.000000 Penalty: 5923.181641
	Iteration 51Q: 3 clusters Score -2.046287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -20462864.000000 Penalty: 5923.181641
	Iteration 52Q: 3 clusters Score -2.046286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -20462858.000000 Penalty: 5923.181641
	Iteration 53Q: 3 clusters Score -2.046286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -20462862.000000 Penalty: 5923.181641
	Iteration 54Q: 3 clusters Score -2.046286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -20462874.000000 Penalty: 5923.181641
	Iteration 55Q: 3 clusters Score -2.046287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -20462868.000000 Penalty: 5923.181641
	Iteration 56Q: 3 clusters Score -2.046287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -20462868.000000 Penalty: 5923.181641
	Iteration 57F: 3 clusters Score -2.046287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Entering Unmasked Estep 
Score: -6349037.000000 Penalty: 2668.787109
	Iteration 0F: 2 clusters Score -6349037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6317025.500000 Penalty: 5337.574219
	Iteration 0F: 3 clusters Score -6317026 nChanged 21859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6329364.000000 Penalty: 5337.574219
	Iteration 1F: 3 clusters Score -6329364 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -6329960.000000 Penalty: 5337.574219
	Iteration 2Q: 3 clusters Score -6329960 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6330535.500000 Penalty: 5337.574219
	Iteration 3Q: 3 clusters Score -6330536 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6331238.500000 Penalty: 5337.574219
	Iteration 4Q: 3 clusters Score -6331238 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6332272.000000 Penalty: 5337.574219
	Iteration 5Q: 3 clusters Score -6332272 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -6333832.500000 Penalty: 5337.574219
	Iteration 6F: 3 clusters Score -6333832 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6336127.000000 Penalty: 5337.574219
	Iteration 7F: 3 clusters Score -6336127 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6339007.000000 Penalty: 5337.574219
	Iteration 8F: 3 clusters Score -6339007 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -6341595.500000 Penalty: 5337.574219
	Iteration 9F: 3 clusters Score -6341596 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6343516.000000 Penalty: 5337.574219
	Iteration 10Q: 3 clusters Score -6343516 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6344719.000000 Penalty: 5337.574219
	Iteration 11Q: 3 clusters Score -6344719 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6345467.000000 Penalty: 5337.574219
	Iteration 12Q: 3 clusters Score -6345467 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6345948.000000 Penalty: 5337.574219
	Iteration 13Q: 3 clusters Score -6345948 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -6346233.000000 Penalty: 5337.574219
	Iteration 14Q: 3 clusters Score -6346233 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6346404.000000 Penalty: 5337.574219
	Iteration 15Q: 3 clusters Score -6346404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -6346517.000000 Penalty: 5337.574219
	Iteration 16Q: 3 clusters Score -6346517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -6346610.500000 Penalty: 5337.574219
	Iteration 17Q: 3 clusters Score -6346610 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6346675.000000 Penalty: 5337.574219
	Iteration 18Q: 3 clusters Score -6346675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -6346740.500000 Penalty: 5337.574219
	Iteration 19Q: 3 clusters Score -6346740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -6346794.500000 Penalty: 5337.574219
	Iteration 20F: 3 clusters Score -6346794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6346827.500000 Penalty: 5337.574219
	Iteration 21Q: 3 clusters Score -6346828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6346833.000000 Penalty: 5337.574219
	Iteration 22Q: 3 clusters Score -6346833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6346846.500000 Penalty: 5337.574219
	Iteration 23Q: 3 clusters Score -6346846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -6346882.500000 Penalty: 5337.574219
	Iteration 24Q: 3 clusters Score -6346882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6346900.500000 Penalty: 5337.574219
	Iteration 25Q: 3 clusters Score -6346900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6346921.500000 Penalty: 5337.574219
	Iteration 26Q: 3 clusters Score -6346922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6346917.000000 Penalty: 5337.574219
	Iteration 27Q: 3 clusters Score -6346917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6346930.500000 Penalty: 5337.574219
	Iteration 28Q: 3 clusters Score -6346930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6346938.500000 Penalty: 5337.574219
	Iteration 29Q: 3 clusters Score -6346938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6346936.500000 Penalty: 5337.574219
	Iteration 30Q: 3 clusters Score -6346936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -6346949.000000 Penalty: 5337.574219
	Iteration 31Q: 3 clusters Score -6346949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -6346959.500000 Penalty: 5337.574219
	Iteration 32Q: 3 clusters Score -6346960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6346960.000000 Penalty: 5337.574219
	Iteration 33Q: 3 clusters Score -6346960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -6346971.000000 Penalty: 5337.574219
	Iteration 34Q: 3 clusters Score -6346971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -6346970.500000 Penalty: 5337.574219
	Iteration 35Q: 3 clusters Score -6346970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -6346970.500000 Penalty: 5337.574219
	Iteration 36Q: 3 clusters Score -6346970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6346977.500000 Penalty: 5337.574219
	Iteration 37Q: 3 clusters Score -6346978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6346976.000000 Penalty: 5337.574219
	Iteration 38Q: 3 clusters Score -6346976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6346989.500000 Penalty: 5337.574219
	Iteration 39Q: 3 clusters Score -6346990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6346991.000000 Penalty: 5337.574219
	Iteration 40F: 3 clusters Score -6346991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -6346992.500000 Penalty: 5337.574219
	Iteration 41Q: 3 clusters Score -6346992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6346998.000000 Penalty: 5337.574219
	Iteration 42Q: 3 clusters Score -6346998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6347003.500000 Penalty: 5337.574219
	Iteration 43Q: 3 clusters Score -6347004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6347003.500000 Penalty: 5337.574219
	Iteration 44F: 3 clusters Score -6347004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15601.115234 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15601.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15667.652344 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -15667.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -331244.812500 Penalty: 1954.439575
	Iteration 0F: 2 clusters Score -331244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -328214.156250 Penalty: 3908.879150
	Iteration 0F: 3 clusters Score -328214.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -328824.031250 Penalty: 3908.879150
	Iteration 1F: 3 clusters Score -328824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329076.031250 Penalty: 3908.879150
	Iteration 2F: 3 clusters Score -329076 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -329421.500000 Penalty: 3908.879150
	Iteration 3F: 3 clusters Score -329421.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -329883.781250 Penalty: 3908.879150
	Iteration 4F: 3 clusters Score -329883.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330404.750000 Penalty: 3908.879150
	Iteration 5F: 3 clusters Score -330404.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330951.750000 Penalty: 3908.879150
	Iteration 6F: 3 clusters Score -330951.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331443.750000 Penalty: 3908.879150
	Iteration 7F: 3 clusters Score -331443.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -331755.093750 Penalty: 3908.879150
	Iteration 8F: 3 clusters Score -331755.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -331866.812500 Penalty: 3908.879150
	Iteration 9Q: 3 clusters Score -331866.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331913.281250 Penalty: 3908.879150
	Iteration 10Q: 3 clusters Score -331913.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331932.593750 Penalty: 3908.879150
	Iteration 11Q: 3 clusters Score -331932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331941.281250 Penalty: 3908.879150
	Iteration 12Q: 3 clusters Score -331941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -331942.968750 Penalty: 3908.879150
	Iteration 13Q: 3 clusters Score -331943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331943.968750 Penalty: 3908.879150
	Iteration 14Q: 3 clusters Score -331944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331943.968750 Penalty: 3908.879150
	Iteration 15F: 3 clusters Score -331944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 153568 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181565 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91113 members 
Mstep: Class 14 contains 154574 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117628 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115084 members 
Mstep: Class 22 contains 1366 members 
Entering Unmasked Estep 
Score: -135261584.000000 Penalty: 75562.656250
Splitting cluster 7 changes total score from -135260736.000000 to -135261584.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (55331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Entering Unmasked Estep 
Score: -7172969.000000 Penalty: 2708.429932
	Iteration 0F: 2 clusters Score -7172969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -7135747.000000 Penalty: 5416.859863
	Iteration 0F: 3 clusters Score -7135747 nChanged 25839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7150031.500000 Penalty: 5416.859863
	Iteration 1F: 3 clusters Score -7150032 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7150573.000000 Penalty: 5416.859863
	Iteration 2Q: 3 clusters Score -7150573 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7151188.000000 Penalty: 5416.859863
	Iteration 3Q: 3 clusters Score -7151188 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7151911.000000 Penalty: 5416.859863
	Iteration 4Q: 3 clusters Score -7151911 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7152906.000000 Penalty: 5416.859863
	Iteration 5Q: 3 clusters Score -7152906 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7154454.500000 Penalty: 5416.859863
	Iteration 6F: 3 clusters Score -7154454 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -7156769.000000 Penalty: 5416.859863
	Iteration 7F: 3 clusters Score -7156769 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -7159884.500000 Penalty: 5416.859863
	Iteration 8F: 3 clusters Score -7159884 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -7163408.000000 Penalty: 5416.859863
	Iteration 9F: 3 clusters Score -7163408 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -7166438.000000 Penalty: 5416.859863
	Iteration 10F: 3 clusters Score -7166438 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -7168344.000000 Penalty: 5416.859863
	Iteration 11Q: 3 clusters Score -7168344 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -7169410.000000 Penalty: 5416.859863
	Iteration 12Q: 3 clusters Score -7169410 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7169927.000000 Penalty: 5416.859863
	Iteration 13Q: 3 clusters Score -7169927 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -7170241.500000 Penalty: 5416.859863
	Iteration 14Q: 3 clusters Score -7170242 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -7170417.000000 Penalty: 5416.859863
	Iteration 15Q: 3 clusters Score -7170417 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -7170532.500000 Penalty: 5416.859863
	Iteration 16Q: 3 clusters Score -7170532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7170599.000000 Penalty: 5416.859863
	Iteration 17Q: 3 clusters Score -7170599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -7170655.000000 Penalty: 5416.859863
	Iteration 18Q: 3 clusters Score -7170655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7170706.500000 Penalty: 5416.859863
	Iteration 19Q: 3 clusters Score -7170706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -7170725.500000 Penalty: 5416.859863
	Iteration 20F: 3 clusters Score -7170726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -7170743.500000 Penalty: 5416.859863
	Iteration 21Q: 3 clusters Score -7170744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -7170768.500000 Penalty: 5416.859863
	Iteration 22Q: 3 clusters Score -7170768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -7170789.500000 Penalty: 5416.859863
	Iteration 23Q: 3 clusters Score -7170790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7170810.500000 Penalty: 5416.859863
	Iteration 24Q: 3 clusters Score -7170810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -7170809.000000 Penalty: 5416.859863
	Iteration 25Q: 3 clusters Score -7170809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -7170814.500000 Penalty: 5416.859863
	Iteration 26Q: 3 clusters Score -7170814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7170818.500000 Penalty: 5416.859863
	Iteration 27Q: 3 clusters Score -7170818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -7170827.000000 Penalty: 5416.859863
	Iteration 28Q: 3 clusters Score -7170827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7170830.000000 Penalty: 5416.859863
	Iteration 29Q: 3 clusters Score -7170830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -7170817.000000 Penalty: 5416.859863
	Iteration 30Q: 3 clusters Score -7170817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -7170821.500000 Penalty: 5416.859863
	Iteration 31Q: 3 clusters Score -7170822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -7170821.500000 Penalty: 5416.859863
	Iteration 32F: 3 clusters Score -7170822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -123693.656250 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -123693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121767.132812 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -121767.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122266.218750 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -122266.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122498.523438 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -122498.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122662.515625 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -122662.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122869.531250 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -122869.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -123184.695312 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -123184.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -123335.914062 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -123335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123364.179688 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -123364.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -123404.765625 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -123404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -123428.570312 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -123428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123438.625000 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -123438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123441.539062 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -123441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123441.539062 Penalty: 3437.525391
	Iteration 12F: 3 clusters Score -123441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -359836.687500 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -359836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -356773.218750 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -356773.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357387.093750 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -357387.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357565.906250 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -357565.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -357646.500000 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -357646.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -357691.031250 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -357691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -357719.406250 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -357719.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -357739.125000 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -357739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -357752.281250 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -357752.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -357770.156250 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -357770.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357790.218750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -357790.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -357800.937500 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -357800.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -357809.687500 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -357809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -357819.093750 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -357819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -357824.250000 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -357824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -357826.875000 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -357826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -357828.875000 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -357828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -357829.968750 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -357830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -357830.312500 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -357830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -357831.562500 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -357831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -357831.843750 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -357831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -357832.406250 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -357832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357832.968750 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -357833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357834.062500 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -357834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357835.562500 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -357835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357835.468750 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -357835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -357836.312500 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -357836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -357836.812500 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -357836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -357836.500000 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -357836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -357836.500000 Penalty: 3913.171631
	Iteration 28F: 3 clusters Score -357836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (181565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181565 members 
Entering Unmasked Estep 
Score: -24113834.000000 Penalty: 3003.123535
	Iteration 0F: 2 clusters Score -2.411383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -23996304.000000 Penalty: 6006.247070
	Iteration 0F: 3 clusters Score -2.39963e+07 nChanged 87277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -24046678.000000 Penalty: 6006.247070
	Iteration 1F: 3 clusters Score -2.404668e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -24047692.000000 Penalty: 6006.247070
	Iteration 2Q: 3 clusters Score -2.404769e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -24048714.000000 Penalty: 6006.247070
	Iteration 3Q: 3 clusters Score -2.404871e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -24050344.000000 Penalty: 6006.247070
	Iteration 4Q: 3 clusters Score -2.405034e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -24052578.000000 Penalty: 6006.247070
	Iteration 5Q: 3 clusters Score -2.405258e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -24056414.000000 Penalty: 6006.247070
	Iteration 6Q: 3 clusters Score -2.405641e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -24063306.000000 Penalty: 6006.247070
	Iteration 7F: 3 clusters Score -2.406331e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -24073986.000000 Penalty: 6006.247070
	Iteration 8F: 3 clusters Score -2.407399e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -24087916.000000 Penalty: 6006.247070
	Iteration 9F: 3 clusters Score -2.408792e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -24098262.000000 Penalty: 6006.247070
	Iteration 10F: 3 clusters Score -2.409826e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -24102722.000000 Penalty: 6006.247070
	Iteration 11Q: 3 clusters Score -2.410272e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 132525 members 
Entering Unmasked Estep 
Score: -24105094.000000 Penalty: 6006.247070
	Iteration 12Q: 3 clusters Score -2.410509e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 135503 members 
Entering Unmasked Estep 
Score: -24106864.000000 Penalty: 6006.247070
	Iteration 13Q: 3 clusters Score -2.410686e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 138137 members 
Entering Unmasked Estep 
Score: -24108184.000000 Penalty: 6006.247070
	Iteration 14Q: 3 clusters Score -2.410818e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 140520 members 
Entering Unmasked Estep 
Score: -24109266.000000 Penalty: 6006.247070
	Iteration 15Q: 3 clusters Score -2.410927e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -24110088.000000 Penalty: 6006.247070
	Iteration 16Q: 3 clusters Score -2.411009e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 144621 members 
Entering Unmasked Estep 
Score: -24110618.000000 Penalty: 6006.247070
	Iteration 17Q: 3 clusters Score -2.411062e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -24110990.000000 Penalty: 6006.247070
	Iteration 18Q: 3 clusters Score -2.411099e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -24111360.000000 Penalty: 6006.247070
	Iteration 19Q: 3 clusters Score -2.411136e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -24111580.000000 Penalty: 6006.247070
	Iteration 20F: 3 clusters Score -2.411158e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -24111880.000000 Penalty: 6006.247070
	Iteration 21Q: 3 clusters Score -2.411188e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -24112076.000000 Penalty: 6006.247070
	Iteration 22Q: 3 clusters Score -2.411208e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -24112198.000000 Penalty: 6006.247070
	Iteration 23Q: 3 clusters Score -2.41122e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -24112280.000000 Penalty: 6006.247070
	Iteration 24Q: 3 clusters Score -2.411228e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 156309 members 
Entering Unmasked Estep 
Score: -24112408.000000 Penalty: 6006.247070
	Iteration 25Q: 3 clusters Score -2.411241e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -24112586.000000 Penalty: 6006.247070
	Iteration 26Q: 3 clusters Score -2.411259e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -24112758.000000 Penalty: 6006.247070
	Iteration 27Q: 3 clusters Score -2.411276e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -24112822.000000 Penalty: 6006.247070
	Iteration 28Q: 3 clusters Score -2.411282e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -24112888.000000 Penalty: 6006.247070
	Iteration 29Q: 3 clusters Score -2.411289e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -24112924.000000 Penalty: 6006.247070
	Iteration 30Q: 3 clusters Score -2.411292e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -24112950.000000 Penalty: 6006.247070
	Iteration 31Q: 3 clusters Score -2.411295e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -24112966.000000 Penalty: 6006.247070
	Iteration 32Q: 3 clusters Score -2.411297e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -24113042.000000 Penalty: 6006.247070
	Iteration 33Q: 3 clusters Score -2.411304e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -24113018.000000 Penalty: 6006.247070
	Iteration 34Q: 3 clusters Score -2.411302e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -24113080.000000 Penalty: 6006.247070
	Iteration 35Q: 3 clusters Score -2.411308e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -24113134.000000 Penalty: 6006.247070
	Iteration 36Q: 3 clusters Score -2.411313e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -24113062.000000 Penalty: 6006.247070
	Iteration 37Q: 3 clusters Score -2.411306e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -24113098.000000 Penalty: 6006.247070
	Iteration 38Q: 3 clusters Score -2.41131e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -24113112.000000 Penalty: 6006.247070
	Iteration 39Q: 3 clusters Score -2.411311e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 167061 members 
Entering Unmasked Estep 
Score: -24113206.000000 Penalty: 6006.247070
	Iteration 40F: 3 clusters Score -2.411321e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -24113224.000000 Penalty: 6006.247070
	Iteration 41Q: 3 clusters Score -2.411322e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -24113198.000000 Penalty: 6006.247070
	Iteration 42Q: 3 clusters Score -2.41132e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -24113240.000000 Penalty: 6006.247070
	Iteration 43Q: 3 clusters Score -2.411324e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -24113220.000000 Penalty: 6006.247070
	Iteration 44Q: 3 clusters Score -2.411322e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -24113300.000000 Penalty: 6006.247070
	Iteration 45Q: 3 clusters Score -2.41133e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -24113350.000000 Penalty: 6006.247070
	Iteration 46Q: 3 clusters Score -2.411335e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 169561 members 
Entering Unmasked Estep 
Score: -24113224.000000 Penalty: 6006.247070
	Iteration 47Q: 3 clusters Score -2.411322e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -24113218.000000 Penalty: 6006.247070
	Iteration 48Q: 3 clusters Score -2.411322e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -24113214.000000 Penalty: 6006.247070
	Iteration 49Q: 3 clusters Score -2.411321e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 170345 members 
Entering Unmasked Estep 
Score: -24113224.000000 Penalty: 6006.247070
	Iteration 50Q: 3 clusters Score -2.411322e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -24113204.000000 Penalty: 6006.247070
	Iteration 51Q: 3 clusters Score -2.41132e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -24113180.000000 Penalty: 6006.247070
	Iteration 52Q: 3 clusters Score -2.411318e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -24113168.000000 Penalty: 6006.247070
	Iteration 53Q: 3 clusters Score -2.411317e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -24113132.000000 Penalty: 6006.247070
	Iteration 54Q: 3 clusters Score -2.411313e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 171607 members 
Entering Unmasked Estep 
Score: -24113098.000000 Penalty: 6006.247070
	Iteration 55Q: 3 clusters Score -2.41131e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -24113062.000000 Penalty: 6006.247070
	Iteration 56Q: 3 clusters Score -2.411306e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 172129 members 
Entering Unmasked Estep 
Score: -24113122.000000 Penalty: 6006.247070
	Iteration 57Q: 3 clusters Score -2.411312e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -24113100.000000 Penalty: 6006.247070
	Iteration 58Q: 3 clusters Score -2.41131e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 172555 members 
Entering Unmasked Estep 
Score: -24113136.000000 Penalty: 6006.247070
	Iteration 59Q: 3 clusters Score -2.411314e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 172739 members 
Entering Unmasked Estep 
Score: -24113122.000000 Penalty: 6006.247070
	Iteration 60F: 3 clusters Score -2.411312e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
Score: -24113132.000000 Penalty: 6006.247070
	Iteration 61Q: 3 clusters Score -2.411313e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -24113098.000000 Penalty: 6006.247070
	Iteration 62Q: 3 clusters Score -2.41131e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -24113030.000000 Penalty: 6006.247070
	Iteration 63Q: 3 clusters Score -2.411303e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 173467 members 
Entering Unmasked Estep 
Score: -24113032.000000 Penalty: 6006.247070
	Iteration 64Q: 3 clusters Score -2.411303e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -24113098.000000 Penalty: 6006.247070
	Iteration 65Q: 3 clusters Score -2.41131e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 173775 members 
Entering Unmasked Estep 
Score: -24113116.000000 Penalty: 6006.247070
	Iteration 66Q: 3 clusters Score -2.411312e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -24113102.000000 Penalty: 6006.247070
	Iteration 67Q: 3 clusters Score -2.41131e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -24113072.000000 Penalty: 6006.247070
	Iteration 68Q: 3 clusters Score -2.411307e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -24113028.000000 Penalty: 6006.247070
	Iteration 69Q: 3 clusters Score -2.411303e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -24113018.000000 Penalty: 6006.247070
	Iteration 70Q: 3 clusters Score -2.411302e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -24113042.000000 Penalty: 6006.247070
	Iteration 71Q: 3 clusters Score -2.411304e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -24112990.000000 Penalty: 6006.247070
	Iteration 72Q: 3 clusters Score -2.411299e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 174676 members 
Entering Unmasked Estep 
Score: -24113008.000000 Penalty: 6006.247070
	Iteration 73Q: 3 clusters Score -2.411301e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 174787 members 
Entering Unmasked Estep 
Score: -24112968.000000 Penalty: 6006.247070
	Iteration 74Q: 3 clusters Score -2.411297e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -24112900.000000 Penalty: 6006.247070
	Iteration 75Q: 3 clusters Score -2.41129e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -24112904.000000 Penalty: 6006.247070
	Iteration 76Q: 3 clusters Score -2.41129e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 175070 members 
Entering Unmasked Estep 
Score: -24112912.000000 Penalty: 6006.247070
	Iteration 77Q: 3 clusters Score -2.411291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -24112890.000000 Penalty: 6006.247070
	Iteration 78Q: 3 clusters Score -2.411289e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 175216 members 
Entering Unmasked Estep 
Score: -24112912.000000 Penalty: 6006.247070
	Iteration 79Q: 3 clusters Score -2.411291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -24112890.000000 Penalty: 6006.247070
	Iteration 80F: 3 clusters Score -2.411289e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -24112878.000000 Penalty: 6006.247070
	Iteration 81Q: 3 clusters Score -2.411288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -24112842.000000 Penalty: 6006.247070
	Iteration 82Q: 3 clusters Score -2.411284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -24112818.000000 Penalty: 6006.247070
	Iteration 83Q: 3 clusters Score -2.411282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -24112786.000000 Penalty: 6006.247070
	Iteration 84Q: 3 clusters Score -2.411279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 85Q: 3 clusters Score -2.411278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 175525 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 86Q: 3 clusters Score -2.411278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 175546 members 
Entering Unmasked Estep 
Score: -24112796.000000 Penalty: 6006.247070
	Iteration 87Q: 3 clusters Score -2.41128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -24112808.000000 Penalty: 6006.247070
	Iteration 88Q: 3 clusters Score -2.411281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 175577 members 
Entering Unmasked Estep 
Score: -24112790.000000 Penalty: 6006.247070
	Iteration 89Q: 3 clusters Score -2.411279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 175592 members 
Entering Unmasked Estep 
Score: -24112798.000000 Penalty: 6006.247070
	Iteration 90Q: 3 clusters Score -2.41128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -24112796.000000 Penalty: 6006.247070
	Iteration 91Q: 3 clusters Score -2.41128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -24112802.000000 Penalty: 6006.247070
	Iteration 92Q: 3 clusters Score -2.41128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -24112800.000000 Penalty: 6006.247070
	Iteration 93Q: 3 clusters Score -2.41128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -24112778.000000 Penalty: 6006.247070
	Iteration 94Q: 3 clusters Score -2.411278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 95Q: 3 clusters Score -2.411278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -24112786.000000 Penalty: 6006.247070
	Iteration 96Q: 3 clusters Score -2.411279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 175658 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 97Q: 3 clusters Score -2.411277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 98Q: 3 clusters Score -2.411278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 99Q: 3 clusters Score -2.411278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 175676 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 100F: 3 clusters Score -2.411277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 175683 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 101Q: 3 clusters Score -2.411278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 102Q: 3 clusters Score -2.411278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -24112774.000000 Penalty: 6006.247070
	Iteration 103Q: 3 clusters Score -2.411277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -24112766.000000 Penalty: 6006.247070
	Iteration 104Q: 3 clusters Score -2.411277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 105Q: 3 clusters Score -2.411278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 175729 members 
Entering Unmasked Estep 
Score: -24112802.000000 Penalty: 6006.247070
	Iteration 106Q: 3 clusters Score -2.41128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 107Q: 3 clusters Score -2.411278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 175748 members 
Entering Unmasked Estep 
Score: -24112762.000000 Penalty: 6006.247070
	Iteration 108Q: 3 clusters Score -2.411276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 175757 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 109Q: 3 clusters Score -2.411278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -24112790.000000 Penalty: 6006.247070
	Iteration 110Q: 3 clusters Score -2.411279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -24112798.000000 Penalty: 6006.247070
	Iteration 111Q: 3 clusters Score -2.41128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 175781 members 
Entering Unmasked Estep 
Score: -24112794.000000 Penalty: 6006.247070
	Iteration 112Q: 3 clusters Score -2.411279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -24112802.000000 Penalty: 6006.247070
	Iteration 113Q: 3 clusters Score -2.41128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 114Q: 3 clusters Score -2.411278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 175809 members 
Entering Unmasked Estep 
Score: -24112792.000000 Penalty: 6006.247070
	Iteration 115Q: 3 clusters Score -2.411279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -24112794.000000 Penalty: 6006.247070
	Iteration 116Q: 3 clusters Score -2.411279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -24112788.000000 Penalty: 6006.247070
	Iteration 117Q: 3 clusters Score -2.411279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 175822 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 118Q: 3 clusters Score -2.411278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 119Q: 3 clusters Score -2.411278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 120F: 3 clusters Score -2.411278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 175831 members 
Entering Unmasked Estep 
Score: -24112790.000000 Penalty: 6006.247070
	Iteration 121Q: 3 clusters Score -2.411279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 175834 members 
Entering Unmasked Estep 
Score: -24112786.000000 Penalty: 6006.247070
	Iteration 122Q: 3 clusters Score -2.411279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 123Q: 3 clusters Score -2.411278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 124Q: 3 clusters Score -2.411278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 175848 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 125Q: 3 clusters Score -2.411278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 175854 members 
Entering Unmasked Estep 
Score: -24112792.000000 Penalty: 6006.247070
	Iteration 126Q: 3 clusters Score -2.411279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 175855 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 127Q: 3 clusters Score -2.411278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 175857 members 
Entering Unmasked Estep 
Score: -24112778.000000 Penalty: 6006.247070
	Iteration 128Q: 3 clusters Score -2.411278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -24112774.000000 Penalty: 6006.247070
	Iteration 129Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 130Q: 3 clusters Score -2.411278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 131Q: 3 clusters Score -2.411278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 175869 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 132Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 133Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -24112768.000000 Penalty: 6006.247070
	Iteration 134Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 135Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -24112758.000000 Penalty: 6006.247070
	Iteration 136Q: 3 clusters Score -2.411276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -24112776.000000 Penalty: 6006.247070
	Iteration 137Q: 3 clusters Score -2.411278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -24112780.000000 Penalty: 6006.247070
	Iteration 138Q: 3 clusters Score -2.411278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 139Q: 3 clusters Score -2.411278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -24112784.000000 Penalty: 6006.247070
	Iteration 140F: 3 clusters Score -2.411278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -24112772.000000 Penalty: 6006.247070
	Iteration 141Q: 3 clusters Score -2.411277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 175896 members 
Entering Unmasked Estep 
Score: -24112778.000000 Penalty: 6006.247070
	Iteration 142Q: 3 clusters Score -2.411278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -24112760.000000 Penalty: 6006.247070
	Iteration 143Q: 3 clusters Score -2.411276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 175903 members 
Entering Unmasked Estep 
Score: -24112778.000000 Penalty: 6006.247070
	Iteration 144Q: 3 clusters Score -2.411278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 175907 members 
Entering Unmasked Estep 
Score: -24112782.000000 Penalty: 6006.247070
	Iteration 145Q: 3 clusters Score -2.411278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 175912 members 
Entering Unmasked Estep 
Score: -24112788.000000 Penalty: 6006.247070
	Iteration 146Q: 3 clusters Score -2.411279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 175920 members 
Entering Unmasked Estep 
Score: -24112762.000000 Penalty: 6006.247070
	Iteration 147Q: 3 clusters Score -2.411276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 175929 members 
Entering Unmasked Estep 
Score: -24112764.000000 Penalty: 6006.247070
	Iteration 148Q: 3 clusters Score -2.411276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -24112774.000000 Penalty: 6006.247070
	Iteration 149Q: 3 clusters Score -2.411277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -24112756.000000 Penalty: 6006.247070
	Iteration 150Q: 3 clusters Score -2.411276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -24112770.000000 Penalty: 6006.247070
	Iteration 151Q: 3 clusters Score -2.411277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -24112748.000000 Penalty: 6006.247070
	Iteration 152Q: 3 clusters Score -2.411275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -24112734.000000 Penalty: 6006.247070
	Iteration 153Q: 3 clusters Score -2.411273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 175977 members 
Entering Unmasked Estep 
Score: -24112734.000000 Penalty: 6006.247070
	Iteration 154Q: 3 clusters Score -2.411273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -24112730.000000 Penalty: 6006.247070
	Iteration 155Q: 3 clusters Score -2.411273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 175993 members 
Entering Unmasked Estep 
Score: -24112738.000000 Penalty: 6006.247070
	Iteration 156Q: 3 clusters Score -2.411274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -24112752.000000 Penalty: 6006.247070
	Iteration 157Q: 3 clusters Score -2.411275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 176003 members 
Entering Unmasked Estep 
Score: -24112744.000000 Penalty: 6006.247070
	Iteration 158Q: 3 clusters Score -2.411274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 176010 members 
Entering Unmasked Estep 
Score: -24112738.000000 Penalty: 6006.247070
	Iteration 159Q: 3 clusters Score -2.411274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 176015 members 
Entering Unmasked Estep 
Score: -24112738.000000 Penalty: 6006.247070
	Iteration 160F: 3 clusters Score -2.411274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -24112734.000000 Penalty: 6006.247070
	Iteration 161Q: 3 clusters Score -2.411273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 176032 members 
Entering Unmasked Estep 
Score: -24112742.000000 Penalty: 6006.247070
	Iteration 162Q: 3 clusters Score -2.411274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -24112740.000000 Penalty: 6006.247070
	Iteration 163Q: 3 clusters Score -2.411274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -24112734.000000 Penalty: 6006.247070
	Iteration 164Q: 3 clusters Score -2.411273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -24112726.000000 Penalty: 6006.247070
	Iteration 165Q: 3 clusters Score -2.411273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -24112734.000000 Penalty: 6006.247070
	Iteration 166Q: 3 clusters Score -2.411273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -24112724.000000 Penalty: 6006.247070
	Iteration 167Q: 3 clusters Score -2.411272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 176068 members 
Entering Unmasked Estep 
Score: -24112722.000000 Penalty: 6006.247070
	Iteration 168Q: 3 clusters Score -2.411272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -24112726.000000 Penalty: 6006.247070
	Iteration 169Q: 3 clusters Score -2.411273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 176072 members 
Entering Unmasked Estep 
Score: -24112724.000000 Penalty: 6006.247070
	Iteration 170Q: 3 clusters Score -2.411272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 176073 members 
Entering Unmasked Estep 
Score: -24112720.000000 Penalty: 6006.247070
	Iteration 171Q: 3 clusters Score -2.411272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -24112716.000000 Penalty: 6006.247070
	Iteration 172Q: 3 clusters Score -2.411272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -24112724.000000 Penalty: 6006.247070
	Iteration 173Q: 3 clusters Score -2.411272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 176076 members 
Entering Unmasked Estep 
Score: -24112712.000000 Penalty: 6006.247070
	Iteration 174Q: 3 clusters Score -2.411271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -24112714.000000 Penalty: 6006.247070
	Iteration 175Q: 3 clusters Score -2.411271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -24112718.000000 Penalty: 6006.247070
	Iteration 176Q: 3 clusters Score -2.411272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -24112728.000000 Penalty: 6006.247070
	Iteration 177Q: 3 clusters Score -2.411273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -24112710.000000 Penalty: 6006.247070
	Iteration 178Q: 3 clusters Score -2.411271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -24112728.000000 Penalty: 6006.247070
	Iteration 179Q: 3 clusters Score -2.411273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -24112724.000000 Penalty: 6006.247070
	Iteration 180F: 3 clusters Score -2.411272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 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 180 members 
Entering Unmasked Estep 
Score: -36411.683594 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36411.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36571.640625 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36571.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36629.640625 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -36629.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36653.718750 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36653.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36661.738281 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36661.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36675.285156 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36675.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36676.156250 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36676.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36677.945312 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -36677.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36677.945312 Penalty: 2882.325928
	Iteration 8F: 3 clusters Score -36677.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Entering Unmasked Estep 
Score: -12213740.000000 Penalty: 2832.124268
	Iteration 0F: 2 clusters Score -1.221374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -12152577.000000 Penalty: 5664.248535
	Iteration 0F: 3 clusters Score -1.215258e+07 nChanged 43025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -12177624.000000 Penalty: 5664.248535
	Iteration 1F: 3 clusters Score -1.217762e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -12178502.000000 Penalty: 5664.248535
	Iteration 2Q: 3 clusters Score -1.21785e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12179761.000000 Penalty: 5664.248535
	Iteration 3Q: 3 clusters Score -1.217976e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -12181857.000000 Penalty: 5664.248535
	Iteration 4Q: 3 clusters Score -1.218186e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -12185271.000000 Penalty: 5664.248535
	Iteration 5F: 3 clusters Score -1.218527e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -12190120.000000 Penalty: 5664.248535
	Iteration 6F: 3 clusters Score -1.219012e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -12196323.000000 Penalty: 5664.248535
	Iteration 7F: 3 clusters Score -1.219632e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -12202114.000000 Penalty: 5664.248535
	Iteration 8F: 3 clusters Score -1.220211e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -12206111.000000 Penalty: 5664.248535
	Iteration 9Q: 3 clusters Score -1.220611e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -12208397.000000 Penalty: 5664.248535
	Iteration 10Q: 3 clusters Score -1.22084e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -12209505.000000 Penalty: 5664.248535
	Iteration 11Q: 3 clusters Score -1.22095e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -12210133.000000 Penalty: 5664.248535
	Iteration 12Q: 3 clusters Score -1.221013e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -12210486.000000 Penalty: 5664.248535
	Iteration 13Q: 3 clusters Score -1.221049e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -12210711.000000 Penalty: 5664.248535
	Iteration 14Q: 3 clusters Score -1.221071e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -12210871.000000 Penalty: 5664.248535
	Iteration 15Q: 3 clusters Score -1.221087e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -12210975.000000 Penalty: 5664.248535
	Iteration 16Q: 3 clusters Score -1.221098e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -12211037.000000 Penalty: 5664.248535
	Iteration 17Q: 3 clusters Score -1.221104e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -12211102.000000 Penalty: 5664.248535
	Iteration 18Q: 3 clusters Score -1.22111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -12211148.000000 Penalty: 5664.248535
	Iteration 19Q: 3 clusters Score -1.221115e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -12211168.000000 Penalty: 5664.248535
	Iteration 20F: 3 clusters Score -1.221117e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -12211246.000000 Penalty: 5664.248535
	Iteration 21Q: 3 clusters Score -1.221125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -12211263.000000 Penalty: 5664.248535
	Iteration 22Q: 3 clusters Score -1.221126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -12211293.000000 Penalty: 5664.248535
	Iteration 23Q: 3 clusters Score -1.221129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -12211292.000000 Penalty: 5664.248535
	Iteration 24Q: 3 clusters Score -1.221129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -12211296.000000 Penalty: 5664.248535
	Iteration 25Q: 3 clusters Score -1.22113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -12211315.000000 Penalty: 5664.248535
	Iteration 26Q: 3 clusters Score -1.221132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -12211311.000000 Penalty: 5664.248535
	Iteration 27Q: 3 clusters Score -1.221131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -12211337.000000 Penalty: 5664.248535
	Iteration 28Q: 3 clusters Score -1.221134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -12211334.000000 Penalty: 5664.248535
	Iteration 29Q: 3 clusters Score -1.221133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -12211341.000000 Penalty: 5664.248535
	Iteration 30Q: 3 clusters Score -1.221134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -12211337.000000 Penalty: 5664.248535
	Iteration 31Q: 3 clusters Score -1.221134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -12211342.000000 Penalty: 5664.248535
	Iteration 32Q: 3 clusters Score -1.221134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -12211342.000000 Penalty: 5664.248535
	Iteration 33Q: 3 clusters Score -1.221134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -12211335.000000 Penalty: 5664.248535
	Iteration 34Q: 3 clusters Score -1.221134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -12211335.000000 Penalty: 5664.248535
	Iteration 35Q: 3 clusters Score -1.221134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -12211349.000000 Penalty: 5664.248535
	Iteration 36Q: 3 clusters Score -1.221135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -12211354.000000 Penalty: 5664.248535
	Iteration 37Q: 3 clusters Score -1.221135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -12211351.000000 Penalty: 5664.248535
	Iteration 38Q: 3 clusters Score -1.221135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -12211368.000000 Penalty: 5664.248535
	Iteration 39Q: 3 clusters Score -1.221137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -12211361.000000 Penalty: 5664.248535
	Iteration 40F: 3 clusters Score -1.221136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -12211359.000000 Penalty: 5664.248535
	Iteration 41Q: 3 clusters Score -1.221136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -12211365.000000 Penalty: 5664.248535
	Iteration 42Q: 3 clusters Score -1.221136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -12211368.000000 Penalty: 5664.248535
	Iteration 43Q: 3 clusters Score -1.221137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -12211368.000000 Penalty: 5664.248535
	Iteration 44Q: 3 clusters Score -1.221137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -12211363.000000 Penalty: 5664.248535
	Iteration 45Q: 3 clusters Score -1.221136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -12211369.000000 Penalty: 5664.248535
	Iteration 46Q: 3 clusters Score -1.221137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -12211362.000000 Penalty: 5664.248535
	Iteration 47Q: 3 clusters Score -1.221136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -12211366.000000 Penalty: 5664.248535
	Iteration 48Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -12211375.000000 Penalty: 5664.248535
	Iteration 49Q: 3 clusters Score -1.221138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -12211360.000000 Penalty: 5664.248535
	Iteration 50Q: 3 clusters Score -1.221136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -12211371.000000 Penalty: 5664.248535
	Iteration 51Q: 3 clusters Score -1.221137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -12211374.000000 Penalty: 5664.248535
	Iteration 52Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -12211373.000000 Penalty: 5664.248535
	Iteration 53Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -12211368.000000 Penalty: 5664.248535
	Iteration 54Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -12211376.000000 Penalty: 5664.248535
	Iteration 55Q: 3 clusters Score -1.221138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -12211373.000000 Penalty: 5664.248535
	Iteration 56Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -12211371.000000 Penalty: 5664.248535
	Iteration 57Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -12211376.000000 Penalty: 5664.248535
	Iteration 58Q: 3 clusters Score -1.221138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -12211374.000000 Penalty: 5664.248535
	Iteration 59Q: 3 clusters Score -1.221137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -12211372.000000 Penalty: 5664.248535
	Iteration 60F: 3 clusters Score -1.221137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Entering Unmasked Estep 
Score: -20583108.000000 Penalty: 2963.210205
	Iteration 0F: 2 clusters Score -2.058311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -20480696.000000 Penalty: 5926.420410
	Iteration 0F: 3 clusters Score -2.04807e+07 nChanged 73807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -20523342.000000 Penalty: 5926.420410
	Iteration 1F: 3 clusters Score -2.052334e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -20524234.000000 Penalty: 5926.420410
	Iteration 2Q: 3 clusters Score -2.052423e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -20525332.000000 Penalty: 5926.420410
	Iteration 3Q: 3 clusters Score -2.052533e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -20527304.000000 Penalty: 5926.420410
	Iteration 4Q: 3 clusters Score -2.05273e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -20530860.000000 Penalty: 5926.420410
	Iteration 5Q: 3 clusters Score -2.053086e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -20537638.000000 Penalty: 5926.420410
	Iteration 6F: 3 clusters Score -2.053764e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -20549160.000000 Penalty: 5926.420410
	Iteration 7F: 3 clusters Score -2.054916e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -20563588.000000 Penalty: 5926.420410
	Iteration 8F: 3 clusters Score -2.056359e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -20574436.000000 Penalty: 5926.420410
	Iteration 9F: 3 clusters Score -2.057444e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -20578742.000000 Penalty: 5926.420410
	Iteration 10Q: 3 clusters Score -2.057874e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 153985 members 
Entering Unmasked Estep 
Score: -20579948.000000 Penalty: 5926.420410
	Iteration 11Q: 3 clusters Score -2.057995e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -20580294.000000 Penalty: 5926.420410
	Iteration 12Q: 3 clusters Score -2.058029e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -20580386.000000 Penalty: 5926.420410
	Iteration 13Q: 3 clusters Score -2.058039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -20580422.000000 Penalty: 5926.420410
	Iteration 14Q: 3 clusters Score -2.058042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -20580464.000000 Penalty: 5926.420410
	Iteration 15Q: 3 clusters Score -2.058046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -20580486.000000 Penalty: 5926.420410
	Iteration 16Q: 3 clusters Score -2.058049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -20580498.000000 Penalty: 5926.420410
	Iteration 17Q: 3 clusters Score -2.05805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -20580496.000000 Penalty: 5926.420410
	Iteration 18Q: 3 clusters Score -2.05805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -20580496.000000 Penalty: 5926.420410
	Iteration 19F: 3 clusters Score -2.05805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -121411.070312 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -121411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119453.726562 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -119453.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119760.593750 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -119760.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119863.046875 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -119863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119925.703125 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -119925.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119953.875000 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -119953.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119964.093750 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -119964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119967.328125 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -119967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119970.289062 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -119970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119973.070312 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -119973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119974.250000 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -119974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119975.125000 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -119975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119975.125000 Penalty: 3426.742432
	Iteration 11F: 3 clusters Score -119975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1502837.375000 Penalty: 2314.671875
	Iteration 0F: 2 clusters Score -1502837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1494253.750000 Penalty: 4629.343750
	Iteration 0F: 3 clusters Score -1494254 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1496781.125000 Penalty: 4629.343750
	Iteration 1F: 3 clusters Score -1496781 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1497121.875000 Penalty: 4629.343750
	Iteration 2F: 3 clusters Score -1497122 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1497398.375000 Penalty: 4629.343750
	Iteration 3F: 3 clusters Score -1497398 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1497613.250000 Penalty: 4629.343750
	Iteration 4Q: 3 clusters Score -1497613 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1497824.750000 Penalty: 4629.343750
	Iteration 5Q: 3 clusters Score -1497825 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1498104.750000 Penalty: 4629.343750
	Iteration 6Q: 3 clusters Score -1498105 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1498443.625000 Penalty: 4629.343750
	Iteration 7Q: 3 clusters Score -1498444 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1498836.375000 Penalty: 4629.343750
	Iteration 8F: 3 clusters Score -1498836 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1499226.750000 Penalty: 4629.343750
	Iteration 9Q: 3 clusters Score -1499227 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1499628.000000 Penalty: 4629.343750
	Iteration 10Q: 3 clusters Score -1499628 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1499991.500000 Penalty: 4629.343750
	Iteration 11Q: 3 clusters Score -1499992 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1500302.750000 Penalty: 4629.343750
	Iteration 12Q: 3 clusters Score -1500303 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1500497.125000 Penalty: 4629.343750
	Iteration 13Q: 3 clusters Score -1500497 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1500622.875000 Penalty: 4629.343750
	Iteration 14Q: 3 clusters Score -1500623 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1500690.750000 Penalty: 4629.343750
	Iteration 15Q: 3 clusters Score -1500691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1500731.875000 Penalty: 4629.343750
	Iteration 16Q: 3 clusters Score -1500732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1500759.125000 Penalty: 4629.343750
	Iteration 17Q: 3 clusters Score -1500759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1500780.500000 Penalty: 4629.343750
	Iteration 18Q: 3 clusters Score -1500780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1500797.000000 Penalty: 4629.343750
	Iteration 19Q: 3 clusters Score -1500797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1500810.375000 Penalty: 4629.343750
	Iteration 20F: 3 clusters Score -1500810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1500822.875000 Penalty: 4629.343750
	Iteration 21Q: 3 clusters Score -1500823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1500833.375000 Penalty: 4629.343750
	Iteration 22Q: 3 clusters Score -1500833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1500847.875000 Penalty: 4629.343750
	Iteration 23Q: 3 clusters Score -1500848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1500853.375000 Penalty: 4629.343750
	Iteration 24Q: 3 clusters Score -1500853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1500859.750000 Penalty: 4629.343750
	Iteration 25Q: 3 clusters Score -1500860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1500874.875000 Penalty: 4629.343750
	Iteration 26Q: 3 clusters Score -1500875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1500881.125000 Penalty: 4629.343750
	Iteration 27Q: 3 clusters Score -1500881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1500885.125000 Penalty: 4629.343750
	Iteration 28Q: 3 clusters Score -1500885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1500891.625000 Penalty: 4629.343750
	Iteration 29Q: 3 clusters Score -1500892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1500902.000000 Penalty: 4629.343750
	Iteration 30Q: 3 clusters Score -1500902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1500911.500000 Penalty: 4629.343750
	Iteration 31Q: 3 clusters Score -1500912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1500913.500000 Penalty: 4629.343750
	Iteration 32Q: 3 clusters Score -1500914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1500919.875000 Penalty: 4629.343750
	Iteration 33Q: 3 clusters Score -1500920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1500924.250000 Penalty: 4629.343750
	Iteration 34Q: 3 clusters Score -1500924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1500929.000000 Penalty: 4629.343750
	Iteration 35Q: 3 clusters Score -1500929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1500929.500000 Penalty: 4629.343750
	Iteration 36Q: 3 clusters Score -1500930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1500931.250000 Penalty: 4629.343750
	Iteration 37Q: 3 clusters Score -1500931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1500932.500000 Penalty: 4629.343750
	Iteration 38Q: 3 clusters Score -1500932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1500935.250000 Penalty: 4629.343750
	Iteration 39Q: 3 clusters Score -1500935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1500938.250000 Penalty: 4629.343750
	Iteration 40F: 3 clusters Score -1500938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1500940.875000 Penalty: 4629.343750
	Iteration 41Q: 3 clusters Score -1500941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1500945.875000 Penalty: 4629.343750
	Iteration 42Q: 3 clusters Score -1500946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1500950.375000 Penalty: 4629.343750
	Iteration 43Q: 3 clusters Score -1500950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1500952.250000 Penalty: 4629.343750
	Iteration 44Q: 3 clusters Score -1500952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1500952.875000 Penalty: 4629.343750
	Iteration 45Q: 3 clusters Score -1500953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1500953.875000 Penalty: 4629.343750
	Iteration 46Q: 3 clusters Score -1500954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1500954.750000 Penalty: 4629.343750
	Iteration 47Q: 3 clusters Score -1500955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1500953.750000 Penalty: 4629.343750
	Iteration 48Q: 3 clusters Score -1500954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1500954.250000 Penalty: 4629.343750
	Iteration 49Q: 3 clusters Score -1500954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1500957.125000 Penalty: 4629.343750
	Iteration 50Q: 3 clusters Score -1500957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1500957.125000 Penalty: 4629.343750
	Iteration 51F: 3 clusters Score -1500957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -160431.703125 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -160431.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158294.968750 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -158295 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158626.828125 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -158626.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -158718.187500 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -158718.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158776.703125 Penalty: 3542.842529
	Iteration 3Q: 3 clusters Score -158776.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158809.625000 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -158809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158823.234375 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -158823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158841.015625 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -158841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158862.421875 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -158862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158872.000000 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -158872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158883.109375 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -158883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158899.328125 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -158899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158929.343750 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -158929.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158976.046875 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -158976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159047.203125 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -159047.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159133.765625 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -159133.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159261.562500 Penalty: 3542.842529
	Iteration 15F: 3 clusters Score -159261.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -159438.859375 Penalty: 3542.842529
	Iteration 16F: 3 clusters Score -159438.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -159600.171875 Penalty: 3542.842529
	Iteration 17F: 3 clusters Score -159600.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159787.515625 Penalty: 3542.842529
	Iteration 18Q: 3 clusters Score -159787.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -160010.062500 Penalty: 3542.842529
	Iteration 19Q: 3 clusters Score -160010.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -160205.234375 Penalty: 3542.842529
	Iteration 20F: 3 clusters Score -160205.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160300.828125 Penalty: 3542.842529
	Iteration 21Q: 3 clusters Score -160300.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160361.078125 Penalty: 3542.842529
	Iteration 22Q: 3 clusters Score -160361.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160411.890625 Penalty: 3542.842529
	Iteration 23Q: 3 clusters Score -160411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -160425.796875 Penalty: 3542.842529
	Iteration 24Q: 3 clusters Score -160425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160429.171875 Penalty: 3542.842529
	Iteration 25Q: 3 clusters Score -160429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160435.625000 Penalty: 3542.842529
	Iteration 26Q: 3 clusters Score -160435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160446.109375 Penalty: 3542.842529
	Iteration 27Q: 3 clusters Score -160446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160459.062500 Penalty: 3542.842529
	Iteration 28Q: 3 clusters Score -160459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160483.765625 Penalty: 3542.842529
	Iteration 29Q: 3 clusters Score -160483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160535.171875 Penalty: 3542.842529
	Iteration 30Q: 3 clusters Score -160535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -160603.781250 Penalty: 3542.842529
	Iteration 31Q: 3 clusters Score -160603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160654.875000 Penalty: 3542.842529
	Iteration 32Q: 3 clusters Score -160654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160678.765625 Penalty: 3542.842529
	Iteration 33Q: 3 clusters Score -160678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160689.656250 Penalty: 3542.842529
	Iteration 34Q: 3 clusters Score -160689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160692.234375 Penalty: 3542.842529
	Iteration 35Q: 3 clusters Score -160692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160692.234375 Penalty: 3542.842529
	Iteration 36F: 3 clusters Score -160692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 153568 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181565 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91113 members 
Mstep: Class 14 contains 154574 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117628 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115084 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
Score: -135260000.000000 Penalty: 78997.320312
Splitting cluster 17 changes total score from -135260736.000000 to -135260000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (23754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Entering Unmasked Estep 
Score: -3020315.750000 Penalty: 2498.725586
	Iteration 0F: 2 clusters Score -3020316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3003889.750000 Penalty: 4997.451172
	Iteration 0F: 3 clusters Score -3003890 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3009806.250000 Penalty: 4997.451172
	Iteration 1F: 3 clusters Score -3009806 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3010453.250000 Penalty: 4997.451172
	Iteration 2F: 3 clusters Score -3010453 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3011175.000000 Penalty: 4997.451172
	Iteration 3F: 3 clusters Score -3011175 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3012052.000000 Penalty: 4997.451172
	Iteration 4F: 3 clusters Score -3012052 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3013065.000000 Penalty: 4997.451172
	Iteration 5F: 3 clusters Score -3013065 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3014112.500000 Penalty: 4997.451172
	Iteration 6F: 3 clusters Score -3014112 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3014969.000000 Penalty: 4997.451172
	Iteration 7F: 3 clusters Score -3014969 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3015589.750000 Penalty: 4997.451172
	Iteration 8F: 3 clusters Score -3015590 nChanged 972
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3016195 nChanged 520
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3016339 nChanged 417
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Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3016674 nChanged 259
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11932 members 
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Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3016876 nChanged 204
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3016936 nChanged 215
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Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3017042 nChanged 187
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Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3017069 nChanged 173
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3017106 nChanged 159
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Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3017125 nChanged 149
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3017150 nChanged 147
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Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3017172 nChanged 149
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Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3017202 nChanged 161
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3017232 nChanged 142
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Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 13794 members 
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 13926 members 
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Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 14076 members 
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Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3017369 nChanged 172
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Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14409 members 
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	Iteration 35Q: 3 clusters Score -3017380 nChanged 171
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Mstep: Class 2 contains 14558 members 
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	Iteration 36Q: 3 clusters Score -3017408 nChanged 168
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Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 14700 members 
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Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14843 members 
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Mstep: Class 2 contains 15011 members 
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Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 15193 members 
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Mstep: Class 2 contains 15564 members 
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Mstep: Class 2 contains 15759 members 
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Mstep: Class 2 contains 15951 members 
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Mstep: Class 1 contains 7429 members 
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Mstep: Class 2 contains 16491 members 
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 16651 members 
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Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16809 members 
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 16964 members 
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 17109 members 
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Mstep: Class 2 contains 17257 members 
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Mstep: Class 1 contains 6044 members 
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	Iteration 55Q: 3 clusters Score -3018132 nChanged 153
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	Iteration 56Q: 3 clusters Score -3018178 nChanged 160
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Mstep: Class 1 contains 5739 members 
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	Iteration 57Q: 3 clusters Score -3018217 nChanged 156
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	Iteration 58Q: 3 clusters Score -3018238 nChanged 137
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	Iteration 59Q: 3 clusters Score -3018266 nChanged 131
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	Iteration 60F: 3 clusters Score -3018294 nChanged 130
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	Iteration 61Q: 3 clusters Score -3018314 nChanged 127
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	Iteration 62Q: 3 clusters Score -3018342 nChanged 128
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	Iteration 63Q: 3 clusters Score -3018365 nChanged 127
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	Iteration 65Q: 3 clusters Score -3018446 nChanged 132
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Mstep: Class 1 contains 4557 members 
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	Iteration 66Q: 3 clusters Score -3018480 nChanged 134
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	Iteration 69Q: 3 clusters Score -3018570 nChanged 94
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	Iteration 71Q: 3 clusters Score -3018618 nChanged 86
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	Iteration 72Q: 3 clusters Score -3018634 nChanged 81
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	Iteration 73Q: 3 clusters Score -3018651 nChanged 64
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	Iteration 75Q: 3 clusters Score -3018654 nChanged 53
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	Iteration 77Q: 3 clusters Score -3018676 nChanged 37
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	Iteration 78Q: 3 clusters Score -3018686 nChanged 34
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	Iteration 79Q: 3 clusters Score -3018686 nChanged 37
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	Iteration 80F: 3 clusters Score -3018696 nChanged 32
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	Iteration 81Q: 3 clusters Score -3018698 nChanged 33
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	Iteration 82Q: 3 clusters Score -3018697 nChanged 33
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	Iteration 83Q: 3 clusters Score -3018704 nChanged 33
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	Iteration 84Q: 3 clusters Score -3018709 nChanged 34
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	Iteration 85Q: 3 clusters Score -3018720 nChanged 36
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	Iteration 86Q: 3 clusters Score -3018724 nChanged 42
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	Iteration 87Q: 3 clusters Score -3018726 nChanged 32
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	Iteration 89Q: 3 clusters Score -3018738 nChanged 33
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	Iteration 90Q: 3 clusters Score -3018744 nChanged 36
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	Iteration 92Q: 3 clusters Score -3018764 nChanged 31
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	Iteration 93Q: 3 clusters Score -3018767 nChanged 37
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	Iteration 94Q: 3 clusters Score -3018777 nChanged 42
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	Iteration 96Q: 3 clusters Score -3018797 nChanged 37
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	Iteration 97Q: 3 clusters Score -3018806 nChanged 42
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	Iteration 98Q: 3 clusters Score -3018812 nChanged 37
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	Iteration 99Q: 3 clusters Score -3018814 nChanged 39
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	Iteration 100F: 3 clusters Score -3018822 nChanged 27
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Score: -3018834.500000 Penalty: 4997.451172
	Iteration 101Q: 3 clusters Score -3018834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3018839.750000 Penalty: 4997.451172
	Iteration 102Q: 3 clusters Score -3018840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3018838.750000 Penalty: 4997.451172
	Iteration 103Q: 3 clusters Score -3018839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3018836.000000 Penalty: 4997.451172
	Iteration 104Q: 3 clusters Score -3018836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3018842.250000 Penalty: 4997.451172
	Iteration 105Q: 3 clusters Score -3018842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3018843.000000 Penalty: 4997.451172
	Iteration 106Q: 3 clusters Score -3018843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3018844.750000 Penalty: 4997.451172
	Iteration 107Q: 3 clusters Score -3018845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3018848.750000 Penalty: 4997.451172
	Iteration 108Q: 3 clusters Score -3018849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3018858.750000 Penalty: 4997.451172
	Iteration 109Q: 3 clusters Score -3018859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3018869.250000 Penalty: 4997.451172
	Iteration 110Q: 3 clusters Score -3018869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3018876.500000 Penalty: 4997.451172
	Iteration 111Q: 3 clusters Score -3018876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3018889.500000 Penalty: 4997.451172
	Iteration 112Q: 3 clusters Score -3018890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3018899.750000 Penalty: 4997.451172
	Iteration 113Q: 3 clusters Score -3018900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3018904.000000 Penalty: 4997.451172
	Iteration 114Q: 3 clusters Score -3018904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3018910.250000 Penalty: 4997.451172
	Iteration 115Q: 3 clusters Score -3018910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3018917.000000 Penalty: 4997.451172
	Iteration 116Q: 3 clusters Score -3018917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3018924.000000 Penalty: 4997.451172
	Iteration 117Q: 3 clusters Score -3018924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3018931.750000 Penalty: 4997.451172
	Iteration 118Q: 3 clusters Score -3018932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3018935.000000 Penalty: 4997.451172
	Iteration 119Q: 3 clusters Score -3018935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3018942.000000 Penalty: 4997.451172
	Iteration 120F: 3 clusters Score -3018942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3018953.750000 Penalty: 4997.451172
	Iteration 121Q: 3 clusters Score -3018954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3018970.500000 Penalty: 4997.451172
	Iteration 122Q: 3 clusters Score -3018970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3018985.000000 Penalty: 4997.451172
	Iteration 123Q: 3 clusters Score -3018985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3018988.500000 Penalty: 4997.451172
	Iteration 124Q: 3 clusters Score -3018988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3018991.250000 Penalty: 4997.451172
	Iteration 125Q: 3 clusters Score -3018991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3019008.250000 Penalty: 4997.451172
	Iteration 126Q: 3 clusters Score -3019008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3019011.750000 Penalty: 4997.451172
	Iteration 127Q: 3 clusters Score -3019012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3019007.000000 Penalty: 4997.451172
	Iteration 128Q: 3 clusters Score -3019007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3019017.250000 Penalty: 4997.451172
	Iteration 129Q: 3 clusters Score -3019017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3019021.000000 Penalty: 4997.451172
	Iteration 130Q: 3 clusters Score -3019021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3019030.000000 Penalty: 4997.451172
	Iteration 131Q: 3 clusters Score -3019030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3019026.750000 Penalty: 4997.451172
	Iteration 132Q: 3 clusters Score -3019027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3019030.750000 Penalty: 4997.451172
	Iteration 133Q: 3 clusters Score -3019031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3019029.750000 Penalty: 4997.451172
	Iteration 134Q: 3 clusters Score -3019030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3019032.750000 Penalty: 4997.451172
	Iteration 135Q: 3 clusters Score -3019033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3019037.750000 Penalty: 4997.451172
	Iteration 136Q: 3 clusters Score -3019038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3019040.250000 Penalty: 4997.451172
	Iteration 137Q: 3 clusters Score -3019040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3019047.000000 Penalty: 4997.451172
	Iteration 138Q: 3 clusters Score -3019047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3019042.000000 Penalty: 4997.451172
	Iteration 139Q: 3 clusters Score -3019042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3019049.750000 Penalty: 4997.451172
	Iteration 140F: 3 clusters Score -3019050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3019054.000000 Penalty: 4997.451172
	Iteration 141Q: 3 clusters Score -3019054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3019057.500000 Penalty: 4997.451172
	Iteration 142Q: 3 clusters Score -3019058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3019065.750000 Penalty: 4997.451172
	Iteration 143Q: 3 clusters Score -3019066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3019060.000000 Penalty: 4997.451172
	Iteration 144Q: 3 clusters Score -3019060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3019062.250000 Penalty: 4997.451172
	Iteration 145Q: 3 clusters Score -3019062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3019062.000000 Penalty: 4997.451172
	Iteration 146Q: 3 clusters Score -3019062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3019062.750000 Penalty: 4997.451172
	Iteration 147Q: 3 clusters Score -3019063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3019066.250000 Penalty: 4997.451172
	Iteration 148Q: 3 clusters Score -3019066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3019065.500000 Penalty: 4997.451172
	Iteration 149Q: 3 clusters Score -3019066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3019067.250000 Penalty: 4997.451172
	Iteration 150Q: 3 clusters Score -3019067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3019067.250000 Penalty: 4997.451172
	Iteration 151F: 3 clusters Score -3019067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Entering Unmasked Estep 
Score: -15706345.000000 Penalty: 2895.469971
	Iteration 0F: 2 clusters Score -1.570634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -15627990.000000 Penalty: 5790.939941
	Iteration 0F: 3 clusters Score -1.562799e+07 nChanged 55603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -15659893.000000 Penalty: 5790.939941
	Iteration 1F: 3 clusters Score -1.565989e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -15660503.000000 Penalty: 5790.939941
	Iteration 2Q: 3 clusters Score -1.56605e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -15661266.000000 Penalty: 5790.939941
	Iteration 3Q: 3 clusters Score -1.566127e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -15662449.000000 Penalty: 5790.939941
	Iteration 4Q: 3 clusters Score -1.566245e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -15664201.000000 Penalty: 5790.939941
	Iteration 5Q: 3 clusters Score -1.56642e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -15667395.000000 Penalty: 5790.939941
	Iteration 6Q: 3 clusters Score -1.56674e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -15672816.000000 Penalty: 5790.939941
	Iteration 7F: 3 clusters Score -1.567282e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -15680666.000000 Penalty: 5790.939941
	Iteration 8F: 3 clusters Score -1.568067e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -15689557.000000 Penalty: 5790.939941
	Iteration 9F: 3 clusters Score -1.568956e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -15696385.000000 Penalty: 5790.939941
	Iteration 10F: 3 clusters Score -1.569638e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 113504 members 
Entering Unmasked Estep 
Score: -15700429.000000 Penalty: 5790.939941
	Iteration 11Q: 3 clusters Score -1.570043e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -15702364.000000 Penalty: 5790.939941
	Iteration 12Q: 3 clusters Score -1.570236e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -15703094.000000 Penalty: 5790.939941
	Iteration 13Q: 3 clusters Score -1.570309e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -15703385.000000 Penalty: 5790.939941
	Iteration 14Q: 3 clusters Score -1.570338e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -15703533.000000 Penalty: 5790.939941
	Iteration 15Q: 3 clusters Score -1.570353e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -15703627.000000 Penalty: 5790.939941
	Iteration 16Q: 3 clusters Score -1.570363e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -15703673.000000 Penalty: 5790.939941
	Iteration 17Q: 3 clusters Score -1.570367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -15703702.000000 Penalty: 5790.939941
	Iteration 18Q: 3 clusters Score -1.57037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -15703713.000000 Penalty: 5790.939941
	Iteration 19Q: 3 clusters Score -1.570371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 117219 members 
Entering Unmasked Estep 
Score: -15703737.000000 Penalty: 5790.939941
	Iteration 20F: 3 clusters Score -1.570374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -15703742.000000 Penalty: 5790.939941
	Iteration 21Q: 3 clusters Score -1.570374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 117230 members 
Entering Unmasked Estep 
Score: -15703751.000000 Penalty: 5790.939941
	Iteration 22Q: 3 clusters Score -1.570375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -15703750.000000 Penalty: 5790.939941
	Iteration 23Q: 3 clusters Score -1.570375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -15703765.000000 Penalty: 5790.939941
	Iteration 24Q: 3 clusters Score -1.570376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -15703760.000000 Penalty: 5790.939941
	Iteration 25Q: 3 clusters Score -1.570376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -15703768.000000 Penalty: 5790.939941
	Iteration 26Q: 3 clusters Score -1.570377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -15703770.000000 Penalty: 5790.939941
	Iteration 27Q: 3 clusters Score -1.570377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -15703775.000000 Penalty: 5790.939941
	Iteration 28Q: 3 clusters Score -1.570378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 117247 members 
Entering Unmasked Estep 
Score: -15703775.000000 Penalty: 5790.939941
	Iteration 29Q: 3 clusters Score -1.570378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -15703774.000000 Penalty: 5790.939941
	Iteration 30Q: 3 clusters Score -1.570377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -15703782.000000 Penalty: 5790.939941
	Iteration 31Q: 3 clusters Score -1.570378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -15703796.000000 Penalty: 5790.939941
	Iteration 32Q: 3 clusters Score -1.57038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -15703803.000000 Penalty: 5790.939941
	Iteration 33Q: 3 clusters Score -1.57038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -15703797.000000 Penalty: 5790.939941
	Iteration 34Q: 3 clusters Score -1.57038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -15703792.000000 Penalty: 5790.939941
	Iteration 35Q: 3 clusters Score -1.570379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -15703790.000000 Penalty: 5790.939941
	Iteration 36Q: 3 clusters Score -1.570379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -15703795.000000 Penalty: 5790.939941
	Iteration 37Q: 3 clusters Score -1.57038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -15703801.000000 Penalty: 5790.939941
	Iteration 38Q: 3 clusters Score -1.57038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -15703799.000000 Penalty: 5790.939941
	Iteration 39Q: 3 clusters Score -1.57038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -15703790.000000 Penalty: 5790.939941
	Iteration 40F: 3 clusters Score -1.570379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -15703804.000000 Penalty: 5790.939941
	Iteration 41Q: 3 clusters Score -1.57038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -15703807.000000 Penalty: 5790.939941
	Iteration 42Q: 3 clusters Score -1.570381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -15703814.000000 Penalty: 5790.939941
	Iteration 43Q: 3 clusters Score -1.570381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 117268 members 
Entering Unmasked Estep 
Score: -15703824.000000 Penalty: 5790.939941
	Iteration 44Q: 3 clusters Score -1.570382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -15703826.000000 Penalty: 5790.939941
	Iteration 45Q: 3 clusters Score -1.570383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -15703828.000000 Penalty: 5790.939941
	Iteration 46Q: 3 clusters Score -1.570383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -15703825.000000 Penalty: 5790.939941
	Iteration 47Q: 3 clusters Score -1.570382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -15703830.000000 Penalty: 5790.939941
	Iteration 48Q: 3 clusters Score -1.570383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -15703837.000000 Penalty: 5790.939941
	Iteration 49Q: 3 clusters Score -1.570384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -15703842.000000 Penalty: 5790.939941
	Iteration 50Q: 3 clusters Score -1.570384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -15703851.000000 Penalty: 5790.939941
	Iteration 51Q: 3 clusters Score -1.570385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -15703850.000000 Penalty: 5790.939941
	Iteration 52Q: 3 clusters Score -1.570385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703851.000000 Penalty: 5790.939941
	Iteration 53Q: 3 clusters Score -1.570385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 117282 members 
Entering Unmasked Estep 
Score: -15703860.000000 Penalty: 5790.939941
	Iteration 54Q: 3 clusters Score -1.570386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -15703849.000000 Penalty: 5790.939941
	Iteration 55Q: 3 clusters Score -1.570385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 117283 members 
Entering Unmasked Estep 
Score: -15703852.000000 Penalty: 5790.939941
	Iteration 56Q: 3 clusters Score -1.570385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703854.000000 Penalty: 5790.939941
	Iteration 57Q: 3 clusters Score -1.570385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -15703854.000000 Penalty: 5790.939941
	Iteration 58Q: 3 clusters Score -1.570385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -15703867.000000 Penalty: 5790.939941
	Iteration 59Q: 3 clusters Score -1.570387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -15703863.000000 Penalty: 5790.939941
	Iteration 60F: 3 clusters Score -1.570386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -15703868.000000 Penalty: 5790.939941
	Iteration 61Q: 3 clusters Score -1.570387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703867.000000 Penalty: 5790.939941
	Iteration 62Q: 3 clusters Score -1.570387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703863.000000 Penalty: 5790.939941
	Iteration 63Q: 3 clusters Score -1.570386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 117282 members 
Entering Unmasked Estep 
Score: -15703869.000000 Penalty: 5790.939941
	Iteration 64Q: 3 clusters Score -1.570387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703868.000000 Penalty: 5790.939941
	Iteration 65Q: 3 clusters Score -1.570387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -15703868.000000 Penalty: 5790.939941
	Iteration 66F: 3 clusters Score -1.570387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86566.585938 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86566.59 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86799.257812 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86799.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86863.914062 Penalty: 3275.556152
	Iteration 2Q: 3 clusters Score -86863.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86902.992188 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86902.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86929.070312 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86929.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86937.882812 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86937.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86938.875000 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86938.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86938.875000 Penalty: 3275.556152
	Iteration 7F: 3 clusters Score -86938.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 22490 members 
Mstep: Class 4 contains 153568 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 55331 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 181565 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91113 members 
Mstep: Class 14 contains 154574 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 117628 members 
Mstep: Class 20 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269520.000000 Penalty: 75562.656250
Iteration 239Q: 23 clusters Score -1.352695e+08 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 154424 members 
Mstep: Class 5 contains 47266 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 55344 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 181754 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91125 members 
Mstep: Class 14 contains 154543 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11199 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 23625 members 
Mstep: Class 19 contains 118008 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114537 members 
Mstep: Class 22 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135274272.000000 Penalty: 75562.656250
Iteration 240F: 23 clusters Score -1.352743e+08 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 22538 members 
Mstep: Class 4 contains 154975 members 
Mstep: Class 5 contains 47380 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 55301 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 181674 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91159 members 
Mstep: Class 14 contains 154336 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 16 contains 11123 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 23466 members 
Mstep: Class 19 contains 118319 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114247 members 
Mstep: Class 22 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135276192.000000 Penalty: 75562.656250
Iteration 241Q: 23 clusters Score -1.352762e+08 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 155383 members 
Mstep: Class 5 contains 47498 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 55219 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 181555 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91169 members 
Mstep: Class 14 contains 154145 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 11062 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 23314 members 
Mstep: Class 19 contains 118556 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114196 members 
Mstep: Class 22 contains 1656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135277248.000000 Penalty: 75562.656250
Iteration 242Q: 23 clusters Score -1.352772e+08 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 22612 members 
Mstep: Class 4 contains 155635 members 
Mstep: Class 5 contains 47607 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1189 members 
Mstep: Class 8 contains 55122 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 2646 members 
Mstep: Class 11 contains 181335 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91239 members 
Mstep: Class 14 contains 153936 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 1332 members 
Mstep: Class 18 contains 23189 members 
Mstep: Class 19 contains 118782 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114287 members 
Mstep: Class 22 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135277968.000000 Penalty: 75562.656250
Iteration 243Q: 23 clusters Score -1.35278e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 155785 members 
Mstep: Class 5 contains 47707 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 55046 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 181194 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91268 members 
Mstep: Class 14 contains 153719 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 16 contains 10945 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 23105 members 
Mstep: Class 19 contains 118973 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114372 members 
Mstep: Class 22 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135278544.000000 Penalty: 75562.656250
Iteration 244Q: 23 clusters Score -1.352785e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 155893 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 54983 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2635 members 
Mstep: Class 11 contains 181072 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91299 members 
Mstep: Class 14 contains 153483 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10909 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 23032 members 
Mstep: Class 19 contains 119112 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114506 members 
Mstep: Class 22 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135278752.000000 Penalty: 75562.656250
Iteration 245Q: 23 clusters Score -1.352788e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 22653 members 
Mstep: Class 4 contains 155903 members 
Mstep: Class 5 contains 47815 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 54924 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 180963 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91343 members 
Mstep: Class 14 contains 153227 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10854 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 22960 members 
Mstep: Class 19 contains 119293 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114743 members 
Mstep: Class 22 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279008.000000 Penalty: 75562.656250
Iteration 246Q: 23 clusters Score -1.35279e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 22667 members 
Mstep: Class 4 contains 155857 members 
Mstep: Class 5 contains 47863 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 54882 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 180910 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91403 members 
Mstep: Class 14 contains 152974 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10800 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 22893 members 
Mstep: Class 19 contains 119419 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 114960 members 
Mstep: Class 22 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279280.000000 Penalty: 75562.656250
Iteration 247Q: 23 clusters Score -1.352793e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 155767 members 
Mstep: Class 5 contains 47893 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 54841 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 180890 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91451 members 
Mstep: Class 14 contains 152710 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10770 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22851 members 
Mstep: Class 19 contains 119509 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115189 members 
Mstep: Class 22 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279120.000000 Penalty: 75562.656250
Iteration 248Q: 23 clusters Score -1.352791e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 22691 members 
Mstep: Class 4 contains 155705 members 
Mstep: Class 5 contains 47930 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1219 members 
Mstep: Class 8 contains 54806 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 180854 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91490 members 
Mstep: Class 14 contains 152451 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10736 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22825 members 
Mstep: Class 19 contains 119570 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115449 members 
Mstep: Class 22 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279440.000000 Penalty: 75562.656250
Iteration 249Q: 23 clusters Score -1.352794e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 4732 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 155637 members 
Mstep: Class 5 contains 47949 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 54775 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 2607 members 
Mstep: Class 11 contains 180833 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91559 members 
Mstep: Class 14 contains 152224 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10690 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22804 members 
Mstep: Class 19 contains 119604 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115648 members 
Mstep: Class 22 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279344.000000 Penalty: 75562.656250
Iteration 250Q: 23 clusters Score -1.352793e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 155536 members 
Mstep: Class 5 contains 47968 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 54748 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 180825 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91586 members 
Mstep: Class 14 contains 152021 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10648 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22801 members 
Mstep: Class 19 contains 119635 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 115871 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279440.000000 Penalty: 75562.656250
Iteration 251Q: 23 clusters Score -1.352794e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 22698 members 
Mstep: Class 4 contains 155425 members 
Mstep: Class 5 contains 47984 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 54724 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 180832 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91609 members 
Mstep: Class 14 contains 151846 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10608 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22807 members 
Mstep: Class 19 contains 119682 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116036 members 
Mstep: Class 22 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 75562.656250
Iteration 252Q: 23 clusters Score -1.352796e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 155340 members 
Mstep: Class 5 contains 47995 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 54694 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 180837 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91633 members 
Mstep: Class 14 contains 151680 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10571 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22788 members 
Mstep: Class 19 contains 119735 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116220 members 
Mstep: Class 22 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279888.000000 Penalty: 75562.656250
Iteration 253Q: 23 clusters Score -1.352799e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 22702 members 
Mstep: Class 4 contains 155253 members 
Mstep: Class 5 contains 47999 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 54680 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 180837 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91653 members 
Mstep: Class 14 contains 151496 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22781 members 
Mstep: Class 19 contains 119789 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116407 members 
Mstep: Class 22 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279936.000000 Penalty: 75562.656250
Iteration 254Q: 23 clusters Score -1.352799e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 22706 members 
Mstep: Class 4 contains 155163 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 54662 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 180851 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91675 members 
Mstep: Class 14 contains 151293 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 22774 members 
Mstep: Class 19 contains 119847 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116589 members 
Mstep: Class 22 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280032.000000 Penalty: 75562.656250
Iteration 255Q: 23 clusters Score -1.3528e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 22705 members 
Mstep: Class 4 contains 155071 members 
Mstep: Class 5 contains 48010 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 54649 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 180886 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91676 members 
Mstep: Class 14 contains 151101 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 119899 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116772 members 
Mstep: Class 22 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 75562.656250
Iteration 256Q: 23 clusters Score -1.352803e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 3 contains 22715 members 
Mstep: Class 4 contains 154999 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 54627 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 180956 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91675 members 
Mstep: Class 14 contains 150895 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 119964 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 116895 members 
Mstep: Class 22 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 75562.656250
Iteration 257Q: 23 clusters Score -1.352801e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 22723 members 
Mstep: Class 4 contains 154921 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 54606 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 181021 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91683 members 
Mstep: Class 14 contains 150727 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117006 members 
Mstep: Class 22 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280064.000000 Penalty: 75562.656250
Iteration 258Q: 23 clusters Score -1.352801e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 22725 members 
Mstep: Class 4 contains 154892 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 54587 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 181062 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91701 members 
Mstep: Class 14 contains 150562 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120031 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117116 members 
Mstep: Class 22 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280096.000000 Penalty: 75562.656250
Iteration 259Q: 23 clusters Score -1.352801e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 154862 members 
Mstep: Class 5 contains 48032 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 54564 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 181114 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91718 members 
Mstep: Class 14 contains 150402 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22763 members 
Mstep: Class 19 contains 120056 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117206 members 
Mstep: Class 22 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280048.000000 Penalty: 75562.656250
Iteration 260F: 23 clusters Score -1.3528e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 154845 members 
Mstep: Class 5 contains 48050 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 54544 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 181156 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91736 members 
Mstep: Class 14 contains 150256 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 120076 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117271 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 75562.656250
Iteration 261Q: 23 clusters Score -1.352798e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 22723 members 
Mstep: Class 4 contains 154808 members 
Mstep: Class 5 contains 48065 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 54521 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 181222 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91746 members 
Mstep: Class 14 contains 150112 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10435 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120115 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117336 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279984.000000 Penalty: 75562.656250
Iteration 262Q: 23 clusters Score -1.3528e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 154785 members 
Mstep: Class 5 contains 48072 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 54510 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 181297 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91753 members 
Mstep: Class 14 contains 149955 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10411 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120150 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117399 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280032.000000 Penalty: 75562.656250
Iteration 263Q: 23 clusters Score -1.3528e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 154762 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 54512 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181348 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91764 members 
Mstep: Class 14 contains 149853 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10384 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120156 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117462 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280000.000000 Penalty: 75562.656250
Iteration 264Q: 23 clusters Score -1.3528e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 154742 members 
Mstep: Class 5 contains 48084 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 54506 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181395 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91773 members 
Mstep: Class 14 contains 149750 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10365 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22762 members 
Mstep: Class 19 contains 120170 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117519 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279952.000000 Penalty: 75562.656250
Iteration 265Q: 23 clusters Score -1.3528e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 154712 members 
Mstep: Class 5 contains 48086 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54498 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181448 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91779 members 
Mstep: Class 14 contains 149681 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120158 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117570 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280048.000000 Penalty: 75562.656250
Iteration 266Q: 23 clusters Score -1.3528e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 22726 members 
Mstep: Class 4 contains 154673 members 
Mstep: Class 5 contains 48088 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54491 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181514 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91786 members 
Mstep: Class 14 contains 149607 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120151 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117627 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280048.000000 Penalty: 75562.656250
Iteration 267Q: 23 clusters Score -1.3528e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 22728 members 
Mstep: Class 4 contains 154645 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54487 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181570 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91777 members 
Mstep: Class 14 contains 149535 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22775 members 
Mstep: Class 19 contains 120145 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117688 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280096.000000 Penalty: 75562.656250
Iteration 268Q: 23 clusters Score -1.352801e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 22728 members 
Mstep: Class 4 contains 154606 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54476 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 181634 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91776 members 
Mstep: Class 14 contains 149474 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10293 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120146 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117748 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279904.000000 Penalty: 75562.656250
Iteration 269Q: 23 clusters Score -1.352799e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 154580 members 
Mstep: Class 5 contains 48080 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54476 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 181682 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91766 members 
Mstep: Class 14 contains 149413 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10281 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22772 members 
Mstep: Class 19 contains 120143 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117799 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280064.000000 Penalty: 75562.656250
Iteration 270Q: 23 clusters Score -1.352801e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 154537 members 
Mstep: Class 5 contains 48087 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54471 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 181741 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91767 members 
Mstep: Class 14 contains 149349 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10267 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22773 members 
Mstep: Class 19 contains 120141 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117847 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280032.000000 Penalty: 75562.656250
Iteration 271Q: 23 clusters Score -1.3528e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 22725 members 
Mstep: Class 4 contains 154514 members 
Mstep: Class 5 contains 48089 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54470 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 181801 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91754 members 
Mstep: Class 14 contains 149296 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120133 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117896 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279984.000000 Penalty: 75562.656250
Iteration 272Q: 23 clusters Score -1.3528e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 154491 members 
Mstep: Class 5 contains 48081 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54464 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 181875 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91745 members 
Mstep: Class 14 contains 149240 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120123 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117934 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 75562.656250
Iteration 273Q: 23 clusters Score -1.352799e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22730 members 
Mstep: Class 4 contains 154453 members 
Mstep: Class 5 contains 48081 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54459 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2569 members 
Mstep: Class 11 contains 181930 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91747 members 
Mstep: Class 14 contains 149195 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10231 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120129 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117967 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 75562.656250
Iteration 274Q: 23 clusters Score -1.352799e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 154432 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54456 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 181985 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91747 members 
Mstep: Class 14 contains 149154 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22775 members 
Mstep: Class 19 contains 120129 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 117997 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280080.000000 Penalty: 75562.656250
Iteration 275Q: 23 clusters Score -1.352801e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22729 members 
Mstep: Class 4 contains 154401 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54455 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 182040 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91746 members 
Mstep: Class 14 contains 149130 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10213 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120110 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118032 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 75562.656250
Iteration 276Q: 23 clusters Score -1.352801e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 154377 members 
Mstep: Class 5 contains 48078 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54449 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 182107 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91743 members 
Mstep: Class 14 contains 149095 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22773 members 
Mstep: Class 19 contains 120102 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118054 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 75562.656250
Iteration 277Q: 23 clusters Score -1.352802e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22723 members 
Mstep: Class 4 contains 154353 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54449 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 182180 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91740 members 
Mstep: Class 14 contains 149063 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10193 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120092 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118068 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280176.000000 Penalty: 75562.656250
Iteration 278Q: 23 clusters Score -1.352802e+08 nChanged 304
Entering ConstructFrom: 
Score: -135280176.000000 Penalty: 75562.656250
Entering ConstructFrom: 
Trying to split cluster 1 (45669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Entering Unmasked Estep 
Score: -6152028.500000 Penalty: 2660.835205
	Iteration 0F: 2 clusters Score -6152028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -6121089.500000 Penalty: 5321.670410
	Iteration 0F: 3 clusters Score -6121090 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -6132735.500000 Penalty: 5321.670410
	Iteration 1F: 3 clusters Score -6132736 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6133151.000000 Penalty: 5321.670410
	Iteration 2Q: 3 clusters Score -6133151 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6133582.000000 Penalty: 5321.670410
	Iteration 3Q: 3 clusters Score -6133582 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6133964.000000 Penalty: 5321.670410
	Iteration 4Q: 3 clusters Score -6133964 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6134348.000000 Penalty: 5321.670410
	Iteration 5Q: 3 clusters Score -6134348 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6134830.000000 Penalty: 5321.670410
	Iteration 6Q: 3 clusters Score -6134830 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6135381.500000 Penalty: 5321.670410
	Iteration 7Q: 3 clusters Score -6135382 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -6136081.000000 Penalty: 5321.670410
	Iteration 8Q: 3 clusters Score -6136081 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6137003.000000 Penalty: 5321.670410
	Iteration 9Q: 3 clusters Score -6137003 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -6138254.500000 Penalty: 5321.670410
	Iteration 10Q: 3 clusters Score -6138254 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6139899.000000 Penalty: 5321.670410
	Iteration 11F: 3 clusters Score -6139899 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6141590.000000 Penalty: 5321.670410
	Iteration 12F: 3 clusters Score -6141590 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -6142817.000000 Penalty: 5321.670410
	Iteration 13Q: 3 clusters Score -6142817 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6143526.000000 Penalty: 5321.670410
	Iteration 14Q: 3 clusters Score -6143526 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -6143837.500000 Penalty: 5321.670410
	Iteration 15Q: 3 clusters Score -6143838 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -6144112.000000 Penalty: 5321.670410
	Iteration 16Q: 3 clusters Score -6144112 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6144275.500000 Penalty: 5321.670410
	Iteration 17Q: 3 clusters Score -6144276 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6144443.500000 Penalty: 5321.670410
	Iteration 18Q: 3 clusters Score -6144444 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -6144594.500000 Penalty: 5321.670410
	Iteration 19Q: 3 clusters Score -6144594 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -6144766.500000 Penalty: 5321.670410
	Iteration 20F: 3 clusters Score -6144766 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6144896.000000 Penalty: 5321.670410
	Iteration 21Q: 3 clusters Score -6144896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6145054.000000 Penalty: 5321.670410
	Iteration 22Q: 3 clusters Score -6145054 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6145169.500000 Penalty: 5321.670410
	Iteration 23Q: 3 clusters Score -6145170 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6145310.500000 Penalty: 5321.670410
	Iteration 24Q: 3 clusters Score -6145310 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -6145452.000000 Penalty: 5321.670410
	Iteration 25Q: 3 clusters Score -6145452 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -6145619.500000 Penalty: 5321.670410
	Iteration 26Q: 3 clusters Score -6145620 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -6145778.000000 Penalty: 5321.670410
	Iteration 27Q: 3 clusters Score -6145778 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -6145922.000000 Penalty: 5321.670410
	Iteration 28Q: 3 clusters Score -6145922 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6146078.500000 Penalty: 5321.670410
	Iteration 29Q: 3 clusters Score -6146078 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -6146225.000000 Penalty: 5321.670410
	Iteration 30Q: 3 clusters Score -6146225 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -6146439.000000 Penalty: 5321.670410
	Iteration 31Q: 3 clusters Score -6146439 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -6146638.500000 Penalty: 5321.670410
	Iteration 32Q: 3 clusters Score -6146638 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -6146838.500000 Penalty: 5321.670410
	Iteration 33Q: 3 clusters Score -6146838 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -6147060.000000 Penalty: 5321.670410
	Iteration 34Q: 3 clusters Score -6147060 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -6147288.000000 Penalty: 5321.670410
	Iteration 35Q: 3 clusters Score -6147288 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -6147500.000000 Penalty: 5321.670410
	Iteration 36Q: 3 clusters Score -6147500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -6147737.500000 Penalty: 5321.670410
	Iteration 37Q: 3 clusters Score -6147738 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -6147987.000000 Penalty: 5321.670410
	Iteration 38Q: 3 clusters Score -6147987 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -6148218.000000 Penalty: 5321.670410
	Iteration 39Q: 3 clusters Score -6148218 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6148460.000000 Penalty: 5321.670410
	Iteration 40F: 3 clusters Score -6148460 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -6148690.000000 Penalty: 5321.670410
	Iteration 41Q: 3 clusters Score -6148690 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -6148899.000000 Penalty: 5321.670410
	Iteration 42Q: 3 clusters Score -6148899 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -6149083.500000 Penalty: 5321.670410
	Iteration 43Q: 3 clusters Score -6149084 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -6149212.500000 Penalty: 5321.670410
	Iteration 44Q: 3 clusters Score -6149212 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -6149322.500000 Penalty: 5321.670410
	Iteration 45Q: 3 clusters Score -6149322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -6149410.500000 Penalty: 5321.670410
	Iteration 46Q: 3 clusters Score -6149410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -6149483.000000 Penalty: 5321.670410
	Iteration 47Q: 3 clusters Score -6149483 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -6149527.000000 Penalty: 5321.670410
	Iteration 48Q: 3 clusters Score -6149527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -6149578.000000 Penalty: 5321.670410
	Iteration 49Q: 3 clusters Score -6149578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -6149607.000000 Penalty: 5321.670410
	Iteration 50Q: 3 clusters Score -6149607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -6149627.500000 Penalty: 5321.670410
	Iteration 51Q: 3 clusters Score -6149628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -6149635.000000 Penalty: 5321.670410
	Iteration 52Q: 3 clusters Score -6149635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -6149658.000000 Penalty: 5321.670410
	Iteration 53Q: 3 clusters Score -6149658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -6149678.500000 Penalty: 5321.670410
	Iteration 54Q: 3 clusters Score -6149678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6149697.500000 Penalty: 5321.670410
	Iteration 55Q: 3 clusters Score -6149698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6149709.000000 Penalty: 5321.670410
	Iteration 56Q: 3 clusters Score -6149709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -6149731.000000 Penalty: 5321.670410
	Iteration 57Q: 3 clusters Score -6149731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -6149731.000000 Penalty: 5321.670410
	Iteration 58Q: 3 clusters Score -6149731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6149738.000000 Penalty: 5321.670410
	Iteration 59Q: 3 clusters Score -6149738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6149746.500000 Penalty: 5321.670410
	Iteration 60F: 3 clusters Score -6149746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6149755.000000 Penalty: 5321.670410
	Iteration 61Q: 3 clusters Score -6149755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6149761.500000 Penalty: 5321.670410
	Iteration 62Q: 3 clusters Score -6149762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -6149769.500000 Penalty: 5321.670410
	Iteration 63Q: 3 clusters Score -6149770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -6149776.500000 Penalty: 5321.670410
	Iteration 64Q: 3 clusters Score -6149776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6149779.000000 Penalty: 5321.670410
	Iteration 65Q: 3 clusters Score -6149779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -6149784.000000 Penalty: 5321.670410
	Iteration 66Q: 3 clusters Score -6149784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6149781.000000 Penalty: 5321.670410
	Iteration 67Q: 3 clusters Score -6149781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6149781.000000 Penalty: 5321.670410
	Iteration 68F: 3 clusters Score -6149781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -611382.437500 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -611382.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -607019.500000 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -607019.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -608140.812500 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -608140.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -608507.000000 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -608507 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -608732.312500 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -608732.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -608878.875000 Penalty: 4204.693359
	Iteration 4Q: 3 clusters Score -608878.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -609009.875000 Penalty: 4204.693359
	Iteration 5Q: 3 clusters Score -609009.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -609125.562500 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -609125.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -609243.125000 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -609243.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -609348.500000 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -609348.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -609442.312500 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -609442.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -609520.437500 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -609520.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -609597.562500 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -609597.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -609667.062500 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -609667.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -609721.062500 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -609721.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -609761.625000 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -609761.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -609789.500000 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -609789.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -609810.437500 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -609810.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -609826.500000 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -609826.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -609839.312500 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -609839.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -609850.312500 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -609850.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -609859.437500 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -609859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -609868.937500 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -609868.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -609884.187500 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -609884.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -609897.875000 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -609897.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -609917.812500 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -609917.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -609926.625000 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -609926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -609930.437500 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -609930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -609932.500000 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -609932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -609935.312500 Penalty: 4204.693359
	Iteration 28Q: 3 clusters Score -609935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -609940.375000 Penalty: 4204.693359
	Iteration 29Q: 3 clusters Score -609940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -609942.687500 Penalty: 4204.693359
	Iteration 30Q: 3 clusters Score -609942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -609947.562500 Penalty: 4204.693359
	Iteration 31Q: 3 clusters Score -609947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -609952.937500 Penalty: 4204.693359
	Iteration 32Q: 3 clusters Score -609952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -609956.562500 Penalty: 4204.693359
	Iteration 33Q: 3 clusters Score -609956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -609959.500000 Penalty: 4204.693359
	Iteration 34Q: 3 clusters Score -609959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -609963.312500 Penalty: 4204.693359
	Iteration 35Q: 3 clusters Score -609963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -609970.750000 Penalty: 4204.693359
	Iteration 36Q: 3 clusters Score -609970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -609975.062500 Penalty: 4204.693359
	Iteration 37Q: 3 clusters Score -609975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -609979.625000 Penalty: 4204.693359
	Iteration 38Q: 3 clusters Score -609979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -609985.000000 Penalty: 4204.693359
	Iteration 39Q: 3 clusters Score -609985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -609989.125000 Penalty: 4204.693359
	Iteration 40F: 3 clusters Score -609989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -609990.375000 Penalty: 4204.693359
	Iteration 41Q: 3 clusters Score -609990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -609991.312500 Penalty: 4204.693359
	Iteration 42Q: 3 clusters Score -609991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -609991.750000 Penalty: 4204.693359
	Iteration 43Q: 3 clusters Score -609991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -609991.062500 Penalty: 4204.693359
	Iteration 44Q: 3 clusters Score -609991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -609992.750000 Penalty: 4204.693359
	Iteration 45Q: 3 clusters Score -609992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -609993.750000 Penalty: 4204.693359
	Iteration 46Q: 3 clusters Score -609993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -609994.875000 Penalty: 4204.693359
	Iteration 47Q: 3 clusters Score -609994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -609997.062500 Penalty: 4204.693359
	Iteration 48Q: 3 clusters Score -609997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -610000.687500 Penalty: 4204.693359
	Iteration 49Q: 3 clusters Score -610000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -610003.812500 Penalty: 4204.693359
	Iteration 50Q: 3 clusters Score -610003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -610005.250000 Penalty: 4204.693359
	Iteration 51Q: 3 clusters Score -610005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -610007.000000 Penalty: 4204.693359
	Iteration 52Q: 3 clusters Score -610007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -610008.625000 Penalty: 4204.693359
	Iteration 53Q: 3 clusters Score -610008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -610010.312500 Penalty: 4204.693359
	Iteration 54Q: 3 clusters Score -610010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -610013.125000 Penalty: 4204.693359
	Iteration 55Q: 3 clusters Score -610013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -610015.312500 Penalty: 4204.693359
	Iteration 56Q: 3 clusters Score -610015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -610017.125000 Penalty: 4204.693359
	Iteration 57Q: 3 clusters Score -610017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -610017.937500 Penalty: 4204.693359
	Iteration 58Q: 3 clusters Score -610017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -610018.250000 Penalty: 4204.693359
	Iteration 59Q: 3 clusters Score -610018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -610019.625000 Penalty: 4204.693359
	Iteration 60F: 3 clusters Score -610019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -610018.812500 Penalty: 4204.693359
	Iteration 61Q: 3 clusters Score -610018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -610020.687500 Penalty: 4204.693359
	Iteration 62Q: 3 clusters Score -610020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -610022.562500 Penalty: 4204.693359
	Iteration 63Q: 3 clusters Score -610022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -610023.750000 Penalty: 4204.693359
	Iteration 64Q: 3 clusters Score -610023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -610023.187500 Penalty: 4204.693359
	Iteration 65Q: 3 clusters Score -610023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -610022.812500 Penalty: 4204.693359
	Iteration 66Q: 3 clusters Score -610022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -610024.062500 Penalty: 4204.693359
	Iteration 67Q: 3 clusters Score -610024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -610024.062500 Penalty: 4204.693359
	Iteration 68F: 3 clusters Score -610024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Entering Unmasked Estep 
Score: -3067540.250000 Penalty: 2487.688232
	Iteration 0F: 2 clusters Score -3067540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3051595.000000 Penalty: 4975.376465
	Iteration 0F: 3 clusters Score -3051595 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3057010.250000 Penalty: 4975.376465
	Iteration 1F: 3 clusters Score -3057010 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3057454.500000 Penalty: 4975.376465
	Iteration 2F: 3 clusters Score -3057454 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3057870.000000 Penalty: 4975.376465
	Iteration 3Q: 3 clusters Score -3057870 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3058349.000000 Penalty: 4975.376465
	Iteration 4Q: 3 clusters Score -3058349 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3058977.250000 Penalty: 4975.376465
	Iteration 5F: 3 clusters Score -3058977 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3059912.500000 Penalty: 4975.376465
	Iteration 6F: 3 clusters Score -3059912 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3061154.250000 Penalty: 4975.376465
	Iteration 7F: 3 clusters Score -3061154 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3062596.750000 Penalty: 4975.376465
	Iteration 8F: 3 clusters Score -3062597 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3063870.250000 Penalty: 4975.376465
	Iteration 9F: 3 clusters Score -3063870 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3064670.250000 Penalty: 4975.376465
	Iteration 10Q: 3 clusters Score -3064670 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3065055.750000 Penalty: 4975.376465
	Iteration 11Q: 3 clusters Score -3065056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3065232.500000 Penalty: 4975.376465
	Iteration 12Q: 3 clusters Score -3065232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3065294.250000 Penalty: 4975.376465
	Iteration 13Q: 3 clusters Score -3065294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3065330.500000 Penalty: 4975.376465
	Iteration 14Q: 3 clusters Score -3065330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3065351.000000 Penalty: 4975.376465
	Iteration 15Q: 3 clusters Score -3065351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3065372.000000 Penalty: 4975.376465
	Iteration 16Q: 3 clusters Score -3065372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3065371.500000 Penalty: 4975.376465
	Iteration 17Q: 3 clusters Score -3065372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3065377.500000 Penalty: 4975.376465
	Iteration 18Q: 3 clusters Score -3065378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3065384.500000 Penalty: 4975.376465
	Iteration 19Q: 3 clusters Score -3065384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3065391.000000 Penalty: 4975.376465
	Iteration 20F: 3 clusters Score -3065391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3065394.750000 Penalty: 4975.376465
	Iteration 21Q: 3 clusters Score -3065395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3065396.750000 Penalty: 4975.376465
	Iteration 22Q: 3 clusters Score -3065397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3065399.000000 Penalty: 4975.376465
	Iteration 23Q: 3 clusters Score -3065399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3065399.250000 Penalty: 4975.376465
	Iteration 24Q: 3 clusters Score -3065399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3065400.750000 Penalty: 4975.376465
	Iteration 25Q: 3 clusters Score -3065401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3065400.750000 Penalty: 4975.376465
	Iteration 26F: 3 clusters Score -3065401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Entering Unmasked Estep 
Score: -20568432.000000 Penalty: 2962.815186
	Iteration 0F: 2 clusters Score -2.056843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -20470134.000000 Penalty: 5925.630371
	Iteration 0F: 3 clusters Score -2.047013e+07 nChanged 73807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -20512782.000000 Penalty: 5925.630371
	Iteration 1F: 3 clusters Score -2.051278e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -20513902.000000 Penalty: 5925.630371
	Iteration 2Q: 3 clusters Score -2.05139e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -20515306.000000 Penalty: 5925.630371
	Iteration 3Q: 3 clusters Score -2.051531e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -20517428.000000 Penalty: 5925.630371
	Iteration 4Q: 3 clusters Score -2.051743e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -20520848.000000 Penalty: 5925.630371
	Iteration 5Q: 3 clusters Score -2.052085e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -20526302.000000 Penalty: 5925.630371
	Iteration 6F: 3 clusters Score -2.05263e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 92358 members 
Entering Unmasked Estep 
Score: -20534362.000000 Penalty: 5925.630371
	Iteration 7F: 3 clusters Score -2.053436e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -20543882.000000 Penalty: 5925.630371
	Iteration 8F: 3 clusters Score -2.054388e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -20550794.000000 Penalty: 5925.630371
	Iteration 9F: 3 clusters Score -2.055079e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -20554230.000000 Penalty: 5925.630371
	Iteration 10Q: 3 clusters Score -2.055423e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -20555736.000000 Penalty: 5925.630371
	Iteration 11Q: 3 clusters Score -2.055574e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 111926 members 
Entering Unmasked Estep 
Score: -20556862.000000 Penalty: 5925.630371
	Iteration 12Q: 3 clusters Score -2.055686e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 114870 members 
Entering Unmasked Estep 
Score: -20557838.000000 Penalty: 5925.630371
	Iteration 13Q: 3 clusters Score -2.055784e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -20558892.000000 Penalty: 5925.630371
	Iteration 14Q: 3 clusters Score -2.055889e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -20559896.000000 Penalty: 5925.630371
	Iteration 15Q: 3 clusters Score -2.05599e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -20560622.000000 Penalty: 5925.630371
	Iteration 16Q: 3 clusters Score -2.056062e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 126018 members 
Entering Unmasked Estep 
Score: -20561412.000000 Penalty: 5925.630371
	Iteration 17Q: 3 clusters Score -2.056141e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -20562044.000000 Penalty: 5925.630371
	Iteration 18Q: 3 clusters Score -2.056204e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -20562640.000000 Penalty: 5925.630371
	Iteration 19Q: 3 clusters Score -2.056264e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -20563174.000000 Penalty: 5925.630371
	Iteration 20F: 3 clusters Score -2.056317e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -20563602.000000 Penalty: 5925.630371
	Iteration 21Q: 3 clusters Score -2.05636e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -20564138.000000 Penalty: 5925.630371
	Iteration 22Q: 3 clusters Score -2.056414e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 139189 members 
Entering Unmasked Estep 
Score: -20564546.000000 Penalty: 5925.630371
	Iteration 23Q: 3 clusters Score -2.056455e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 140797 members 
Entering Unmasked Estep 
Score: -20564896.000000 Penalty: 5925.630371
	Iteration 24Q: 3 clusters Score -2.05649e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -20565112.000000 Penalty: 5925.630371
	Iteration 25Q: 3 clusters Score -2.056511e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -20565442.000000 Penalty: 5925.630371
	Iteration 26Q: 3 clusters Score -2.056544e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 144753 members 
Entering Unmasked Estep 
Score: -20565662.000000 Penalty: 5925.630371
	Iteration 27Q: 3 clusters Score -2.056566e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -20565852.000000 Penalty: 5925.630371
	Iteration 28Q: 3 clusters Score -2.056585e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 146745 members 
Entering Unmasked Estep 
Score: -20566072.000000 Penalty: 5925.630371
	Iteration 29Q: 3 clusters Score -2.056607e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -20566052.000000 Penalty: 5925.630371
	Iteration 30Q: 3 clusters Score -2.056605e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -20566130.000000 Penalty: 5925.630371
	Iteration 31Q: 3 clusters Score -2.056613e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -20566188.000000 Penalty: 5925.630371
	Iteration 32Q: 3 clusters Score -2.056619e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -20566292.000000 Penalty: 5925.630371
	Iteration 33Q: 3 clusters Score -2.056629e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -20566334.000000 Penalty: 5925.630371
	Iteration 34Q: 3 clusters Score -2.056633e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -20566358.000000 Penalty: 5925.630371
	Iteration 35Q: 3 clusters Score -2.056636e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -20566376.000000 Penalty: 5925.630371
	Iteration 36Q: 3 clusters Score -2.056638e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 150751 members 
Entering Unmasked Estep 
Score: -20566416.000000 Penalty: 5925.630371
	Iteration 37Q: 3 clusters Score -2.056642e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -20566370.000000 Penalty: 5925.630371
	Iteration 38Q: 3 clusters Score -2.056637e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -20566388.000000 Penalty: 5925.630371
	Iteration 39Q: 3 clusters Score -2.056639e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -20566392.000000 Penalty: 5925.630371
	Iteration 40F: 3 clusters Score -2.056639e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -20566444.000000 Penalty: 5925.630371
	Iteration 41Q: 3 clusters Score -2.056644e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -20566428.000000 Penalty: 5925.630371
	Iteration 42Q: 3 clusters Score -2.056643e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -20566408.000000 Penalty: 5925.630371
	Iteration 43Q: 3 clusters Score -2.056641e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -20566446.000000 Penalty: 5925.630371
	Iteration 44Q: 3 clusters Score -2.056645e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 151865 members 
Entering Unmasked Estep 
Score: -20566436.000000 Penalty: 5925.630371
	Iteration 45Q: 3 clusters Score -2.056644e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 151951 members 
Entering Unmasked Estep 
Score: -20566400.000000 Penalty: 5925.630371
	Iteration 46Q: 3 clusters Score -2.05664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -20566382.000000 Penalty: 5925.630371
	Iteration 47Q: 3 clusters Score -2.056638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -20566396.000000 Penalty: 5925.630371
	Iteration 48Q: 3 clusters Score -2.05664e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 152136 members 
Entering Unmasked Estep 
Score: -20566434.000000 Penalty: 5925.630371
	Iteration 49Q: 3 clusters Score -2.056643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -20566406.000000 Penalty: 5925.630371
	Iteration 50Q: 3 clusters Score -2.056641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -20566416.000000 Penalty: 5925.630371
	Iteration 51Q: 3 clusters Score -2.056642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -20566428.000000 Penalty: 5925.630371
	Iteration 52Q: 3 clusters Score -2.056643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -20566406.000000 Penalty: 5925.630371
	Iteration 53Q: 3 clusters Score -2.056641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -20566402.000000 Penalty: 5925.630371
	Iteration 54Q: 3 clusters Score -2.05664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -20566400.000000 Penalty: 5925.630371
	Iteration 55Q: 3 clusters Score -2.05664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 152362 members 
Entering Unmasked Estep 
Score: -20566398.000000 Penalty: 5925.630371
	Iteration 56Q: 3 clusters Score -2.05664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -20566394.000000 Penalty: 5925.630371
	Iteration 57Q: 3 clusters Score -2.056639e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -20566382.000000 Penalty: 5925.630371
	Iteration 58Q: 3 clusters Score -2.056638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5925.630371
	Iteration 59Q: 3 clusters Score -2.056637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -20566358.000000 Penalty: 5925.630371
	Iteration 60F: 3 clusters Score -2.056636e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -20566354.000000 Penalty: 5925.630371
	Iteration 61Q: 3 clusters Score -2.056635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -20566352.000000 Penalty: 5925.630371
	Iteration 62Q: 3 clusters Score -2.056635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -20566344.000000 Penalty: 5925.630371
	Iteration 63Q: 3 clusters Score -2.056634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20566328.000000 Penalty: 5925.630371
	Iteration 64Q: 3 clusters Score -2.056633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -20566346.000000 Penalty: 5925.630371
	Iteration 65Q: 3 clusters Score -2.056635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -20566354.000000 Penalty: 5925.630371
	Iteration 66Q: 3 clusters Score -2.056635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -20566344.000000 Penalty: 5925.630371
	Iteration 67Q: 3 clusters Score -2.056634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 152639 members 
Entering Unmasked Estep 
Score: -20566328.000000 Penalty: 5925.630371
	Iteration 68Q: 3 clusters Score -2.056633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -20566344.000000 Penalty: 5925.630371
	Iteration 69Q: 3 clusters Score -2.056634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -20566376.000000 Penalty: 5925.630371
	Iteration 70Q: 3 clusters Score -2.056638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 71Q: 3 clusters Score -2.056636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -20566326.000000 Penalty: 5925.630371
	Iteration 72Q: 3 clusters Score -2.056633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 152767 members 
Entering Unmasked Estep 
Score: -20566332.000000 Penalty: 5925.630371
	Iteration 73Q: 3 clusters Score -2.056633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -20566320.000000 Penalty: 5925.630371
	Iteration 74Q: 3 clusters Score -2.056632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -20566334.000000 Penalty: 5925.630371
	Iteration 75Q: 3 clusters Score -2.056633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 152824 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5925.630371
	Iteration 76Q: 3 clusters Score -2.056634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 152838 members 
Entering Unmasked Estep 
Score: -20566354.000000 Penalty: 5925.630371
	Iteration 77Q: 3 clusters Score -2.056635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 152854 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5925.630371
	Iteration 78Q: 3 clusters Score -2.056634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -20566368.000000 Penalty: 5925.630371
	Iteration 79Q: 3 clusters Score -2.056637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 80F: 3 clusters Score -2.056636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 152903 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 81Q: 3 clusters Score -2.056636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -20566372.000000 Penalty: 5925.630371
	Iteration 82Q: 3 clusters Score -2.056637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 152920 members 
Entering Unmasked Estep 
Score: -20566374.000000 Penalty: 5925.630371
	Iteration 83Q: 3 clusters Score -2.056637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 152930 members 
Entering Unmasked Estep 
Score: -20566372.000000 Penalty: 5925.630371
	Iteration 84Q: 3 clusters Score -2.056637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -20566384.000000 Penalty: 5925.630371
	Iteration 85Q: 3 clusters Score -2.056638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -20566384.000000 Penalty: 5925.630371
	Iteration 86Q: 3 clusters Score -2.056638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -20566384.000000 Penalty: 5925.630371
	Iteration 87Q: 3 clusters Score -2.056638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -20566388.000000 Penalty: 5925.630371
	Iteration 88Q: 3 clusters Score -2.056639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -20566386.000000 Penalty: 5925.630371
	Iteration 89Q: 3 clusters Score -2.056639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -20566396.000000 Penalty: 5925.630371
	Iteration 90Q: 3 clusters Score -2.05664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -20566386.000000 Penalty: 5925.630371
	Iteration 91Q: 3 clusters Score -2.056639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 152974 members 
Entering Unmasked Estep 
Score: -20566370.000000 Penalty: 5925.630371
	Iteration 92Q: 3 clusters Score -2.056637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -20566380.000000 Penalty: 5925.630371
	Iteration 93Q: 3 clusters Score -2.056638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -20566370.000000 Penalty: 5925.630371
	Iteration 94Q: 3 clusters Score -2.056637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -20566364.000000 Penalty: 5925.630371
	Iteration 95Q: 3 clusters Score -2.056636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -20566364.000000 Penalty: 5925.630371
	Iteration 96Q: 3 clusters Score -2.056636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 97Q: 3 clusters Score -2.056636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -20566352.000000 Penalty: 5925.630371
	Iteration 98Q: 3 clusters Score -2.056635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -20566358.000000 Penalty: 5925.630371
	Iteration 99Q: 3 clusters Score -2.056636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -20566360.000000 Penalty: 5925.630371
	Iteration 100F: 3 clusters Score -2.056636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 101Q: 3 clusters Score -2.056636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -20566370.000000 Penalty: 5925.630371
	Iteration 102Q: 3 clusters Score -2.056637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 153019 members 
Entering Unmasked Estep 
Score: -20566360.000000 Penalty: 5925.630371
	Iteration 103Q: 3 clusters Score -2.056636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -20566352.000000 Penalty: 5925.630371
	Iteration 104Q: 3 clusters Score -2.056635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -20566342.000000 Penalty: 5925.630371
	Iteration 105Q: 3 clusters Score -2.056634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -20566354.000000 Penalty: 5925.630371
	Iteration 106Q: 3 clusters Score -2.056635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -20566352.000000 Penalty: 5925.630371
	Iteration 107Q: 3 clusters Score -2.056635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -20566358.000000 Penalty: 5925.630371
	Iteration 108Q: 3 clusters Score -2.056636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -20566348.000000 Penalty: 5925.630371
	Iteration 109Q: 3 clusters Score -2.056635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -20566340.000000 Penalty: 5925.630371
	Iteration 110Q: 3 clusters Score -2.056634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 153056 members 
Entering Unmasked Estep 
Score: -20566342.000000 Penalty: 5925.630371
	Iteration 111Q: 3 clusters Score -2.056634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -20566346.000000 Penalty: 5925.630371
	Iteration 112Q: 3 clusters Score -2.056635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -20566350.000000 Penalty: 5925.630371
	Iteration 113Q: 3 clusters Score -2.056635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 153075 members 
Entering Unmasked Estep 
Score: -20566350.000000 Penalty: 5925.630371
	Iteration 114Q: 3 clusters Score -2.056635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -20566340.000000 Penalty: 5925.630371
	Iteration 115Q: 3 clusters Score -2.056634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5925.630371
	Iteration 116Q: 3 clusters Score -2.056634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -20566342.000000 Penalty: 5925.630371
	Iteration 117Q: 3 clusters Score -2.056634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -20566344.000000 Penalty: 5925.630371
	Iteration 118Q: 3 clusters Score -2.056634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5925.630371
	Iteration 119Q: 3 clusters Score -2.056634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -20566342.000000 Penalty: 5925.630371
	Iteration 120F: 3 clusters Score -2.056634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -20566352.000000 Penalty: 5925.630371
	Iteration 121Q: 3 clusters Score -2.056635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5925.630371
	Iteration 122Q: 3 clusters Score -2.056637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -20566362.000000 Penalty: 5925.630371
	Iteration 123Q: 3 clusters Score -2.056636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -20566368.000000 Penalty: 5925.630371
	Iteration 124Q: 3 clusters Score -2.056637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -20566382.000000 Penalty: 5925.630371
	Iteration 125Q: 3 clusters Score -2.056638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5925.630371
	Iteration 126Q: 3 clusters Score -2.056637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -20566366.000000 Penalty: 5925.630371
	Iteration 127F: 3 clusters Score -2.056637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Entering Unmasked Estep 
Score: -6473963.500000 Penalty: 2673.609619
	Iteration 0F: 2 clusters Score -6473964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6441437.000000 Penalty: 5347.219238
	Iteration 0F: 3 clusters Score -6441437 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -6453549.000000 Penalty: 5347.219238
	Iteration 1F: 3 clusters Score -6453549 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -6454053.000000 Penalty: 5347.219238
	Iteration 2Q: 3 clusters Score -6454053 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -6454541.500000 Penalty: 5347.219238
	Iteration 3Q: 3 clusters Score -6454542 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6455119.000000 Penalty: 5347.219238
	Iteration 4Q: 3 clusters Score -6455119 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6455805.500000 Penalty: 5347.219238
	Iteration 5Q: 3 clusters Score -6455806 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6456625.500000 Penalty: 5347.219238
	Iteration 6Q: 3 clusters Score -6456626 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6457785.000000 Penalty: 5347.219238
	Iteration 7Q: 3 clusters Score -6457785 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -6459625.500000 Penalty: 5347.219238
	Iteration 8F: 3 clusters Score -6459626 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6462211.000000 Penalty: 5347.219238
	Iteration 9F: 3 clusters Score -6462211 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6465230.000000 Penalty: 5347.219238
	Iteration 10F: 3 clusters Score -6465230 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6467180.000000 Penalty: 5347.219238
	Iteration 11F: 3 clusters Score -6467180 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6468111.000000 Penalty: 5347.219238
	Iteration 12Q: 3 clusters Score -6468111 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -6468475.000000 Penalty: 5347.219238
	Iteration 13Q: 3 clusters Score -6468475 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6468750.500000 Penalty: 5347.219238
	Iteration 14Q: 3 clusters Score -6468750 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -6468864.000000 Penalty: 5347.219238
	Iteration 15Q: 3 clusters Score -6468864 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -6469005.000000 Penalty: 5347.219238
	Iteration 16Q: 3 clusters Score -6469005 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -6469149.500000 Penalty: 5347.219238
	Iteration 17Q: 3 clusters Score -6469150 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -6469255.000000 Penalty: 5347.219238
	Iteration 18Q: 3 clusters Score -6469255 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -6469360.000000 Penalty: 5347.219238
	Iteration 19Q: 3 clusters Score -6469360 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -6469462.000000 Penalty: 5347.219238
	Iteration 20F: 3 clusters Score -6469462 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -6469566.000000 Penalty: 5347.219238
	Iteration 21Q: 3 clusters Score -6469566 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -6469673.000000 Penalty: 5347.219238
	Iteration 22Q: 3 clusters Score -6469673 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -6469775.500000 Penalty: 5347.219238
	Iteration 23Q: 3 clusters Score -6469776 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -6469897.000000 Penalty: 5347.219238
	Iteration 24Q: 3 clusters Score -6469897 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6470027.500000 Penalty: 5347.219238
	Iteration 25Q: 3 clusters Score -6470028 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -6470172.500000 Penalty: 5347.219238
	Iteration 26Q: 3 clusters Score -6470172 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -6470279.000000 Penalty: 5347.219238
	Iteration 27Q: 3 clusters Score -6470279 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -6470386.500000 Penalty: 5347.219238
	Iteration 28Q: 3 clusters Score -6470386 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6470478.500000 Penalty: 5347.219238
	Iteration 29Q: 3 clusters Score -6470478 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6470578.500000 Penalty: 5347.219238
	Iteration 30Q: 3 clusters Score -6470578 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -6470657.000000 Penalty: 5347.219238
	Iteration 31Q: 3 clusters Score -6470657 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -6470737.000000 Penalty: 5347.219238
	Iteration 32Q: 3 clusters Score -6470737 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6470856.000000 Penalty: 5347.219238
	Iteration 33Q: 3 clusters Score -6470856 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -6470930.500000 Penalty: 5347.219238
	Iteration 34Q: 3 clusters Score -6470930 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -6470989.000000 Penalty: 5347.219238
	Iteration 35Q: 3 clusters Score -6470989 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -6471055.500000 Penalty: 5347.219238
	Iteration 36Q: 3 clusters Score -6471056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -6471122.000000 Penalty: 5347.219238
	Iteration 37Q: 3 clusters Score -6471122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -6471173.500000 Penalty: 5347.219238
	Iteration 38Q: 3 clusters Score -6471174 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -6471215.000000 Penalty: 5347.219238
	Iteration 39Q: 3 clusters Score -6471215 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6471290.500000 Penalty: 5347.219238
	Iteration 40F: 3 clusters Score -6471290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -6471343.500000 Penalty: 5347.219238
	Iteration 41Q: 3 clusters Score -6471344 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6471398.500000 Penalty: 5347.219238
	Iteration 42Q: 3 clusters Score -6471398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6471432.000000 Penalty: 5347.219238
	Iteration 43Q: 3 clusters Score -6471432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6471474.500000 Penalty: 5347.219238
	Iteration 44Q: 3 clusters Score -6471474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -6471509.500000 Penalty: 5347.219238
	Iteration 45Q: 3 clusters Score -6471510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -6471530.000000 Penalty: 5347.219238
	Iteration 46Q: 3 clusters Score -6471530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6471564.000000 Penalty: 5347.219238
	Iteration 47Q: 3 clusters Score -6471564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6471620.000000 Penalty: 5347.219238
	Iteration 48Q: 3 clusters Score -6471620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6471642.000000 Penalty: 5347.219238
	Iteration 49Q: 3 clusters Score -6471642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6471664.500000 Penalty: 5347.219238
	Iteration 50Q: 3 clusters Score -6471664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6471701.000000 Penalty: 5347.219238
	Iteration 51Q: 3 clusters Score -6471701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6471700.000000 Penalty: 5347.219238
	Iteration 52Q: 3 clusters Score -6471700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6471718.500000 Penalty: 5347.219238
	Iteration 53Q: 3 clusters Score -6471718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -6471734.000000 Penalty: 5347.219238
	Iteration 54Q: 3 clusters Score -6471734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -6471730.000000 Penalty: 5347.219238
	Iteration 55Q: 3 clusters Score -6471730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -6471747.500000 Penalty: 5347.219238
	Iteration 56Q: 3 clusters Score -6471748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6471756.500000 Penalty: 5347.219238
	Iteration 57Q: 3 clusters Score -6471756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6471774.000000 Penalty: 5347.219238
	Iteration 58Q: 3 clusters Score -6471774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -6471782.500000 Penalty: 5347.219238
	Iteration 59Q: 3 clusters Score -6471782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6471798.000000 Penalty: 5347.219238
	Iteration 60F: 3 clusters Score -6471798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6471810.500000 Penalty: 5347.219238
	Iteration 61Q: 3 clusters Score -6471810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6471814.000000 Penalty: 5347.219238
	Iteration 62Q: 3 clusters Score -6471814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -6471814.500000 Penalty: 5347.219238
	Iteration 63Q: 3 clusters Score -6471814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6471824.500000 Penalty: 5347.219238
	Iteration 64Q: 3 clusters Score -6471824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -6471831.000000 Penalty: 5347.219238
	Iteration 65Q: 3 clusters Score -6471831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6471838.000000 Penalty: 5347.219238
	Iteration 66Q: 3 clusters Score -6471838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -6471849.500000 Penalty: 5347.219238
	Iteration 67Q: 3 clusters Score -6471850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6471839.000000 Penalty: 5347.219238
	Iteration 68Q: 3 clusters Score -6471839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6471841.000000 Penalty: 5347.219238
	Iteration 69Q: 3 clusters Score -6471841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -6471838.500000 Penalty: 5347.219238
	Iteration 70Q: 3 clusters Score -6471838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -6471839.500000 Penalty: 5347.219238
	Iteration 71Q: 3 clusters Score -6471840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -6471846.000000 Penalty: 5347.219238
	Iteration 72Q: 3 clusters Score -6471846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -6471847.000000 Penalty: 5347.219238
	Iteration 73Q: 3 clusters Score -6471847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6471844.500000 Penalty: 5347.219238
	Iteration 74Q: 3 clusters Score -6471844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6471844.500000 Penalty: 5347.219238
	Iteration 75F: 3 clusters Score -6471844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15629.778320 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15629.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15639.236328 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15639.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15639.236328 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -15639.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -157079.343750 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -157079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154980.484375 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -154980.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155317.968750 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -155318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155405.375000 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -155405.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155453.781250 Penalty: 3545.969238
	Iteration 3Q: 3 clusters Score -155453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155487.281250 Penalty: 3545.969238
	Iteration 4Q: 3 clusters Score -155487.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155502.875000 Penalty: 3545.969238
	Iteration 5Q: 3 clusters Score -155502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155510.562500 Penalty: 3545.969238
	Iteration 6Q: 3 clusters Score -155510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155514.359375 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -155514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155518.500000 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -155518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -155521.843750 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -155521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155522.859375 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -155522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155525.312500 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -155525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155528.250000 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -155528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155530.500000 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -155530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155535.937500 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -155535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155543.765625 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -155543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155545.593750 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -155545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155547.140625 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -155547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155547.140625 Penalty: 3545.969238
	Iteration 18F: 3 clusters Score -155547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Entering Unmasked Estep 
Score: -7057676.500000 Penalty: 2704.404053
	Iteration 0F: 2 clusters Score -7057676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -7021030.500000 Penalty: 5408.808105
	Iteration 0F: 3 clusters Score -7021030 nChanged 25223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -7035237.500000 Penalty: 5408.808105
	Iteration 1F: 3 clusters Score -7035238 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7036168.500000 Penalty: 5408.808105
	Iteration 2Q: 3 clusters Score -7036168 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -7037428.000000 Penalty: 5408.808105
	Iteration 3F: 3 clusters Score -7037428 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7039160.500000 Penalty: 5408.808105
	Iteration 4F: 3 clusters Score -7039160 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -7041384.500000 Penalty: 5408.808105
	Iteration 5F: 3 clusters Score -7041384 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -7043670.000000 Penalty: 5408.808105
	Iteration 6F: 3 clusters Score -7043670 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -7045538.500000 Penalty: 5408.808105
	Iteration 7F: 3 clusters Score -7045538 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -7046772.500000 Penalty: 5408.808105
	Iteration 8Q: 3 clusters Score -7046772 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -7047620.000000 Penalty: 5408.808105
	Iteration 9Q: 3 clusters Score -7047620 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -7048275.500000 Penalty: 5408.808105
	Iteration 10Q: 3 clusters Score -7048276 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -7048930.500000 Penalty: 5408.808105
	Iteration 11Q: 3 clusters Score -7048930 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7049727.000000 Penalty: 5408.808105
	Iteration 12Q: 3 clusters Score -7049727 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7050790.500000 Penalty: 5408.808105
	Iteration 13Q: 3 clusters Score -7050790 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7052129.000000 Penalty: 5408.808105
	Iteration 14Q: 3 clusters Score -7052129 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7053629.500000 Penalty: 5408.808105
	Iteration 15Q: 3 clusters Score -7053630 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7054641.500000 Penalty: 5408.808105
	Iteration 16Q: 3 clusters Score -7054642 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7055020.500000 Penalty: 5408.808105
	Iteration 17Q: 3 clusters Score -7055020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7055210.000000 Penalty: 5408.808105
	Iteration 18Q: 3 clusters Score -7055210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7055299.500000 Penalty: 5408.808105
	Iteration 19Q: 3 clusters Score -7055300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7055369.000000 Penalty: 5408.808105
	Iteration 20F: 3 clusters Score -7055369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7055404.500000 Penalty: 5408.808105
	Iteration 21Q: 3 clusters Score -7055404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7055423.500000 Penalty: 5408.808105
	Iteration 22Q: 3 clusters Score -7055424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7055443.000000 Penalty: 5408.808105
	Iteration 23Q: 3 clusters Score -7055443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7055462.500000 Penalty: 5408.808105
	Iteration 24Q: 3 clusters Score -7055462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7055476.000000 Penalty: 5408.808105
	Iteration 25Q: 3 clusters Score -7055476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7055484.000000 Penalty: 5408.808105
	Iteration 26Q: 3 clusters Score -7055484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7055490.500000 Penalty: 5408.808105
	Iteration 27Q: 3 clusters Score -7055490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7055493.000000 Penalty: 5408.808105
	Iteration 28Q: 3 clusters Score -7055493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7055497.500000 Penalty: 5408.808105
	Iteration 29Q: 3 clusters Score -7055498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7055499.500000 Penalty: 5408.808105
	Iteration 30Q: 3 clusters Score -7055500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7055499.000000 Penalty: 5408.808105
	Iteration 31Q: 3 clusters Score -7055499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7055495.000000 Penalty: 5408.808105
	Iteration 32Q: 3 clusters Score -7055495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7055495.000000 Penalty: 5408.808105
	Iteration 33F: 3 clusters Score -7055495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -122509.523438 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -122509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120500.914062 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -120500.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120822.695312 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -120822.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120939.445312 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -120939.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121048.617188 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -121048.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121148.539062 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -121148.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121288.828125 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -121288.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121440.226562 Penalty: 3432.653076
	Iteration 6F: 3 clusters Score -121440.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -121731.750000 Penalty: 3432.653076
	Iteration 7F: 3 clusters Score -121731.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -121998.187500 Penalty: 3432.653076
	Iteration 8F: 3 clusters Score -121998.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122208.835938 Penalty: 3432.653076
	Iteration 9F: 3 clusters Score -122208.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -122449.085938 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -122449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122572.398438 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -122572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122604.250000 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -122604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122649.492188 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -122649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122675.460938 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -122675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -122680.062500 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -122680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122688.164062 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -122688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122688.164062 Penalty: 3432.653076
	Iteration 17F: 3 clusters Score -122688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22720 members 
Mstep: Class 4 contains 154328 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54440 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 182235 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91742 members 
Mstep: Class 14 contains 149023 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120091 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118097 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 707 members 
Entering Unmasked Estep 
Score: -135278528.000000 Penalty: 78997.320312
Splitting cluster 9 changes total score from -135280176.000000 to -135278528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -344119.062500 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -344119.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341151.718750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -341151.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -341769.406250 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -341769.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -341908.437500 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -341908.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -341974.812500 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -341974.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -342019.031250 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -342019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342055.562500 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -342055.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -342085.718750 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -342085.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342106.843750 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -342106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -342121.406250 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -342121.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -342135.625000 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -342135.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -342148.250000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -342148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -342160.062500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -342160.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -342171.812500 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -342171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -342186.187500 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -342186.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -342194.937500 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -342194.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -342201.812500 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -342201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -342207.125000 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -342207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -342209.531250 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -342209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -342213.781250 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -342213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -342216.625000 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -342216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -342218.062500 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -342218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342218.281250 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -342218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342219.812500 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -342219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342221.125000 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -342221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342222.562500 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -342222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342222.562500 Penalty: 3891.132080
	Iteration 25F: 3 clusters Score -342222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182235 members 
Entering Unmasked Estep 
Score: -24201758.000000 Penalty: 3004.037109
	Iteration 0F: 2 clusters Score -2.420176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -24083576.000000 Penalty: 6008.074219
	Iteration 0F: 3 clusters Score -2.408358e+07 nChanged 87649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -24134480.000000 Penalty: 6008.074219
	Iteration 1F: 3 clusters Score -2.413448e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -24135228.000000 Penalty: 6008.074219
	Iteration 2Q: 3 clusters Score -2.413523e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -24136176.000000 Penalty: 6008.074219
	Iteration 3Q: 3 clusters Score -2.413618e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -24137708.000000 Penalty: 6008.074219
	Iteration 4Q: 3 clusters Score -2.413771e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -24140294.000000 Penalty: 6008.074219
	Iteration 5Q: 3 clusters Score -2.414029e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -24144886.000000 Penalty: 6008.074219
	Iteration 6Q: 3 clusters Score -2.414489e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -24152382.000000 Penalty: 6008.074219
	Iteration 7F: 3 clusters Score -2.415238e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135435 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -24162322.000000 Penalty: 6008.074219
	Iteration 8F: 3 clusters Score -2.416232e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147034 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -24172852.000000 Penalty: 6008.074219
	Iteration 9F: 3 clusters Score -2.417285e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -24180788.000000 Penalty: 6008.074219
	Iteration 10F: 3 clusters Score -2.418079e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -24185940.000000 Penalty: 6008.074219
	Iteration 11Q: 3 clusters Score -2.418594e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165283 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -24188830.000000 Penalty: 6008.074219
	Iteration 12Q: 3 clusters Score -2.418883e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -24190812.000000 Penalty: 6008.074219
	Iteration 13Q: 3 clusters Score -2.419081e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -24192294.000000 Penalty: 6008.074219
	Iteration 14Q: 3 clusters Score -2.419229e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -24193454.000000 Penalty: 6008.074219
	Iteration 15Q: 3 clusters Score -2.419345e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -24194566.000000 Penalty: 6008.074219
	Iteration 16Q: 3 clusters Score -2.419457e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -24195358.000000 Penalty: 6008.074219
	Iteration 17Q: 3 clusters Score -2.419536e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -24196108.000000 Penalty: 6008.074219
	Iteration 18Q: 3 clusters Score -2.419611e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177767 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -24196720.000000 Penalty: 6008.074219
	Iteration 19Q: 3 clusters Score -2.419672e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -24197126.000000 Penalty: 6008.074219
	Iteration 20F: 3 clusters Score -2.419713e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -24197584.000000 Penalty: 6008.074219
	Iteration 21Q: 3 clusters Score -2.419758e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -24197832.000000 Penalty: 6008.074219
	Iteration 22Q: 3 clusters Score -2.419783e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24198110.000000 Penalty: 6008.074219
	Iteration 23Q: 3 clusters Score -2.419811e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180349 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -24198282.000000 Penalty: 6008.074219
	Iteration 24Q: 3 clusters Score -2.419828e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24198412.000000 Penalty: 6008.074219
	Iteration 25Q: 3 clusters Score -2.419841e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180795 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -24198584.000000 Penalty: 6008.074219
	Iteration 26Q: 3 clusters Score -2.419858e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24198716.000000 Penalty: 6008.074219
	Iteration 27Q: 3 clusters Score -2.419872e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -24198772.000000 Penalty: 6008.074219
	Iteration 28Q: 3 clusters Score -2.419877e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24198846.000000 Penalty: 6008.074219
	Iteration 29Q: 3 clusters Score -2.419885e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -24198890.000000 Penalty: 6008.074219
	Iteration 30Q: 3 clusters Score -2.419889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181225 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -24198904.000000 Penalty: 6008.074219
	Iteration 31Q: 3 clusters Score -2.41989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -24198914.000000 Penalty: 6008.074219
	Iteration 32Q: 3 clusters Score -2.419891e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24198936.000000 Penalty: 6008.074219
	Iteration 33Q: 3 clusters Score -2.419894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181309 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24198940.000000 Penalty: 6008.074219
	Iteration 34Q: 3 clusters Score -2.419894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181326 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -24198942.000000 Penalty: 6008.074219
	Iteration 35Q: 3 clusters Score -2.419894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181335 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -24198956.000000 Penalty: 6008.074219
	Iteration 36Q: 3 clusters Score -2.419896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181347 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -24198962.000000 Penalty: 6008.074219
	Iteration 37Q: 3 clusters Score -2.419896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -24198972.000000 Penalty: 6008.074219
	Iteration 38Q: 3 clusters Score -2.419897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181366 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24198984.000000 Penalty: 6008.074219
	Iteration 39Q: 3 clusters Score -2.419898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24198996.000000 Penalty: 6008.074219
	Iteration 40F: 3 clusters Score -2.4199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24199002.000000 Penalty: 6008.074219
	Iteration 41Q: 3 clusters Score -2.4199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -24199000.000000 Penalty: 6008.074219
	Iteration 42Q: 3 clusters Score -2.4199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181391 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -24198994.000000 Penalty: 6008.074219
	Iteration 43Q: 3 clusters Score -2.419899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -24199030.000000 Penalty: 6008.074219
	Iteration 44Q: 3 clusters Score -2.419903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -24199046.000000 Penalty: 6008.074219
	Iteration 45Q: 3 clusters Score -2.419905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181416 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -24199062.000000 Penalty: 6008.074219
	Iteration 46Q: 3 clusters Score -2.419906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -24199052.000000 Penalty: 6008.074219
	Iteration 47Q: 3 clusters Score -2.419905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -24199054.000000 Penalty: 6008.074219
	Iteration 48Q: 3 clusters Score -2.419905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181437 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -24199042.000000 Penalty: 6008.074219
	Iteration 49Q: 3 clusters Score -2.419904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -24199042.000000 Penalty: 6008.074219
	Iteration 50Q: 3 clusters Score -2.419904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -24199044.000000 Penalty: 6008.074219
	Iteration 51Q: 3 clusters Score -2.419904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181444 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -24199050.000000 Penalty: 6008.074219
	Iteration 52Q: 3 clusters Score -2.419905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181446 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24199048.000000 Penalty: 6008.074219
	Iteration 53Q: 3 clusters Score -2.419905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181448 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -24199048.000000 Penalty: 6008.074219
	Iteration 54Q: 3 clusters Score -2.419905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181451 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24199048.000000 Penalty: 6008.074219
	Iteration 55Q: 3 clusters Score -2.419905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181455 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24199056.000000 Penalty: 6008.074219
	Iteration 56Q: 3 clusters Score -2.419906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181457 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -24199050.000000 Penalty: 6008.074219
	Iteration 57Q: 3 clusters Score -2.419905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -24199056.000000 Penalty: 6008.074219
	Iteration 58Q: 3 clusters Score -2.419906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -24199064.000000 Penalty: 6008.074219
	Iteration 59Q: 3 clusters Score -2.419906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181465 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -24199070.000000 Penalty: 6008.074219
	Iteration 60F: 3 clusters Score -2.419907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181471 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24199092.000000 Penalty: 6008.074219
	Iteration 61Q: 3 clusters Score -2.419909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181478 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -24199116.000000 Penalty: 6008.074219
	Iteration 62Q: 3 clusters Score -2.419912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181482 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -24199124.000000 Penalty: 6008.074219
	Iteration 63Q: 3 clusters Score -2.419912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24199110.000000 Penalty: 6008.074219
	Iteration 64Q: 3 clusters Score -2.419911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24199120.000000 Penalty: 6008.074219
	Iteration 65Q: 3 clusters Score -2.419912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24199110.000000 Penalty: 6008.074219
	Iteration 66Q: 3 clusters Score -2.419911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24199110.000000 Penalty: 6008.074219
	Iteration 67F: 3 clusters Score -2.419911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36359.703125 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36359.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36495.210938 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36495.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36536.441406 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -36536.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36563.976562 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36563.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36576.910156 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36576.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36584.851562 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36584.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36593.703125 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36621.980469 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -36621.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36637.378906 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -36637.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36645.460938 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -36645.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36645.460938 Penalty: 2882.325928
	Iteration 10F: 3 clusters Score -36645.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Entering Unmasked Estep 
Score: -12299586.000000 Penalty: 2833.830566
	Iteration 0F: 2 clusters Score -1.229959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -12238614.000000 Penalty: 5667.661133
	Iteration 0F: 3 clusters Score -1.223861e+07 nChanged 43024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -12262894.000000 Penalty: 5667.661133
	Iteration 1F: 3 clusters Score -1.226289e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -12263841.000000 Penalty: 5667.661133
	Iteration 2Q: 3 clusters Score -1.226384e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -12265174.000000 Penalty: 5667.661133
	Iteration 3Q: 3 clusters Score -1.226517e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -12267535.000000 Penalty: 5667.661133
	Iteration 4F: 3 clusters Score -1.226754e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -12271612.000000 Penalty: 5667.661133
	Iteration 5F: 3 clusters Score -1.227161e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -12278242.000000 Penalty: 5667.661133
	Iteration 6F: 3 clusters Score -1.227824e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -12286126.000000 Penalty: 5667.661133
	Iteration 7F: 3 clusters Score -1.228613e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -12292374.000000 Penalty: 5667.661133
	Iteration 8F: 3 clusters Score -1.229237e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -12295365.000000 Penalty: 5667.661133
	Iteration 9Q: 3 clusters Score -1.229536e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -12296423.000000 Penalty: 5667.661133
	Iteration 10Q: 3 clusters Score -1.229642e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -12296771.000000 Penalty: 5667.661133
	Iteration 11Q: 3 clusters Score -1.229677e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -12296884.000000 Penalty: 5667.661133
	Iteration 12Q: 3 clusters Score -1.229688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -12296935.000000 Penalty: 5667.661133
	Iteration 13Q: 3 clusters Score -1.229694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -12296978.000000 Penalty: 5667.661133
	Iteration 14Q: 3 clusters Score -1.229698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -12296986.000000 Penalty: 5667.661133
	Iteration 15Q: 3 clusters Score -1.229699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -12297009.000000 Penalty: 5667.661133
	Iteration 16Q: 3 clusters Score -1.229701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -12297010.000000 Penalty: 5667.661133
	Iteration 17Q: 3 clusters Score -1.229701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -12297014.000000 Penalty: 5667.661133
	Iteration 18Q: 3 clusters Score -1.229701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -12297018.000000 Penalty: 5667.661133
	Iteration 19Q: 3 clusters Score -1.229702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -12297023.000000 Penalty: 5667.661133
	Iteration 20F: 3 clusters Score -1.229702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Entering Unmasked Estep 
Score: -19847738.000000 Penalty: 2954.140137
	Iteration 0F: 2 clusters Score -1.984774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -19748522.000000 Penalty: 5908.280273
	Iteration 0F: 3 clusters Score -1.974852e+07 nChanged 71151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -19790664.000000 Penalty: 5908.280273
	Iteration 1F: 3 clusters Score -1.979066e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -19792216.000000 Penalty: 5908.280273
	Iteration 2Q: 3 clusters Score -1.979222e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -19794664.000000 Penalty: 5908.280273
	Iteration 3Q: 3 clusters Score -1.979466e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -19798454.000000 Penalty: 5908.280273
	Iteration 4F: 3 clusters Score -1.979845e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -19804348.000000 Penalty: 5908.280273
	Iteration 5F: 3 clusters Score -1.980435e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -19813216.000000 Penalty: 5908.280273
	Iteration 6F: 3 clusters Score -1.981322e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -19822846.000000 Penalty: 5908.280273
	Iteration 7F: 3 clusters Score -1.982285e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -19831454.000000 Penalty: 5908.280273
	Iteration 8F: 3 clusters Score -1.983145e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -19835842.000000 Penalty: 5908.280273
	Iteration 9Q: 3 clusters Score -1.983584e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -19837730.000000 Penalty: 5908.280273
	Iteration 10Q: 3 clusters Score -1.983773e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128071 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -19838684.000000 Penalty: 5908.280273
	Iteration 11Q: 3 clusters Score -1.983868e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -19839420.000000 Penalty: 5908.280273
	Iteration 12Q: 3 clusters Score -1.983942e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -19840198.000000 Penalty: 5908.280273
	Iteration 13Q: 3 clusters Score -1.98402e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133218 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -19840866.000000 Penalty: 5908.280273
	Iteration 14Q: 3 clusters Score -1.984087e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -19841338.000000 Penalty: 5908.280273
	Iteration 15Q: 3 clusters Score -1.984134e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135929 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -19841908.000000 Penalty: 5908.280273
	Iteration 16Q: 3 clusters Score -1.984191e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137124 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -19842308.000000 Penalty: 5908.280273
	Iteration 17Q: 3 clusters Score -1.984231e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -19842602.000000 Penalty: 5908.280273
	Iteration 18Q: 3 clusters Score -1.98426e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139310 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -19842980.000000 Penalty: 5908.280273
	Iteration 19Q: 3 clusters Score -1.984298e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -19843306.000000 Penalty: 5908.280273
	Iteration 20F: 3 clusters Score -1.984331e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -19843692.000000 Penalty: 5908.280273
	Iteration 21Q: 3 clusters Score -1.984369e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -19843880.000000 Penalty: 5908.280273
	Iteration 22Q: 3 clusters Score -1.984388e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -19844154.000000 Penalty: 5908.280273
	Iteration 23Q: 3 clusters Score -1.984415e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -19844328.000000 Penalty: 5908.280273
	Iteration 24Q: 3 clusters Score -1.984433e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -19844436.000000 Penalty: 5908.280273
	Iteration 25Q: 3 clusters Score -1.984444e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19844562.000000 Penalty: 5908.280273
	Iteration 26Q: 3 clusters Score -1.984456e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -19844670.000000 Penalty: 5908.280273
	Iteration 27Q: 3 clusters Score -1.984467e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -19844688.000000 Penalty: 5908.280273
	Iteration 28Q: 3 clusters Score -1.984469e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -19844792.000000 Penalty: 5908.280273
	Iteration 29Q: 3 clusters Score -1.984479e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -19844852.000000 Penalty: 5908.280273
	Iteration 30Q: 3 clusters Score -1.984485e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -19844920.000000 Penalty: 5908.280273
	Iteration 31Q: 3 clusters Score -1.984492e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -19844954.000000 Penalty: 5908.280273
	Iteration 32Q: 3 clusters Score -1.984495e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -19845018.000000 Penalty: 5908.280273
	Iteration 33Q: 3 clusters Score -1.984502e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -19845046.000000 Penalty: 5908.280273
	Iteration 34Q: 3 clusters Score -1.984505e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19845058.000000 Penalty: 5908.280273
	Iteration 35Q: 3 clusters Score -1.984506e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -19845094.000000 Penalty: 5908.280273
	Iteration 36Q: 3 clusters Score -1.984509e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19845178.000000 Penalty: 5908.280273
	Iteration 37Q: 3 clusters Score -1.984518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -19845176.000000 Penalty: 5908.280273
	Iteration 38Q: 3 clusters Score -1.984518e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19845218.000000 Penalty: 5908.280273
	Iteration 39Q: 3 clusters Score -1.984522e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19845246.000000 Penalty: 5908.280273
	Iteration 40F: 3 clusters Score -1.984525e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146761 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -19845316.000000 Penalty: 5908.280273
	Iteration 41Q: 3 clusters Score -1.984532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146822 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -19845358.000000 Penalty: 5908.280273
	Iteration 42Q: 3 clusters Score -1.984536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146873 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19845362.000000 Penalty: 5908.280273
	Iteration 43Q: 3 clusters Score -1.984536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19845392.000000 Penalty: 5908.280273
	Iteration 44Q: 3 clusters Score -1.984539e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19845406.000000 Penalty: 5908.280273
	Iteration 45Q: 3 clusters Score -1.984541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -19845386.000000 Penalty: 5908.280273
	Iteration 46Q: 3 clusters Score -1.984539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19845398.000000 Penalty: 5908.280273
	Iteration 47Q: 3 clusters Score -1.98454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -19845418.000000 Penalty: 5908.280273
	Iteration 48Q: 3 clusters Score -1.984542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -19845402.000000 Penalty: 5908.280273
	Iteration 49Q: 3 clusters Score -1.98454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19845400.000000 Penalty: 5908.280273
	Iteration 50Q: 3 clusters Score -1.98454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19845402.000000 Penalty: 5908.280273
	Iteration 51Q: 3 clusters Score -1.98454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -19845418.000000 Penalty: 5908.280273
	Iteration 52Q: 3 clusters Score -1.984542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147241 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19845430.000000 Penalty: 5908.280273
	Iteration 53Q: 3 clusters Score -1.984543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -19845450.000000 Penalty: 5908.280273
	Iteration 54Q: 3 clusters Score -1.984545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19845440.000000 Penalty: 5908.280273
	Iteration 55Q: 3 clusters Score -1.984544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -19845432.000000 Penalty: 5908.280273
	Iteration 56Q: 3 clusters Score -1.984543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19845440.000000 Penalty: 5908.280273
	Iteration 57Q: 3 clusters Score -1.984544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19845416.000000 Penalty: 5908.280273
	Iteration 58Q: 3 clusters Score -1.984542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19845442.000000 Penalty: 5908.280273
	Iteration 59Q: 3 clusters Score -1.984544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147395 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19845418.000000 Penalty: 5908.280273
	Iteration 60F: 3 clusters Score -1.984542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147413 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19845414.000000 Penalty: 5908.280273
	Iteration 61Q: 3 clusters Score -1.984541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19845418.000000 Penalty: 5908.280273
	Iteration 62Q: 3 clusters Score -1.984542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147447 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19845418.000000 Penalty: 5908.280273
	Iteration 63Q: 3 clusters Score -1.984542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147465 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19845438.000000 Penalty: 5908.280273
	Iteration 64Q: 3 clusters Score -1.984544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147480 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19845440.000000 Penalty: 5908.280273
	Iteration 65Q: 3 clusters Score -1.984544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19845436.000000 Penalty: 5908.280273
	Iteration 66Q: 3 clusters Score -1.984544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147499 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19845444.000000 Penalty: 5908.280273
	Iteration 67Q: 3 clusters Score -1.984544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147501 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19845440.000000 Penalty: 5908.280273
	Iteration 68Q: 3 clusters Score -1.984544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147501 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19845440.000000 Penalty: 5908.280273
	Iteration 69F: 3 clusters Score -1.984544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -122362.468750 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -122362.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120441.179688 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -120441.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120794.585938 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -120794.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120941.476562 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -120941.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121017.742188 Penalty: 3430.690674
	Iteration 3Q: 3 clusters Score -121017.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121147.164062 Penalty: 3430.690674
	Iteration 4Q: 3 clusters Score -121147.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121315.453125 Penalty: 3430.690674
	Iteration 5Q: 3 clusters Score -121315.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121384.390625 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -121384.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121404.867188 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -121404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121421.718750 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -121421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121441.828125 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -121441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121456.601562 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -121456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121463.601562 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -121463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121469.015625 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -121469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121477.132812 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -121477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121495.773438 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -121495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121508.015625 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -121508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121520.820312 Penalty: 3430.690674
	Iteration 16Q: 3 clusters Score -121520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121533.351562 Penalty: 3430.690674
	Iteration 17Q: 3 clusters Score -121533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121543.914062 Penalty: 3430.690674
	Iteration 18Q: 3 clusters Score -121543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121549.804688 Penalty: 3430.690674
	Iteration 19Q: 3 clusters Score -121549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -121553.828125 Penalty: 3430.690674
	Iteration 20F: 3 clusters Score -121553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121555.593750 Penalty: 3430.690674
	Iteration 21Q: 3 clusters Score -121555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121557.859375 Penalty: 3430.690674
	Iteration 22Q: 3 clusters Score -121557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121563.000000 Penalty: 3430.690674
	Iteration 23Q: 3 clusters Score -121563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121566.914062 Penalty: 3430.690674
	Iteration 24Q: 3 clusters Score -121566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121570.015625 Penalty: 3430.690674
	Iteration 25Q: 3 clusters Score -121570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121572.367188 Penalty: 3430.690674
	Iteration 26Q: 3 clusters Score -121572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121573.898438 Penalty: 3430.690674
	Iteration 27Q: 3 clusters Score -121573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121573.898438 Penalty: 3430.690674
	Iteration 28F: 3 clusters Score -121573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1353197.125000 Penalty: 2288.734863
	Iteration 0F: 2 clusters Score -1353197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1345362.875000 Penalty: 4577.469727
	Iteration 0F: 3 clusters Score -1345363 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1347626.500000 Penalty: 4577.469727
	Iteration 1F: 3 clusters Score -1347626 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1347892.250000 Penalty: 4577.469727
	Iteration 2F: 3 clusters Score -1347892 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1348072.000000 Penalty: 4577.469727
	Iteration 3Q: 3 clusters Score -1348072 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1348194.375000 Penalty: 4577.469727
	Iteration 4Q: 3 clusters Score -1348194 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1348290.875000 Penalty: 4577.469727
	Iteration 5Q: 3 clusters Score -1348291 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1348392.375000 Penalty: 4577.469727
	Iteration 6Q: 3 clusters Score -1348392 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1348483.000000 Penalty: 4577.469727
	Iteration 7Q: 3 clusters Score -1348483 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1348585.375000 Penalty: 4577.469727
	Iteration 8Q: 3 clusters Score -1348585 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1348695.250000 Penalty: 4577.469727
	Iteration 9Q: 3 clusters Score -1348695 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1348810.250000 Penalty: 4577.469727
	Iteration 10Q: 3 clusters Score -1348810 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1348954.625000 Penalty: 4577.469727
	Iteration 11Q: 3 clusters Score -1348955 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1349145.875000 Penalty: 4577.469727
	Iteration 12Q: 3 clusters Score -1349146 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1349381.000000 Penalty: 4577.469727
	Iteration 13Q: 3 clusters Score -1349381 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1349649.750000 Penalty: 4577.469727
	Iteration 14Q: 3 clusters Score -1349650 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1349944.000000 Penalty: 4577.469727
	Iteration 15Q: 3 clusters Score -1349944 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1350248.375000 Penalty: 4577.469727
	Iteration 16Q: 3 clusters Score -1350248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1350529.125000 Penalty: 4577.469727
	Iteration 17Q: 3 clusters Score -1350529 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1350747.125000 Penalty: 4577.469727
	Iteration 18Q: 3 clusters Score -1350747 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1350926.000000 Penalty: 4577.469727
	Iteration 19Q: 3 clusters Score -1350926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1351056.500000 Penalty: 4577.469727
	Iteration 20F: 3 clusters Score -1351056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1351138.250000 Penalty: 4577.469727
	Iteration 21Q: 3 clusters Score -1351138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1351214.625000 Penalty: 4577.469727
	Iteration 22Q: 3 clusters Score -1351215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1351260.750000 Penalty: 4577.469727
	Iteration 23Q: 3 clusters Score -1351261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1351299.625000 Penalty: 4577.469727
	Iteration 24Q: 3 clusters Score -1351300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1351315.500000 Penalty: 4577.469727
	Iteration 25Q: 3 clusters Score -1351316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1351347.000000 Penalty: 4577.469727
	Iteration 26Q: 3 clusters Score -1351347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1351365.250000 Penalty: 4577.469727
	Iteration 27Q: 3 clusters Score -1351365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1351375.250000 Penalty: 4577.469727
	Iteration 28Q: 3 clusters Score -1351375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1351382.125000 Penalty: 4577.469727
	Iteration 29Q: 3 clusters Score -1351382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1351385.875000 Penalty: 4577.469727
	Iteration 30Q: 3 clusters Score -1351386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1351391.125000 Penalty: 4577.469727
	Iteration 31Q: 3 clusters Score -1351391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1351391.625000 Penalty: 4577.469727
	Iteration 32Q: 3 clusters Score -1351392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1351391.500000 Penalty: 4577.469727
	Iteration 33Q: 3 clusters Score -1351392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1351394.375000 Penalty: 4577.469727
	Iteration 34Q: 3 clusters Score -1351394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1351396.125000 Penalty: 4577.469727
	Iteration 35Q: 3 clusters Score -1351396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1351396.875000 Penalty: 4577.469727
	Iteration 36Q: 3 clusters Score -1351397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1351397.250000 Penalty: 4577.469727
	Iteration 37Q: 3 clusters Score -1351397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1351399.000000 Penalty: 4577.469727
	Iteration 38Q: 3 clusters Score -1351399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1351402.750000 Penalty: 4577.469727
	Iteration 39Q: 3 clusters Score -1351403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1351402.750000 Penalty: 4577.469727
	Iteration 40F: 3 clusters Score -1351403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -171819.062500 Penalty: 1787.916382
	Iteration 0F: 2 clusters Score -171819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -169646.125000 Penalty: 3575.832764
	Iteration 0F: 3 clusters Score -169646.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169969.796875 Penalty: 3575.832764
	Iteration 1F: 3 clusters Score -169969.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170151.421875 Penalty: 3575.832764
	Iteration 2F: 3 clusters Score -170151.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170342.906250 Penalty: 3575.832764
	Iteration 3F: 3 clusters Score -170342.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170611.140625 Penalty: 3575.832764
	Iteration 4F: 3 clusters Score -170611.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -171041.781250 Penalty: 3575.832764
	Iteration 5F: 3 clusters Score -171041.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171405.000000 Penalty: 3575.832764
	Iteration 6F: 3 clusters Score -171405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171704.484375 Penalty: 3575.832764
	Iteration 7F: 3 clusters Score -171704.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171876.093750 Penalty: 3575.832764
	Iteration 8Q: 3 clusters Score -171876.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171999.218750 Penalty: 3575.832764
	Iteration 9Q: 3 clusters Score -171999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -172094.890625 Penalty: 3575.832764
	Iteration 10Q: 3 clusters Score -172094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -172121.953125 Penalty: 3575.832764
	Iteration 11Q: 3 clusters Score -172122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172129.468750 Penalty: 3575.832764
	Iteration 12Q: 3 clusters Score -172129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172129.468750 Penalty: 3575.832764
	Iteration 13F: 3 clusters Score -172129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22720 members 
Mstep: Class 4 contains 154328 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54440 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 182235 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91742 members 
Mstep: Class 14 contains 149023 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120091 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118097 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 779 members 
Entering Unmasked Estep 
Score: -135278768.000000 Penalty: 78997.320312
Splitting cluster 17 changes total score from -135280176.000000 to -135278768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Entering Unmasked Estep 
Score: -2893418.500000 Penalty: 2488.222656
	Iteration 0F: 2 clusters Score -2893418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2877613.750000 Penalty: 4976.445312
	Iteration 0F: 3 clusters Score -2877614 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2883178.500000 Penalty: 4976.445312
	Iteration 1F: 3 clusters Score -2883178 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2883890.000000 Penalty: 4976.445312
	Iteration 2F: 3 clusters Score -2883890 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2884732.500000 Penalty: 4976.445312
	Iteration 3F: 3 clusters Score -2884732 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2885636.750000 Penalty: 4976.445312
	Iteration 4F: 3 clusters Score -2885637 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2886572.000000 Penalty: 4976.445312
	Iteration 5F: 3 clusters Score -2886572 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2887540.000000 Penalty: 4976.445312
	Iteration 6F: 3 clusters Score -2887540 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2888383.750000 Penalty: 4976.445312
	Iteration 7F: 3 clusters Score -2888384 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2889011.000000 Penalty: 4976.445312
	Iteration 8F: 3 clusters Score -2889011 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2889420.000000 Penalty: 4976.445312
	Iteration 9Q: 3 clusters Score -2889420 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2889707.750000 Penalty: 4976.445312
	Iteration 10Q: 3 clusters Score -2889708 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2889897.000000 Penalty: 4976.445312
	Iteration 11Q: 3 clusters Score -2889897 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2890053.750000 Penalty: 4976.445312
	Iteration 12Q: 3 clusters Score -2890054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2890183.750000 Penalty: 4976.445312
	Iteration 13Q: 3 clusters Score -2890184 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2890312.750000 Penalty: 4976.445312
	Iteration 14Q: 3 clusters Score -2890313 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2890428.500000 Penalty: 4976.445312
	Iteration 15Q: 3 clusters Score -2890428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2890552.500000 Penalty: 4976.445312
	Iteration 16Q: 3 clusters Score -2890552 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2890666.000000 Penalty: 4976.445312
	Iteration 17Q: 3 clusters Score -2890666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2890770.250000 Penalty: 4976.445312
	Iteration 18Q: 3 clusters Score -2890770 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2890867.750000 Penalty: 4976.445312
	Iteration 19Q: 3 clusters Score -2890868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2890937.500000 Penalty: 4976.445312
	Iteration 20F: 3 clusters Score -2890938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2891008.250000 Penalty: 4976.445312
	Iteration 21Q: 3 clusters Score -2891008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2891073.500000 Penalty: 4976.445312
	Iteration 22Q: 3 clusters Score -2891074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2891133.250000 Penalty: 4976.445312
	Iteration 23Q: 3 clusters Score -2891133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2891191.500000 Penalty: 4976.445312
	Iteration 24Q: 3 clusters Score -2891192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2891245.500000 Penalty: 4976.445312
	Iteration 25Q: 3 clusters Score -2891246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2891306.000000 Penalty: 4976.445312
	Iteration 26Q: 3 clusters Score -2891306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2891348.750000 Penalty: 4976.445312
	Iteration 27Q: 3 clusters Score -2891349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2891375.000000 Penalty: 4976.445312
	Iteration 28Q: 3 clusters Score -2891375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2891417.250000 Penalty: 4976.445312
	Iteration 29Q: 3 clusters Score -2891417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2891450.750000 Penalty: 4976.445312
	Iteration 30Q: 3 clusters Score -2891451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2891480.750000 Penalty: 4976.445312
	Iteration 31Q: 3 clusters Score -2891481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2891502.250000 Penalty: 4976.445312
	Iteration 32Q: 3 clusters Score -2891502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2891523.500000 Penalty: 4976.445312
	Iteration 33Q: 3 clusters Score -2891524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2891534.750000 Penalty: 4976.445312
	Iteration 34Q: 3 clusters Score -2891535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2891557.000000 Penalty: 4976.445312
	Iteration 35Q: 3 clusters Score -2891557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2891589.000000 Penalty: 4976.445312
	Iteration 36Q: 3 clusters Score -2891589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2891607.500000 Penalty: 4976.445312
	Iteration 37Q: 3 clusters Score -2891608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2891629.000000 Penalty: 4976.445312
	Iteration 38Q: 3 clusters Score -2891629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2891634.500000 Penalty: 4976.445312
	Iteration 39Q: 3 clusters Score -2891634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2891648.500000 Penalty: 4976.445312
	Iteration 40F: 3 clusters Score -2891648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2891662.500000 Penalty: 4976.445312
	Iteration 41Q: 3 clusters Score -2891662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2891673.750000 Penalty: 4976.445312
	Iteration 42Q: 3 clusters Score -2891674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2891685.750000 Penalty: 4976.445312
	Iteration 43Q: 3 clusters Score -2891686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2891686.250000 Penalty: 4976.445312
	Iteration 44Q: 3 clusters Score -2891686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2891698.500000 Penalty: 4976.445312
	Iteration 45Q: 3 clusters Score -2891698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2891698.500000 Penalty: 4976.445312
	Iteration 46Q: 3 clusters Score -2891698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2891702.250000 Penalty: 4976.445312
	Iteration 47Q: 3 clusters Score -2891702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2891707.500000 Penalty: 4976.445312
	Iteration 48Q: 3 clusters Score -2891708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2891711.750000 Penalty: 4976.445312
	Iteration 49Q: 3 clusters Score -2891712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2891712.500000 Penalty: 4976.445312
	Iteration 50Q: 3 clusters Score -2891712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2891716.750000 Penalty: 4976.445312
	Iteration 51Q: 3 clusters Score -2891717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2891717.750000 Penalty: 4976.445312
	Iteration 52Q: 3 clusters Score -2891718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2891716.000000 Penalty: 4976.445312
	Iteration 53Q: 3 clusters Score -2891716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2891718.500000 Penalty: 4976.445312
	Iteration 54Q: 3 clusters Score -2891718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2891718.500000 Penalty: 4976.445312
	Iteration 55F: 3 clusters Score -2891718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Entering Unmasked Estep 
Score: -16039193.000000 Penalty: 2900.609131
	Iteration 0F: 2 clusters Score -1.603919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -15959301.000000 Penalty: 5801.218262
	Iteration 0F: 3 clusters Score -1.59593e+07 nChanged 57058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -15991653.000000 Penalty: 5801.218262
	Iteration 1F: 3 clusters Score -1.599165e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -15992508.000000 Penalty: 5801.218262
	Iteration 2Q: 3 clusters Score -1.599251e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -15993628.000000 Penalty: 5801.218262
	Iteration 3Q: 3 clusters Score -1.599363e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -15995303.000000 Penalty: 5801.218262
	Iteration 4Q: 3 clusters Score -1.59953e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -15998430.000000 Penalty: 5801.218262
	Iteration 5F: 3 clusters Score -1.599843e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -16004090.000000 Penalty: 5801.218262
	Iteration 6F: 3 clusters Score -1.600409e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -16012547.000000 Penalty: 5801.218262
	Iteration 7F: 3 clusters Score -1.601255e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -16022183.000000 Penalty: 5801.218262
	Iteration 8F: 3 clusters Score -1.602218e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -16029490.000000 Penalty: 5801.218262
	Iteration 9F: 3 clusters Score -1.602949e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -16033446.000000 Penalty: 5801.218262
	Iteration 10Q: 3 clusters Score -1.603345e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -16035228.000000 Penalty: 5801.218262
	Iteration 11Q: 3 clusters Score -1.603523e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -16036068.000000 Penalty: 5801.218262
	Iteration 12Q: 3 clusters Score -1.603607e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16036528.000000 Penalty: 5801.218262
	Iteration 13Q: 3 clusters Score -1.603653e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118780 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16036799.000000 Penalty: 5801.218262
	Iteration 14Q: 3 clusters Score -1.60368e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -16036897.000000 Penalty: 5801.218262
	Iteration 15Q: 3 clusters Score -1.60369e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16036963.000000 Penalty: 5801.218262
	Iteration 16Q: 3 clusters Score -1.603696e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16037012.000000 Penalty: 5801.218262
	Iteration 17Q: 3 clusters Score -1.603701e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16037053.000000 Penalty: 5801.218262
	Iteration 18Q: 3 clusters Score -1.603705e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16037106.000000 Penalty: 5801.218262
	Iteration 19Q: 3 clusters Score -1.603711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16037129.000000 Penalty: 5801.218262
	Iteration 20F: 3 clusters Score -1.603713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16037156.000000 Penalty: 5801.218262
	Iteration 21Q: 3 clusters Score -1.603716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119243 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16037151.000000 Penalty: 5801.218262
	Iteration 22Q: 3 clusters Score -1.603715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16037165.000000 Penalty: 5801.218262
	Iteration 23Q: 3 clusters Score -1.603716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16037193.000000 Penalty: 5801.218262
	Iteration 24Q: 3 clusters Score -1.603719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16037189.000000 Penalty: 5801.218262
	Iteration 25Q: 3 clusters Score -1.603719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16037196.000000 Penalty: 5801.218262
	Iteration 26Q: 3 clusters Score -1.60372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16037204.000000 Penalty: 5801.218262
	Iteration 27Q: 3 clusters Score -1.60372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16037222.000000 Penalty: 5801.218262
	Iteration 28Q: 3 clusters Score -1.603722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16037226.000000 Penalty: 5801.218262
	Iteration 29Q: 3 clusters Score -1.603723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16037234.000000 Penalty: 5801.218262
	Iteration 30Q: 3 clusters Score -1.603723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16037237.000000 Penalty: 5801.218262
	Iteration 31Q: 3 clusters Score -1.603724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16037237.000000 Penalty: 5801.218262
	Iteration 32Q: 3 clusters Score -1.603724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16037235.000000 Penalty: 5801.218262
	Iteration 33Q: 3 clusters Score -1.603724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16037252.000000 Penalty: 5801.218262
	Iteration 34Q: 3 clusters Score -1.603725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16037244.000000 Penalty: 5801.218262
	Iteration 35Q: 3 clusters Score -1.603724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16037252.000000 Penalty: 5801.218262
	Iteration 36Q: 3 clusters Score -1.603725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119271 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16037243.000000 Penalty: 5801.218262
	Iteration 37Q: 3 clusters Score -1.603724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16037248.000000 Penalty: 5801.218262
	Iteration 38Q: 3 clusters Score -1.603725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16037248.000000 Penalty: 5801.218262
	Iteration 39F: 3 clusters Score -1.603725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86543.257812 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86543.26 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86780.507812 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86780.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86862.546875 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86862.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86894.046875 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86894.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86910.250000 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86910.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86917.156250 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86917.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86923.078125 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86923.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86932.468750 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -86932.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86937.593750 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -86937.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86949.421875 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -86949.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86951.460938 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -86951.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86955.343750 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -86955.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -86955.343750 Penalty: 3275.556152
	Iteration 12F: 3 clusters Score -86955.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Entering Unmasked Estep 
Score: -15810716.000000 Penalty: 2896.456787
	Iteration 0F: 2 clusters Score -1.581072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -15732152.000000 Penalty: 5792.913574
	Iteration 0F: 3 clusters Score -1.573215e+07 nChanged 56043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -15764448.000000 Penalty: 5792.913574
	Iteration 1F: 3 clusters Score -1.576445e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -15765385.000000 Penalty: 5792.913574
	Iteration 2Q: 3 clusters Score -1.576538e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -15766642.000000 Penalty: 5792.913574
	Iteration 3Q: 3 clusters Score -1.576664e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -15768622.000000 Penalty: 5792.913574
	Iteration 4Q: 3 clusters Score -1.576862e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -15771527.000000 Penalty: 5792.913574
	Iteration 5Q: 3 clusters Score -1.577153e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -15775684.000000 Penalty: 5792.913574
	Iteration 6F: 3 clusters Score -1.577568e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -15780849.000000 Penalty: 5792.913574
	Iteration 7F: 3 clusters Score -1.578085e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -15785817.000000 Penalty: 5792.913574
	Iteration 8F: 3 clusters Score -1.578582e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -15790113.000000 Penalty: 5792.913574
	Iteration 9F: 3 clusters Score -1.579011e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -15793016.000000 Penalty: 5792.913574
	Iteration 10Q: 3 clusters Score -1.579302e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -15794308.000000 Penalty: 5792.913574
	Iteration 11Q: 3 clusters Score -1.579431e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -15795128.000000 Penalty: 5792.913574
	Iteration 12Q: 3 clusters Score -1.579513e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -15795788.000000 Penalty: 5792.913574
	Iteration 13Q: 3 clusters Score -1.579579e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -15796320.000000 Penalty: 5792.913574
	Iteration 14Q: 3 clusters Score -1.579632e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -15796707.000000 Penalty: 5792.913574
	Iteration 15Q: 3 clusters Score -1.579671e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -15797197.000000 Penalty: 5792.913574
	Iteration 16Q: 3 clusters Score -1.57972e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -15797683.000000 Penalty: 5792.913574
	Iteration 17Q: 3 clusters Score -1.579768e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -15798258.000000 Penalty: 5792.913574
	Iteration 18Q: 3 clusters Score -1.579826e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -15798862.000000 Penalty: 5792.913574
	Iteration 19Q: 3 clusters Score -1.579886e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -15799533.000000 Penalty: 5792.913574
	Iteration 20F: 3 clusters Score -1.579953e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -15800261.000000 Penalty: 5792.913574
	Iteration 21Q: 3 clusters Score -1.580026e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -15801057.000000 Penalty: 5792.913574
	Iteration 22Q: 3 clusters Score -1.580106e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -15801814.000000 Penalty: 5792.913574
	Iteration 23Q: 3 clusters Score -1.580181e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -15802680.000000 Penalty: 5792.913574
	Iteration 24Q: 3 clusters Score -1.580268e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -15803621.000000 Penalty: 5792.913574
	Iteration 25Q: 3 clusters Score -1.580362e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -15804566.000000 Penalty: 5792.913574
	Iteration 26Q: 3 clusters Score -1.580457e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -15805386.000000 Penalty: 5792.913574
	Iteration 27Q: 3 clusters Score -1.580539e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -15806105.000000 Penalty: 5792.913574
	Iteration 28Q: 3 clusters Score -1.58061e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -15806680.000000 Penalty: 5792.913574
	Iteration 29Q: 3 clusters Score -1.580668e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -15807082.000000 Penalty: 5792.913574
	Iteration 30Q: 3 clusters Score -1.580708e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -15807388.000000 Penalty: 5792.913574
	Iteration 31Q: 3 clusters Score -1.580739e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -15807597.000000 Penalty: 5792.913574
	Iteration 32Q: 3 clusters Score -1.58076e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116334 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15807759.000000 Penalty: 5792.913574
	Iteration 33Q: 3 clusters Score -1.580776e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15807855.000000 Penalty: 5792.913574
	Iteration 34Q: 3 clusters Score -1.580786e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15807949.000000 Penalty: 5792.913574
	Iteration 35Q: 3 clusters Score -1.580795e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15808037.000000 Penalty: 5792.913574
	Iteration 36Q: 3 clusters Score -1.580804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116942 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15808083.000000 Penalty: 5792.913574
	Iteration 37Q: 3 clusters Score -1.580808e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117014 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15808139.000000 Penalty: 5792.913574
	Iteration 38Q: 3 clusters Score -1.580814e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15808205.000000 Penalty: 5792.913574
	Iteration 39Q: 3 clusters Score -1.58082e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15808219.000000 Penalty: 5792.913574
	Iteration 40F: 3 clusters Score -1.580822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117148 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -15808229.000000 Penalty: 5792.913574
	Iteration 41Q: 3 clusters Score -1.580823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15808228.000000 Penalty: 5792.913574
	Iteration 42Q: 3 clusters Score -1.580823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15808240.000000 Penalty: 5792.913574
	Iteration 43Q: 3 clusters Score -1.580824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15808251.000000 Penalty: 5792.913574
	Iteration 44Q: 3 clusters Score -1.580825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117213 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15808248.000000 Penalty: 5792.913574
	Iteration 45Q: 3 clusters Score -1.580825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117219 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15808260.000000 Penalty: 5792.913574
	Iteration 46Q: 3 clusters Score -1.580826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -15808257.000000 Penalty: 5792.913574
	Iteration 47Q: 3 clusters Score -1.580826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15808263.000000 Penalty: 5792.913574
	Iteration 48Q: 3 clusters Score -1.580826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15808275.000000 Penalty: 5792.913574
	Iteration 49Q: 3 clusters Score -1.580828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117255 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15808295.000000 Penalty: 5792.913574
	Iteration 50Q: 3 clusters Score -1.58083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -15808295.000000 Penalty: 5792.913574
	Iteration 51Q: 3 clusters Score -1.58083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15808293.000000 Penalty: 5792.913574
	Iteration 52Q: 3 clusters Score -1.580829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15808299.000000 Penalty: 5792.913574
	Iteration 53Q: 3 clusters Score -1.58083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117291 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15808324.000000 Penalty: 5792.913574
	Iteration 54Q: 3 clusters Score -1.580832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117296 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15808320.000000 Penalty: 5792.913574
	Iteration 55Q: 3 clusters Score -1.580832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -15808331.000000 Penalty: 5792.913574
	Iteration 56Q: 3 clusters Score -1.580833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15808331.000000 Penalty: 5792.913574
	Iteration 57Q: 3 clusters Score -1.580833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15808344.000000 Penalty: 5792.913574
	Iteration 58Q: 3 clusters Score -1.580834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15808335.000000 Penalty: 5792.913574
	Iteration 59Q: 3 clusters Score -1.580834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15808341.000000 Penalty: 5792.913574
	Iteration 60F: 3 clusters Score -1.580834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15808345.000000 Penalty: 5792.913574
	Iteration 61Q: 3 clusters Score -1.580834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15808361.000000 Penalty: 5792.913574
	Iteration 62Q: 3 clusters Score -1.580836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15808355.000000 Penalty: 5792.913574
	Iteration 63Q: 3 clusters Score -1.580836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15808351.000000 Penalty: 5792.913574
	Iteration 64Q: 3 clusters Score -1.580835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15808351.000000 Penalty: 5792.913574
	Iteration 65F: 3 clusters Score -1.580835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -249258.031250 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -249258 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 981 members 
Entering Unmasked Estep 
Score: -246660.359375 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -246660.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247090.218750 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -247090.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247211.828125 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -247211.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -247286.171875 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -247286.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -247313.796875 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -247313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -247340.906250 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -247340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247367.500000 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -247367.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -247393.859375 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -247393.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -247422.234375 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -247422.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -247448.921875 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -247448.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -247467.468750 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -247467.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -247484.968750 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -247485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -247494.859375 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -247494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -247496.703125 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -247496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -247498.093750 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -247498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -247499.046875 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -247499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -247501.437500 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -247501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -247503.546875 Penalty: 3748.506348
	Iteration 17Q: 3 clusters Score -247503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -247506.171875 Penalty: 3748.506348
	Iteration 18Q: 3 clusters Score -247506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -247508.875000 Penalty: 3748.506348
	Iteration 19Q: 3 clusters Score -247508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -247512.437500 Penalty: 3748.506348
	Iteration 20F: 3 clusters Score -247512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -247516.203125 Penalty: 3748.506348
	Iteration 21Q: 3 clusters Score -247516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247519.046875 Penalty: 3748.506348
	Iteration 22Q: 3 clusters Score -247519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -247522.140625 Penalty: 3748.506348
	Iteration 23Q: 3 clusters Score -247522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -247524.187500 Penalty: 3748.506348
	Iteration 24Q: 3 clusters Score -247524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -247525.015625 Penalty: 3748.506348
	Iteration 25Q: 3 clusters Score -247525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -247527.203125 Penalty: 3748.506348
	Iteration 26Q: 3 clusters Score -247527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -247529.500000 Penalty: 3748.506348
	Iteration 27Q: 3 clusters Score -247529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -247530.421875 Penalty: 3748.506348
	Iteration 28Q: 3 clusters Score -247530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -247533.203125 Penalty: 3748.506348
	Iteration 29Q: 3 clusters Score -247533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -247534.859375 Penalty: 3748.506348
	Iteration 30Q: 3 clusters Score -247534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -247537.062500 Penalty: 3748.506348
	Iteration 31Q: 3 clusters Score -247537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -247539.453125 Penalty: 3748.506348
	Iteration 32Q: 3 clusters Score -247539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -247540.156250 Penalty: 3748.506348
	Iteration 33Q: 3 clusters Score -247540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247542.609375 Penalty: 3748.506348
	Iteration 34Q: 3 clusters Score -247542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -247545.968750 Penalty: 3748.506348
	Iteration 35Q: 3 clusters Score -247546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247551.859375 Penalty: 3748.506348
	Iteration 36Q: 3 clusters Score -247551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -247557.203125 Penalty: 3748.506348
	Iteration 37Q: 3 clusters Score -247557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -247559.984375 Penalty: 3748.506348
	Iteration 38Q: 3 clusters Score -247560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -247562.421875 Penalty: 3748.506348
	Iteration 39Q: 3 clusters Score -247562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247565.375000 Penalty: 3748.506348
	Iteration 40F: 3 clusters Score -247565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -247567.484375 Penalty: 3748.506348
	Iteration 41Q: 3 clusters Score -247567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -247573.218750 Penalty: 3748.506348
	Iteration 42Q: 3 clusters Score -247573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247576.437500 Penalty: 3748.506348
	Iteration 43Q: 3 clusters Score -247576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247578.671875 Penalty: 3748.506348
	Iteration 44Q: 3 clusters Score -247578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247578.671875 Penalty: 3748.506348
	Iteration 45F: 3 clusters Score -247578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22720 members 
Mstep: Class 4 contains 154328 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54440 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 182235 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91742 members 
Mstep: Class 14 contains 149023 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120091 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118097 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280144.000000 Penalty: 75562.656250
Iteration 279Q: 23 clusters Score -1.352801e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22718 members 
Mstep: Class 4 contains 154315 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54430 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 182279 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91741 members 
Mstep: Class 14 contains 148992 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120093 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118121 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280000.000000 Penalty: 75562.656250
Iteration 280F: 23 clusters Score -1.3528e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22717 members 
Mstep: Class 4 contains 154304 members 
Mstep: Class 5 contains 48078 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54425 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 182327 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91738 members 
Mstep: Class 14 contains 148954 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10173 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120088 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118147 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 75562.656250
Iteration 281Q: 23 clusters Score -1.352799e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 22719 members 
Mstep: Class 4 contains 154295 members 
Mstep: Class 5 contains 48073 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54416 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91739 members 
Mstep: Class 14 contains 148914 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22763 members 
Mstep: Class 19 contains 120077 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118180 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280032.000000 Penalty: 75562.656250
Iteration 282Q: 23 clusters Score -1.3528e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22715 members 
Mstep: Class 4 contains 154292 members 
Mstep: Class 5 contains 48073 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 54410 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 182382 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91743 members 
Mstep: Class 14 contains 148882 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22763 members 
Mstep: Class 19 contains 120063 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118214 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280128.000000 Penalty: 75562.656250
Iteration 283Q: 23 clusters Score -1.352801e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22713 members 
Mstep: Class 4 contains 154284 members 
Mstep: Class 5 contains 48074 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 54404 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 182404 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91736 members 
Mstep: Class 14 contains 148857 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120052 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118248 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280160.000000 Penalty: 75562.656250
Iteration 284Q: 23 clusters Score -1.352802e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22707 members 
Mstep: Class 4 contains 154268 members 
Mstep: Class 5 contains 48072 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 54397 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 182430 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91730 members 
Mstep: Class 14 contains 148820 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10159 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120062 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118292 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280096.000000 Penalty: 75562.656250
Iteration 285Q: 23 clusters Score -1.352801e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22707 members 
Mstep: Class 4 contains 154255 members 
Mstep: Class 5 contains 48074 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54391 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 182457 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91710 members 
Mstep: Class 14 contains 148788 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10158 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120067 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118322 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280160.000000 Penalty: 75562.656250
Iteration 286Q: 23 clusters Score -1.352802e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22706 members 
Mstep: Class 4 contains 154251 members 
Mstep: Class 5 contains 48074 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54392 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 182477 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91699 members 
Mstep: Class 14 contains 148748 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120077 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118343 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 75562.656250
Iteration 287Q: 23 clusters Score -1.352802e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22704 members 
Mstep: Class 4 contains 154233 members 
Mstep: Class 5 contains 48075 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54386 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 182500 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91692 members 
Mstep: Class 14 contains 148711 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120099 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118368 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 75562.656250
Iteration 288Q: 23 clusters Score -1.352801e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22703 members 
Mstep: Class 4 contains 154211 members 
Mstep: Class 5 contains 48076 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54382 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 182523 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91690 members 
Mstep: Class 14 contains 148674 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10155 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120107 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118400 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 75562.656250
Iteration 289Q: 23 clusters Score -1.352801e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22700 members 
Mstep: Class 4 contains 154181 members 
Mstep: Class 5 contains 48075 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54378 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 182540 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91688 members 
Mstep: Class 14 contains 148655 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10152 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120116 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118439 members 
Mstep: Class 22 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280128.000000 Penalty: 75562.656250
Iteration 290Q: 23 clusters Score -1.352801e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22698 members 
Mstep: Class 4 contains 154161 members 
Mstep: Class 5 contains 48070 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54380 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 182542 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91676 members 
Mstep: Class 14 contains 148651 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10151 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120127 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118463 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280192.000000 Penalty: 75562.656250
Iteration 291Q: 23 clusters Score -1.352802e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22695 members 
Mstep: Class 4 contains 154133 members 
Mstep: Class 5 contains 48072 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54373 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 182560 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91660 members 
Mstep: Class 14 contains 148652 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120145 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118479 members 
Mstep: Class 22 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 292Q: 23 clusters Score -1.352802e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22691 members 
Mstep: Class 4 contains 154111 members 
Mstep: Class 5 contains 48073 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54363 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 182559 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91656 members 
Mstep: Class 14 contains 148661 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22766 members 
Mstep: Class 19 contains 120170 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118491 members 
Mstep: Class 22 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280192.000000 Penalty: 75562.656250
Iteration 293Q: 23 clusters Score -1.352802e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22690 members 
Mstep: Class 4 contains 154098 members 
Mstep: Class 5 contains 48078 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54363 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 182546 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91655 members 
Mstep: Class 14 contains 148658 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22765 members 
Mstep: Class 19 contains 120189 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118506 members 
Mstep: Class 22 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280192.000000 Penalty: 75562.656250
Iteration 294Q: 23 clusters Score -1.352802e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 154078 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54360 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 182549 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91659 members 
Mstep: Class 14 contains 148651 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10137 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120203 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118517 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 295Q: 23 clusters Score -1.352804e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 154058 members 
Mstep: Class 5 contains 48084 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 182559 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91662 members 
Mstep: Class 14 contains 148648 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10136 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120207 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118530 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 296Q: 23 clusters Score -1.352802e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 154041 members 
Mstep: Class 5 contains 48083 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54355 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 182551 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91665 members 
Mstep: Class 14 contains 148671 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120209 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118536 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 297Q: 23 clusters Score -1.352803e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22690 members 
Mstep: Class 4 contains 154020 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54350 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2514 members 
Mstep: Class 11 contains 182539 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91666 members 
Mstep: Class 14 contains 148703 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120206 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118544 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 298Q: 23 clusters Score -1.352804e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 154004 members 
Mstep: Class 5 contains 48080 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54346 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182537 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91667 members 
Mstep: Class 14 contains 148740 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22772 members 
Mstep: Class 19 contains 120200 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118549 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280256.000000 Penalty: 75562.656250
Iteration 299Q: 23 clusters Score -1.352803e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22690 members 
Mstep: Class 4 contains 153991 members 
Mstep: Class 5 contains 48076 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182533 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91663 members 
Mstep: Class 14 contains 148759 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10135 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22772 members 
Mstep: Class 19 contains 120204 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118557 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 75562.656250
Iteration 300F: 23 clusters Score -1.352803e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 153985 members 
Mstep: Class 5 contains 48073 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54344 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182515 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91668 members 
Mstep: Class 14 contains 148782 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120203 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118567 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 301Q: 23 clusters Score -1.352802e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 153984 members 
Mstep: Class 5 contains 48073 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182503 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91670 members 
Mstep: Class 14 contains 148801 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120202 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118575 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 302Q: 23 clusters Score -1.352803e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 153981 members 
Mstep: Class 5 contains 48066 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182497 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91669 members 
Mstep: Class 14 contains 148816 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120195 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118583 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280256.000000 Penalty: 75562.656250
Iteration 303Q: 23 clusters Score -1.352803e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 153974 members 
Mstep: Class 5 contains 48062 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182485 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91670 members 
Mstep: Class 14 contains 148843 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120188 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118589 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 304Q: 23 clusters Score -1.352804e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 153974 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 182464 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91674 members 
Mstep: Class 14 contains 148872 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10131 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120187 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118598 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 305Q: 23 clusters Score -1.352804e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22682 members 
Mstep: Class 4 contains 153971 members 
Mstep: Class 5 contains 48043 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182446 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91674 members 
Mstep: Class 14 contains 148894 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120190 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118610 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 306Q: 23 clusters Score -1.352804e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 22679 members 
Mstep: Class 4 contains 153968 members 
Mstep: Class 5 contains 48045 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182432 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91679 members 
Mstep: Class 14 contains 148911 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120183 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118613 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 307Q: 23 clusters Score -1.352803e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 22675 members 
Mstep: Class 4 contains 153967 members 
Mstep: Class 5 contains 48041 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54340 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182429 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91678 members 
Mstep: Class 14 contains 148924 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120180 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118615 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 308Q: 23 clusters Score -1.352804e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22672 members 
Mstep: Class 4 contains 153967 members 
Mstep: Class 5 contains 48030 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182421 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91676 members 
Mstep: Class 14 contains 148956 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10127 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120173 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118621 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 309Q: 23 clusters Score -1.352804e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22668 members 
Mstep: Class 4 contains 153968 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182418 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91675 members 
Mstep: Class 14 contains 148976 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10127 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120166 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118624 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280448.000000 Penalty: 75562.656250
Iteration 310Q: 23 clusters Score -1.352804e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22666 members 
Mstep: Class 4 contains 153966 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182416 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91672 members 
Mstep: Class 14 contains 148990 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10126 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120162 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118627 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 311Q: 23 clusters Score -1.352804e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22664 members 
Mstep: Class 4 contains 153960 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54332 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182418 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91669 members 
Mstep: Class 14 contains 149002 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120157 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118635 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 312Q: 23 clusters Score -1.352804e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 153956 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182417 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91670 members 
Mstep: Class 14 contains 148999 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10125 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120160 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118638 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 75562.656250
Iteration 313Q: 23 clusters Score -1.352805e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22661 members 
Mstep: Class 4 contains 153950 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182419 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91667 members 
Mstep: Class 14 contains 149004 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120157 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118644 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 314Q: 23 clusters Score -1.352804e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22660 members 
Mstep: Class 4 contains 153933 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182418 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91665 members 
Mstep: Class 14 contains 149020 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10121 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120155 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118648 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280448.000000 Penalty: 75562.656250
Iteration 315Q: 23 clusters Score -1.352804e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22656 members 
Mstep: Class 4 contains 153925 members 
Mstep: Class 5 contains 48027 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182410 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91662 members 
Mstep: Class 14 contains 149041 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10120 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120147 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118655 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 316Q: 23 clusters Score -1.352804e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22650 members 
Mstep: Class 4 contains 153915 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182404 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91658 members 
Mstep: Class 14 contains 149065 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10120 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 120137 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118666 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 317Q: 23 clusters Score -1.352804e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 153914 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182406 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91657 members 
Mstep: Class 14 contains 149072 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120131 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118675 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 318Q: 23 clusters Score -1.352802e+08 nChanged 90
Entering ConstructFrom: 
Score: -135280240.000000 Penalty: 75562.656250
Entering ConstructFrom: 
Trying to split cluster 1 (45655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Entering Unmasked Estep 
Score: -6150100.000000 Penalty: 2660.759277
	Iteration 0F: 2 clusters Score -6150100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -6119326.000000 Penalty: 5321.518555
	Iteration 0F: 3 clusters Score -6119326 nChanged 20889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -6131065.000000 Penalty: 5321.518555
	Iteration 1F: 3 clusters Score -6131065 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -6131712.000000 Penalty: 5321.518555
	Iteration 2Q: 3 clusters Score -6131712 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -6132394.500000 Penalty: 5321.518555
	Iteration 3Q: 3 clusters Score -6132394 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6133082.500000 Penalty: 5321.518555
	Iteration 4Q: 3 clusters Score -6133082 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6133951.000000 Penalty: 5321.518555
	Iteration 5Q: 3 clusters Score -6133951 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6135093.000000 Penalty: 5321.518555
	Iteration 6Q: 3 clusters Score -6135093 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -6136554.500000 Penalty: 5321.518555
	Iteration 7F: 3 clusters Score -6136554 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -6138557.000000 Penalty: 5321.518555
	Iteration 8F: 3 clusters Score -6138557 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6140659.500000 Penalty: 5321.518555
	Iteration 9F: 3 clusters Score -6140660 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -6142028.500000 Penalty: 5321.518555
	Iteration 10F: 3 clusters Score -6142028 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6142814.500000 Penalty: 5321.518555
	Iteration 11Q: 3 clusters Score -6142814 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6143217.000000 Penalty: 5321.518555
	Iteration 12Q: 3 clusters Score -6143217 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -6143437.000000 Penalty: 5321.518555
	Iteration 13Q: 3 clusters Score -6143437 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6143627.000000 Penalty: 5321.518555
	Iteration 14Q: 3 clusters Score -6143627 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -6143842.500000 Penalty: 5321.518555
	Iteration 15Q: 3 clusters Score -6143842 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -6144064.500000 Penalty: 5321.518555
	Iteration 16Q: 3 clusters Score -6144064 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -6144237.000000 Penalty: 5321.518555
	Iteration 17Q: 3 clusters Score -6144237 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -6144353.500000 Penalty: 5321.518555
	Iteration 18Q: 3 clusters Score -6144354 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -6144482.000000 Penalty: 5321.518555
	Iteration 19Q: 3 clusters Score -6144482 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -6144623.500000 Penalty: 5321.518555
	Iteration 20F: 3 clusters Score -6144624 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -6144769.000000 Penalty: 5321.518555
	Iteration 21Q: 3 clusters Score -6144769 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -6144878.500000 Penalty: 5321.518555
	Iteration 22Q: 3 clusters Score -6144878 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -6145010.500000 Penalty: 5321.518555
	Iteration 23Q: 3 clusters Score -6145010 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -6145134.000000 Penalty: 5321.518555
	Iteration 24Q: 3 clusters Score -6145134 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -6145288.000000 Penalty: 5321.518555
	Iteration 25Q: 3 clusters Score -6145288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -6145439.500000 Penalty: 5321.518555
	Iteration 26Q: 3 clusters Score -6145440 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -6145586.500000 Penalty: 5321.518555
	Iteration 27Q: 3 clusters Score -6145586 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -6145690.500000 Penalty: 5321.518555
	Iteration 28Q: 3 clusters Score -6145690 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -6145820.000000 Penalty: 5321.518555
	Iteration 29Q: 3 clusters Score -6145820 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -6145911.000000 Penalty: 5321.518555
	Iteration 30Q: 3 clusters Score -6145911 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -6146063.000000 Penalty: 5321.518555
	Iteration 31Q: 3 clusters Score -6146063 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6146148.000000 Penalty: 5321.518555
	Iteration 32Q: 3 clusters Score -6146148 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -6146255.500000 Penalty: 5321.518555
	Iteration 33Q: 3 clusters Score -6146256 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -6146354.500000 Penalty: 5321.518555
	Iteration 34Q: 3 clusters Score -6146354 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -6146471.000000 Penalty: 5321.518555
	Iteration 35Q: 3 clusters Score -6146471 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6146584.500000 Penalty: 5321.518555
	Iteration 36Q: 3 clusters Score -6146584 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -6146634.000000 Penalty: 5321.518555
	Iteration 37Q: 3 clusters Score -6146634 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -6146696.000000 Penalty: 5321.518555
	Iteration 38Q: 3 clusters Score -6146696 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -6146796.500000 Penalty: 5321.518555
	Iteration 39Q: 3 clusters Score -6146796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6146855.500000 Penalty: 5321.518555
	Iteration 40F: 3 clusters Score -6146856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -6146891.000000 Penalty: 5321.518555
	Iteration 41Q: 3 clusters Score -6146891 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6146926.500000 Penalty: 5321.518555
	Iteration 42Q: 3 clusters Score -6146926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -6146998.500000 Penalty: 5321.518555
	Iteration 43Q: 3 clusters Score -6146998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6147063.000000 Penalty: 5321.518555
	Iteration 44Q: 3 clusters Score -6147063 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6147112.500000 Penalty: 5321.518555
	Iteration 45Q: 3 clusters Score -6147112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6147164.500000 Penalty: 5321.518555
	Iteration 46Q: 3 clusters Score -6147164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6147214.000000 Penalty: 5321.518555
	Iteration 47Q: 3 clusters Score -6147214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6147250.000000 Penalty: 5321.518555
	Iteration 48Q: 3 clusters Score -6147250 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6147291.000000 Penalty: 5321.518555
	Iteration 49Q: 3 clusters Score -6147291 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6147337.000000 Penalty: 5321.518555
	Iteration 50Q: 3 clusters Score -6147337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6147363.500000 Penalty: 5321.518555
	Iteration 51Q: 3 clusters Score -6147364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6147390.000000 Penalty: 5321.518555
	Iteration 52Q: 3 clusters Score -6147390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6147418.500000 Penalty: 5321.518555
	Iteration 53Q: 3 clusters Score -6147418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6147461.500000 Penalty: 5321.518555
	Iteration 54Q: 3 clusters Score -6147462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6147498.500000 Penalty: 5321.518555
	Iteration 55Q: 3 clusters Score -6147498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6147516.000000 Penalty: 5321.518555
	Iteration 56Q: 3 clusters Score -6147516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6147535.000000 Penalty: 5321.518555
	Iteration 57Q: 3 clusters Score -6147535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6147569.000000 Penalty: 5321.518555
	Iteration 58Q: 3 clusters Score -6147569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6147588.500000 Penalty: 5321.518555
	Iteration 59Q: 3 clusters Score -6147588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6147617.500000 Penalty: 5321.518555
	Iteration 60F: 3 clusters Score -6147618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6147628.500000 Penalty: 5321.518555
	Iteration 61Q: 3 clusters Score -6147628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6147637.500000 Penalty: 5321.518555
	Iteration 62Q: 3 clusters Score -6147638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6147655.000000 Penalty: 5321.518555
	Iteration 63Q: 3 clusters Score -6147655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6147667.000000 Penalty: 5321.518555
	Iteration 64Q: 3 clusters Score -6147667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6147670.000000 Penalty: 5321.518555
	Iteration 65Q: 3 clusters Score -6147670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6147679.000000 Penalty: 5321.518555
	Iteration 66Q: 3 clusters Score -6147679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6147696.500000 Penalty: 5321.518555
	Iteration 67Q: 3 clusters Score -6147696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6147703.500000 Penalty: 5321.518555
	Iteration 68Q: 3 clusters Score -6147704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6147693.000000 Penalty: 5321.518555
	Iteration 69Q: 3 clusters Score -6147693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6147697.500000 Penalty: 5321.518555
	Iteration 70Q: 3 clusters Score -6147698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6147734.000000 Penalty: 5321.518555
	Iteration 71Q: 3 clusters Score -6147734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6147734.000000 Penalty: 5321.518555
	Iteration 72Q: 3 clusters Score -6147734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6147745.000000 Penalty: 5321.518555
	Iteration 73Q: 3 clusters Score -6147745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6147748.500000 Penalty: 5321.518555
	Iteration 74Q: 3 clusters Score -6147748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6147753.000000 Penalty: 5321.518555
	Iteration 75Q: 3 clusters Score -6147753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6147757.000000 Penalty: 5321.518555
	Iteration 76Q: 3 clusters Score -6147757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6147746.000000 Penalty: 5321.518555
	Iteration 77Q: 3 clusters Score -6147746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6147744.500000 Penalty: 5321.518555
	Iteration 78Q: 3 clusters Score -6147744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6147760.000000 Penalty: 5321.518555
	Iteration 79Q: 3 clusters Score -6147760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6147775.000000 Penalty: 5321.518555
	Iteration 80F: 3 clusters Score -6147775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6147780.500000 Penalty: 5321.518555
	Iteration 81Q: 3 clusters Score -6147780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6147781.500000 Penalty: 5321.518555
	Iteration 82Q: 3 clusters Score -6147782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6147782.000000 Penalty: 5321.518555
	Iteration 83Q: 3 clusters Score -6147782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6147788.500000 Penalty: 5321.518555
	Iteration 84Q: 3 clusters Score -6147788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6147785.000000 Penalty: 5321.518555
	Iteration 85Q: 3 clusters Score -6147785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6147785.000000 Penalty: 5321.518555
	Iteration 86Q: 3 clusters Score -6147785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6147784.000000 Penalty: 5321.518555
	Iteration 87Q: 3 clusters Score -6147784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6147786.000000 Penalty: 5321.518555
	Iteration 88Q: 3 clusters Score -6147786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6147794.000000 Penalty: 5321.518555
	Iteration 89Q: 3 clusters Score -6147794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6147791.000000 Penalty: 5321.518555
	Iteration 90Q: 3 clusters Score -6147791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6147794.500000 Penalty: 5321.518555
	Iteration 91Q: 3 clusters Score -6147794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6147792.000000 Penalty: 5321.518555
	Iteration 92Q: 3 clusters Score -6147792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6147795.500000 Penalty: 5321.518555
	Iteration 93Q: 3 clusters Score -6147796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6147795.500000 Penalty: 5321.518555
	Iteration 94Q: 3 clusters Score -6147796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6147800.000000 Penalty: 5321.518555
	Iteration 95Q: 3 clusters Score -6147800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6147797.000000 Penalty: 5321.518555
	Iteration 96Q: 3 clusters Score -6147797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6147806.000000 Penalty: 5321.518555
	Iteration 97Q: 3 clusters Score -6147806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6147800.500000 Penalty: 5321.518555
	Iteration 98Q: 3 clusters Score -6147800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6147801.000000 Penalty: 5321.518555
	Iteration 99Q: 3 clusters Score -6147801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6147807.000000 Penalty: 5321.518555
	Iteration 100F: 3 clusters Score -6147807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6147804.000000 Penalty: 5321.518555
	Iteration 101Q: 3 clusters Score -6147804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6147800.500000 Penalty: 5321.518555
	Iteration 102Q: 3 clusters Score -6147800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6147800.500000 Penalty: 5321.518555
	Iteration 103F: 3 clusters Score -6147800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -611904.687500 Penalty: 2102.553223
	Iteration 0F: 2 clusters Score -611904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -607471.000000 Penalty: 4205.106445
	Iteration 0F: 3 clusters Score -607471 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608566.250000 Penalty: 4205.106445
	Iteration 1F: 3 clusters Score -608566.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -608880.187500 Penalty: 4205.106445
	Iteration 2F: 3 clusters Score -608880.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -609123.812500 Penalty: 4205.106445
	Iteration 3F: 3 clusters Score -609123.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -609344.312500 Penalty: 4205.106445
	Iteration 4F: 3 clusters Score -609344.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -609525.125000 Penalty: 4205.106445
	Iteration 5Q: 3 clusters Score -609525.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -609693.187500 Penalty: 4205.106445
	Iteration 6Q: 3 clusters Score -609693.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -609829.187500 Penalty: 4205.106445
	Iteration 7Q: 3 clusters Score -609829.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -609945.500000 Penalty: 4205.106445
	Iteration 8Q: 3 clusters Score -609945.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -610037.500000 Penalty: 4205.106445
	Iteration 9Q: 3 clusters Score -610037.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -610114.562500 Penalty: 4205.106445
	Iteration 10Q: 3 clusters Score -610114.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -610185.187500 Penalty: 4205.106445
	Iteration 11Q: 3 clusters Score -610185.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -610247.875000 Penalty: 4205.106445
	Iteration 12Q: 3 clusters Score -610247.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -610288.875000 Penalty: 4205.106445
	Iteration 13Q: 3 clusters Score -610288.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -610321.250000 Penalty: 4205.106445
	Iteration 14Q: 3 clusters Score -610321.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -610354.437500 Penalty: 4205.106445
	Iteration 15Q: 3 clusters Score -610354.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -610382.375000 Penalty: 4205.106445
	Iteration 16Q: 3 clusters Score -610382.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -610397.250000 Penalty: 4205.106445
	Iteration 17Q: 3 clusters Score -610397.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -610412.125000 Penalty: 4205.106445
	Iteration 18Q: 3 clusters Score -610412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -610419.812500 Penalty: 4205.106445
	Iteration 19Q: 3 clusters Score -610419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -610428.375000 Penalty: 4205.106445
	Iteration 20F: 3 clusters Score -610428.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -610442.750000 Penalty: 4205.106445
	Iteration 21Q: 3 clusters Score -610442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -610459.125000 Penalty: 4205.106445
	Iteration 22Q: 3 clusters Score -610459.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -610470.687500 Penalty: 4205.106445
	Iteration 23Q: 3 clusters Score -610470.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -610479.062500 Penalty: 4205.106445
	Iteration 24Q: 3 clusters Score -610479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -610483.500000 Penalty: 4205.106445
	Iteration 25Q: 3 clusters Score -610483.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -610491.312500 Penalty: 4205.106445
	Iteration 26Q: 3 clusters Score -610491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -610495.000000 Penalty: 4205.106445
	Iteration 27Q: 3 clusters Score -610495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -610506.000000 Penalty: 4205.106445
	Iteration 28Q: 3 clusters Score -610506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -610515.187500 Penalty: 4205.106445
	Iteration 29Q: 3 clusters Score -610515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -610526.500000 Penalty: 4205.106445
	Iteration 30Q: 3 clusters Score -610526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -610531.187500 Penalty: 4205.106445
	Iteration 31Q: 3 clusters Score -610531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -610538.062500 Penalty: 4205.106445
	Iteration 32Q: 3 clusters Score -610538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -610543.312500 Penalty: 4205.106445
	Iteration 33Q: 3 clusters Score -610543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -610547.875000 Penalty: 4205.106445
	Iteration 34Q: 3 clusters Score -610547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -610552.875000 Penalty: 4205.106445
	Iteration 35Q: 3 clusters Score -610552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -610554.250000 Penalty: 4205.106445
	Iteration 36Q: 3 clusters Score -610554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -610555.875000 Penalty: 4205.106445
	Iteration 37Q: 3 clusters Score -610555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -610558.500000 Penalty: 4205.106445
	Iteration 38Q: 3 clusters Score -610558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -610562.625000 Penalty: 4205.106445
	Iteration 39Q: 3 clusters Score -610562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -610568.937500 Penalty: 4205.106445
	Iteration 40F: 3 clusters Score -610568.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -610573.187500 Penalty: 4205.106445
	Iteration 41Q: 3 clusters Score -610573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -610580.125000 Penalty: 4205.106445
	Iteration 42Q: 3 clusters Score -610580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -610586.250000 Penalty: 4205.106445
	Iteration 43Q: 3 clusters Score -610586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -610588.437500 Penalty: 4205.106445
	Iteration 44Q: 3 clusters Score -610588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -610588.562500 Penalty: 4205.106445
	Iteration 45Q: 3 clusters Score -610588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -610588.687500 Penalty: 4205.106445
	Iteration 46Q: 3 clusters Score -610588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -610588.687500 Penalty: 4205.106445
	Iteration 47F: 3 clusters Score -610588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Entering Unmasked Estep 
Score: -3057124.750000 Penalty: 2486.824219
	Iteration 0F: 2 clusters Score -3057125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3041386.500000 Penalty: 4973.648438
	Iteration 0F: 3 clusters Score -3041386 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3046679.250000 Penalty: 4973.648438
	Iteration 1F: 3 clusters Score -3046679 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3047015.000000 Penalty: 4973.648438
	Iteration 2Q: 3 clusters Score -3047015 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3047274.750000 Penalty: 4973.648438
	Iteration 3Q: 3 clusters Score -3047275 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3047538.500000 Penalty: 4973.648438
	Iteration 4Q: 3 clusters Score -3047538 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3047817.750000 Penalty: 4973.648438
	Iteration 5Q: 3 clusters Score -3047818 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3048119.750000 Penalty: 4973.648438
	Iteration 6Q: 3 clusters Score -3048120 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3048444.500000 Penalty: 4973.648438
	Iteration 7Q: 3 clusters Score -3048444 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3048845.000000 Penalty: 4973.648438
	Iteration 8Q: 3 clusters Score -3048845 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3049417.000000 Penalty: 4973.648438
	Iteration 9Q: 3 clusters Score -3049417 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3050293.250000 Penalty: 4973.648438
	Iteration 10F: 3 clusters Score -3050293 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3051394.000000 Penalty: 4973.648438
	Iteration 11F: 3 clusters Score -3051394 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3052519.500000 Penalty: 4973.648438
	Iteration 12F: 3 clusters Score -3052520 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3053276.250000 Penalty: 4973.648438
	Iteration 13Q: 3 clusters Score -3053276 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3053648.500000 Penalty: 4973.648438
	Iteration 14Q: 3 clusters Score -3053648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3053860.250000 Penalty: 4973.648438
	Iteration 15Q: 3 clusters Score -3053860 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3053977.250000 Penalty: 4973.648438
	Iteration 16Q: 3 clusters Score -3053977 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3054053.000000 Penalty: 4973.648438
	Iteration 17Q: 3 clusters Score -3054053 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3054101.250000 Penalty: 4973.648438
	Iteration 18Q: 3 clusters Score -3054101 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3054158.000000 Penalty: 4973.648438
	Iteration 19Q: 3 clusters Score -3054158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3054202.750000 Penalty: 4973.648438
	Iteration 20F: 3 clusters Score -3054203 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3054239.250000 Penalty: 4973.648438
	Iteration 21Q: 3 clusters Score -3054239 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3054287.000000 Penalty: 4973.648438
	Iteration 22Q: 3 clusters Score -3054287 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3054327.750000 Penalty: 4973.648438
	Iteration 23Q: 3 clusters Score -3054328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3054371.250000 Penalty: 4973.648438
	Iteration 24Q: 3 clusters Score -3054371 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3054410.750000 Penalty: 4973.648438
	Iteration 25Q: 3 clusters Score -3054411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3054443.750000 Penalty: 4973.648438
	Iteration 26Q: 3 clusters Score -3054444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3054471.750000 Penalty: 4973.648438
	Iteration 27Q: 3 clusters Score -3054472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3054499.250000 Penalty: 4973.648438
	Iteration 28Q: 3 clusters Score -3054499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3054531.250000 Penalty: 4973.648438
	Iteration 29Q: 3 clusters Score -3054531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3054553.250000 Penalty: 4973.648438
	Iteration 30Q: 3 clusters Score -3054553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3054592.000000 Penalty: 4973.648438
	Iteration 31Q: 3 clusters Score -3054592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3054613.250000 Penalty: 4973.648438
	Iteration 32Q: 3 clusters Score -3054613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3054635.250000 Penalty: 4973.648438
	Iteration 33Q: 3 clusters Score -3054635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3054665.500000 Penalty: 4973.648438
	Iteration 34Q: 3 clusters Score -3054666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3054693.500000 Penalty: 4973.648438
	Iteration 35Q: 3 clusters Score -3054694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3054717.500000 Penalty: 4973.648438
	Iteration 36Q: 3 clusters Score -3054718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3054742.750000 Penalty: 4973.648438
	Iteration 37Q: 3 clusters Score -3054743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3054770.500000 Penalty: 4973.648438
	Iteration 38Q: 3 clusters Score -3054770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3054794.750000 Penalty: 4973.648438
	Iteration 39Q: 3 clusters Score -3054795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3054820.000000 Penalty: 4973.648438
	Iteration 40F: 3 clusters Score -3054820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3054833.500000 Penalty: 4973.648438
	Iteration 41Q: 3 clusters Score -3054834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3054864.250000 Penalty: 4973.648438
	Iteration 42Q: 3 clusters Score -3054864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3054881.000000 Penalty: 4973.648438
	Iteration 43Q: 3 clusters Score -3054881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3054902.250000 Penalty: 4973.648438
	Iteration 44Q: 3 clusters Score -3054902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3054918.000000 Penalty: 4973.648438
	Iteration 45Q: 3 clusters Score -3054918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3054928.750000 Penalty: 4973.648438
	Iteration 46Q: 3 clusters Score -3054929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3054944.250000 Penalty: 4973.648438
	Iteration 47Q: 3 clusters Score -3054944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3054954.250000 Penalty: 4973.648438
	Iteration 48Q: 3 clusters Score -3054954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3054968.250000 Penalty: 4973.648438
	Iteration 49Q: 3 clusters Score -3054968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3054984.000000 Penalty: 4973.648438
	Iteration 50Q: 3 clusters Score -3054984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3055002.750000 Penalty: 4973.648438
	Iteration 51Q: 3 clusters Score -3055003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3055012.000000 Penalty: 4973.648438
	Iteration 52Q: 3 clusters Score -3055012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3055016.750000 Penalty: 4973.648438
	Iteration 53Q: 3 clusters Score -3055017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3055024.750000 Penalty: 4973.648438
	Iteration 54Q: 3 clusters Score -3055025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3055031.000000 Penalty: 4973.648438
	Iteration 55Q: 3 clusters Score -3055031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3055032.000000 Penalty: 4973.648438
	Iteration 56Q: 3 clusters Score -3055032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3055036.250000 Penalty: 4973.648438
	Iteration 57Q: 3 clusters Score -3055036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3055039.500000 Penalty: 4973.648438
	Iteration 58Q: 3 clusters Score -3055040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3055044.250000 Penalty: 4973.648438
	Iteration 59Q: 3 clusters Score -3055044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3055041.000000 Penalty: 4973.648438
	Iteration 60F: 3 clusters Score -3055041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3055047.000000 Penalty: 4973.648438
	Iteration 61Q: 3 clusters Score -3055047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3055050.000000 Penalty: 4973.648438
	Iteration 62Q: 3 clusters Score -3055050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3055055.750000 Penalty: 4973.648438
	Iteration 63Q: 3 clusters Score -3055056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3055055.000000 Penalty: 4973.648438
	Iteration 64Q: 3 clusters Score -3055055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3055054.750000 Penalty: 4973.648438
	Iteration 65Q: 3 clusters Score -3055055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3055064.500000 Penalty: 4973.648438
	Iteration 66Q: 3 clusters Score -3055064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3055063.250000 Penalty: 4973.648438
	Iteration 67Q: 3 clusters Score -3055063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3055066.250000 Penalty: 4973.648438
	Iteration 68Q: 3 clusters Score -3055066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3055071.750000 Penalty: 4973.648438
	Iteration 69Q: 3 clusters Score -3055072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3055074.500000 Penalty: 4973.648438
	Iteration 70Q: 3 clusters Score -3055074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3055076.250000 Penalty: 4973.648438
	Iteration 71Q: 3 clusters Score -3055076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3055080.000000 Penalty: 4973.648438
	Iteration 72Q: 3 clusters Score -3055080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3055081.000000 Penalty: 4973.648438
	Iteration 73Q: 3 clusters Score -3055081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3055078.000000 Penalty: 4973.648438
	Iteration 74Q: 3 clusters Score -3055078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3055076.500000 Penalty: 4973.648438
	Iteration 75Q: 3 clusters Score -3055076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3055074.750000 Penalty: 4973.648438
	Iteration 76Q: 3 clusters Score -3055075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3055074.750000 Penalty: 4973.648438
	Iteration 77F: 3 clusters Score -3055075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Entering Unmasked Estep 
Score: -20514996.000000 Penalty: 2962.156982
	Iteration 0F: 2 clusters Score -2.0515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -20416612.000000 Penalty: 5924.313965
	Iteration 0F: 3 clusters Score -2.041661e+07 nChanged 73771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -20459476.000000 Penalty: 5924.313965
	Iteration 1F: 3 clusters Score -2.045948e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -20460772.000000 Penalty: 5924.313965
	Iteration 2Q: 3 clusters Score -2.046077e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -20462594.000000 Penalty: 5924.313965
	Iteration 3Q: 3 clusters Score -2.046259e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -20465572.000000 Penalty: 5924.313965
	Iteration 4Q: 3 clusters Score -2.046557e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -20470126.000000 Penalty: 5924.313965
	Iteration 5F: 3 clusters Score -2.047013e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -20477486.000000 Penalty: 5924.313965
	Iteration 6F: 3 clusters Score -2.047749e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -20486634.000000 Penalty: 5924.313965
	Iteration 7F: 3 clusters Score -2.048663e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -20496066.000000 Penalty: 5924.313965
	Iteration 8F: 3 clusters Score -2.049607e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123656 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -20502688.000000 Penalty: 5924.313965
	Iteration 9Q: 3 clusters Score -2.050269e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -20505474.000000 Penalty: 5924.313965
	Iteration 10Q: 3 clusters Score -2.050547e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -20507022.000000 Penalty: 5924.313965
	Iteration 11Q: 3 clusters Score -2.050702e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -20507942.000000 Penalty: 5924.313965
	Iteration 12Q: 3 clusters Score -2.050794e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -20508760.000000 Penalty: 5924.313965
	Iteration 13Q: 3 clusters Score -2.050876e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136670 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -20509512.000000 Penalty: 5924.313965
	Iteration 14Q: 3 clusters Score -2.050951e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -20510074.000000 Penalty: 5924.313965
	Iteration 15Q: 3 clusters Score -2.051007e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -20510720.000000 Penalty: 5924.313965
	Iteration 16Q: 3 clusters Score -2.051072e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -20511220.000000 Penalty: 5924.313965
	Iteration 17Q: 3 clusters Score -2.051122e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143272 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -20511634.000000 Penalty: 5924.313965
	Iteration 18Q: 3 clusters Score -2.051163e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -20512048.000000 Penalty: 5924.313965
	Iteration 19Q: 3 clusters Score -2.051205e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -20512310.000000 Penalty: 5924.313965
	Iteration 20F: 3 clusters Score -2.051231e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -20512356.000000 Penalty: 5924.313965
	Iteration 21Q: 3 clusters Score -2.051236e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -20512422.000000 Penalty: 5924.313965
	Iteration 22Q: 3 clusters Score -2.051242e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -20512530.000000 Penalty: 5924.313965
	Iteration 23Q: 3 clusters Score -2.051253e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -20512590.000000 Penalty: 5924.313965
	Iteration 24Q: 3 clusters Score -2.051259e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20512630.000000 Penalty: 5924.313965
	Iteration 25Q: 3 clusters Score -2.051263e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -20512688.000000 Penalty: 5924.313965
	Iteration 26Q: 3 clusters Score -2.051269e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20512750.000000 Penalty: 5924.313965
	Iteration 27Q: 3 clusters Score -2.051275e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -20512870.000000 Penalty: 5924.313965
	Iteration 28Q: 3 clusters Score -2.051287e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -20512882.000000 Penalty: 5924.313965
	Iteration 29Q: 3 clusters Score -2.051288e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150594 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -20512942.000000 Penalty: 5924.313965
	Iteration 30Q: 3 clusters Score -2.051294e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150780 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20512926.000000 Penalty: 5924.313965
	Iteration 31Q: 3 clusters Score -2.051293e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20512932.000000 Penalty: 5924.313965
	Iteration 32Q: 3 clusters Score -2.051293e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -20512898.000000 Penalty: 5924.313965
	Iteration 33Q: 3 clusters Score -2.05129e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20512888.000000 Penalty: 5924.313965
	Iteration 34Q: 3 clusters Score -2.051289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20512898.000000 Penalty: 5924.313965
	Iteration 35Q: 3 clusters Score -2.05129e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20512886.000000 Penalty: 5924.313965
	Iteration 36Q: 3 clusters Score -2.051289e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -20512876.000000 Penalty: 5924.313965
	Iteration 37Q: 3 clusters Score -2.051288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -20512872.000000 Penalty: 5924.313965
	Iteration 38Q: 3 clusters Score -2.051287e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20512864.000000 Penalty: 5924.313965
	Iteration 39Q: 3 clusters Score -2.051286e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -20512868.000000 Penalty: 5924.313965
	Iteration 40F: 3 clusters Score -2.051287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -20512908.000000 Penalty: 5924.313965
	Iteration 41Q: 3 clusters Score -2.051291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151906 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20512898.000000 Penalty: 5924.313965
	Iteration 42Q: 3 clusters Score -2.05129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -20512918.000000 Penalty: 5924.313965
	Iteration 43Q: 3 clusters Score -2.051292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20512924.000000 Penalty: 5924.313965
	Iteration 44Q: 3 clusters Score -2.051292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20512898.000000 Penalty: 5924.313965
	Iteration 45Q: 3 clusters Score -2.05129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20512858.000000 Penalty: 5924.313965
	Iteration 46Q: 3 clusters Score -2.051286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20512870.000000 Penalty: 5924.313965
	Iteration 47Q: 3 clusters Score -2.051287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152082 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20512888.000000 Penalty: 5924.313965
	Iteration 48Q: 3 clusters Score -2.051289e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20512888.000000 Penalty: 5924.313965
	Iteration 49Q: 3 clusters Score -2.051289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20512880.000000 Penalty: 5924.313965
	Iteration 50Q: 3 clusters Score -2.051288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -20512878.000000 Penalty: 5924.313965
	Iteration 51Q: 3 clusters Score -2.051288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -20512866.000000 Penalty: 5924.313965
	Iteration 52Q: 3 clusters Score -2.051287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20512856.000000 Penalty: 5924.313965
	Iteration 53Q: 3 clusters Score -2.051286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -20512872.000000 Penalty: 5924.313965
	Iteration 54Q: 3 clusters Score -2.051287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20512832.000000 Penalty: 5924.313965
	Iteration 55Q: 3 clusters Score -2.051283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20512846.000000 Penalty: 5924.313965
	Iteration 56Q: 3 clusters Score -2.051285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20512828.000000 Penalty: 5924.313965
	Iteration 57Q: 3 clusters Score -2.051283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20512844.000000 Penalty: 5924.313965
	Iteration 58Q: 3 clusters Score -2.051284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -20512864.000000 Penalty: 5924.313965
	Iteration 59Q: 3 clusters Score -2.051286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20512854.000000 Penalty: 5924.313965
	Iteration 60F: 3 clusters Score -2.051285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20512860.000000 Penalty: 5924.313965
	Iteration 61Q: 3 clusters Score -2.051286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20512858.000000 Penalty: 5924.313965
	Iteration 62Q: 3 clusters Score -2.051286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152375 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20512860.000000 Penalty: 5924.313965
	Iteration 63Q: 3 clusters Score -2.051286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20512854.000000 Penalty: 5924.313965
	Iteration 64Q: 3 clusters Score -2.051285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20512844.000000 Penalty: 5924.313965
	Iteration 65Q: 3 clusters Score -2.051284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152430 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20512818.000000 Penalty: 5924.313965
	Iteration 66Q: 3 clusters Score -2.051282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20512826.000000 Penalty: 5924.313965
	Iteration 67Q: 3 clusters Score -2.051283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20512836.000000 Penalty: 5924.313965
	Iteration 68Q: 3 clusters Score -2.051284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20512840.000000 Penalty: 5924.313965
	Iteration 69Q: 3 clusters Score -2.051284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20512830.000000 Penalty: 5924.313965
	Iteration 70Q: 3 clusters Score -2.051283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152528 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20512848.000000 Penalty: 5924.313965
	Iteration 71Q: 3 clusters Score -2.051285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152548 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20512846.000000 Penalty: 5924.313965
	Iteration 72Q: 3 clusters Score -2.051285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152561 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20512872.000000 Penalty: 5924.313965
	Iteration 73Q: 3 clusters Score -2.051287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20512864.000000 Penalty: 5924.313965
	Iteration 74Q: 3 clusters Score -2.051286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20512858.000000 Penalty: 5924.313965
	Iteration 75Q: 3 clusters Score -2.051286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152591 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20512870.000000 Penalty: 5924.313965
	Iteration 76Q: 3 clusters Score -2.051287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152598 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20512860.000000 Penalty: 5924.313965
	Iteration 77Q: 3 clusters Score -2.051286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152601 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20512868.000000 Penalty: 5924.313965
	Iteration 78Q: 3 clusters Score -2.051287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20512864.000000 Penalty: 5924.313965
	Iteration 79Q: 3 clusters Score -2.051286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152607 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20512862.000000 Penalty: 5924.313965
	Iteration 80F: 3 clusters Score -2.051286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20512870.000000 Penalty: 5924.313965
	Iteration 81Q: 3 clusters Score -2.051287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20512858.000000 Penalty: 5924.313965
	Iteration 82Q: 3 clusters Score -2.051286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20512862.000000 Penalty: 5924.313965
	Iteration 83Q: 3 clusters Score -2.051286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20512860.000000 Penalty: 5924.313965
	Iteration 84Q: 3 clusters Score -2.051286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20512852.000000 Penalty: 5924.313965
	Iteration 85Q: 3 clusters Score -2.051285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20512858.000000 Penalty: 5924.313965
	Iteration 86Q: 3 clusters Score -2.051286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20512840.000000 Penalty: 5924.313965
	Iteration 87Q: 3 clusters Score -2.051284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20512844.000000 Penalty: 5924.313965
	Iteration 88Q: 3 clusters Score -2.051284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20512856.000000 Penalty: 5924.313965
	Iteration 89Q: 3 clusters Score -2.051286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20512840.000000 Penalty: 5924.313965
	Iteration 90Q: 3 clusters Score -2.051284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20512854.000000 Penalty: 5924.313965
	Iteration 91Q: 3 clusters Score -2.051285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20512850.000000 Penalty: 5924.313965
	Iteration 92Q: 3 clusters Score -2.051285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20512862.000000 Penalty: 5924.313965
	Iteration 93Q: 3 clusters Score -2.051286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20512856.000000 Penalty: 5924.313965
	Iteration 94Q: 3 clusters Score -2.051286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20512854.000000 Penalty: 5924.313965
	Iteration 95Q: 3 clusters Score -2.051285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20512852.000000 Penalty: 5924.313965
	Iteration 96Q: 3 clusters Score -2.051285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20512844.000000 Penalty: 5924.313965
	Iteration 97Q: 3 clusters Score -2.051284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20512844.000000 Penalty: 5924.313965
	Iteration 98F: 3 clusters Score -2.051284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Entering Unmasked Estep 
Score: -6464968.500000 Penalty: 2673.263672
	Iteration 0F: 2 clusters Score -6464968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -6432519.500000 Penalty: 5346.527344
	Iteration 0F: 3 clusters Score -6432520 nChanged 22081
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6444564 nChanged 1961
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6445154 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6445735 nChanged 1785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6446344 nChanged 1817
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6447143 nChanged 1913
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6448014 nChanged 1995
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Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6449020 nChanged 2132
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Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6450200 nChanged 2309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6451618 nChanged 2452
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Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6453276 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6454903.500000 Penalty: 5346.527344
	Iteration 11F: 3 clusters Score -6454904 nChanged 2254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6456124 nChanged 1704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6456831.500000 Penalty: 5346.527344
	Iteration 13Q: 3 clusters Score -6456832 nChanged 1223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6457227 nChanged 833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6457426 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6457621.500000 Penalty: 5346.527344
	Iteration 16Q: 3 clusters Score -6457622 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6457757.500000 Penalty: 5346.527344
	Iteration 17Q: 3 clusters Score -6457758 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6457878 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -6458020.500000 Penalty: 5346.527344
	Iteration 19Q: 3 clusters Score -6458020 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6458153.000000 Penalty: 5346.527344
	Iteration 20F: 3 clusters Score -6458153 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6458305 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6458414 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -6458562.500000 Penalty: 5346.527344
	Iteration 23Q: 3 clusters Score -6458562 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6458679 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -6458816.500000 Penalty: 5346.527344
	Iteration 25Q: 3 clusters Score -6458816 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -6458953.500000 Penalty: 5346.527344
	Iteration 26Q: 3 clusters Score -6458954 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -6459112.000000 Penalty: 5346.527344
	Iteration 27Q: 3 clusters Score -6459112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -6459247.500000 Penalty: 5346.527344
	Iteration 28Q: 3 clusters Score -6459248 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6459373 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6459549.500000 Penalty: 5346.527344
	Iteration 30Q: 3 clusters Score -6459550 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6459720 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6459869.000000 Penalty: 5346.527344
	Iteration 32Q: 3 clusters Score -6459869 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6460076 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6460310 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6460506 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6460769.000000 Penalty: 5346.527344
	Iteration 36Q: 3 clusters Score -6460769 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6461004.000000 Penalty: 5346.527344
	Iteration 37Q: 3 clusters Score -6461004 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6461229.000000 Penalty: 5346.527344
	Iteration 38Q: 3 clusters Score -6461229 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6461434.000000 Penalty: 5346.527344
	Iteration 39Q: 3 clusters Score -6461434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6461592.500000 Penalty: 5346.527344
	Iteration 40F: 3 clusters Score -6461592 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6461704.000000 Penalty: 5346.527344
	Iteration 41Q: 3 clusters Score -6461704 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6461815.000000 Penalty: 5346.527344
	Iteration 42Q: 3 clusters Score -6461815 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6461931.000000 Penalty: 5346.527344
	Iteration 43Q: 3 clusters Score -6461931 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6462008.500000 Penalty: 5346.527344
	Iteration 44Q: 3 clusters Score -6462008 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6462121.000000 Penalty: 5346.527344
	Iteration 45Q: 3 clusters Score -6462121 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6462186.000000 Penalty: 5346.527344
	Iteration 46Q: 3 clusters Score -6462186 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6462256.500000 Penalty: 5346.527344
	Iteration 47Q: 3 clusters Score -6462256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6462318.000000 Penalty: 5346.527344
	Iteration 48Q: 3 clusters Score -6462318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6462346.500000 Penalty: 5346.527344
	Iteration 49Q: 3 clusters Score -6462346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6462394.500000 Penalty: 5346.527344
	Iteration 50Q: 3 clusters Score -6462394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6462437.500000 Penalty: 5346.527344
	Iteration 51Q: 3 clusters Score -6462438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6462474.500000 Penalty: 5346.527344
	Iteration 52Q: 3 clusters Score -6462474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6462501.500000 Penalty: 5346.527344
	Iteration 53Q: 3 clusters Score -6462502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6462516.500000 Penalty: 5346.527344
	Iteration 54Q: 3 clusters Score -6462516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6462522.500000 Penalty: 5346.527344
	Iteration 55Q: 3 clusters Score -6462522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6462527.000000 Penalty: 5346.527344
	Iteration 56Q: 3 clusters Score -6462527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6462540.000000 Penalty: 5346.527344
	Iteration 57Q: 3 clusters Score -6462540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6462551.000000 Penalty: 5346.527344
	Iteration 58Q: 3 clusters Score -6462551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6462553.500000 Penalty: 5346.527344
	Iteration 59Q: 3 clusters Score -6462554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6462567.000000 Penalty: 5346.527344
	Iteration 60F: 3 clusters Score -6462567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6462575.500000 Penalty: 5346.527344
	Iteration 61Q: 3 clusters Score -6462576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6462579.500000 Penalty: 5346.527344
	Iteration 62Q: 3 clusters Score -6462580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6462590.500000 Penalty: 5346.527344
	Iteration 63Q: 3 clusters Score -6462590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6462602.500000 Penalty: 5346.527344
	Iteration 64Q: 3 clusters Score -6462602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6462612.500000 Penalty: 5346.527344
	Iteration 65Q: 3 clusters Score -6462612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6462616.000000 Penalty: 5346.527344
	Iteration 66Q: 3 clusters Score -6462616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6462619.500000 Penalty: 5346.527344
	Iteration 67Q: 3 clusters Score -6462620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6462625.500000 Penalty: 5346.527344
	Iteration 68Q: 3 clusters Score -6462626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6462633.500000 Penalty: 5346.527344
	Iteration 69Q: 3 clusters Score -6462634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6462633.500000 Penalty: 5346.527344
	Iteration 70Q: 3 clusters Score -6462634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6462643.000000 Penalty: 5346.527344
	Iteration 71Q: 3 clusters Score -6462643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6462643.000000 Penalty: 5346.527344
	Iteration 72Q: 3 clusters Score -6462643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6462642.500000 Penalty: 5346.527344
	Iteration 73Q: 3 clusters Score -6462642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6462642.000000 Penalty: 5346.527344
	Iteration 74Q: 3 clusters Score -6462642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6462642.500000 Penalty: 5346.527344
	Iteration 75Q: 3 clusters Score -6462642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6462644.000000 Penalty: 5346.527344
	Iteration 76Q: 3 clusters Score -6462644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6462642.500000 Penalty: 5346.527344
	Iteration 77Q: 3 clusters Score -6462642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6462641.500000 Penalty: 5346.527344
	Iteration 78Q: 3 clusters Score -6462642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6462643.000000 Penalty: 5346.527344
	Iteration 79Q: 3 clusters Score -6462643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6462641.500000 Penalty: 5346.527344
	Iteration 80F: 3 clusters Score -6462642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6462648.000000 Penalty: 5346.527344
	Iteration 81Q: 3 clusters Score -6462648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6462645.500000 Penalty: 5346.527344
	Iteration 82Q: 3 clusters Score -6462646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6462650.000000 Penalty: 5346.527344
	Iteration 83Q: 3 clusters Score -6462650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6462656.000000 Penalty: 5346.527344
	Iteration 84Q: 3 clusters Score -6462656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6462655.500000 Penalty: 5346.527344
	Iteration 85Q: 3 clusters Score -6462656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6462655.500000 Penalty: 5346.527344
	Iteration 86F: 3 clusters Score -6462656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15648.168945 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15648.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15686.281250 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15686.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15686.281250 Penalty: 2491.844727
	Iteration 2F: 3 clusters Score -15686.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -157571.625000 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -157571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155464.859375 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -155464.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155818.468750 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -155818.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155900.625000 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -155900.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155959.625000 Penalty: 3547.525391
	Iteration 3Q: 3 clusters Score -155959.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156000.375000 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -156000.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156021.734375 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -156021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156030.359375 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -156030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156033.437500 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -156033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156037.515625 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -156037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156042.062500 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -156042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156045.531250 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -156045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156047.640625 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -156047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156050.562500 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -156050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156053.062500 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -156053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156054.281250 Penalty: 3547.525391
	Iteration 14Q: 3 clusters Score -156054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156054.281250 Penalty: 3547.525391
	Iteration 15F: 3 clusters Score -156054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Entering Unmasked Estep 
Score: -7045002.500000 Penalty: 2703.952393
	Iteration 0F: 2 clusters Score -7045002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7008418.500000 Penalty: 5407.904785
	Iteration 0F: 3 clusters Score -7008418 nChanged 25162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7022467.000000 Penalty: 5407.904785
	Iteration 1F: 3 clusters Score -7022467 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -7022896.000000 Penalty: 5407.904785
	Iteration 2Q: 3 clusters Score -7022896 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7023263.500000 Penalty: 5407.904785
	Iteration 3Q: 3 clusters Score -7023264 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -7023685.000000 Penalty: 5407.904785
	Iteration 4Q: 3 clusters Score -7023685 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -7024177.500000 Penalty: 5407.904785
	Iteration 5Q: 3 clusters Score -7024178 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -7024704.500000 Penalty: 5407.904785
	Iteration 6Q: 3 clusters Score -7024704 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -7025421.000000 Penalty: 5407.904785
	Iteration 7Q: 3 clusters Score -7025421 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -7026230.500000 Penalty: 5407.904785
	Iteration 8Q: 3 clusters Score -7026230 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -7027152.000000 Penalty: 5407.904785
	Iteration 9Q: 3 clusters Score -7027152 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -7028259.500000 Penalty: 5407.904785
	Iteration 10Q: 3 clusters Score -7028260 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7029415.000000 Penalty: 5407.904785
	Iteration 11Q: 3 clusters Score -7029415 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -7030665.500000 Penalty: 5407.904785
	Iteration 12Q: 3 clusters Score -7030666 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -7032033.000000 Penalty: 5407.904785
	Iteration 13Q: 3 clusters Score -7032033 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -7033407.500000 Penalty: 5407.904785
	Iteration 14Q: 3 clusters Score -7033408 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -7034500.500000 Penalty: 5407.904785
	Iteration 15Q: 3 clusters Score -7034500 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -7035284.000000 Penalty: 5407.904785
	Iteration 16Q: 3 clusters Score -7035284 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -7035866.000000 Penalty: 5407.904785
	Iteration 17Q: 3 clusters Score -7035866 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -7036345.500000 Penalty: 5407.904785
	Iteration 18Q: 3 clusters Score -7036346 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7036852.500000 Penalty: 5407.904785
	Iteration 19Q: 3 clusters Score -7036852 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -7037321.500000 Penalty: 5407.904785
	Iteration 20F: 3 clusters Score -7037322 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7037762.000000 Penalty: 5407.904785
	Iteration 21Q: 3 clusters Score -7037762 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -7038224.500000 Penalty: 5407.904785
	Iteration 22Q: 3 clusters Score -7038224 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -7038692.500000 Penalty: 5407.904785
	Iteration 23Q: 3 clusters Score -7038692 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -7039086.000000 Penalty: 5407.904785
	Iteration 24Q: 3 clusters Score -7039086 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -7039470.000000 Penalty: 5407.904785
	Iteration 25Q: 3 clusters Score -7039470 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -7039839.000000 Penalty: 5407.904785
	Iteration 26Q: 3 clusters Score -7039839 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -7040130.500000 Penalty: 5407.904785
	Iteration 27Q: 3 clusters Score -7040130 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -7040443.500000 Penalty: 5407.904785
	Iteration 28Q: 3 clusters Score -7040444 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -7040768.000000 Penalty: 5407.904785
	Iteration 29Q: 3 clusters Score -7040768 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -7041018.000000 Penalty: 5407.904785
	Iteration 30Q: 3 clusters Score -7041018 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -7041293.000000 Penalty: 5407.904785
	Iteration 31Q: 3 clusters Score -7041293 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7041505.000000 Penalty: 5407.904785
	Iteration 32Q: 3 clusters Score -7041505 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -7041699.500000 Penalty: 5407.904785
	Iteration 33Q: 3 clusters Score -7041700 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -7041863.500000 Penalty: 5407.904785
	Iteration 34Q: 3 clusters Score -7041864 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -7042079.000000 Penalty: 5407.904785
	Iteration 35Q: 3 clusters Score -7042079 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -7042196.500000 Penalty: 5407.904785
	Iteration 36Q: 3 clusters Score -7042196 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -7042298.000000 Penalty: 5407.904785
	Iteration 37Q: 3 clusters Score -7042298 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -7042402.000000 Penalty: 5407.904785
	Iteration 38Q: 3 clusters Score -7042402 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -7042490.500000 Penalty: 5407.904785
	Iteration 39Q: 3 clusters Score -7042490 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -7042601.500000 Penalty: 5407.904785
	Iteration 40F: 3 clusters Score -7042602 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7042661.500000 Penalty: 5407.904785
	Iteration 41Q: 3 clusters Score -7042662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -7042712.500000 Penalty: 5407.904785
	Iteration 42Q: 3 clusters Score -7042712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7042776.000000 Penalty: 5407.904785
	Iteration 43Q: 3 clusters Score -7042776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7042798.500000 Penalty: 5407.904785
	Iteration 44Q: 3 clusters Score -7042798 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -7042862.500000 Penalty: 5407.904785
	Iteration 45Q: 3 clusters Score -7042862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7042914.500000 Penalty: 5407.904785
	Iteration 46Q: 3 clusters Score -7042914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7042950.000000 Penalty: 5407.904785
	Iteration 47Q: 3 clusters Score -7042950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -7042988.500000 Penalty: 5407.904785
	Iteration 48Q: 3 clusters Score -7042988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7043009.500000 Penalty: 5407.904785
	Iteration 49Q: 3 clusters Score -7043010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -7043031.500000 Penalty: 5407.904785
	Iteration 50Q: 3 clusters Score -7043032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7043052.500000 Penalty: 5407.904785
	Iteration 51Q: 3 clusters Score -7043052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7043044.500000 Penalty: 5407.904785
	Iteration 52Q: 3 clusters Score -7043044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7043054.000000 Penalty: 5407.904785
	Iteration 53Q: 3 clusters Score -7043054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7043069.500000 Penalty: 5407.904785
	Iteration 54Q: 3 clusters Score -7043070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7043061.500000 Penalty: 5407.904785
	Iteration 55Q: 3 clusters Score -7043062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -7043074.000000 Penalty: 5407.904785
	Iteration 56Q: 3 clusters Score -7043074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7043071.500000 Penalty: 5407.904785
	Iteration 57Q: 3 clusters Score -7043072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7043059.000000 Penalty: 5407.904785
	Iteration 58Q: 3 clusters Score -7043059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7043080.500000 Penalty: 5407.904785
	Iteration 59Q: 3 clusters Score -7043080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7043078.500000 Penalty: 5407.904785
	Iteration 60F: 3 clusters Score -7043078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7043086.000000 Penalty: 5407.904785
	Iteration 61Q: 3 clusters Score -7043086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7043083.500000 Penalty: 5407.904785
	Iteration 62Q: 3 clusters Score -7043084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7043093.500000 Penalty: 5407.904785
	Iteration 63Q: 3 clusters Score -7043094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -7043091.500000 Penalty: 5407.904785
	Iteration 64Q: 3 clusters Score -7043092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -7043101.000000 Penalty: 5407.904785
	Iteration 65Q: 3 clusters Score -7043101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7043098.500000 Penalty: 5407.904785
	Iteration 66Q: 3 clusters Score -7043098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7043101.000000 Penalty: 5407.904785
	Iteration 67Q: 3 clusters Score -7043101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7043096.500000 Penalty: 5407.904785
	Iteration 68Q: 3 clusters Score -7043096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7043108.500000 Penalty: 5407.904785
	Iteration 69Q: 3 clusters Score -7043108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7043111.500000 Penalty: 5407.904785
	Iteration 70Q: 3 clusters Score -7043112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7043123.000000 Penalty: 5407.904785
	Iteration 71Q: 3 clusters Score -7043123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7043131.500000 Penalty: 5407.904785
	Iteration 72Q: 3 clusters Score -7043132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7043151.500000 Penalty: 5407.904785
	Iteration 73Q: 3 clusters Score -7043152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7043149.500000 Penalty: 5407.904785
	Iteration 74Q: 3 clusters Score -7043150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7043134.500000 Penalty: 5407.904785
	Iteration 75Q: 3 clusters Score -7043134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7043143.500000 Penalty: 5407.904785
	Iteration 76Q: 3 clusters Score -7043144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7043142.000000 Penalty: 5407.904785
	Iteration 77Q: 3 clusters Score -7043142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -7043138.000000 Penalty: 5407.904785
	Iteration 78Q: 3 clusters Score -7043138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7043136.500000 Penalty: 5407.904785
	Iteration 79Q: 3 clusters Score -7043136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7043137.500000 Penalty: 5407.904785
	Iteration 80F: 3 clusters Score -7043138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7043136.000000 Penalty: 5407.904785
	Iteration 81Q: 3 clusters Score -7043136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7043145.000000 Penalty: 5407.904785
	Iteration 82Q: 3 clusters Score -7043145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7043145.500000 Penalty: 5407.904785
	Iteration 83Q: 3 clusters Score -7043146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7043150.000000 Penalty: 5407.904785
	Iteration 84Q: 3 clusters Score -7043150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7043142.500000 Penalty: 5407.904785
	Iteration 85Q: 3 clusters Score -7043142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7043143.000000 Penalty: 5407.904785
	Iteration 86Q: 3 clusters Score -7043143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7043144.500000 Penalty: 5407.904785
	Iteration 87Q: 3 clusters Score -7043144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -7043145.000000 Penalty: 5407.904785
	Iteration 88Q: 3 clusters Score -7043145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7043143.000000 Penalty: 5407.904785
	Iteration 89Q: 3 clusters Score -7043143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7043143.000000 Penalty: 5407.904785
	Iteration 90F: 3 clusters Score -7043143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -122626.773438 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -122626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120682.453125 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -120682.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121038.210938 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -121038.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121342.617188 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -121342.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -121789.468750 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -121789.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122020.406250 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -122020.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122179.210938 Penalty: 3433.142334
	Iteration 5F: 3 clusters Score -122179.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122309.195312 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -122309.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -122388.468750 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -122388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122432.789062 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -122432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122459.476562 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -122459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122494.023438 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -122494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122528.179688 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -122528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -122600.015625 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -122600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122663.789062 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -122663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122741.031250 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -122741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122781.179688 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -122781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122794.398438 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -122794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122796.328125 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -122796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122796.328125 Penalty: 3433.142334
	Iteration 18F: 3 clusters Score -122796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182408 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91650 members 
Mstep: Class 14 contains 149079 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120128 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118680 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 710 members 
Entering Unmasked Estep 
Score: -135278688.000000 Penalty: 78997.320312
Splitting cluster 9 changes total score from -135280240.000000 to -135278688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -338647.406250 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -338647.4 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 1242 members 
Entering Unmasked Estep 
Score: -335634.000000 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -335634 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -336194.562500 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -336194.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -336360.281250 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -336360.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -336477.281250 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -336477.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -336540.937500 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -336540.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -336580.156250 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -336580.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -336620.937500 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -336620.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -336649.468750 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -336649.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -336664.406250 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -336664.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -336675.968750 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -336676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -336688.343750 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -336688.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -336705.281250 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -336705.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -336714.968750 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -336715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -336722.187500 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -336722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -336728.218750 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -336728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -336730.968750 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -336731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -336731.906250 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -336731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -336732.000000 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -336732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -336733.500000 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -336733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -336735.437500 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -336735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -336735.625000 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -336735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -336735.250000 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -336735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -336735.250000 Penalty: 3883.102051
	Iteration 22F: 3 clusters Score -336735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Entering Unmasked Estep 
Score: -24224012.000000 Penalty: 3004.272217
	Iteration 0F: 2 clusters Score -2.422401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -24105822.000000 Penalty: 6008.544434
	Iteration 0F: 3 clusters Score -2.410582e+07 nChanged 87368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -24156800.000000 Penalty: 6008.544434
	Iteration 1F: 3 clusters Score -2.41568e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -24157550.000000 Penalty: 6008.544434
	Iteration 2Q: 3 clusters Score -2.415755e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -24158704.000000 Penalty: 6008.544434
	Iteration 3Q: 3 clusters Score -2.41587e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -24160204.000000 Penalty: 6008.544434
	Iteration 4Q: 3 clusters Score -2.41602e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -24162828.000000 Penalty: 6008.544434
	Iteration 5Q: 3 clusters Score -2.416283e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 100397 members 
Entering Unmasked Estep 
Score: -24167284.000000 Penalty: 6008.544434
	Iteration 6Q: 3 clusters Score -2.416728e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -24174848.000000 Penalty: 6008.544434
	Iteration 7F: 3 clusters Score -2.417485e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 114078 members 
Entering Unmasked Estep 
Score: -24187442.000000 Penalty: 6008.544434
	Iteration 8F: 3 clusters Score -2.418744e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -24202642.000000 Penalty: 6008.544434
	Iteration 9F: 3 clusters Score -2.420264e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -24211600.000000 Penalty: 6008.544434
	Iteration 10F: 3 clusters Score -2.42116e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -24214642.000000 Penalty: 6008.544434
	Iteration 11Q: 3 clusters Score -2.421464e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -24216242.000000 Penalty: 6008.544434
	Iteration 12Q: 3 clusters Score -2.421624e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -24217406.000000 Penalty: 6008.544434
	Iteration 13Q: 3 clusters Score -2.421741e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 138498 members 
Entering Unmasked Estep 
Score: -24218294.000000 Penalty: 6008.544434
	Iteration 14Q: 3 clusters Score -2.421829e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 140832 members 
Entering Unmasked Estep 
Score: -24219094.000000 Penalty: 6008.544434
	Iteration 15Q: 3 clusters Score -2.421909e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -24219830.000000 Penalty: 6008.544434
	Iteration 16Q: 3 clusters Score -2.421983e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -24220434.000000 Penalty: 6008.544434
	Iteration 17Q: 3 clusters Score -2.422043e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 147003 members 
Entering Unmasked Estep 
Score: -24220868.000000 Penalty: 6008.544434
	Iteration 18Q: 3 clusters Score -2.422087e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 148793 members 
Entering Unmasked Estep 
Score: -24221296.000000 Penalty: 6008.544434
	Iteration 19Q: 3 clusters Score -2.42213e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 150546 members 
Entering Unmasked Estep 
Score: -24221440.000000 Penalty: 6008.544434
	Iteration 20F: 3 clusters Score -2.422144e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -24221680.000000 Penalty: 6008.544434
	Iteration 21Q: 3 clusters Score -2.422168e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 153627 members 
Entering Unmasked Estep 
Score: -24221872.000000 Penalty: 6008.544434
	Iteration 22Q: 3 clusters Score -2.422187e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -24221986.000000 Penalty: 6008.544434
	Iteration 23Q: 3 clusters Score -2.422199e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -24222228.000000 Penalty: 6008.544434
	Iteration 24Q: 3 clusters Score -2.422223e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -24222414.000000 Penalty: 6008.544434
	Iteration 25Q: 3 clusters Score -2.422241e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 158916 members 
Entering Unmasked Estep 
Score: -24222684.000000 Penalty: 6008.544434
	Iteration 26Q: 3 clusters Score -2.422268e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -24222766.000000 Penalty: 6008.544434
	Iteration 27Q: 3 clusters Score -2.422277e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -24222832.000000 Penalty: 6008.544434
	Iteration 28Q: 3 clusters Score -2.422283e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -24222922.000000 Penalty: 6008.544434
	Iteration 29Q: 3 clusters Score -2.422292e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -24222946.000000 Penalty: 6008.544434
	Iteration 30Q: 3 clusters Score -2.422295e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -24222942.000000 Penalty: 6008.544434
	Iteration 31Q: 3 clusters Score -2.422294e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -24223040.000000 Penalty: 6008.544434
	Iteration 32Q: 3 clusters Score -2.422304e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -24223126.000000 Penalty: 6008.544434
	Iteration 33Q: 3 clusters Score -2.422313e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -24223168.000000 Penalty: 6008.544434
	Iteration 34Q: 3 clusters Score -2.422317e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 166251 members 
Entering Unmasked Estep 
Score: -24223204.000000 Penalty: 6008.544434
	Iteration 35Q: 3 clusters Score -2.42232e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -24223178.000000 Penalty: 6008.544434
	Iteration 36Q: 3 clusters Score -2.422318e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 167346 members 
Entering Unmasked Estep 
Score: -24223158.000000 Penalty: 6008.544434
	Iteration 37Q: 3 clusters Score -2.422316e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -24223164.000000 Penalty: 6008.544434
	Iteration 38Q: 3 clusters Score -2.422316e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -24223102.000000 Penalty: 6008.544434
	Iteration 39Q: 3 clusters Score -2.42231e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -24223134.000000 Penalty: 6008.544434
	Iteration 40F: 3 clusters Score -2.422313e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 169240 members 
Entering Unmasked Estep 
Score: -24223216.000000 Penalty: 6008.544434
	Iteration 41Q: 3 clusters Score -2.422322e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 169684 members 
Entering Unmasked Estep 
Score: -24223260.000000 Penalty: 6008.544434
	Iteration 42Q: 3 clusters Score -2.422326e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -24223304.000000 Penalty: 6008.544434
	Iteration 43Q: 3 clusters Score -2.42233e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -24223266.000000 Penalty: 6008.544434
	Iteration 44Q: 3 clusters Score -2.422327e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -24223286.000000 Penalty: 6008.544434
	Iteration 45Q: 3 clusters Score -2.422329e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -24223304.000000 Penalty: 6008.544434
	Iteration 46Q: 3 clusters Score -2.42233e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -24223254.000000 Penalty: 6008.544434
	Iteration 47Q: 3 clusters Score -2.422325e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -24223232.000000 Penalty: 6008.544434
	Iteration 48Q: 3 clusters Score -2.422323e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -24223210.000000 Penalty: 6008.544434
	Iteration 49Q: 3 clusters Score -2.422321e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 172564 members 
Entering Unmasked Estep 
Score: -24223228.000000 Penalty: 6008.544434
	Iteration 50Q: 3 clusters Score -2.422323e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -24223268.000000 Penalty: 6008.544434
	Iteration 51Q: 3 clusters Score -2.422327e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -24223248.000000 Penalty: 6008.544434
	Iteration 52Q: 3 clusters Score -2.422325e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -24223206.000000 Penalty: 6008.544434
	Iteration 53Q: 3 clusters Score -2.422321e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 173582 members 
Entering Unmasked Estep 
Score: -24223186.000000 Penalty: 6008.544434
	Iteration 54Q: 3 clusters Score -2.422319e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -24223154.000000 Penalty: 6008.544434
	Iteration 55Q: 3 clusters Score -2.422315e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -24223108.000000 Penalty: 6008.544434
	Iteration 56Q: 3 clusters Score -2.422311e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -24223086.000000 Penalty: 6008.544434
	Iteration 57Q: 3 clusters Score -2.422309e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -24223014.000000 Penalty: 6008.544434
	Iteration 58Q: 3 clusters Score -2.422301e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 174475 members 
Entering Unmasked Estep 
Score: -24223020.000000 Penalty: 6008.544434
	Iteration 59Q: 3 clusters Score -2.422302e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -24223060.000000 Penalty: 6008.544434
	Iteration 60F: 3 clusters Score -2.422306e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -24223054.000000 Penalty: 6008.544434
	Iteration 61Q: 3 clusters Score -2.422305e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -24222972.000000 Penalty: 6008.544434
	Iteration 62Q: 3 clusters Score -2.422297e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -24222970.000000 Penalty: 6008.544434
	Iteration 63Q: 3 clusters Score -2.422297e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -24222966.000000 Penalty: 6008.544434
	Iteration 64Q: 3 clusters Score -2.422297e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -24222956.000000 Penalty: 6008.544434
	Iteration 65Q: 3 clusters Score -2.422296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -24222924.000000 Penalty: 6008.544434
	Iteration 66Q: 3 clusters Score -2.422292e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -24222880.000000 Penalty: 6008.544434
	Iteration 67Q: 3 clusters Score -2.422288e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -24222902.000000 Penalty: 6008.544434
	Iteration 68Q: 3 clusters Score -2.42229e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 175572 members 
Entering Unmasked Estep 
Score: -24222846.000000 Penalty: 6008.544434
	Iteration 69Q: 3 clusters Score -2.422285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -24222818.000000 Penalty: 6008.544434
	Iteration 70Q: 3 clusters Score -2.422282e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -24222772.000000 Penalty: 6008.544434
	Iteration 71Q: 3 clusters Score -2.422277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -24222774.000000 Penalty: 6008.544434
	Iteration 72Q: 3 clusters Score -2.422277e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -24222778.000000 Penalty: 6008.544434
	Iteration 73Q: 3 clusters Score -2.422278e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -24222730.000000 Penalty: 6008.544434
	Iteration 74Q: 3 clusters Score -2.422273e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -24222746.000000 Penalty: 6008.544434
	Iteration 75Q: 3 clusters Score -2.422275e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -24222734.000000 Penalty: 6008.544434
	Iteration 76Q: 3 clusters Score -2.422273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -24222716.000000 Penalty: 6008.544434
	Iteration 77Q: 3 clusters Score -2.422272e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -24222722.000000 Penalty: 6008.544434
	Iteration 78Q: 3 clusters Score -2.422272e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -24222694.000000 Penalty: 6008.544434
	Iteration 79Q: 3 clusters Score -2.422269e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -24222690.000000 Penalty: 6008.544434
	Iteration 80F: 3 clusters Score -2.422269e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -24222702.000000 Penalty: 6008.544434
	Iteration 81Q: 3 clusters Score -2.42227e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -24222706.000000 Penalty: 6008.544434
	Iteration 82Q: 3 clusters Score -2.422271e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -24222672.000000 Penalty: 6008.544434
	Iteration 83Q: 3 clusters Score -2.422267e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -24222668.000000 Penalty: 6008.544434
	Iteration 84Q: 3 clusters Score -2.422267e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -24222672.000000 Penalty: 6008.544434
	Iteration 85Q: 3 clusters Score -2.422267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -24222638.000000 Penalty: 6008.544434
	Iteration 86Q: 3 clusters Score -2.422264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 176977 members 
Entering Unmasked Estep 
Score: -24222642.000000 Penalty: 6008.544434
	Iteration 87Q: 3 clusters Score -2.422264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -24222650.000000 Penalty: 6008.544434
	Iteration 88Q: 3 clusters Score -2.422265e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -24222624.000000 Penalty: 6008.544434
	Iteration 89Q: 3 clusters Score -2.422262e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 177105 members 
Entering Unmasked Estep 
Score: -24222626.000000 Penalty: 6008.544434
	Iteration 90Q: 3 clusters Score -2.422263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -24222632.000000 Penalty: 6008.544434
	Iteration 91Q: 3 clusters Score -2.422263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -24222638.000000 Penalty: 6008.544434
	Iteration 92Q: 3 clusters Score -2.422264e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -24222632.000000 Penalty: 6008.544434
	Iteration 93Q: 3 clusters Score -2.422263e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 177258 members 
Entering Unmasked Estep 
Score: -24222600.000000 Penalty: 6008.544434
	Iteration 94Q: 3 clusters Score -2.42226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -24222610.000000 Penalty: 6008.544434
	Iteration 95Q: 3 clusters Score -2.422261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 177336 members 
Entering Unmasked Estep 
Score: -24222640.000000 Penalty: 6008.544434
	Iteration 96Q: 3 clusters Score -2.422264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -24222660.000000 Penalty: 6008.544434
	Iteration 97Q: 3 clusters Score -2.422266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 177391 members 
Entering Unmasked Estep 
Score: -24222668.000000 Penalty: 6008.544434
	Iteration 98Q: 3 clusters Score -2.422267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -24222644.000000 Penalty: 6008.544434
	Iteration 99Q: 3 clusters Score -2.422264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -24222664.000000 Penalty: 6008.544434
	Iteration 100F: 3 clusters Score -2.422266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -24222634.000000 Penalty: 6008.544434
	Iteration 101Q: 3 clusters Score -2.422263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -24222636.000000 Penalty: 6008.544434
	Iteration 102Q: 3 clusters Score -2.422264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 177499 members 
Entering Unmasked Estep 
Score: -24222638.000000 Penalty: 6008.544434
	Iteration 103Q: 3 clusters Score -2.422264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 177524 members 
Entering Unmasked Estep 
Score: -24222652.000000 Penalty: 6008.544434
	Iteration 104Q: 3 clusters Score -2.422265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -24222628.000000 Penalty: 6008.544434
	Iteration 105Q: 3 clusters Score -2.422263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -24222628.000000 Penalty: 6008.544434
	Iteration 106Q: 3 clusters Score -2.422263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -24222616.000000 Penalty: 6008.544434
	Iteration 107Q: 3 clusters Score -2.422262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -24222612.000000 Penalty: 6008.544434
	Iteration 108Q: 3 clusters Score -2.422261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 177621 members 
Entering Unmasked Estep 
Score: -24222638.000000 Penalty: 6008.544434
	Iteration 109Q: 3 clusters Score -2.422264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -24222636.000000 Penalty: 6008.544434
	Iteration 110Q: 3 clusters Score -2.422264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 177658 members 
Entering Unmasked Estep 
Score: -24222648.000000 Penalty: 6008.544434
	Iteration 111Q: 3 clusters Score -2.422265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 177670 members 
Entering Unmasked Estep 
Score: -24222642.000000 Penalty: 6008.544434
	Iteration 112Q: 3 clusters Score -2.422264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
Score: -24222636.000000 Penalty: 6008.544434
	Iteration 113Q: 3 clusters Score -2.422264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -24222650.000000 Penalty: 6008.544434
	Iteration 114Q: 3 clusters Score -2.422265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -24222670.000000 Penalty: 6008.544434
	Iteration 115Q: 3 clusters Score -2.422267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -24222676.000000 Penalty: 6008.544434
	Iteration 116Q: 3 clusters Score -2.422268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -24222706.000000 Penalty: 6008.544434
	Iteration 117Q: 3 clusters Score -2.422271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 177749 members 
Entering Unmasked Estep 
Score: -24222682.000000 Penalty: 6008.544434
	Iteration 118Q: 3 clusters Score -2.422268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -24222668.000000 Penalty: 6008.544434
	Iteration 119Q: 3 clusters Score -2.422267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -24222668.000000 Penalty: 6008.544434
	Iteration 120F: 3 clusters Score -2.422267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -24222690.000000 Penalty: 6008.544434
	Iteration 121Q: 3 clusters Score -2.422269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -24222688.000000 Penalty: 6008.544434
	Iteration 122Q: 3 clusters Score -2.422269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -24222684.000000 Penalty: 6008.544434
	Iteration 123Q: 3 clusters Score -2.422268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -24222688.000000 Penalty: 6008.544434
	Iteration 124Q: 3 clusters Score -2.422269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -24222690.000000 Penalty: 6008.544434
	Iteration 125Q: 3 clusters Score -2.422269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -24222690.000000 Penalty: 6008.544434
	Iteration 126F: 3 clusters Score -2.422269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 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 173 members 
Entering Unmasked Estep 
Score: -36380.089844 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36380.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36483.519531 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36483.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36527.664062 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -36527.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36577.851562 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36577.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36604.527344 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36604.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36619.164062 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36619.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36624.992188 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36624.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36624.992188 Penalty: 2882.325928
	Iteration 7F: 3 clusters Score -36624.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Entering Unmasked Estep 
Score: -12287488.000000 Penalty: 2833.581787
	Iteration 0F: 2 clusters Score -1.228749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -12226267.000000 Penalty: 5667.163574
	Iteration 0F: 3 clusters Score -1.222627e+07 nChanged 43191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -12250486.000000 Penalty: 5667.163574
	Iteration 1F: 3 clusters Score -1.225049e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -12251129.000000 Penalty: 5667.163574
	Iteration 2Q: 3 clusters Score -1.225113e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -12251646.000000 Penalty: 5667.163574
	Iteration 3Q: 3 clusters Score -1.225165e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -12252172.000000 Penalty: 5667.163574
	Iteration 4Q: 3 clusters Score -1.225217e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -12252730.000000 Penalty: 5667.163574
	Iteration 5Q: 3 clusters Score -1.225273e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -12253205.000000 Penalty: 5667.163574
	Iteration 6Q: 3 clusters Score -1.22532e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -12253882.000000 Penalty: 5667.163574
	Iteration 7Q: 3 clusters Score -1.225388e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -12254871.000000 Penalty: 5667.163574
	Iteration 8Q: 3 clusters Score -1.225487e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -12256482.000000 Penalty: 5667.163574
	Iteration 9Q: 3 clusters Score -1.225648e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -12259030.000000 Penalty: 5667.163574
	Iteration 10Q: 3 clusters Score -1.225903e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -12262707.000000 Penalty: 5667.163574
	Iteration 11F: 3 clusters Score -1.226271e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -12266244.000000 Penalty: 5667.163574
	Iteration 12F: 3 clusters Score -1.226624e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -12268162.000000 Penalty: 5667.163574
	Iteration 13Q: 3 clusters Score -1.226816e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -12268868.000000 Penalty: 5667.163574
	Iteration 14Q: 3 clusters Score -1.226887e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -12269207.000000 Penalty: 5667.163574
	Iteration 15Q: 3 clusters Score -1.226921e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -12269437.000000 Penalty: 5667.163574
	Iteration 16Q: 3 clusters Score -1.226944e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -12269650.000000 Penalty: 5667.163574
	Iteration 17Q: 3 clusters Score -1.226965e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -12269939.000000 Penalty: 5667.163574
	Iteration 18Q: 3 clusters Score -1.226994e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -12270308.000000 Penalty: 5667.163574
	Iteration 19Q: 3 clusters Score -1.227031e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -12270624.000000 Penalty: 5667.163574
	Iteration 20F: 3 clusters Score -1.227062e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -12271000.000000 Penalty: 5667.163574
	Iteration 21Q: 3 clusters Score -1.2271e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -12271320.000000 Penalty: 5667.163574
	Iteration 22Q: 3 clusters Score -1.227132e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -12271807.000000 Penalty: 5667.163574
	Iteration 23Q: 3 clusters Score -1.227181e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -12272294.000000 Penalty: 5667.163574
	Iteration 24Q: 3 clusters Score -1.227229e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -12272796.000000 Penalty: 5667.163574
	Iteration 25Q: 3 clusters Score -1.22728e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -12273265.000000 Penalty: 5667.163574
	Iteration 26Q: 3 clusters Score -1.227326e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -12273801.000000 Penalty: 5667.163574
	Iteration 27Q: 3 clusters Score -1.22738e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -12274305.000000 Penalty: 5667.163574
	Iteration 28Q: 3 clusters Score -1.22743e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -12274854.000000 Penalty: 5667.163574
	Iteration 29Q: 3 clusters Score -1.227485e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -12275424.000000 Penalty: 5667.163574
	Iteration 30Q: 3 clusters Score -1.227542e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -12275934.000000 Penalty: 5667.163574
	Iteration 31Q: 3 clusters Score -1.227593e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -12276600.000000 Penalty: 5667.163574
	Iteration 32Q: 3 clusters Score -1.22766e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -12277292.000000 Penalty: 5667.163574
	Iteration 33Q: 3 clusters Score -1.227729e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -12277931.000000 Penalty: 5667.163574
	Iteration 34Q: 3 clusters Score -1.227793e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -12278524.000000 Penalty: 5667.163574
	Iteration 35Q: 3 clusters Score -1.227852e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -12279250.000000 Penalty: 5667.163574
	Iteration 36Q: 3 clusters Score -1.227925e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -12279937.000000 Penalty: 5667.163574
	Iteration 37Q: 3 clusters Score -1.227994e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -12280634.000000 Penalty: 5667.163574
	Iteration 38Q: 3 clusters Score -1.228063e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -12281333.000000 Penalty: 5667.163574
	Iteration 39Q: 3 clusters Score -1.228133e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -12281986.000000 Penalty: 5667.163574
	Iteration 40F: 3 clusters Score -1.228199e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -12282649.000000 Penalty: 5667.163574
	Iteration 41Q: 3 clusters Score -1.228265e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -12283220.000000 Penalty: 5667.163574
	Iteration 42Q: 3 clusters Score -1.228322e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12283641.000000 Penalty: 5667.163574
	Iteration 43Q: 3 clusters Score -1.228364e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12284018.000000 Penalty: 5667.163574
	Iteration 44Q: 3 clusters Score -1.228402e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12284338.000000 Penalty: 5667.163574
	Iteration 45Q: 3 clusters Score -1.228434e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12284567.000000 Penalty: 5667.163574
	Iteration 46Q: 3 clusters Score -1.228457e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12284726.000000 Penalty: 5667.163574
	Iteration 47Q: 3 clusters Score -1.228473e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12284801.000000 Penalty: 5667.163574
	Iteration 48Q: 3 clusters Score -1.22848e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12284859.000000 Penalty: 5667.163574
	Iteration 49Q: 3 clusters Score -1.228486e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12284914.000000 Penalty: 5667.163574
	Iteration 50Q: 3 clusters Score -1.228491e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12284951.000000 Penalty: 5667.163574
	Iteration 51Q: 3 clusters Score -1.228495e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12284988.000000 Penalty: 5667.163574
	Iteration 52Q: 3 clusters Score -1.228499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12285034.000000 Penalty: 5667.163574
	Iteration 53Q: 3 clusters Score -1.228503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12285052.000000 Penalty: 5667.163574
	Iteration 54Q: 3 clusters Score -1.228505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12285061.000000 Penalty: 5667.163574
	Iteration 55Q: 3 clusters Score -1.228506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12285079.000000 Penalty: 5667.163574
	Iteration 56Q: 3 clusters Score -1.228508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12285079.000000 Penalty: 5667.163574
	Iteration 57Q: 3 clusters Score -1.228508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12285107.000000 Penalty: 5667.163574
	Iteration 58Q: 3 clusters Score -1.228511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12285103.000000 Penalty: 5667.163574
	Iteration 59Q: 3 clusters Score -1.22851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12285107.000000 Penalty: 5667.163574
	Iteration 60F: 3 clusters Score -1.228511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12285124.000000 Penalty: 5667.163574
	Iteration 61Q: 3 clusters Score -1.228512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12285119.000000 Penalty: 5667.163574
	Iteration 62Q: 3 clusters Score -1.228512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12285129.000000 Penalty: 5667.163574
	Iteration 63Q: 3 clusters Score -1.228513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12285132.000000 Penalty: 5667.163574
	Iteration 64Q: 3 clusters Score -1.228513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12285136.000000 Penalty: 5667.163574
	Iteration 65Q: 3 clusters Score -1.228514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12285137.000000 Penalty: 5667.163574
	Iteration 66Q: 3 clusters Score -1.228514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12285143.000000 Penalty: 5667.163574
	Iteration 67Q: 3 clusters Score -1.228514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12285143.000000 Penalty: 5667.163574
	Iteration 68Q: 3 clusters Score -1.228514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12285148.000000 Penalty: 5667.163574
	Iteration 69Q: 3 clusters Score -1.228515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12285148.000000 Penalty: 5667.163574
	Iteration 70Q: 3 clusters Score -1.228515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12285148.000000 Penalty: 5667.163574
	Iteration 71F: 3 clusters Score -1.228515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Entering Unmasked Estep 
Score: -19854292.000000 Penalty: 2954.233398
	Iteration 0F: 2 clusters Score -1.985429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -19755038.000000 Penalty: 5908.466797
	Iteration 0F: 3 clusters Score -1.975504e+07 nChanged 71199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -19795726.000000 Penalty: 5908.466797
	Iteration 1F: 3 clusters Score -1.979573e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -19796470.000000 Penalty: 5908.466797
	Iteration 2Q: 3 clusters Score -1.979647e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -19797414.000000 Penalty: 5908.466797
	Iteration 3Q: 3 clusters Score -1.979741e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -19798588.000000 Penalty: 5908.466797
	Iteration 4Q: 3 clusters Score -1.979859e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -19800300.000000 Penalty: 5908.466797
	Iteration 5Q: 3 clusters Score -1.98003e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -19803260.000000 Penalty: 5908.466797
	Iteration 6Q: 3 clusters Score -1.980326e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -19808402.000000 Penalty: 5908.466797
	Iteration 7F: 3 clusters Score -1.98084e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112179 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -19816902.000000 Penalty: 5908.466797
	Iteration 8F: 3 clusters Score -1.98169e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -19828912.000000 Penalty: 5908.466797
	Iteration 9F: 3 clusters Score -1.982891e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137473 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -19840846.000000 Penalty: 5908.466797
	Iteration 10F: 3 clusters Score -1.984085e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -19848026.000000 Penalty: 5908.466797
	Iteration 11F: 3 clusters Score -1.984803e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19850506.000000 Penalty: 5908.466797
	Iteration 12Q: 3 clusters Score -1.985051e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19851286.000000 Penalty: 5908.466797
	Iteration 13Q: 3 clusters Score -1.985129e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19851486.000000 Penalty: 5908.466797
	Iteration 14Q: 3 clusters Score -1.985149e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -19851616.000000 Penalty: 5908.466797
	Iteration 15Q: 3 clusters Score -1.985162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19851662.000000 Penalty: 5908.466797
	Iteration 16Q: 3 clusters Score -1.985166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19851708.000000 Penalty: 5908.466797
	Iteration 17Q: 3 clusters Score -1.985171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19851746.000000 Penalty: 5908.466797
	Iteration 18Q: 3 clusters Score -1.985175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19851740.000000 Penalty: 5908.466797
	Iteration 19Q: 3 clusters Score -1.985174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19851758.000000 Penalty: 5908.466797
	Iteration 20F: 3 clusters Score -1.985176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19851758.000000 Penalty: 5908.466797
	Iteration 21Q: 3 clusters Score -1.985176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19851758.000000 Penalty: 5908.466797
	Iteration 22Q: 3 clusters Score -1.985176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19851762.000000 Penalty: 5908.466797
	Iteration 23Q: 3 clusters Score -1.985176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19851762.000000 Penalty: 5908.466797
	Iteration 24F: 3 clusters Score -1.985176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -122362.468750 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -122362.5 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 485 members 
Entering Unmasked Estep 
Score: -120385.968750 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -120386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120657.593750 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -120657.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120837.453125 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -120837.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120999.414062 Penalty: 3430.690674
	Iteration 3F: 3 clusters Score -120999.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121449.132812 Penalty: 3430.690674
	Iteration 4F: 3 clusters Score -121449.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121919.671875 Penalty: 3430.690674
	Iteration 5F: 3 clusters Score -121919.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122108.492188 Penalty: 3430.690674
	Iteration 6F: 3 clusters Score -122108.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -122228.445312 Penalty: 3430.690674
	Iteration 7F: 3 clusters Score -122228.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122294.351562 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -122294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122353.187500 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -122353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122389.828125 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -122389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122422.945312 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -122422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122454.023438 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -122454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122480.609375 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -122480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122497.023438 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -122497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122512.460938 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -122512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122520.515625 Penalty: 3430.690674
	Iteration 16Q: 3 clusters Score -122520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -122526.281250 Penalty: 3430.690674
	Iteration 17Q: 3 clusters Score -122526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122528.335938 Penalty: 3430.690674
	Iteration 18Q: 3 clusters Score -122528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122531.632812 Penalty: 3430.690674
	Iteration 19Q: 3 clusters Score -122531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122531.632812 Penalty: 3430.690674
	Iteration 20F: 3 clusters Score -122531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182408 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91650 members 
Mstep: Class 14 contains 149079 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120128 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118680 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 774 members 
Entering Unmasked Estep 
Score: -135278672.000000 Penalty: 78997.320312
Splitting cluster 15 changes total score from -135280240.000000 to -135278672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1344293.125000 Penalty: 2287.098145
	Iteration 0F: 2 clusters Score -1344293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1336500.625000 Penalty: 4574.196289
	Iteration 0F: 3 clusters Score -1336501 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1338778.000000 Penalty: 4574.196289
	Iteration 1F: 3 clusters Score -1338778 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1339033.500000 Penalty: 4574.196289
	Iteration 2F: 3 clusters Score -1339034 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1339229.125000 Penalty: 4574.196289
	Iteration 3Q: 3 clusters Score -1339229 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1339390.875000 Penalty: 4574.196289
	Iteration 4Q: 3 clusters Score -1339391 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1339556.250000 Penalty: 4574.196289
	Iteration 5Q: 3 clusters Score -1339556 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1339706.750000 Penalty: 4574.196289
	Iteration 6Q: 3 clusters Score -1339707 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1339869.625000 Penalty: 4574.196289
	Iteration 7Q: 3 clusters Score -1339870 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1340061.375000 Penalty: 4574.196289
	Iteration 8Q: 3 clusters Score -1340061 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1340336.750000 Penalty: 4574.196289
	Iteration 9Q: 3 clusters Score -1340337 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1340587.125000 Penalty: 4574.196289
	Iteration 10Q: 3 clusters Score -1340587 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1340874.625000 Penalty: 4574.196289
	Iteration 11Q: 3 clusters Score -1340875 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1341159.625000 Penalty: 4574.196289
	Iteration 12Q: 3 clusters Score -1341160 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1341403.375000 Penalty: 4574.196289
	Iteration 13Q: 3 clusters Score -1341403 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1341618.250000 Penalty: 4574.196289
	Iteration 14Q: 3 clusters Score -1341618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1341791.125000 Penalty: 4574.196289
	Iteration 15Q: 3 clusters Score -1341791 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1341920.875000 Penalty: 4574.196289
	Iteration 16Q: 3 clusters Score -1341921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1342006.750000 Penalty: 4574.196289
	Iteration 17Q: 3 clusters Score -1342007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1342061.875000 Penalty: 4574.196289
	Iteration 18Q: 3 clusters Score -1342062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1342115.875000 Penalty: 4574.196289
	Iteration 19Q: 3 clusters Score -1342116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1342162.750000 Penalty: 4574.196289
	Iteration 20F: 3 clusters Score -1342163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1342207.125000 Penalty: 4574.196289
	Iteration 21Q: 3 clusters Score -1342207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1342238.750000 Penalty: 4574.196289
	Iteration 22Q: 3 clusters Score -1342239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1342260.375000 Penalty: 4574.196289
	Iteration 23Q: 3 clusters Score -1342260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1342281.250000 Penalty: 4574.196289
	Iteration 24Q: 3 clusters Score -1342281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1342292.500000 Penalty: 4574.196289
	Iteration 25Q: 3 clusters Score -1342292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1342300.875000 Penalty: 4574.196289
	Iteration 26Q: 3 clusters Score -1342301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1342308.375000 Penalty: 4574.196289
	Iteration 27Q: 3 clusters Score -1342308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1342309.875000 Penalty: 4574.196289
	Iteration 28Q: 3 clusters Score -1342310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1342314.000000 Penalty: 4574.196289
	Iteration 29Q: 3 clusters Score -1342314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1342319.500000 Penalty: 4574.196289
	Iteration 30Q: 3 clusters Score -1342320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1342321.375000 Penalty: 4574.196289
	Iteration 31Q: 3 clusters Score -1342321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1342326.625000 Penalty: 4574.196289
	Iteration 32Q: 3 clusters Score -1342327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1342330.500000 Penalty: 4574.196289
	Iteration 33Q: 3 clusters Score -1342330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1342334.250000 Penalty: 4574.196289
	Iteration 34Q: 3 clusters Score -1342334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1342335.875000 Penalty: 4574.196289
	Iteration 35Q: 3 clusters Score -1342336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1342344.750000 Penalty: 4574.196289
	Iteration 36Q: 3 clusters Score -1342345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1342348.625000 Penalty: 4574.196289
	Iteration 37Q: 3 clusters Score -1342349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1342350.625000 Penalty: 4574.196289
	Iteration 38Q: 3 clusters Score -1342351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1342358.000000 Penalty: 4574.196289
	Iteration 39Q: 3 clusters Score -1342358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1342364.375000 Penalty: 4574.196289
	Iteration 40F: 3 clusters Score -1342364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1342372.625000 Penalty: 4574.196289
	Iteration 41Q: 3 clusters Score -1342373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1342382.125000 Penalty: 4574.196289
	Iteration 42Q: 3 clusters Score -1342382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1342384.625000 Penalty: 4574.196289
	Iteration 43Q: 3 clusters Score -1342385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1342387.250000 Penalty: 4574.196289
	Iteration 44Q: 3 clusters Score -1342387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1342391.750000 Penalty: 4574.196289
	Iteration 45Q: 3 clusters Score -1342392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1342392.750000 Penalty: 4574.196289
	Iteration 46Q: 3 clusters Score -1342393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1342392.875000 Penalty: 4574.196289
	Iteration 47Q: 3 clusters Score -1342393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1342393.875000 Penalty: 4574.196289
	Iteration 48Q: 3 clusters Score -1342394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1342396.500000 Penalty: 4574.196289
	Iteration 49Q: 3 clusters Score -1342396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1342397.500000 Penalty: 4574.196289
	Iteration 50Q: 3 clusters Score -1342398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1342397.500000 Penalty: 4574.196289
	Iteration 51F: 3 clusters Score -1342398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -172100.125000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -172100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169911.718750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -169911.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170328.046875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -170328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170483.296875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -170483.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -170579.937500 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -170579.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -170675.375000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -170675.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170785.562500 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -170785.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170962.312500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -170962.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -171215.703125 Penalty: 3576.565918
	Iteration 7F: 3 clusters Score -171215.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171475.140625 Penalty: 3576.565918
	Iteration 8F: 3 clusters Score -171475.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -171678.437500 Penalty: 3576.565918
	Iteration 9F: 3 clusters Score -171678.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171903.281250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -171903.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -172086.625000 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -172086.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172156.109375 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -172156.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -172192.906250 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -172192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172257.796875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -172257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -172359.375000 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -172359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -172395.125000 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -172395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -172404.671875 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -172404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -172407.171875 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -172407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -172407.171875 Penalty: 3576.565918
	Iteration 19F: 3 clusters Score -172407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182408 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91650 members 
Mstep: Class 14 contains 149079 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120128 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118680 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 788 members 
Entering Unmasked Estep 
Score: -135278944.000000 Penalty: 78997.320312
Splitting cluster 17 changes total score from -135280240.000000 to -135278944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Entering Unmasked Estep 
Score: -2893298.250000 Penalty: 2488.211670
	Iteration 0F: 2 clusters Score -2893298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2877512.500000 Penalty: 4976.423340
	Iteration 0F: 3 clusters Score -2877512 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2883182.500000 Penalty: 4976.423340
	Iteration 1F: 3 clusters Score -2883182 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2883666.250000 Penalty: 4976.423340
	Iteration 2F: 3 clusters Score -2883666 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2884103.500000 Penalty: 4976.423340
	Iteration 3Q: 3 clusters Score -2884104 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2884583.750000 Penalty: 4976.423340
	Iteration 4Q: 3 clusters Score -2884584 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2885088.500000 Penalty: 4976.423340
	Iteration 5Q: 3 clusters Score -2885088 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2885714.500000 Penalty: 4976.423340
	Iteration 6Q: 3 clusters Score -2885714 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2886424.750000 Penalty: 4976.423340
	Iteration 7Q: 3 clusters Score -2886425 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2887254.000000 Penalty: 4976.423340
	Iteration 8Q: 3 clusters Score -2887254 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2888024.250000 Penalty: 4976.423340
	Iteration 9Q: 3 clusters Score -2888024 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2888789.500000 Penalty: 4976.423340
	Iteration 10Q: 3 clusters Score -2888790 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2889429.500000 Penalty: 4976.423340
	Iteration 11Q: 3 clusters Score -2889430 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2889944.250000 Penalty: 4976.423340
	Iteration 12Q: 3 clusters Score -2889944 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2890302.000000 Penalty: 4976.423340
	Iteration 13Q: 3 clusters Score -2890302 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2890565.500000 Penalty: 4976.423340
	Iteration 14Q: 3 clusters Score -2890566 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2890734.000000 Penalty: 4976.423340
	Iteration 15Q: 3 clusters Score -2890734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2890863.250000 Penalty: 4976.423340
	Iteration 16Q: 3 clusters Score -2890863 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2890966.000000 Penalty: 4976.423340
	Iteration 17Q: 3 clusters Score -2890966 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2891021.500000 Penalty: 4976.423340
	Iteration 18Q: 3 clusters Score -2891022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2891079.250000 Penalty: 4976.423340
	Iteration 19Q: 3 clusters Score -2891079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2891118.000000 Penalty: 4976.423340
	Iteration 20F: 3 clusters Score -2891118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2891158.000000 Penalty: 4976.423340
	Iteration 21Q: 3 clusters Score -2891158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2891179.750000 Penalty: 4976.423340
	Iteration 22Q: 3 clusters Score -2891180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2891205.750000 Penalty: 4976.423340
	Iteration 23Q: 3 clusters Score -2891206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2891228.000000 Penalty: 4976.423340
	Iteration 24Q: 3 clusters Score -2891228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2891245.000000 Penalty: 4976.423340
	Iteration 25Q: 3 clusters Score -2891245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2891255.500000 Penalty: 4976.423340
	Iteration 26Q: 3 clusters Score -2891256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2891267.500000 Penalty: 4976.423340
	Iteration 27Q: 3 clusters Score -2891268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2891284.000000 Penalty: 4976.423340
	Iteration 28Q: 3 clusters Score -2891284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2891295.750000 Penalty: 4976.423340
	Iteration 29Q: 3 clusters Score -2891296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2891299.750000 Penalty: 4976.423340
	Iteration 30Q: 3 clusters Score -2891300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2891309.750000 Penalty: 4976.423340
	Iteration 31Q: 3 clusters Score -2891310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2891307.750000 Penalty: 4976.423340
	Iteration 32Q: 3 clusters Score -2891308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2891309.500000 Penalty: 4976.423340
	Iteration 33Q: 3 clusters Score -2891310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2891311.750000 Penalty: 4976.423340
	Iteration 34Q: 3 clusters Score -2891312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2891310.250000 Penalty: 4976.423340
	Iteration 35Q: 3 clusters Score -2891310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2891311.250000 Penalty: 4976.423340
	Iteration 36Q: 3 clusters Score -2891311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2891312.000000 Penalty: 4976.423340
	Iteration 37Q: 3 clusters Score -2891312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2891314.000000 Penalty: 4976.423340
	Iteration 38Q: 3 clusters Score -2891314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2891318.250000 Penalty: 4976.423340
	Iteration 39Q: 3 clusters Score -2891318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2891314.250000 Penalty: 4976.423340
	Iteration 40F: 3 clusters Score -2891314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2891313.000000 Penalty: 4976.423340
	Iteration 41Q: 3 clusters Score -2891313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2891317.250000 Penalty: 4976.423340
	Iteration 42Q: 3 clusters Score -2891317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2891318.250000 Penalty: 4976.423340
	Iteration 43Q: 3 clusters Score -2891318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2891319.500000 Penalty: 4976.423340
	Iteration 44Q: 3 clusters Score -2891320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2891323.750000 Penalty: 4976.423340
	Iteration 45Q: 3 clusters Score -2891324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2891323.750000 Penalty: 4976.423340
	Iteration 46Q: 3 clusters Score -2891324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2891324.500000 Penalty: 4976.423340
	Iteration 47Q: 3 clusters Score -2891324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2891325.750000 Penalty: 4976.423340
	Iteration 48Q: 3 clusters Score -2891326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2891325.750000 Penalty: 4976.423340
	Iteration 49Q: 3 clusters Score -2891326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2891329.750000 Penalty: 4976.423340
	Iteration 50Q: 3 clusters Score -2891330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2891328.500000 Penalty: 4976.423340
	Iteration 51Q: 3 clusters Score -2891328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2891332.250000 Penalty: 4976.423340
	Iteration 52Q: 3 clusters Score -2891332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2891331.250000 Penalty: 4976.423340
	Iteration 53Q: 3 clusters Score -2891331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2891335.750000 Penalty: 4976.423340
	Iteration 54Q: 3 clusters Score -2891336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2891338.500000 Penalty: 4976.423340
	Iteration 55Q: 3 clusters Score -2891338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2891340.500000 Penalty: 4976.423340
	Iteration 56Q: 3 clusters Score -2891340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2891349.000000 Penalty: 4976.423340
	Iteration 57Q: 3 clusters Score -2891349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2891353.750000 Penalty: 4976.423340
	Iteration 58Q: 3 clusters Score -2891354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2891353.000000 Penalty: 4976.423340
	Iteration 59Q: 3 clusters Score -2891353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2891354.250000 Penalty: 4976.423340
	Iteration 60F: 3 clusters Score -2891354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2891356.750000 Penalty: 4976.423340
	Iteration 61Q: 3 clusters Score -2891357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2891358.500000 Penalty: 4976.423340
	Iteration 62Q: 3 clusters Score -2891358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2891359.750000 Penalty: 4976.423340
	Iteration 63Q: 3 clusters Score -2891360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2891362.750000 Penalty: 4976.423340
	Iteration 64Q: 3 clusters Score -2891363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2891365.750000 Penalty: 4976.423340
	Iteration 65Q: 3 clusters Score -2891366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2891365.750000 Penalty: 4976.423340
	Iteration 66F: 3 clusters Score -2891366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Entering Unmasked Estep 
Score: -16043829.000000 Penalty: 2900.685547
	Iteration 0F: 2 clusters Score -1.604383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -15963902.000000 Penalty: 5801.371094
	Iteration 0F: 3 clusters Score -1.59639e+07 nChanged 56971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -15996598.000000 Penalty: 5801.371094
	Iteration 1F: 3 clusters Score -1.59966e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -15997398.000000 Penalty: 5801.371094
	Iteration 2Q: 3 clusters Score -1.59974e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -15998334.000000 Penalty: 5801.371094
	Iteration 3Q: 3 clusters Score -1.599833e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -15999786.000000 Penalty: 5801.371094
	Iteration 4Q: 3 clusters Score -1.599979e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -16002328.000000 Penalty: 5801.371094
	Iteration 5Q: 3 clusters Score -1.600233e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -16006773.000000 Penalty: 5801.371094
	Iteration 6F: 3 clusters Score -1.600677e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -16013841.000000 Penalty: 5801.371094
	Iteration 7F: 3 clusters Score -1.601384e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -16023319.000000 Penalty: 5801.371094
	Iteration 8F: 3 clusters Score -1.602332e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -16032414.000000 Penalty: 5801.371094
	Iteration 9F: 3 clusters Score -1.603241e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -16038000.000000 Penalty: 5801.371094
	Iteration 10Q: 3 clusters Score -1.6038e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -16040176.000000 Penalty: 5801.371094
	Iteration 11Q: 3 clusters Score -1.604018e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -16040934.000000 Penalty: 5801.371094
	Iteration 12Q: 3 clusters Score -1.604093e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -16041147.000000 Penalty: 5801.371094
	Iteration 13Q: 3 clusters Score -1.604115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -16041236.000000 Penalty: 5801.371094
	Iteration 14Q: 3 clusters Score -1.604124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -16041300.000000 Penalty: 5801.371094
	Iteration 15Q: 3 clusters Score -1.60413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 119900 members 
Entering Unmasked Estep 
Score: -16041337.000000 Penalty: 5801.371094
	Iteration 16Q: 3 clusters Score -1.604134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -16041331.000000 Penalty: 5801.371094
	Iteration 17Q: 3 clusters Score -1.604133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -16041351.000000 Penalty: 5801.371094
	Iteration 18Q: 3 clusters Score -1.604135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -16041364.000000 Penalty: 5801.371094
	Iteration 19Q: 3 clusters Score -1.604136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -16041362.000000 Penalty: 5801.371094
	Iteration 20F: 3 clusters Score -1.604136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -16041360.000000 Penalty: 5801.371094
	Iteration 21Q: 3 clusters Score -1.604136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -16041365.000000 Penalty: 5801.371094
	Iteration 22Q: 3 clusters Score -1.604136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -16041365.000000 Penalty: 5801.371094
	Iteration 23F: 3 clusters Score -1.604136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86551.757812 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86551.76 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86794.351562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86794.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86865.609375 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86865.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86897.718750 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86897.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86916.296875 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86921.632812 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86921.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86926.078125 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86926.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86926.804688 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -86926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86926.804688 Penalty: 3275.556152
	Iteration 8F: 3 clusters Score -86926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Entering Unmasked Estep 
Score: -15888237.000000 Penalty: 2897.678223
	Iteration 0F: 2 clusters Score -1.588824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -15809075.000000 Penalty: 5795.356445
	Iteration 0F: 3 clusters Score -1.580908e+07 nChanged 56445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -15841687.000000 Penalty: 5795.356445
	Iteration 1F: 3 clusters Score -1.584169e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -15842507.000000 Penalty: 5795.356445
	Iteration 2Q: 3 clusters Score -1.584251e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -15843365.000000 Penalty: 5795.356445
	Iteration 3Q: 3 clusters Score -1.584336e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -15844520.000000 Penalty: 5795.356445
	Iteration 4Q: 3 clusters Score -1.584452e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -15846136.000000 Penalty: 5795.356445
	Iteration 5Q: 3 clusters Score -1.584614e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -15848578.000000 Penalty: 5795.356445
	Iteration 6Q: 3 clusters Score -1.584858e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -15852374.000000 Penalty: 5795.356445
	Iteration 7F: 3 clusters Score -1.585237e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -15857921.000000 Penalty: 5795.356445
	Iteration 8F: 3 clusters Score -1.585792e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -15864666.000000 Penalty: 5795.356445
	Iteration 9F: 3 clusters Score -1.586467e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -15871384.000000 Penalty: 5795.356445
	Iteration 10F: 3 clusters Score -1.587138e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -15876321.000000 Penalty: 5795.356445
	Iteration 11Q: 3 clusters Score -1.587632e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -15879327.000000 Penalty: 5795.356445
	Iteration 12Q: 3 clusters Score -1.587933e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -15880815.000000 Penalty: 5795.356445
	Iteration 13Q: 3 clusters Score -1.588082e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -15881794.000000 Penalty: 5795.356445
	Iteration 14Q: 3 clusters Score -1.588179e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -15882591.000000 Penalty: 5795.356445
	Iteration 15Q: 3 clusters Score -1.588259e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -15883251.000000 Penalty: 5795.356445
	Iteration 16Q: 3 clusters Score -1.588325e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -15883781.000000 Penalty: 5795.356445
	Iteration 17Q: 3 clusters Score -1.588378e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -15884168.000000 Penalty: 5795.356445
	Iteration 18Q: 3 clusters Score -1.588417e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -15884534.000000 Penalty: 5795.356445
	Iteration 19Q: 3 clusters Score -1.588453e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -15884809.000000 Penalty: 5795.356445
	Iteration 20F: 3 clusters Score -1.588481e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -15885095.000000 Penalty: 5795.356445
	Iteration 21Q: 3 clusters Score -1.58851e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -15885316.000000 Penalty: 5795.356445
	Iteration 22Q: 3 clusters Score -1.588532e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 112011 members 
Entering Unmasked Estep 
Score: -15885450.000000 Penalty: 5795.356445
	Iteration 23Q: 3 clusters Score -1.588545e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -15885535.000000 Penalty: 5795.356445
	Iteration 24Q: 3 clusters Score -1.588554e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -15885653.000000 Penalty: 5795.356445
	Iteration 25Q: 3 clusters Score -1.588565e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -15885746.000000 Penalty: 5795.356445
	Iteration 26Q: 3 clusters Score -1.588575e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -15885815.000000 Penalty: 5795.356445
	Iteration 27Q: 3 clusters Score -1.588582e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -15885882.000000 Penalty: 5795.356445
	Iteration 28Q: 3 clusters Score -1.588588e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -15885972.000000 Penalty: 5795.356445
	Iteration 29Q: 3 clusters Score -1.588597e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 114272 members 
Entering Unmasked Estep 
Score: -15886039.000000 Penalty: 5795.356445
	Iteration 30Q: 3 clusters Score -1.588604e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -15886135.000000 Penalty: 5795.356445
	Iteration 31Q: 3 clusters Score -1.588614e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -15886215.000000 Penalty: 5795.356445
	Iteration 32Q: 3 clusters Score -1.588622e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -15886245.000000 Penalty: 5795.356445
	Iteration 33Q: 3 clusters Score -1.588624e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -15886279.000000 Penalty: 5795.356445
	Iteration 34Q: 3 clusters Score -1.588628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 114999 members 
Entering Unmasked Estep 
Score: -15886309.000000 Penalty: 5795.356445
	Iteration 35Q: 3 clusters Score -1.588631e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -15886298.000000 Penalty: 5795.356445
	Iteration 36Q: 3 clusters Score -1.58863e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -15886322.000000 Penalty: 5795.356445
	Iteration 37Q: 3 clusters Score -1.588632e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -15886323.000000 Penalty: 5795.356445
	Iteration 38Q: 3 clusters Score -1.588632e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 115296 members 
Entering Unmasked Estep 
Score: -15886317.000000 Penalty: 5795.356445
	Iteration 39Q: 3 clusters Score -1.588632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -15886334.000000 Penalty: 5795.356445
	Iteration 40F: 3 clusters Score -1.588633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -15886330.000000 Penalty: 5795.356445
	Iteration 41Q: 3 clusters Score -1.588633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -15886362.000000 Penalty: 5795.356445
	Iteration 42Q: 3 clusters Score -1.588636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -15886383.000000 Penalty: 5795.356445
	Iteration 43Q: 3 clusters Score -1.588638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 115473 members 
Entering Unmasked Estep 
Score: -15886405.000000 Penalty: 5795.356445
	Iteration 44Q: 3 clusters Score -1.58864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -15886405.000000 Penalty: 5795.356445
	Iteration 45Q: 3 clusters Score -1.58864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -15886411.000000 Penalty: 5795.356445
	Iteration 46Q: 3 clusters Score -1.588641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 115580 members 
Entering Unmasked Estep 
Score: -15886428.000000 Penalty: 5795.356445
	Iteration 47Q: 3 clusters Score -1.588643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -15886409.000000 Penalty: 5795.356445
	Iteration 48Q: 3 clusters Score -1.588641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -15886410.000000 Penalty: 5795.356445
	Iteration 49Q: 3 clusters Score -1.588641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -15886433.000000 Penalty: 5795.356445
	Iteration 50Q: 3 clusters Score -1.588643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 115700 members 
Entering Unmasked Estep 
Score: -15886433.000000 Penalty: 5795.356445
	Iteration 51Q: 3 clusters Score -1.588643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -15886440.000000 Penalty: 5795.356445
	Iteration 52Q: 3 clusters Score -1.588644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -15886450.000000 Penalty: 5795.356445
	Iteration 53Q: 3 clusters Score -1.588645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -15886435.000000 Penalty: 5795.356445
	Iteration 54Q: 3 clusters Score -1.588644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 115752 members 
Entering Unmasked Estep 
Score: -15886436.000000 Penalty: 5795.356445
	Iteration 55Q: 3 clusters Score -1.588644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -15886436.000000 Penalty: 5795.356445
	Iteration 56Q: 3 clusters Score -1.588644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -15886437.000000 Penalty: 5795.356445
	Iteration 57Q: 3 clusters Score -1.588644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -15886440.000000 Penalty: 5795.356445
	Iteration 58Q: 3 clusters Score -1.588644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 115789 members 
Entering Unmasked Estep 
Score: -15886446.000000 Penalty: 5795.356445
	Iteration 59Q: 3 clusters Score -1.588645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -15886445.000000 Penalty: 5795.356445
	Iteration 60F: 3 clusters Score -1.588644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -15886456.000000 Penalty: 5795.356445
	Iteration 61Q: 3 clusters Score -1.588646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 115825 members 
Entering Unmasked Estep 
Score: -15886463.000000 Penalty: 5795.356445
	Iteration 62Q: 3 clusters Score -1.588646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 115838 members 
Entering Unmasked Estep 
Score: -15886464.000000 Penalty: 5795.356445
	Iteration 63Q: 3 clusters Score -1.588646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -15886455.000000 Penalty: 5795.356445
	Iteration 64Q: 3 clusters Score -1.588646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -15886458.000000 Penalty: 5795.356445
	Iteration 65Q: 3 clusters Score -1.588646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -15886457.000000 Penalty: 5795.356445
	Iteration 66Q: 3 clusters Score -1.588646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -15886457.000000 Penalty: 5795.356445
	Iteration 67Q: 3 clusters Score -1.588646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -15886457.000000 Penalty: 5795.356445
	Iteration 68Q: 3 clusters Score -1.588646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -15886469.000000 Penalty: 5795.356445
	Iteration 69Q: 3 clusters Score -1.588647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -15886474.000000 Penalty: 5795.356445
	Iteration 70Q: 3 clusters Score -1.588647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -15886476.000000 Penalty: 5795.356445
	Iteration 71Q: 3 clusters Score -1.588648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 115892 members 
Entering Unmasked Estep 
Score: -15886475.000000 Penalty: 5795.356445
	Iteration 72Q: 3 clusters Score -1.588648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -15886472.000000 Penalty: 5795.356445
	Iteration 73Q: 3 clusters Score -1.588647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -15886470.000000 Penalty: 5795.356445
	Iteration 74Q: 3 clusters Score -1.588647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 115920 members 
Entering Unmasked Estep 
Score: -15886480.000000 Penalty: 5795.356445
	Iteration 75Q: 3 clusters Score -1.588648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -15886477.000000 Penalty: 5795.356445
	Iteration 76Q: 3 clusters Score -1.588648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 115938 members 
Entering Unmasked Estep 
Score: -15886480.000000 Penalty: 5795.356445
	Iteration 77Q: 3 clusters Score -1.588648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -15886495.000000 Penalty: 5795.356445
	Iteration 78Q: 3 clusters Score -1.58865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -15886498.000000 Penalty: 5795.356445
	Iteration 79Q: 3 clusters Score -1.58865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 115945 members 
Entering Unmasked Estep 
Score: -15886492.000000 Penalty: 5795.356445
	Iteration 80F: 3 clusters Score -1.588649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -15886499.000000 Penalty: 5795.356445
	Iteration 81Q: 3 clusters Score -1.58865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -15886500.000000 Penalty: 5795.356445
	Iteration 82Q: 3 clusters Score -1.58865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 115953 members 
Entering Unmasked Estep 
Score: -15886494.000000 Penalty: 5795.356445
	Iteration 83Q: 3 clusters Score -1.588649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -15886504.000000 Penalty: 5795.356445
	Iteration 84Q: 3 clusters Score -1.58865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -15886509.000000 Penalty: 5795.356445
	Iteration 85Q: 3 clusters Score -1.588651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -15886509.000000 Penalty: 5795.356445
	Iteration 86F: 3 clusters Score -1.588651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -250417.093750 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -250417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -247839.656250 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -247839.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -248314.531250 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -248314.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -248463.375000 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -248463.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -248552.250000 Penalty: 3750.832031
	Iteration 3F: 3 clusters Score -248552.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248606.656250 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -248606.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248647.859375 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -248647.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248682.343750 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -248682.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248712.359375 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -248712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248726.546875 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -248726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -248741.593750 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -248741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -248748.531250 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -248748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -248754.453125 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -248754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248760.546875 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -248760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -248765.593750 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -248765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -248768.750000 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -248768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -248769.421875 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -248769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -248770.187500 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -248770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248770.296875 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -248770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248770.296875 Penalty: 3750.832031
	Iteration 18F: 3 clusters Score -248770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182408 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91650 members 
Mstep: Class 14 contains 149079 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120128 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118680 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280368.000000 Penalty: 75562.656250
Iteration 319Q: 23 clusters Score -1.352804e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153917 members 
Mstep: Class 5 contains 48014 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182411 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91643 members 
Mstep: Class 14 contains 149086 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120128 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118681 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280304.000000 Penalty: 75562.656250
Iteration 320F: 23 clusters Score -1.352803e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22642 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182408 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149089 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120122 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118688 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 321Q: 23 clusters Score -1.352804e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 153919 members 
Mstep: Class 5 contains 48015 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54342 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182402 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91633 members 
Mstep: Class 14 contains 149100 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120112 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118696 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 75562.656250
Iteration 322Q: 23 clusters Score -1.352802e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22643 members 
Mstep: Class 4 contains 153910 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182402 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91633 members 
Mstep: Class 14 contains 149108 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120103 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118704 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280368.000000 Penalty: 75562.656250
Iteration 323Q: 23 clusters Score -1.352804e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22641 members 
Mstep: Class 4 contains 153905 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54343 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182402 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91630 members 
Mstep: Class 14 contains 149114 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22767 members 
Mstep: Class 19 contains 120097 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118714 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 324Q: 23 clusters Score -1.352804e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22639 members 
Mstep: Class 4 contains 153904 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54341 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182407 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91631 members 
Mstep: Class 14 contains 149114 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120092 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118717 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 325Q: 23 clusters Score -1.352803e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 153898 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54340 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182410 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91629 members 
Mstep: Class 14 contains 149119 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120090 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118723 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 326Q: 23 clusters Score -1.352804e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 153895 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182410 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91630 members 
Mstep: Class 14 contains 149125 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120084 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118729 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280288.000000 Penalty: 75562.656250
Iteration 327Q: 23 clusters Score -1.352803e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 153895 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182415 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91633 members 
Mstep: Class 14 contains 149126 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120073 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118734 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 328Q: 23 clusters Score -1.352804e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153897 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182418 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91634 members 
Mstep: Class 14 contains 149129 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10111 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 120068 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118737 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 329Q: 23 clusters Score -1.352804e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22637 members 
Mstep: Class 4 contains 153895 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182413 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91633 members 
Mstep: Class 14 contains 149137 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10110 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120066 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118741 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 330Q: 23 clusters Score -1.352804e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153894 members 
Mstep: Class 5 contains 48014 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182411 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91630 members 
Mstep: Class 14 contains 149150 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120063 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118740 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 331Q: 23 clusters Score -1.352804e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 153891 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182405 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91628 members 
Mstep: Class 14 contains 149161 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120058 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118742 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280464.000000 Penalty: 75562.656250
Iteration 332Q: 23 clusters Score -1.352805e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 153882 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182400 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91626 members 
Mstep: Class 14 contains 149176 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 120052 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118742 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 333Q: 23 clusters Score -1.352804e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22628 members 
Mstep: Class 4 contains 153875 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182394 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91630 members 
Mstep: Class 14 contains 149184 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22770 members 
Mstep: Class 19 contains 120045 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118748 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 334Q: 23 clusters Score -1.352804e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22628 members 
Mstep: Class 4 contains 153871 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182385 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91629 members 
Mstep: Class 14 contains 149205 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22773 members 
Mstep: Class 19 contains 120038 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118750 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280288.000000 Penalty: 75562.656250
Iteration 335Q: 23 clusters Score -1.352803e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 153870 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182384 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91631 members 
Mstep: Class 14 contains 149209 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22775 members 
Mstep: Class 19 contains 120031 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118751 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 75562.656250
Iteration 336Q: 23 clusters Score -1.352803e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153864 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182386 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91634 members 
Mstep: Class 14 contains 149208 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120029 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118753 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 337Q: 23 clusters Score -1.352803e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153858 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182386 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91635 members 
Mstep: Class 14 contains 149213 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120029 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118752 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 338Q: 23 clusters Score -1.352804e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153853 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182387 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91637 members 
Mstep: Class 14 contains 149216 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 120027 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118751 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 339Q: 23 clusters Score -1.352804e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153852 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182385 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149215 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 120024 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118754 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280352.000000 Penalty: 75562.656250
Iteration 340F: 23 clusters Score -1.352804e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153853 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182380 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149217 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 120022 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118756 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280368.000000 Penalty: 75562.656250
Iteration 341Q: 23 clusters Score -1.352804e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153850 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182380 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149218 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 120021 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118758 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 75562.656250
Iteration 342Q: 23 clusters Score -1.352803e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153850 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182381 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91637 members 
Mstep: Class 14 contains 149222 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10108 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120018 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118760 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 75562.656250
Iteration 343Q: 23 clusters Score -1.352803e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153848 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182379 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91636 members 
Mstep: Class 14 contains 149232 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120015 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118761 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280288.000000 Penalty: 75562.656250
Iteration 344Q: 23 clusters Score -1.352803e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153846 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54339 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182377 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91638 members 
Mstep: Class 14 contains 149234 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120012 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118761 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 345Q: 23 clusters Score -1.352802e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153845 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54338 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182379 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149237 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120007 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118762 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 346Q: 23 clusters Score -1.352802e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48025 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182378 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149240 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120008 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118762 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 75562.656250
Iteration 347Q: 23 clusters Score -1.352802e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182378 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91638 members 
Mstep: Class 14 contains 149243 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118762 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 75562.656250
Iteration 348Q: 23 clusters Score -1.352802e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153843 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182378 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91638 members 
Mstep: Class 14 contains 149246 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118761 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280208.000000 Penalty: 75562.656250
Iteration 349Q: 23 clusters Score -1.352802e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 153841 members 
Mstep: Class 5 contains 48024 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182381 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149247 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120007 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118760 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 350Q: 23 clusters Score -1.352803e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 153838 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182379 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149250 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120009 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118760 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280304.000000 Penalty: 75562.656250
Iteration 351Q: 23 clusters Score -1.352803e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22633 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48021 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182375 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149254 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120010 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118760 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280288.000000 Penalty: 75562.656250
Iteration 352Q: 23 clusters Score -1.352803e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182373 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149255 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120010 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118760 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 75562.656250
Iteration 353Q: 23 clusters Score -1.352803e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 153839 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182369 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149258 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120009 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118761 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 354Q: 23 clusters Score -1.352804e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 153841 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182364 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149266 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120009 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118758 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280368.000000 Penalty: 75562.656250
Iteration 355Q: 23 clusters Score -1.352804e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 153842 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182360 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149271 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120008 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 356Q: 23 clusters Score -1.352804e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22634 members 
Mstep: Class 4 contains 153843 members 
Mstep: Class 5 contains 48019 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182355 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149279 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120006 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 357Q: 23 clusters Score -1.352804e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153842 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54337 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149279 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120009 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 358Q: 23 clusters Score -1.352804e+08 nChanged 13
Entering ConstructFrom: 
Score: -135280384.000000 Penalty: 75562.656250
Entering ConstructFrom: 
Trying to split cluster 1 (45653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Entering Unmasked Estep 
Score: -6149900.000000 Penalty: 2660.748535
	Iteration 0F: 2 clusters Score -6149900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -6118884.500000 Penalty: 5321.497070
	Iteration 0F: 3 clusters Score -6118884 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6130680.500000 Penalty: 5321.497070
	Iteration 1F: 3 clusters Score -6130680 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6131123.000000 Penalty: 5321.497070
	Iteration 2Q: 3 clusters Score -6131123 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -6131667.000000 Penalty: 5321.497070
	Iteration 3Q: 3 clusters Score -6131667 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -6132263.500000 Penalty: 5321.497070
	Iteration 4Q: 3 clusters Score -6132264 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6133066.000000 Penalty: 5321.497070
	Iteration 5Q: 3 clusters Score -6133066 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -6134085.500000 Penalty: 5321.497070
	Iteration 6Q: 3 clusters Score -6134086 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6135560.000000 Penalty: 5321.497070
	Iteration 7F: 3 clusters Score -6135560 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6137572.000000 Penalty: 5321.497070
	Iteration 8F: 3 clusters Score -6137572 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -6140071.000000 Penalty: 5321.497070
	Iteration 9F: 3 clusters Score -6140071 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -6142237.500000 Penalty: 5321.497070
	Iteration 10F: 3 clusters Score -6142238 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6143594.000000 Penalty: 5321.497070
	Iteration 11Q: 3 clusters Score -6143594 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -6144234.500000 Penalty: 5321.497070
	Iteration 12Q: 3 clusters Score -6144234 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6144616.500000 Penalty: 5321.497070
	Iteration 13Q: 3 clusters Score -6144616 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -6144922.500000 Penalty: 5321.497070
	Iteration 14Q: 3 clusters Score -6144922 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -6145128.000000 Penalty: 5321.497070
	Iteration 15Q: 3 clusters Score -6145128 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -6145309.500000 Penalty: 5321.497070
	Iteration 16Q: 3 clusters Score -6145310 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -6145482.000000 Penalty: 5321.497070
	Iteration 17Q: 3 clusters Score -6145482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -6145653.500000 Penalty: 5321.497070
	Iteration 18Q: 3 clusters Score -6145654 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -6145805.000000 Penalty: 5321.497070
	Iteration 19Q: 3 clusters Score -6145805 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -6145996.500000 Penalty: 5321.497070
	Iteration 20F: 3 clusters Score -6145996 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6146148.000000 Penalty: 5321.497070
	Iteration 21Q: 3 clusters Score -6146148 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -6146292.500000 Penalty: 5321.497070
	Iteration 22Q: 3 clusters Score -6146292 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -6146398.500000 Penalty: 5321.497070
	Iteration 23Q: 3 clusters Score -6146398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6146529.500000 Penalty: 5321.497070
	Iteration 24Q: 3 clusters Score -6146530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -6146669.500000 Penalty: 5321.497070
	Iteration 25Q: 3 clusters Score -6146670 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -6146769.000000 Penalty: 5321.497070
	Iteration 26Q: 3 clusters Score -6146769 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -6146878.500000 Penalty: 5321.497070
	Iteration 27Q: 3 clusters Score -6146878 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6146965.000000 Penalty: 5321.497070
	Iteration 28Q: 3 clusters Score -6146965 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6147051.500000 Penalty: 5321.497070
	Iteration 29Q: 3 clusters Score -6147052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -6147129.500000 Penalty: 5321.497070
	Iteration 30Q: 3 clusters Score -6147130 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -6147167.500000 Penalty: 5321.497070
	Iteration 31Q: 3 clusters Score -6147168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6147209.000000 Penalty: 5321.497070
	Iteration 32Q: 3 clusters Score -6147209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -6147261.500000 Penalty: 5321.497070
	Iteration 33Q: 3 clusters Score -6147262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -6147279.500000 Penalty: 5321.497070
	Iteration 34Q: 3 clusters Score -6147280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6147311.500000 Penalty: 5321.497070
	Iteration 35Q: 3 clusters Score -6147312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -6147345.000000 Penalty: 5321.497070
	Iteration 36Q: 3 clusters Score -6147345 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6147373.500000 Penalty: 5321.497070
	Iteration 37Q: 3 clusters Score -6147374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -6147395.000000 Penalty: 5321.497070
	Iteration 38Q: 3 clusters Score -6147395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6147420.500000 Penalty: 5321.497070
	Iteration 39Q: 3 clusters Score -6147420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6147433.500000 Penalty: 5321.497070
	Iteration 40F: 3 clusters Score -6147434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6147450.500000 Penalty: 5321.497070
	Iteration 41Q: 3 clusters Score -6147450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -6147447.500000 Penalty: 5321.497070
	Iteration 42Q: 3 clusters Score -6147448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -6147465.000000 Penalty: 5321.497070
	Iteration 43Q: 3 clusters Score -6147465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6147490.500000 Penalty: 5321.497070
	Iteration 44Q: 3 clusters Score -6147490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6147500.000000 Penalty: 5321.497070
	Iteration 45Q: 3 clusters Score -6147500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6147497.000000 Penalty: 5321.497070
	Iteration 46Q: 3 clusters Score -6147497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -6147503.000000 Penalty: 5321.497070
	Iteration 47Q: 3 clusters Score -6147503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6147507.500000 Penalty: 5321.497070
	Iteration 48Q: 3 clusters Score -6147508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6147517.000000 Penalty: 5321.497070
	Iteration 49Q: 3 clusters Score -6147517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6147523.500000 Penalty: 5321.497070
	Iteration 50Q: 3 clusters Score -6147524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6147522.500000 Penalty: 5321.497070
	Iteration 51Q: 3 clusters Score -6147522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -6147533.500000 Penalty: 5321.497070
	Iteration 52Q: 3 clusters Score -6147534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -6147551.500000 Penalty: 5321.497070
	Iteration 53Q: 3 clusters Score -6147552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -6147556.000000 Penalty: 5321.497070
	Iteration 54Q: 3 clusters Score -6147556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -6147553.000000 Penalty: 5321.497070
	Iteration 55Q: 3 clusters Score -6147553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -6147569.000000 Penalty: 5321.497070
	Iteration 56Q: 3 clusters Score -6147569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -6147583.000000 Penalty: 5321.497070
	Iteration 57Q: 3 clusters Score -6147583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -6147599.000000 Penalty: 5321.497070
	Iteration 58Q: 3 clusters Score -6147599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6147601.500000 Penalty: 5321.497070
	Iteration 59Q: 3 clusters Score -6147602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -6147612.000000 Penalty: 5321.497070
	Iteration 60F: 3 clusters Score -6147612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6147613.500000 Penalty: 5321.497070
	Iteration 61Q: 3 clusters Score -6147614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6147607.000000 Penalty: 5321.497070
	Iteration 62Q: 3 clusters Score -6147607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6147609.500000 Penalty: 5321.497070
	Iteration 63Q: 3 clusters Score -6147610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6147606.000000 Penalty: 5321.497070
	Iteration 64Q: 3 clusters Score -6147606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6147611.500000 Penalty: 5321.497070
	Iteration 65Q: 3 clusters Score -6147612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6147611.500000 Penalty: 5321.497070
	Iteration 66F: 3 clusters Score -6147612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -611904.687500 Penalty: 2102.553223
	Iteration 0F: 2 clusters Score -611904.7 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 2434 members 
Entering Unmasked Estep 
Score: -607457.125000 Penalty: 4205.106445
	Iteration 0F: 3 clusters Score -607457.1 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -608536.187500 Penalty: 4205.106445
	Iteration 1F: 3 clusters Score -608536.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -608851.437500 Penalty: 4205.106445
	Iteration 2F: 3 clusters Score -608851.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -609114.562500 Penalty: 4205.106445
	Iteration 3F: 3 clusters Score -609114.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -609335.250000 Penalty: 4205.106445
	Iteration 4F: 3 clusters Score -609335.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -609518.000000 Penalty: 4205.106445
	Iteration 5F: 3 clusters Score -609518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -609672.625000 Penalty: 4205.106445
	Iteration 6Q: 3 clusters Score -609672.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -609807.000000 Penalty: 4205.106445
	Iteration 7Q: 3 clusters Score -609807 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -609916.437500 Penalty: 4205.106445
	Iteration 8Q: 3 clusters Score -609916.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -609990.687500 Penalty: 4205.106445
	Iteration 9Q: 3 clusters Score -609990.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -610061.000000 Penalty: 4205.106445
	Iteration 10Q: 3 clusters Score -610061 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -610124.437500 Penalty: 4205.106445
	Iteration 11Q: 3 clusters Score -610124.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -610169.375000 Penalty: 4205.106445
	Iteration 12Q: 3 clusters Score -610169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -610212.375000 Penalty: 4205.106445
	Iteration 13Q: 3 clusters Score -610212.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -610249.125000 Penalty: 4205.106445
	Iteration 14Q: 3 clusters Score -610249.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -610280.187500 Penalty: 4205.106445
	Iteration 15Q: 3 clusters Score -610280.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -610311.500000 Penalty: 4205.106445
	Iteration 16Q: 3 clusters Score -610311.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -610337.000000 Penalty: 4205.106445
	Iteration 17Q: 3 clusters Score -610337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -610358.125000 Penalty: 4205.106445
	Iteration 18Q: 3 clusters Score -610358.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -610376.500000 Penalty: 4205.106445
	Iteration 19Q: 3 clusters Score -610376.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -610394.312500 Penalty: 4205.106445
	Iteration 20F: 3 clusters Score -610394.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -610407.812500 Penalty: 4205.106445
	Iteration 21Q: 3 clusters Score -610407.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -610420.125000 Penalty: 4205.106445
	Iteration 22Q: 3 clusters Score -610420.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -610430.687500 Penalty: 4205.106445
	Iteration 23Q: 3 clusters Score -610430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -610439.187500 Penalty: 4205.106445
	Iteration 24Q: 3 clusters Score -610439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -610443.750000 Penalty: 4205.106445
	Iteration 25Q: 3 clusters Score -610443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -610449.500000 Penalty: 4205.106445
	Iteration 26Q: 3 clusters Score -610449.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -610455.250000 Penalty: 4205.106445
	Iteration 27Q: 3 clusters Score -610455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -610458.687500 Penalty: 4205.106445
	Iteration 28Q: 3 clusters Score -610458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -610460.875000 Penalty: 4205.106445
	Iteration 29Q: 3 clusters Score -610460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -610463.687500 Penalty: 4205.106445
	Iteration 30Q: 3 clusters Score -610463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -610465.937500 Penalty: 4205.106445
	Iteration 31Q: 3 clusters Score -610465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -610469.250000 Penalty: 4205.106445
	Iteration 32Q: 3 clusters Score -610469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -610469.500000 Penalty: 4205.106445
	Iteration 33Q: 3 clusters Score -610469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -610470.625000 Penalty: 4205.106445
	Iteration 34Q: 3 clusters Score -610470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -610471.125000 Penalty: 4205.106445
	Iteration 35Q: 3 clusters Score -610471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -610471.125000 Penalty: 4205.106445
	Iteration 36F: 3 clusters Score -610471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Entering Unmasked Estep 
Score: -3056436.500000 Penalty: 2486.769775
	Iteration 0F: 2 clusters Score -3056436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3040533.750000 Penalty: 4973.539551
	Iteration 0F: 3 clusters Score -3040534 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3045893.250000 Penalty: 4973.539551
	Iteration 1F: 3 clusters Score -3045893 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3046307.500000 Penalty: 4973.539551
	Iteration 2F: 3 clusters Score -3046308 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3046676.250000 Penalty: 4973.539551
	Iteration 3Q: 3 clusters Score -3046676 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3046998.500000 Penalty: 4973.539551
	Iteration 4Q: 3 clusters Score -3046998 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3047305.250000 Penalty: 4973.539551
	Iteration 5Q: 3 clusters Score -3047305 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3047595.500000 Penalty: 4973.539551
	Iteration 6Q: 3 clusters Score -3047596 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3047972.500000 Penalty: 4973.539551
	Iteration 7Q: 3 clusters Score -3047972 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3048428.000000 Penalty: 4973.539551
	Iteration 8Q: 3 clusters Score -3048428 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3049057.500000 Penalty: 4973.539551
	Iteration 9Q: 3 clusters Score -3049058 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3049905.000000 Penalty: 4973.539551
	Iteration 10F: 3 clusters Score -3049905 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3050902.500000 Penalty: 4973.539551
	Iteration 11F: 3 clusters Score -3050902 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3051978.250000 Penalty: 4973.539551
	Iteration 12F: 3 clusters Score -3051978 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3052762.000000 Penalty: 4973.539551
	Iteration 13Q: 3 clusters Score -3052762 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3053350.250000 Penalty: 4973.539551
	Iteration 14Q: 3 clusters Score -3053350 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3053760.250000 Penalty: 4973.539551
	Iteration 15Q: 3 clusters Score -3053760 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3054025.500000 Penalty: 4973.539551
	Iteration 16Q: 3 clusters Score -3054026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3054190.000000 Penalty: 4973.539551
	Iteration 17Q: 3 clusters Score -3054190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3054278.000000 Penalty: 4973.539551
	Iteration 18Q: 3 clusters Score -3054278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3054339.000000 Penalty: 4973.539551
	Iteration 19Q: 3 clusters Score -3054339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3054376.500000 Penalty: 4973.539551
	Iteration 20F: 3 clusters Score -3054376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3054410.000000 Penalty: 4973.539551
	Iteration 21Q: 3 clusters Score -3054410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3054437.750000 Penalty: 4973.539551
	Iteration 22Q: 3 clusters Score -3054438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3054454.500000 Penalty: 4973.539551
	Iteration 23Q: 3 clusters Score -3054454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3054471.500000 Penalty: 4973.539551
	Iteration 24Q: 3 clusters Score -3054472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3054475.750000 Penalty: 4973.539551
	Iteration 25Q: 3 clusters Score -3054476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3054480.000000 Penalty: 4973.539551
	Iteration 26Q: 3 clusters Score -3054480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3054486.000000 Penalty: 4973.539551
	Iteration 27Q: 3 clusters Score -3054486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3054487.250000 Penalty: 4973.539551
	Iteration 28Q: 3 clusters Score -3054487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3054482.750000 Penalty: 4973.539551
	Iteration 29Q: 3 clusters Score -3054483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3054482.750000 Penalty: 4973.539551
	Iteration 30F: 3 clusters Score -3054483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Entering Unmasked Estep 
Score: -20504620.000000 Penalty: 2962.029785
	Iteration 0F: 2 clusters Score -2.050462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -20406320.000000 Penalty: 5924.059570
	Iteration 0F: 3 clusters Score -2.040632e+07 nChanged 73819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -20449298.000000 Penalty: 5924.059570
	Iteration 1F: 3 clusters Score -2.04493e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -20450032.000000 Penalty: 5924.059570
	Iteration 2Q: 3 clusters Score -2.045003e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -20450614.000000 Penalty: 5924.059570
	Iteration 3Q: 3 clusters Score -2.045061e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -20451236.000000 Penalty: 5924.059570
	Iteration 4Q: 3 clusters Score -2.045124e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -20452094.000000 Penalty: 5924.059570
	Iteration 5Q: 3 clusters Score -2.045209e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -20452962.000000 Penalty: 5924.059570
	Iteration 6Q: 3 clusters Score -2.045296e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -20454034.000000 Penalty: 5924.059570
	Iteration 7Q: 3 clusters Score -2.045403e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -20455986.000000 Penalty: 5924.059570
	Iteration 8Q: 3 clusters Score -2.045599e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -20458882.000000 Penalty: 5924.059570
	Iteration 9Q: 3 clusters Score -2.045888e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -20463842.000000 Penalty: 5924.059570
	Iteration 10F: 3 clusters Score -2.046384e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -20471026.000000 Penalty: 5924.059570
	Iteration 11F: 3 clusters Score -2.047103e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -20479742.000000 Penalty: 5924.059570
	Iteration 12F: 3 clusters Score -2.047974e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -20487718.000000 Penalty: 5924.059570
	Iteration 13F: 3 clusters Score -2.048772e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -20493046.000000 Penalty: 5924.059570
	Iteration 14Q: 3 clusters Score -2.049305e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -20495836.000000 Penalty: 5924.059570
	Iteration 15Q: 3 clusters Score -2.049584e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134150 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -20497302.000000 Penalty: 5924.059570
	Iteration 16Q: 3 clusters Score -2.04973e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136633 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -20498308.000000 Penalty: 5924.059570
	Iteration 17Q: 3 clusters Score -2.049831e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138854 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -20499214.000000 Penalty: 5924.059570
	Iteration 18Q: 3 clusters Score -2.049921e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -20499998.000000 Penalty: 5924.059570
	Iteration 19Q: 3 clusters Score -2.05e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -20500634.000000 Penalty: 5924.059570
	Iteration 20F: 3 clusters Score -2.050063e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -20501188.000000 Penalty: 5924.059570
	Iteration 21Q: 3 clusters Score -2.050119e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -20501560.000000 Penalty: 5924.059570
	Iteration 22Q: 3 clusters Score -2.050156e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -20501828.000000 Penalty: 5924.059570
	Iteration 23Q: 3 clusters Score -2.050183e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -20501972.000000 Penalty: 5924.059570
	Iteration 24Q: 3 clusters Score -2.050197e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -20502108.000000 Penalty: 5924.059570
	Iteration 25Q: 3 clusters Score -2.050211e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -20502208.000000 Penalty: 5924.059570
	Iteration 26Q: 3 clusters Score -2.050221e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -20502338.000000 Penalty: 5924.059570
	Iteration 27Q: 3 clusters Score -2.050234e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -20502438.000000 Penalty: 5924.059570
	Iteration 28Q: 3 clusters Score -2.050244e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -20502454.000000 Penalty: 5924.059570
	Iteration 29Q: 3 clusters Score -2.050245e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -20502486.000000 Penalty: 5924.059570
	Iteration 30Q: 3 clusters Score -2.050249e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -20502458.000000 Penalty: 5924.059570
	Iteration 31Q: 3 clusters Score -2.050246e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20502540.000000 Penalty: 5924.059570
	Iteration 32Q: 3 clusters Score -2.050254e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20502560.000000 Penalty: 5924.059570
	Iteration 33Q: 3 clusters Score -2.050256e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20502580.000000 Penalty: 5924.059570
	Iteration 34Q: 3 clusters Score -2.050258e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20502530.000000 Penalty: 5924.059570
	Iteration 35Q: 3 clusters Score -2.050253e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -20502536.000000 Penalty: 5924.059570
	Iteration 36Q: 3 clusters Score -2.050254e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -20502526.000000 Penalty: 5924.059570
	Iteration 37Q: 3 clusters Score -2.050253e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -20502538.000000 Penalty: 5924.059570
	Iteration 38Q: 3 clusters Score -2.050254e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151542 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20502524.000000 Penalty: 5924.059570
	Iteration 39Q: 3 clusters Score -2.050252e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20502526.000000 Penalty: 5924.059570
	Iteration 40F: 3 clusters Score -2.050253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20502528.000000 Penalty: 5924.059570
	Iteration 41Q: 3 clusters Score -2.050253e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -20502500.000000 Penalty: 5924.059570
	Iteration 42Q: 3 clusters Score -2.05025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20502522.000000 Penalty: 5924.059570
	Iteration 43Q: 3 clusters Score -2.050252e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -20502526.000000 Penalty: 5924.059570
	Iteration 44Q: 3 clusters Score -2.050253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20502510.000000 Penalty: 5924.059570
	Iteration 45Q: 3 clusters Score -2.050251e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20502518.000000 Penalty: 5924.059570
	Iteration 46Q: 3 clusters Score -2.050252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20502500.000000 Penalty: 5924.059570
	Iteration 47Q: 3 clusters Score -2.05025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -20502494.000000 Penalty: 5924.059570
	Iteration 48Q: 3 clusters Score -2.050249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20502508.000000 Penalty: 5924.059570
	Iteration 49Q: 3 clusters Score -2.050251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20502510.000000 Penalty: 5924.059570
	Iteration 50Q: 3 clusters Score -2.050251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -20502492.000000 Penalty: 5924.059570
	Iteration 51Q: 3 clusters Score -2.050249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20502504.000000 Penalty: 5924.059570
	Iteration 52Q: 3 clusters Score -2.05025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -20502482.000000 Penalty: 5924.059570
	Iteration 53Q: 3 clusters Score -2.050248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20502492.000000 Penalty: 5924.059570
	Iteration 54Q: 3 clusters Score -2.050249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -20502506.000000 Penalty: 5924.059570
	Iteration 55Q: 3 clusters Score -2.050251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20502496.000000 Penalty: 5924.059570
	Iteration 56Q: 3 clusters Score -2.05025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20502514.000000 Penalty: 5924.059570
	Iteration 57Q: 3 clusters Score -2.050251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20502514.000000 Penalty: 5924.059570
	Iteration 58Q: 3 clusters Score -2.050251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152152 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20502492.000000 Penalty: 5924.059570
	Iteration 59Q: 3 clusters Score -2.050249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20502492.000000 Penalty: 5924.059570
	Iteration 60F: 3 clusters Score -2.050249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20502472.000000 Penalty: 5924.059570
	Iteration 61Q: 3 clusters Score -2.050247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20502478.000000 Penalty: 5924.059570
	Iteration 62Q: 3 clusters Score -2.050248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20502492.000000 Penalty: 5924.059570
	Iteration 63Q: 3 clusters Score -2.050249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -20502498.000000 Penalty: 5924.059570
	Iteration 64Q: 3 clusters Score -2.05025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20502474.000000 Penalty: 5924.059570
	Iteration 65Q: 3 clusters Score -2.050247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20502462.000000 Penalty: 5924.059570
	Iteration 66Q: 3 clusters Score -2.050246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20502464.000000 Penalty: 5924.059570
	Iteration 67Q: 3 clusters Score -2.050246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -20502464.000000 Penalty: 5924.059570
	Iteration 68Q: 3 clusters Score -2.050246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20502458.000000 Penalty: 5924.059570
	Iteration 69Q: 3 clusters Score -2.050246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152332 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 70Q: 3 clusters Score -2.050246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 71Q: 3 clusters Score -2.050246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20502438.000000 Penalty: 5924.059570
	Iteration 72Q: 3 clusters Score -2.050244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20502444.000000 Penalty: 5924.059570
	Iteration 73Q: 3 clusters Score -2.050244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20502448.000000 Penalty: 5924.059570
	Iteration 74Q: 3 clusters Score -2.050245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20502460.000000 Penalty: 5924.059570
	Iteration 75Q: 3 clusters Score -2.050246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20502472.000000 Penalty: 5924.059570
	Iteration 76Q: 3 clusters Score -2.050247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20502454.000000 Penalty: 5924.059570
	Iteration 77Q: 3 clusters Score -2.050245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20502460.000000 Penalty: 5924.059570
	Iteration 78Q: 3 clusters Score -2.050246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152416 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -20502474.000000 Penalty: 5924.059570
	Iteration 79Q: 3 clusters Score -2.050247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -20502462.000000 Penalty: 5924.059570
	Iteration 80F: 3 clusters Score -2.050246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152420 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20502468.000000 Penalty: 5924.059570
	Iteration 81Q: 3 clusters Score -2.050247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -20502458.000000 Penalty: 5924.059570
	Iteration 82Q: 3 clusters Score -2.050246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -20502462.000000 Penalty: 5924.059570
	Iteration 83Q: 3 clusters Score -2.050246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152420 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20502466.000000 Penalty: 5924.059570
	Iteration 84Q: 3 clusters Score -2.050247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20502468.000000 Penalty: 5924.059570
	Iteration 85Q: 3 clusters Score -2.050247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152425 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20502472.000000 Penalty: 5924.059570
	Iteration 86Q: 3 clusters Score -2.050247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 87Q: 3 clusters Score -2.050246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20502474.000000 Penalty: 5924.059570
	Iteration 88Q: 3 clusters Score -2.050247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152443 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20502464.000000 Penalty: 5924.059570
	Iteration 89Q: 3 clusters Score -2.050246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20502460.000000 Penalty: 5924.059570
	Iteration 90Q: 3 clusters Score -2.050246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20502448.000000 Penalty: 5924.059570
	Iteration 91Q: 3 clusters Score -2.050245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20502454.000000 Penalty: 5924.059570
	Iteration 92Q: 3 clusters Score -2.050245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20502466.000000 Penalty: 5924.059570
	Iteration 93Q: 3 clusters Score -2.050247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20502454.000000 Penalty: 5924.059570
	Iteration 94Q: 3 clusters Score -2.050245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20502450.000000 Penalty: 5924.059570
	Iteration 95Q: 3 clusters Score -2.050245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20502438.000000 Penalty: 5924.059570
	Iteration 96Q: 3 clusters Score -2.050244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20502446.000000 Penalty: 5924.059570
	Iteration 97Q: 3 clusters Score -2.050245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20502446.000000 Penalty: 5924.059570
	Iteration 98Q: 3 clusters Score -2.050245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -20502452.000000 Penalty: 5924.059570
	Iteration 99Q: 3 clusters Score -2.050245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20502480.000000 Penalty: 5924.059570
	Iteration 100F: 3 clusters Score -2.050248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20502480.000000 Penalty: 5924.059570
	Iteration 101Q: 3 clusters Score -2.050248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20502474.000000 Penalty: 5924.059570
	Iteration 102Q: 3 clusters Score -2.050247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152554 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20502466.000000 Penalty: 5924.059570
	Iteration 103Q: 3 clusters Score -2.050247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20502478.000000 Penalty: 5924.059570
	Iteration 104Q: 3 clusters Score -2.050248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20502462.000000 Penalty: 5924.059570
	Iteration 105Q: 3 clusters Score -2.050246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20502472.000000 Penalty: 5924.059570
	Iteration 106Q: 3 clusters Score -2.050247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20502484.000000 Penalty: 5924.059570
	Iteration 107Q: 3 clusters Score -2.050248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152613 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20502470.000000 Penalty: 5924.059570
	Iteration 108Q: 3 clusters Score -2.050247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20502458.000000 Penalty: 5924.059570
	Iteration 109Q: 3 clusters Score -2.050246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152622 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20502458.000000 Penalty: 5924.059570
	Iteration 110Q: 3 clusters Score -2.050246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 111Q: 3 clusters Score -2.050246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 112Q: 3 clusters Score -2.050246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20502456.000000 Penalty: 5924.059570
	Iteration 113F: 3 clusters Score -2.050246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Entering Unmasked Estep 
Score: -6465402.500000 Penalty: 2673.274170
	Iteration 0F: 2 clusters Score -6465402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6432932.500000 Penalty: 5346.548340
	Iteration 0F: 3 clusters Score -6432932 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -6445151.000000 Penalty: 5346.548340
	Iteration 1F: 3 clusters Score -6445151 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -6445632.000000 Penalty: 5346.548340
	Iteration 2Q: 3 clusters Score -6445632 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6446027.000000 Penalty: 5346.548340
	Iteration 3Q: 3 clusters Score -6446027 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6446402.000000 Penalty: 5346.548340
	Iteration 4Q: 3 clusters Score -6446402 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6446820.500000 Penalty: 5346.548340
	Iteration 5Q: 3 clusters Score -6446820 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -6447208.000000 Penalty: 5346.548340
	Iteration 6Q: 3 clusters Score -6447208 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6447713.500000 Penalty: 5346.548340
	Iteration 7Q: 3 clusters Score -6447714 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6448472.000000 Penalty: 5346.548340
	Iteration 8Q: 3 clusters Score -6448472 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6449431.500000 Penalty: 5346.548340
	Iteration 9Q: 3 clusters Score -6449432 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -6450889.500000 Penalty: 5346.548340
	Iteration 10Q: 3 clusters Score -6450890 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -6452855.000000 Penalty: 5346.548340
	Iteration 11F: 3 clusters Score -6452855 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -6455209.500000 Penalty: 5346.548340
	Iteration 12F: 3 clusters Score -6455210 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -6457441.500000 Penalty: 5346.548340
	Iteration 13F: 3 clusters Score -6457442 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -6459340.500000 Penalty: 5346.548340
	Iteration 14Q: 3 clusters Score -6459340 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -6460659.000000 Penalty: 5346.548340
	Iteration 15Q: 3 clusters Score -6460659 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6461636.500000 Penalty: 5346.548340
	Iteration 16Q: 3 clusters Score -6461636 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6462233.500000 Penalty: 5346.548340
	Iteration 17Q: 3 clusters Score -6462234 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6462587.000000 Penalty: 5346.548340
	Iteration 18Q: 3 clusters Score -6462587 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6462814.500000 Penalty: 5346.548340
	Iteration 19Q: 3 clusters Score -6462814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6462919.000000 Penalty: 5346.548340
	Iteration 20F: 3 clusters Score -6462919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -6463007.000000 Penalty: 5346.548340
	Iteration 21Q: 3 clusters Score -6463007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6463053.500000 Penalty: 5346.548340
	Iteration 22Q: 3 clusters Score -6463054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6463077.000000 Penalty: 5346.548340
	Iteration 23Q: 3 clusters Score -6463077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -6463095.500000 Penalty: 5346.548340
	Iteration 24Q: 3 clusters Score -6463096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6463102.000000 Penalty: 5346.548340
	Iteration 25Q: 3 clusters Score -6463102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6463104.500000 Penalty: 5346.548340
	Iteration 26Q: 3 clusters Score -6463104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6463110.000000 Penalty: 5346.548340
	Iteration 27Q: 3 clusters Score -6463110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6463113.500000 Penalty: 5346.548340
	Iteration 28Q: 3 clusters Score -6463114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6463114.000000 Penalty: 5346.548340
	Iteration 29Q: 3 clusters Score -6463114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6463114.000000 Penalty: 5346.548340
	Iteration 30F: 3 clusters Score -6463114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15568.705078 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15568.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15590.177734 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15590.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15597.789062 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -15597.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15597.789062 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -15597.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -157571.625000 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -157571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -155420.671875 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -155420.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155778.953125 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -155779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155886.093750 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -155886.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155930.218750 Penalty: 3547.525391
	Iteration 3Q: 3 clusters Score -155930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155959.906250 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -155959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155975.328125 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -155975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155989.312500 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -155989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -156002.171875 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -156002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156014.578125 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -156014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156020.546875 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -156020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156022.000000 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -156022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156022.000000 Penalty: 3547.525391
	Iteration 11F: 3 clusters Score -156022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Entering Unmasked Estep 
Score: -7044366.500000 Penalty: 2703.929688
	Iteration 0F: 2 clusters Score -7044366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -7007632.000000 Penalty: 5407.859375
	Iteration 0F: 3 clusters Score -7007632 nChanged 25363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -7021386.000000 Penalty: 5407.859375
	Iteration 1F: 3 clusters Score -7021386 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7021925.500000 Penalty: 5407.859375
	Iteration 2Q: 3 clusters Score -7021926 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -7022402.000000 Penalty: 5407.859375
	Iteration 3Q: 3 clusters Score -7022402 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -7022814.000000 Penalty: 5407.859375
	Iteration 4Q: 3 clusters Score -7022814 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -7023186.500000 Penalty: 5407.859375
	Iteration 5Q: 3 clusters Score -7023186 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7023605.000000 Penalty: 5407.859375
	Iteration 6Q: 3 clusters Score -7023605 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7024190.500000 Penalty: 5407.859375
	Iteration 7Q: 3 clusters Score -7024190 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -7025040.000000 Penalty: 5407.859375
	Iteration 8Q: 3 clusters Score -7025040 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -7026505.500000 Penalty: 5407.859375
	Iteration 9Q: 3 clusters Score -7026506 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7028736.000000 Penalty: 5407.859375
	Iteration 10F: 3 clusters Score -7028736 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -7031688.000000 Penalty: 5407.859375
	Iteration 11F: 3 clusters Score -7031688 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -7035253.500000 Penalty: 5407.859375
	Iteration 12F: 3 clusters Score -7035254 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7038363.000000 Penalty: 5407.859375
	Iteration 13F: 3 clusters Score -7038363 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7040251.000000 Penalty: 5407.859375
	Iteration 14Q: 3 clusters Score -7040251 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7041218.000000 Penalty: 5407.859375
	Iteration 15Q: 3 clusters Score -7041218 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7041650.500000 Penalty: 5407.859375
	Iteration 16Q: 3 clusters Score -7041650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7041830.000000 Penalty: 5407.859375
	Iteration 17Q: 3 clusters Score -7041830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7041910.500000 Penalty: 5407.859375
	Iteration 18Q: 3 clusters Score -7041910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7041960.000000 Penalty: 5407.859375
	Iteration 19Q: 3 clusters Score -7041960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7041993.000000 Penalty: 5407.859375
	Iteration 20F: 3 clusters Score -7041993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7042009.000000 Penalty: 5407.859375
	Iteration 21Q: 3 clusters Score -7042009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7042025.500000 Penalty: 5407.859375
	Iteration 22Q: 3 clusters Score -7042026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7042038.500000 Penalty: 5407.859375
	Iteration 23Q: 3 clusters Score -7042038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7042035.500000 Penalty: 5407.859375
	Iteration 24Q: 3 clusters Score -7042036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7042044.500000 Penalty: 5407.859375
	Iteration 25Q: 3 clusters Score -7042044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7042062.000000 Penalty: 5407.859375
	Iteration 26Q: 3 clusters Score -7042062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7042067.500000 Penalty: 5407.859375
	Iteration 27Q: 3 clusters Score -7042068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7042076.000000 Penalty: 5407.859375
	Iteration 28Q: 3 clusters Score -7042076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7042082.500000 Penalty: 5407.859375
	Iteration 29Q: 3 clusters Score -7042082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7042080.000000 Penalty: 5407.859375
	Iteration 30Q: 3 clusters Score -7042080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7042079.000000 Penalty: 5407.859375
	Iteration 31Q: 3 clusters Score -7042079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7042087.500000 Penalty: 5407.859375
	Iteration 32Q: 3 clusters Score -7042088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7042087.500000 Penalty: 5407.859375
	Iteration 33F: 3 clusters Score -7042088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -122626.773438 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -122626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120754.734375 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -120754.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -121283.812500 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -121283.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -121614.710938 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -121614.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -121812.570312 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -121812.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121941.953125 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -121942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -122017.398438 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -122017.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122079.968750 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -122080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122114.117188 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -122114.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122167.875000 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -122167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -122217.906250 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -122217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122267.914062 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -122267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -122310.515625 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -122310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122319.531250 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -122319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122319.531250 Penalty: 3433.142334
	Iteration 13F: 3 clusters Score -122319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -338647.406250 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -338647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -335685.812500 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -335685.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -336279.500000 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -336279.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -336429.593750 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -336429.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -336530.250000 Penalty: 3883.102051
	Iteration 3Q: 3 clusters Score -336530.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -336604.031250 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -336604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336644.593750 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -336644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -336669.500000 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -336669.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336686.500000 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -336686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336697.875000 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -336697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -336707.000000 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -336707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -336712.906250 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -336712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -336724.062500 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -336724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -336729.968750 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -336730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -336735.125000 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -336735.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -336740.687500 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -336740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -336746.187500 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -336746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -336750.718750 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -336750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336755.718750 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -336755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336758.375000 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -336758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336761.062500 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -336761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -336764.843750 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -336764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -336766.218750 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -336766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -336767.656250 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -336767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -336768.375000 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -336768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -336768.906250 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -336768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -336768.906250 Penalty: 3883.102051
	Iteration 25F: 3 clusters Score -336768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Entering Unmasked Estep 
Score: -24216804.000000 Penalty: 3004.196045
	Iteration 0F: 2 clusters Score -2.42168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -24098624.000000 Penalty: 6008.392090
	Iteration 0F: 3 clusters Score -2.409862e+07 nChanged 87237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -24149612.000000 Penalty: 6008.392090
	Iteration 1F: 3 clusters Score -2.414961e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -24150940.000000 Penalty: 6008.392090
	Iteration 2Q: 3 clusters Score -2.415094e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -24153050.000000 Penalty: 6008.392090
	Iteration 3Q: 3 clusters Score -2.415305e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -24156872.000000 Penalty: 6008.392090
	Iteration 4Q: 3 clusters Score -2.415687e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -24163856.000000 Penalty: 6008.392090
	Iteration 5F: 3 clusters Score -2.416386e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -24174596.000000 Penalty: 6008.392090
	Iteration 6F: 3 clusters Score -2.41746e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -24188352.000000 Penalty: 6008.392090
	Iteration 7F: 3 clusters Score -2.418835e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -24201430.000000 Penalty: 6008.392090
	Iteration 8F: 3 clusters Score -2.420143e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -24209218.000000 Penalty: 6008.392090
	Iteration 9Q: 3 clusters Score -2.420922e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -24212244.000000 Penalty: 6008.392090
	Iteration 10Q: 3 clusters Score -2.421224e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -24213628.000000 Penalty: 6008.392090
	Iteration 11Q: 3 clusters Score -2.421363e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -24214442.000000 Penalty: 6008.392090
	Iteration 12Q: 3 clusters Score -2.421444e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -24214882.000000 Penalty: 6008.392090
	Iteration 13Q: 3 clusters Score -2.421488e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -24215196.000000 Penalty: 6008.392090
	Iteration 14Q: 3 clusters Score -2.42152e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -24215480.000000 Penalty: 6008.392090
	Iteration 15Q: 3 clusters Score -2.421548e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -24215726.000000 Penalty: 6008.392090
	Iteration 16Q: 3 clusters Score -2.421573e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -24215876.000000 Penalty: 6008.392090
	Iteration 17Q: 3 clusters Score -2.421588e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165827 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -24215986.000000 Penalty: 6008.392090
	Iteration 18Q: 3 clusters Score -2.421599e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -24216006.000000 Penalty: 6008.392090
	Iteration 19Q: 3 clusters Score -2.421601e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167184 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -24215996.000000 Penalty: 6008.392090
	Iteration 20F: 3 clusters Score -2.4216e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -24216028.000000 Penalty: 6008.392090
	Iteration 21Q: 3 clusters Score -2.421603e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -24216040.000000 Penalty: 6008.392090
	Iteration 22Q: 3 clusters Score -2.421604e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -24216006.000000 Penalty: 6008.392090
	Iteration 23Q: 3 clusters Score -2.421601e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -24216070.000000 Penalty: 6008.392090
	Iteration 24Q: 3 clusters Score -2.421607e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -24216036.000000 Penalty: 6008.392090
	Iteration 25Q: 3 clusters Score -2.421604e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -24216066.000000 Penalty: 6008.392090
	Iteration 26Q: 3 clusters Score -2.421607e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -24216076.000000 Penalty: 6008.392090
	Iteration 27Q: 3 clusters Score -2.421608e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -24216060.000000 Penalty: 6008.392090
	Iteration 28Q: 3 clusters Score -2.421606e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171217 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -24216008.000000 Penalty: 6008.392090
	Iteration 29Q: 3 clusters Score -2.421601e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171574 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -24216030.000000 Penalty: 6008.392090
	Iteration 30Q: 3 clusters Score -2.421603e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171925 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -24216026.000000 Penalty: 6008.392090
	Iteration 31Q: 3 clusters Score -2.421603e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -24216044.000000 Penalty: 6008.392090
	Iteration 32Q: 3 clusters Score -2.421604e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -24216022.000000 Penalty: 6008.392090
	Iteration 33Q: 3 clusters Score -2.421602e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -24216024.000000 Penalty: 6008.392090
	Iteration 34Q: 3 clusters Score -2.421602e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -24215996.000000 Penalty: 6008.392090
	Iteration 35Q: 3 clusters Score -2.4216e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -24215980.000000 Penalty: 6008.392090
	Iteration 36Q: 3 clusters Score -2.421598e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -24215924.000000 Penalty: 6008.392090
	Iteration 37Q: 3 clusters Score -2.421592e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173741 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -24215910.000000 Penalty: 6008.392090
	Iteration 38Q: 3 clusters Score -2.421591e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173936 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -24215874.000000 Penalty: 6008.392090
	Iteration 39Q: 3 clusters Score -2.421587e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174123 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -24215870.000000 Penalty: 6008.392090
	Iteration 40F: 3 clusters Score -2.421587e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -24215814.000000 Penalty: 6008.392090
	Iteration 41Q: 3 clusters Score -2.421581e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174450 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -24215802.000000 Penalty: 6008.392090
	Iteration 42Q: 3 clusters Score -2.42158e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174604 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -24215808.000000 Penalty: 6008.392090
	Iteration 43Q: 3 clusters Score -2.421581e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -24215816.000000 Penalty: 6008.392090
	Iteration 44Q: 3 clusters Score -2.421582e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -24215778.000000 Penalty: 6008.392090
	Iteration 45Q: 3 clusters Score -2.421578e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -24215740.000000 Penalty: 6008.392090
	Iteration 46Q: 3 clusters Score -2.421574e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -24215742.000000 Penalty: 6008.392090
	Iteration 47Q: 3 clusters Score -2.421574e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -24215700.000000 Penalty: 6008.392090
	Iteration 48Q: 3 clusters Score -2.42157e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -24215648.000000 Penalty: 6008.392090
	Iteration 49Q: 3 clusters Score -2.421565e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -24215634.000000 Penalty: 6008.392090
	Iteration 50Q: 3 clusters Score -2.421563e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175489 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -24215658.000000 Penalty: 6008.392090
	Iteration 51Q: 3 clusters Score -2.421566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -24215582.000000 Penalty: 6008.392090
	Iteration 52Q: 3 clusters Score -2.421558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175632 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -24215594.000000 Penalty: 6008.392090
	Iteration 53Q: 3 clusters Score -2.421559e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -24215578.000000 Penalty: 6008.392090
	Iteration 54Q: 3 clusters Score -2.421558e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -24215578.000000 Penalty: 6008.392090
	Iteration 55Q: 3 clusters Score -2.421558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175896 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -24215598.000000 Penalty: 6008.392090
	Iteration 56Q: 3 clusters Score -2.42156e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -24215506.000000 Penalty: 6008.392090
	Iteration 57Q: 3 clusters Score -2.421551e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -24215544.000000 Penalty: 6008.392090
	Iteration 58Q: 3 clusters Score -2.421554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -24215492.000000 Penalty: 6008.392090
	Iteration 59Q: 3 clusters Score -2.421549e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -24215492.000000 Penalty: 6008.392090
	Iteration 60F: 3 clusters Score -2.421549e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176317 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -24215480.000000 Penalty: 6008.392090
	Iteration 61Q: 3 clusters Score -2.421548e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -24215468.000000 Penalty: 6008.392090
	Iteration 62Q: 3 clusters Score -2.421547e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176491 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -24215450.000000 Penalty: 6008.392090
	Iteration 63Q: 3 clusters Score -2.421545e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -24215458.000000 Penalty: 6008.392090
	Iteration 64Q: 3 clusters Score -2.421546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176654 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -24215440.000000 Penalty: 6008.392090
	Iteration 65Q: 3 clusters Score -2.421544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -24215434.000000 Penalty: 6008.392090
	Iteration 66Q: 3 clusters Score -2.421543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176773 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -24215446.000000 Penalty: 6008.392090
	Iteration 67Q: 3 clusters Score -2.421545e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -24215450.000000 Penalty: 6008.392090
	Iteration 68Q: 3 clusters Score -2.421545e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176857 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -24215446.000000 Penalty: 6008.392090
	Iteration 69Q: 3 clusters Score -2.421545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -24215432.000000 Penalty: 6008.392090
	Iteration 70Q: 3 clusters Score -2.421543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -24215444.000000 Penalty: 6008.392090
	Iteration 71Q: 3 clusters Score -2.421544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177001 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -24215424.000000 Penalty: 6008.392090
	Iteration 72Q: 3 clusters Score -2.421542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -24215442.000000 Penalty: 6008.392090
	Iteration 73Q: 3 clusters Score -2.421544e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -24215444.000000 Penalty: 6008.392090
	Iteration 74Q: 3 clusters Score -2.421544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177111 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -24215448.000000 Penalty: 6008.392090
	Iteration 75Q: 3 clusters Score -2.421545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -24215440.000000 Penalty: 6008.392090
	Iteration 76Q: 3 clusters Score -2.421544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -24215428.000000 Penalty: 6008.392090
	Iteration 77Q: 3 clusters Score -2.421543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -24215416.000000 Penalty: 6008.392090
	Iteration 78Q: 3 clusters Score -2.421542e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177251 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -24215404.000000 Penalty: 6008.392090
	Iteration 79Q: 3 clusters Score -2.42154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177284 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -24215382.000000 Penalty: 6008.392090
	Iteration 80F: 3 clusters Score -2.421538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -24215408.000000 Penalty: 6008.392090
	Iteration 81Q: 3 clusters Score -2.421541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -24215432.000000 Penalty: 6008.392090
	Iteration 82Q: 3 clusters Score -2.421543e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -24215418.000000 Penalty: 6008.392090
	Iteration 83Q: 3 clusters Score -2.421542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -24215430.000000 Penalty: 6008.392090
	Iteration 84Q: 3 clusters Score -2.421543e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -24215434.000000 Penalty: 6008.392090
	Iteration 85Q: 3 clusters Score -2.421543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177485 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -24215420.000000 Penalty: 6008.392090
	Iteration 86Q: 3 clusters Score -2.421542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177507 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -24215418.000000 Penalty: 6008.392090
	Iteration 87Q: 3 clusters Score -2.421542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177529 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -24215416.000000 Penalty: 6008.392090
	Iteration 88Q: 3 clusters Score -2.421542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177554 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -24215426.000000 Penalty: 6008.392090
	Iteration 89Q: 3 clusters Score -2.421543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -24215422.000000 Penalty: 6008.392090
	Iteration 90Q: 3 clusters Score -2.421542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -24215412.000000 Penalty: 6008.392090
	Iteration 91Q: 3 clusters Score -2.421541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -24215398.000000 Penalty: 6008.392090
	Iteration 92Q: 3 clusters Score -2.42154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -24215422.000000 Penalty: 6008.392090
	Iteration 93Q: 3 clusters Score -2.421542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -24215424.000000 Penalty: 6008.392090
	Iteration 94Q: 3 clusters Score -2.421542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177665 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -24215410.000000 Penalty: 6008.392090
	Iteration 95Q: 3 clusters Score -2.421541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177675 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -24215410.000000 Penalty: 6008.392090
	Iteration 96Q: 3 clusters Score -2.421541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -24215438.000000 Penalty: 6008.392090
	Iteration 97Q: 3 clusters Score -2.421544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -24215416.000000 Penalty: 6008.392090
	Iteration 98Q: 3 clusters Score -2.421542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -24215412.000000 Penalty: 6008.392090
	Iteration 99Q: 3 clusters Score -2.421541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -24215406.000000 Penalty: 6008.392090
	Iteration 100F: 3 clusters Score -2.421541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177714 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -24215404.000000 Penalty: 6008.392090
	Iteration 101Q: 3 clusters Score -2.42154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -24215396.000000 Penalty: 6008.392090
	Iteration 102Q: 3 clusters Score -2.42154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177727 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -24215410.000000 Penalty: 6008.392090
	Iteration 103Q: 3 clusters Score -2.421541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177731 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -24215414.000000 Penalty: 6008.392090
	Iteration 104Q: 3 clusters Score -2.421541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177732 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -24215410.000000 Penalty: 6008.392090
	Iteration 105Q: 3 clusters Score -2.421541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -24215408.000000 Penalty: 6008.392090
	Iteration 106Q: 3 clusters Score -2.421541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -24215408.000000 Penalty: 6008.392090
	Iteration 107F: 3 clusters Score -2.421541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36352.984375 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36352.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36477.355469 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36477.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36503.253906 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -36503.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36513.914062 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36513.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36531.667969 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36531.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36538.378906 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36538.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36556.332031 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36556.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36567.308594 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -36567.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36567.308594 Penalty: 2882.325928
	Iteration 8F: 3 clusters Score -36567.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Entering Unmasked Estep 
Score: -12286331.000000 Penalty: 2833.557373
	Iteration 0F: 2 clusters Score -1.228633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -12224924.000000 Penalty: 5667.114746
	Iteration 0F: 3 clusters Score -1.222492e+07 nChanged 43181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -12249378.000000 Penalty: 5667.114746
	Iteration 1F: 3 clusters Score -1.224938e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -12249954.000000 Penalty: 5667.114746
	Iteration 2Q: 3 clusters Score -1.224995e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -12250356.000000 Penalty: 5667.114746
	Iteration 3Q: 3 clusters Score -1.225036e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -12250891.000000 Penalty: 5667.114746
	Iteration 4Q: 3 clusters Score -1.225089e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -12251259.000000 Penalty: 5667.114746
	Iteration 5Q: 3 clusters Score -1.225126e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -12251725.000000 Penalty: 5667.114746
	Iteration 6Q: 3 clusters Score -1.225172e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -12252126.000000 Penalty: 5667.114746
	Iteration 7Q: 3 clusters Score -1.225213e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -12252655.000000 Penalty: 5667.114746
	Iteration 8Q: 3 clusters Score -1.225266e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -12253275.000000 Penalty: 5667.114746
	Iteration 9Q: 3 clusters Score -1.225328e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -12254215.000000 Penalty: 5667.114746
	Iteration 10Q: 3 clusters Score -1.225422e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -12255418.000000 Penalty: 5667.114746
	Iteration 11Q: 3 clusters Score -1.225542e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -12257231.000000 Penalty: 5667.114746
	Iteration 12Q: 3 clusters Score -1.225723e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -12260116.000000 Penalty: 5667.114746
	Iteration 13Q: 3 clusters Score -1.226012e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -12263812.000000 Penalty: 5667.114746
	Iteration 14F: 3 clusters Score -1.226381e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -12267881.000000 Penalty: 5667.114746
	Iteration 15F: 3 clusters Score -1.226788e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -12270744.000000 Penalty: 5667.114746
	Iteration 16F: 3 clusters Score -1.227074e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -12272153.000000 Penalty: 5667.114746
	Iteration 17Q: 3 clusters Score -1.227215e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -12272681.000000 Penalty: 5667.114746
	Iteration 18Q: 3 clusters Score -1.227268e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -12273078.000000 Penalty: 5667.114746
	Iteration 19Q: 3 clusters Score -1.227308e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -12273485.000000 Penalty: 5667.114746
	Iteration 20F: 3 clusters Score -1.227348e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -12273762.000000 Penalty: 5667.114746
	Iteration 21Q: 3 clusters Score -1.227376e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -12274057.000000 Penalty: 5667.114746
	Iteration 22Q: 3 clusters Score -1.227406e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -12274298.000000 Penalty: 5667.114746
	Iteration 23Q: 3 clusters Score -1.22743e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -12274569.000000 Penalty: 5667.114746
	Iteration 24Q: 3 clusters Score -1.227457e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -12274781.000000 Penalty: 5667.114746
	Iteration 25Q: 3 clusters Score -1.227478e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -12275028.000000 Penalty: 5667.114746
	Iteration 26Q: 3 clusters Score -1.227503e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -12275297.000000 Penalty: 5667.114746
	Iteration 27Q: 3 clusters Score -1.22753e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -12275506.000000 Penalty: 5667.114746
	Iteration 28Q: 3 clusters Score -1.227551e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -12275756.000000 Penalty: 5667.114746
	Iteration 29Q: 3 clusters Score -1.227576e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -12275937.000000 Penalty: 5667.114746
	Iteration 30Q: 3 clusters Score -1.227594e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -12276179.000000 Penalty: 5667.114746
	Iteration 31Q: 3 clusters Score -1.227618e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -12276413.000000 Penalty: 5667.114746
	Iteration 32Q: 3 clusters Score -1.227641e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -12276631.000000 Penalty: 5667.114746
	Iteration 33Q: 3 clusters Score -1.227663e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -12276972.000000 Penalty: 5667.114746
	Iteration 34Q: 3 clusters Score -1.227697e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -12277341.000000 Penalty: 5667.114746
	Iteration 35Q: 3 clusters Score -1.227734e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -12277607.000000 Penalty: 5667.114746
	Iteration 36Q: 3 clusters Score -1.227761e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -12277932.000000 Penalty: 5667.114746
	Iteration 37Q: 3 clusters Score -1.227793e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -12278325.000000 Penalty: 5667.114746
	Iteration 38Q: 3 clusters Score -1.227832e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -12278638.000000 Penalty: 5667.114746
	Iteration 39Q: 3 clusters Score -1.227864e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -12278947.000000 Penalty: 5667.114746
	Iteration 40F: 3 clusters Score -1.227895e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -12279305.000000 Penalty: 5667.114746
	Iteration 41Q: 3 clusters Score -1.22793e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -12279710.000000 Penalty: 5667.114746
	Iteration 42Q: 3 clusters Score -1.227971e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -12280115.000000 Penalty: 5667.114746
	Iteration 43Q: 3 clusters Score -1.228012e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -12280482.000000 Penalty: 5667.114746
	Iteration 44Q: 3 clusters Score -1.228048e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -12280784.000000 Penalty: 5667.114746
	Iteration 45Q: 3 clusters Score -1.228078e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -12281134.000000 Penalty: 5667.114746
	Iteration 46Q: 3 clusters Score -1.228113e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -12281411.000000 Penalty: 5667.114746
	Iteration 47Q: 3 clusters Score -1.228141e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -12281719.000000 Penalty: 5667.114746
	Iteration 48Q: 3 clusters Score -1.228172e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -12281958.000000 Penalty: 5667.114746
	Iteration 49Q: 3 clusters Score -1.228196e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -12282174.000000 Penalty: 5667.114746
	Iteration 50Q: 3 clusters Score -1.228217e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -12282456.000000 Penalty: 5667.114746
	Iteration 51Q: 3 clusters Score -1.228246e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -12282663.000000 Penalty: 5667.114746
	Iteration 52Q: 3 clusters Score -1.228266e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -12282770.000000 Penalty: 5667.114746
	Iteration 53Q: 3 clusters Score -1.228277e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -12282942.000000 Penalty: 5667.114746
	Iteration 54Q: 3 clusters Score -1.228294e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -12283076.000000 Penalty: 5667.114746
	Iteration 55Q: 3 clusters Score -1.228308e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -12283199.000000 Penalty: 5667.114746
	Iteration 56Q: 3 clusters Score -1.22832e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -12283328.000000 Penalty: 5667.114746
	Iteration 57Q: 3 clusters Score -1.228333e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -12283416.000000 Penalty: 5667.114746
	Iteration 58Q: 3 clusters Score -1.228342e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -12283468.000000 Penalty: 5667.114746
	Iteration 59Q: 3 clusters Score -1.228347e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -12283517.000000 Penalty: 5667.114746
	Iteration 60F: 3 clusters Score -1.228352e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -12283565.000000 Penalty: 5667.114746
	Iteration 61Q: 3 clusters Score -1.228356e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -12283624.000000 Penalty: 5667.114746
	Iteration 62Q: 3 clusters Score -1.228362e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -12283660.000000 Penalty: 5667.114746
	Iteration 63Q: 3 clusters Score -1.228366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -12283672.000000 Penalty: 5667.114746
	Iteration 64Q: 3 clusters Score -1.228367e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -12283702.000000 Penalty: 5667.114746
	Iteration 65Q: 3 clusters Score -1.22837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -12283709.000000 Penalty: 5667.114746
	Iteration 66Q: 3 clusters Score -1.228371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -12283720.000000 Penalty: 5667.114746
	Iteration 67Q: 3 clusters Score -1.228372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -12283737.000000 Penalty: 5667.114746
	Iteration 68Q: 3 clusters Score -1.228374e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -12283734.000000 Penalty: 5667.114746
	Iteration 69Q: 3 clusters Score -1.228373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -12283762.000000 Penalty: 5667.114746
	Iteration 70Q: 3 clusters Score -1.228376e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -12283777.000000 Penalty: 5667.114746
	Iteration 71Q: 3 clusters Score -1.228378e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -12283768.000000 Penalty: 5667.114746
	Iteration 72Q: 3 clusters Score -1.228377e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -12283777.000000 Penalty: 5667.114746
	Iteration 73Q: 3 clusters Score -1.228378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -12283792.000000 Penalty: 5667.114746
	Iteration 74Q: 3 clusters Score -1.228379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -12283787.000000 Penalty: 5667.114746
	Iteration 75Q: 3 clusters Score -1.228379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -12283793.000000 Penalty: 5667.114746
	Iteration 76Q: 3 clusters Score -1.228379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -12283800.000000 Penalty: 5667.114746
	Iteration 77Q: 3 clusters Score -1.22838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -12283796.000000 Penalty: 5667.114746
	Iteration 78Q: 3 clusters Score -1.22838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -12283797.000000 Penalty: 5667.114746
	Iteration 79Q: 3 clusters Score -1.22838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -12283806.000000 Penalty: 5667.114746
	Iteration 80F: 3 clusters Score -1.228381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -12283811.000000 Penalty: 5667.114746
	Iteration 81Q: 3 clusters Score -1.228381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -12283827.000000 Penalty: 5667.114746
	Iteration 82Q: 3 clusters Score -1.228383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -12283833.000000 Penalty: 5667.114746
	Iteration 83Q: 3 clusters Score -1.228383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -12283850.000000 Penalty: 5667.114746
	Iteration 84Q: 3 clusters Score -1.228385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -12283841.000000 Penalty: 5667.114746
	Iteration 85Q: 3 clusters Score -1.228384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -12283858.000000 Penalty: 5667.114746
	Iteration 86Q: 3 clusters Score -1.228386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -12283857.000000 Penalty: 5667.114746
	Iteration 87Q: 3 clusters Score -1.228386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -12283860.000000 Penalty: 5667.114746
	Iteration 88Q: 3 clusters Score -1.228386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -12283865.000000 Penalty: 5667.114746
	Iteration 89Q: 3 clusters Score -1.228386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 90454 members 
Entering Unmasked Estep 
Score: -12283868.000000 Penalty: 5667.114746
	Iteration 90Q: 3 clusters Score -1.228387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -12283881.000000 Penalty: 5667.114746
	Iteration 91Q: 3 clusters Score -1.228388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -12283867.000000 Penalty: 5667.114746
	Iteration 92Q: 3 clusters Score -1.228387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -12283871.000000 Penalty: 5667.114746
	Iteration 93Q: 3 clusters Score -1.228387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -12283876.000000 Penalty: 5667.114746
	Iteration 94Q: 3 clusters Score -1.228388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -12283873.000000 Penalty: 5667.114746
	Iteration 95Q: 3 clusters Score -1.228387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -12283873.000000 Penalty: 5667.114746
	Iteration 96F: 3 clusters Score -1.228387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Entering Unmasked Estep 
Score: -19880994.000000 Penalty: 2954.575928
	Iteration 0F: 2 clusters Score -1.988099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -19781740.000000 Penalty: 5909.151855
	Iteration 0F: 3 clusters Score -1.978174e+07 nChanged 71264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -19822240.000000 Penalty: 5909.151855
	Iteration 1F: 3 clusters Score -1.982224e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -19823118.000000 Penalty: 5909.151855
	Iteration 2Q: 3 clusters Score -1.982312e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -19824236.000000 Penalty: 5909.151855
	Iteration 3Q: 3 clusters Score -1.982424e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -19825838.000000 Penalty: 5909.151855
	Iteration 4Q: 3 clusters Score -1.982584e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -19828664.000000 Penalty: 5909.151855
	Iteration 5Q: 3 clusters Score -1.982866e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -19834192.000000 Penalty: 5909.151855
	Iteration 6F: 3 clusters Score -1.983419e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111660 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -19843820.000000 Penalty: 5909.151855
	Iteration 7F: 3 clusters Score -1.984382e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -19856268.000000 Penalty: 5909.151855
	Iteration 8F: 3 clusters Score -1.985627e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -19867416.000000 Penalty: 5909.151855
	Iteration 9F: 3 clusters Score -1.986742e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -19874118.000000 Penalty: 5909.151855
	Iteration 10Q: 3 clusters Score -1.987412e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -19876766.000000 Penalty: 5909.151855
	Iteration 11Q: 3 clusters Score -1.987677e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -19877548.000000 Penalty: 5909.151855
	Iteration 12Q: 3 clusters Score -1.987755e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145395 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19877882.000000 Penalty: 5909.151855
	Iteration 13Q: 3 clusters Score -1.987788e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -19878082.000000 Penalty: 5909.151855
	Iteration 14Q: 3 clusters Score -1.987808e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146029 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -19878250.000000 Penalty: 5909.151855
	Iteration 15Q: 3 clusters Score -1.987825e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -19878320.000000 Penalty: 5909.151855
	Iteration 16Q: 3 clusters Score -1.987832e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146416 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -19878372.000000 Penalty: 5909.151855
	Iteration 17Q: 3 clusters Score -1.987837e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -19878362.000000 Penalty: 5909.151855
	Iteration 18Q: 3 clusters Score -1.987836e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19878374.000000 Penalty: 5909.151855
	Iteration 19Q: 3 clusters Score -1.987837e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -19878442.000000 Penalty: 5909.151855
	Iteration 20F: 3 clusters Score -1.987844e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19878450.000000 Penalty: 5909.151855
	Iteration 21Q: 3 clusters Score -1.987845e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -19878502.000000 Penalty: 5909.151855
	Iteration 22Q: 3 clusters Score -1.98785e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -19878482.000000 Penalty: 5909.151855
	Iteration 23Q: 3 clusters Score -1.987848e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19878538.000000 Penalty: 5909.151855
	Iteration 24Q: 3 clusters Score -1.987854e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19878572.000000 Penalty: 5909.151855
	Iteration 25Q: 3 clusters Score -1.987857e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19878588.000000 Penalty: 5909.151855
	Iteration 26Q: 3 clusters Score -1.987859e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19878620.000000 Penalty: 5909.151855
	Iteration 27Q: 3 clusters Score -1.987862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147407 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19878608.000000 Penalty: 5909.151855
	Iteration 28Q: 3 clusters Score -1.987861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19878608.000000 Penalty: 5909.151855
	Iteration 29Q: 3 clusters Score -1.987861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -19878624.000000 Penalty: 5909.151855
	Iteration 30Q: 3 clusters Score -1.987862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147527 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19878634.000000 Penalty: 5909.151855
	Iteration 31Q: 3 clusters Score -1.987863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19878642.000000 Penalty: 5909.151855
	Iteration 32Q: 3 clusters Score -1.987864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19878680.000000 Penalty: 5909.151855
	Iteration 33Q: 3 clusters Score -1.987868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19878696.000000 Penalty: 5909.151855
	Iteration 34Q: 3 clusters Score -1.98787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19878706.000000 Penalty: 5909.151855
	Iteration 35Q: 3 clusters Score -1.987871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19878732.000000 Penalty: 5909.151855
	Iteration 36Q: 3 clusters Score -1.987873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -19878730.000000 Penalty: 5909.151855
	Iteration 37Q: 3 clusters Score -1.987873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19878720.000000 Penalty: 5909.151855
	Iteration 38Q: 3 clusters Score -1.987872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19878748.000000 Penalty: 5909.151855
	Iteration 39Q: 3 clusters Score -1.987875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19878740.000000 Penalty: 5909.151855
	Iteration 40F: 3 clusters Score -1.987874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19878740.000000 Penalty: 5909.151855
	Iteration 41Q: 3 clusters Score -1.987874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19878734.000000 Penalty: 5909.151855
	Iteration 42Q: 3 clusters Score -1.987873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147773 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19878742.000000 Penalty: 5909.151855
	Iteration 43Q: 3 clusters Score -1.987874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147776 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19878726.000000 Penalty: 5909.151855
	Iteration 44Q: 3 clusters Score -1.987873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19878708.000000 Penalty: 5909.151855
	Iteration 45Q: 3 clusters Score -1.987871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19878718.000000 Penalty: 5909.151855
	Iteration 46Q: 3 clusters Score -1.987872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19878720.000000 Penalty: 5909.151855
	Iteration 47Q: 3 clusters Score -1.987872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147790 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19878704.000000 Penalty: 5909.151855
	Iteration 48Q: 3 clusters Score -1.98787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147793 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19878714.000000 Penalty: 5909.151855
	Iteration 49Q: 3 clusters Score -1.987871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -19878718.000000 Penalty: 5909.151855
	Iteration 50Q: 3 clusters Score -1.987872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19878724.000000 Penalty: 5909.151855
	Iteration 51Q: 3 clusters Score -1.987872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19878732.000000 Penalty: 5909.151855
	Iteration 52Q: 3 clusters Score -1.987873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19878732.000000 Penalty: 5909.151855
	Iteration 53F: 3 clusters Score -1.987873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -122362.468750 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -122362.5 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 521 members 
Entering Unmasked Estep 
Score: -120417.500000 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -120417.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120802.679688 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -120802.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121109.046875 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -121109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121676.960938 Penalty: 3430.690674
	Iteration 3F: 3 clusters Score -121677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -122023.953125 Penalty: 3430.690674
	Iteration 4F: 3 clusters Score -122024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122196.468750 Penalty: 3430.690674
	Iteration 5F: 3 clusters Score -122196.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -122290.726562 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -122290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -122355.992188 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -122356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -122431.546875 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -122431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -122480.609375 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -122480.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -122513.632812 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -122513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -122523.898438 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -122523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -122544.968750 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -122545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -122584.750000 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -122584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -122629.976562 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -122630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -122643.117188 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -122643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -122660.976562 Penalty: 3430.690674
	Iteration 16Q: 3 clusters Score -122661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -122676.281250 Penalty: 3430.690674
	Iteration 17Q: 3 clusters Score -122676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -122715.750000 Penalty: 3430.690674
	Iteration 18Q: 3 clusters Score -122715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -122758.750000 Penalty: 3430.690674
	Iteration 19Q: 3 clusters Score -122758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -122780.031250 Penalty: 3430.690674
	Iteration 20F: 3 clusters Score -122780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -122785.023438 Penalty: 3430.690674
	Iteration 21Q: 3 clusters Score -122785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -122789.828125 Penalty: 3430.690674
	Iteration 22Q: 3 clusters Score -122789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -122807.718750 Penalty: 3430.690674
	Iteration 23Q: 3 clusters Score -122807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -122833.632812 Penalty: 3430.690674
	Iteration 24Q: 3 clusters Score -122833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -122861.820312 Penalty: 3430.690674
	Iteration 25Q: 3 clusters Score -122861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -122895.078125 Penalty: 3430.690674
	Iteration 26Q: 3 clusters Score -122895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -122936.640625 Penalty: 3430.690674
	Iteration 27Q: 3 clusters Score -122936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -122967.671875 Penalty: 3430.690674
	Iteration 28Q: 3 clusters Score -122967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -122994.250000 Penalty: 3430.690674
	Iteration 29Q: 3 clusters Score -122994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123002.195312 Penalty: 3430.690674
	Iteration 30Q: 3 clusters Score -123002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -123005.867188 Penalty: 3430.690674
	Iteration 31F: 3 clusters Score -123005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -123012.929688 Penalty: 3430.690674
	Iteration 32Q: 3 clusters Score -123012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -123012.929688 Penalty: 3430.690674
	Iteration 33F: 3 clusters Score -123012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153840 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149285 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 260 members 
Entering Unmasked Estep 
Score: -135279168.000000 Penalty: 78997.320312
Splitting cluster 15 changes total score from -135280384.000000 to -135279168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1342173.875000 Penalty: 2286.705811
	Iteration 0F: 2 clusters Score -1342174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1334416.375000 Penalty: 4573.411621
	Iteration 0F: 3 clusters Score -1334416 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1336654.625000 Penalty: 4573.411621
	Iteration 1F: 3 clusters Score -1336655 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1336930.250000 Penalty: 4573.411621
	Iteration 2F: 3 clusters Score -1336930 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1337165.500000 Penalty: 4573.411621
	Iteration 3Q: 3 clusters Score -1337166 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1337384.250000 Penalty: 4573.411621
	Iteration 4Q: 3 clusters Score -1337384 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1337627.750000 Penalty: 4573.411621
	Iteration 5Q: 3 clusters Score -1337628 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1337896.875000 Penalty: 4573.411621
	Iteration 6Q: 3 clusters Score -1337897 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1338205.125000 Penalty: 4573.411621
	Iteration 7F: 3 clusters Score -1338205 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1338539.125000 Penalty: 4573.411621
	Iteration 8Q: 3 clusters Score -1338539 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1338912.625000 Penalty: 4573.411621
	Iteration 9Q: 3 clusters Score -1338913 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1339267.750000 Penalty: 4573.411621
	Iteration 10Q: 3 clusters Score -1339268 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1339558.125000 Penalty: 4573.411621
	Iteration 11Q: 3 clusters Score -1339558 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1339775.375000 Penalty: 4573.411621
	Iteration 12Q: 3 clusters Score -1339775 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1339908.125000 Penalty: 4573.411621
	Iteration 13Q: 3 clusters Score -1339908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1339994.250000 Penalty: 4573.411621
	Iteration 14Q: 3 clusters Score -1339994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1340048.000000 Penalty: 4573.411621
	Iteration 15Q: 3 clusters Score -1340048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1340098.750000 Penalty: 4573.411621
	Iteration 16Q: 3 clusters Score -1340099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1340134.500000 Penalty: 4573.411621
	Iteration 17Q: 3 clusters Score -1340134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1340164.875000 Penalty: 4573.411621
	Iteration 18Q: 3 clusters Score -1340165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1340202.625000 Penalty: 4573.411621
	Iteration 19Q: 3 clusters Score -1340203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1340234.875000 Penalty: 4573.411621
	Iteration 20F: 3 clusters Score -1340235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1340253.250000 Penalty: 4573.411621
	Iteration 21Q: 3 clusters Score -1340253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1340264.875000 Penalty: 4573.411621
	Iteration 22Q: 3 clusters Score -1340265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1340269.250000 Penalty: 4573.411621
	Iteration 23Q: 3 clusters Score -1340269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1340279.125000 Penalty: 4573.411621
	Iteration 24Q: 3 clusters Score -1340279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1340295.125000 Penalty: 4573.411621
	Iteration 25Q: 3 clusters Score -1340295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1340303.750000 Penalty: 4573.411621
	Iteration 26Q: 3 clusters Score -1340304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1340309.625000 Penalty: 4573.411621
	Iteration 27Q: 3 clusters Score -1340310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1340319.875000 Penalty: 4573.411621
	Iteration 28Q: 3 clusters Score -1340320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1340331.625000 Penalty: 4573.411621
	Iteration 29Q: 3 clusters Score -1340332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1340333.125000 Penalty: 4573.411621
	Iteration 30Q: 3 clusters Score -1340333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1340335.000000 Penalty: 4573.411621
	Iteration 31Q: 3 clusters Score -1340335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1340337.375000 Penalty: 4573.411621
	Iteration 32Q: 3 clusters Score -1340337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1340341.625000 Penalty: 4573.411621
	Iteration 33Q: 3 clusters Score -1340342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1340344.875000 Penalty: 4573.411621
	Iteration 34Q: 3 clusters Score -1340345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1340344.625000 Penalty: 4573.411621
	Iteration 35Q: 3 clusters Score -1340345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1340345.625000 Penalty: 4573.411621
	Iteration 36Q: 3 clusters Score -1340346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1340345.625000 Penalty: 4573.411621
	Iteration 37F: 3 clusters Score -1340346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -172100.125000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -172100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169895.609375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -169895.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170379.390625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -170379.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170757.968750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -170758 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171140.875000 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -171140.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171566.265625 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -171566.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -171901.187500 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -171901.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172101.578125 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -172101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172230.609375 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -172230.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -172353.171875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -172353.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -172395.781250 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -172395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172404.890625 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -172404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172408.187500 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -172408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172408.187500 Penalty: 3576.565918
	Iteration 12F: 3 clusters Score -172408.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153840 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149285 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 566 members 
Entering Unmasked Estep 
Score: -135279072.000000 Penalty: 78997.320312
Splitting cluster 17 changes total score from -135280384.000000 to -135279072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Entering Unmasked Estep 
Score: -2894459.000000 Penalty: 2488.309570
	Iteration 0F: 2 clusters Score -2894459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2878633.750000 Penalty: 4976.619141
	Iteration 0F: 3 clusters Score -2878634 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2884209.250000 Penalty: 4976.619141
	Iteration 1F: 3 clusters Score -2884209 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2884824.250000 Penalty: 4976.619141
	Iteration 2F: 3 clusters Score -2884824 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2885422.750000 Penalty: 4976.619141
	Iteration 3F: 3 clusters Score -2885423 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2886096.500000 Penalty: 4976.619141
	Iteration 4F: 3 clusters Score -2886096 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2886746.750000 Penalty: 4976.619141
	Iteration 5F: 3 clusters Score -2886747 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2887426.750000 Penalty: 4976.619141
	Iteration 6F: 3 clusters Score -2887427 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2888069.500000 Penalty: 4976.619141
	Iteration 7F: 3 clusters Score -2888070 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2888550.000000 Penalty: 4976.619141
	Iteration 8Q: 3 clusters Score -2888550 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2888945.750000 Penalty: 4976.619141
	Iteration 9Q: 3 clusters Score -2888946 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2889181.250000 Penalty: 4976.619141
	Iteration 10Q: 3 clusters Score -2889181 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2889367.250000 Penalty: 4976.619141
	Iteration 11Q: 3 clusters Score -2889367 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2889483.000000 Penalty: 4976.619141
	Iteration 12Q: 3 clusters Score -2889483 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2889568.750000 Penalty: 4976.619141
	Iteration 13Q: 3 clusters Score -2889569 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2889641.000000 Penalty: 4976.619141
	Iteration 14Q: 3 clusters Score -2889641 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2889679.750000 Penalty: 4976.619141
	Iteration 15Q: 3 clusters Score -2889680 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2889705.750000 Penalty: 4976.619141
	Iteration 16Q: 3 clusters Score -2889706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2889739.000000 Penalty: 4976.619141
	Iteration 17Q: 3 clusters Score -2889739 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2889759.500000 Penalty: 4976.619141
	Iteration 18Q: 3 clusters Score -2889760 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2889792.500000 Penalty: 4976.619141
	Iteration 19Q: 3 clusters Score -2889792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2889814.000000 Penalty: 4976.619141
	Iteration 20F: 3 clusters Score -2889814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2889837.250000 Penalty: 4976.619141
	Iteration 21Q: 3 clusters Score -2889837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2889841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2889850.750000 Penalty: 4976.619141
	Iteration 23Q: 3 clusters Score -2889851 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2889860.250000 Penalty: 4976.619141
	Iteration 24Q: 3 clusters Score -2889860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2889893.250000 Penalty: 4976.619141
	Iteration 25Q: 3 clusters Score -2889893 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2889905.750000 Penalty: 4976.619141
	Iteration 26Q: 3 clusters Score -2889906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2889929.500000 Penalty: 4976.619141
	Iteration 27Q: 3 clusters Score -2889930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2889950.750000 Penalty: 4976.619141
	Iteration 28Q: 3 clusters Score -2889951 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2889984 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2890019 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2890048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2890060 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2890089 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2890113.750000 Penalty: 4976.619141
	Iteration 34Q: 3 clusters Score -2890114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2890133.750000 Penalty: 4976.619141
	Iteration 35Q: 3 clusters Score -2890134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2890168 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2890193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2890221.000000 Penalty: 4976.619141
	Iteration 38Q: 3 clusters Score -2890221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2890257.500000 Penalty: 4976.619141
	Iteration 39Q: 3 clusters Score -2890258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2890273.500000 Penalty: 4976.619141
	Iteration 40F: 3 clusters Score -2890274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2890314.750000 Penalty: 4976.619141
	Iteration 41Q: 3 clusters Score -2890315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2890337.750000 Penalty: 4976.619141
	Iteration 42Q: 3 clusters Score -2890338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2890349.000000 Penalty: 4976.619141
	Iteration 43Q: 3 clusters Score -2890349 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2890369 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2890394.250000 Penalty: 4976.619141
	Iteration 45Q: 3 clusters Score -2890394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2890414.500000 Penalty: 4976.619141
	Iteration 46Q: 3 clusters Score -2890414 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2890425.500000 Penalty: 4976.619141
	Iteration 47Q: 3 clusters Score -2890426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2890450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2890460.500000 Penalty: 4976.619141
	Iteration 49Q: 3 clusters Score -2890460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2890469.750000 Penalty: 4976.619141
	Iteration 50Q: 3 clusters Score -2890470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2890494.000000 Penalty: 4976.619141
	Iteration 51Q: 3 clusters Score -2890494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2890520.500000 Penalty: 4976.619141
	Iteration 52Q: 3 clusters Score -2890520 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2890526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2890543.750000 Penalty: 4976.619141
	Iteration 54Q: 3 clusters Score -2890544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2890566.000000 Penalty: 4976.619141
	Iteration 55Q: 3 clusters Score -2890566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2890575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2890591.250000 Penalty: 4976.619141
	Iteration 57Q: 3 clusters Score -2890591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2890623.500000 Penalty: 4976.619141
	Iteration 58Q: 3 clusters Score -2890624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2890654.000000 Penalty: 4976.619141
	Iteration 59Q: 3 clusters Score -2890654 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2890684.250000 Penalty: 4976.619141
	Iteration 60F: 3 clusters Score -2890684 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2890702.000000 Penalty: 4976.619141
	Iteration 61Q: 3 clusters Score -2890702 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2890714 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2890737 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2890770 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2890813 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2890850.500000 Penalty: 4976.619141
	Iteration 66Q: 3 clusters Score -2890850 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2890894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2890920 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2890956.750000 Penalty: 4976.619141
	Iteration 69Q: 3 clusters Score -2890957 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2890991.000000 Penalty: 4976.619141
	Iteration 70Q: 3 clusters Score -2890991 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2891048.500000 Penalty: 4976.619141
	Iteration 71Q: 3 clusters Score -2891048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2891082.500000 Penalty: 4976.619141
	Iteration 72Q: 3 clusters Score -2891082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2891142.750000 Penalty: 4976.619141
	Iteration 73Q: 3 clusters Score -2891143 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2891204.250000 Penalty: 4976.619141
	Iteration 74Q: 3 clusters Score -2891204 nChanged 214
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Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2891264 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2891309.250000 Penalty: 4976.619141
	Iteration 76Q: 3 clusters Score -2891309 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2891362 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2891436.750000 Penalty: 4976.619141
	Iteration 78Q: 3 clusters Score -2891437 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2891496 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2891565.500000 Penalty: 4976.619141
	Iteration 80F: 3 clusters Score -2891566 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2891633.750000 Penalty: 4976.619141
	Iteration 81Q: 3 clusters Score -2891634 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2891688 nChanged 198
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Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2891737 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2891785.000000 Penalty: 4976.619141
	Iteration 84Q: 3 clusters Score -2891785 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2891825.000000 Penalty: 4976.619141
	Iteration 85Q: 3 clusters Score -2891825 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2891886.000000 Penalty: 4976.619141
	Iteration 86Q: 3 clusters Score -2891886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2891938.500000 Penalty: 4976.619141
	Iteration 87Q: 3 clusters Score -2891938 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2891974.750000 Penalty: 4976.619141
	Iteration 88Q: 3 clusters Score -2891975 nChanged 148
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2892014.000000 Penalty: 4976.619141
	Iteration 89Q: 3 clusters Score -2892014 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2892047.500000 Penalty: 4976.619141
	Iteration 90Q: 3 clusters Score -2892048 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2892075 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2892110.500000 Penalty: 4976.619141
	Iteration 92Q: 3 clusters Score -2892110 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2892141.000000 Penalty: 4976.619141
	Iteration 93Q: 3 clusters Score -2892141 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2892155.000000 Penalty: 4976.619141
	Iteration 94Q: 3 clusters Score -2892155 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2892168 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2892188 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2892204 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2892220.250000 Penalty: 4976.619141
	Iteration 98Q: 3 clusters Score -2892220 nChanged 68
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2892232.250000 Penalty: 4976.619141
	Iteration 99Q: 3 clusters Score -2892232 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2892240.000000 Penalty: 4976.619141
	Iteration 100F: 3 clusters Score -2892240 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2892247.000000 Penalty: 4976.619141
	Iteration 101Q: 3 clusters Score -2892247 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2892256 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2892275.000000 Penalty: 4976.619141
	Iteration 103Q: 3 clusters Score -2892275 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2892287.750000 Penalty: 4976.619141
	Iteration 104Q: 3 clusters Score -2892288 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2892305.250000 Penalty: 4976.619141
	Iteration 105Q: 3 clusters Score -2892305 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2892326.000000 Penalty: 4976.619141
	Iteration 106Q: 3 clusters Score -2892326 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2892334.750000 Penalty: 4976.619141
	Iteration 107Q: 3 clusters Score -2892335 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2892359.000000 Penalty: 4976.619141
	Iteration 108Q: 3 clusters Score -2892359 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2892375.500000 Penalty: 4976.619141
	Iteration 109Q: 3 clusters Score -2892376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2892391.000000 Penalty: 4976.619141
	Iteration 110Q: 3 clusters Score -2892391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2892396.250000 Penalty: 4976.619141
	Iteration 111Q: 3 clusters Score -2892396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2892408.250000 Penalty: 4976.619141
	Iteration 112Q: 3 clusters Score -2892408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2892413.250000 Penalty: 4976.619141
	Iteration 113Q: 3 clusters Score -2892413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2892431.000000 Penalty: 4976.619141
	Iteration 114Q: 3 clusters Score -2892431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2892428.750000 Penalty: 4976.619141
	Iteration 115Q: 3 clusters Score -2892429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2892432.250000 Penalty: 4976.619141
	Iteration 116Q: 3 clusters Score -2892432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2892444.250000 Penalty: 4976.619141
	Iteration 117Q: 3 clusters Score -2892444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2892450.500000 Penalty: 4976.619141
	Iteration 118Q: 3 clusters Score -2892450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2892454.250000 Penalty: 4976.619141
	Iteration 119Q: 3 clusters Score -2892454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2892465.000000 Penalty: 4976.619141
	Iteration 120F: 3 clusters Score -2892465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2892469.500000 Penalty: 4976.619141
	Iteration 121Q: 3 clusters Score -2892470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2892477.500000 Penalty: 4976.619141
	Iteration 122Q: 3 clusters Score -2892478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2892483.000000 Penalty: 4976.619141
	Iteration 123Q: 3 clusters Score -2892483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2892491.000000 Penalty: 4976.619141
	Iteration 124Q: 3 clusters Score -2892491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2892491.750000 Penalty: 4976.619141
	Iteration 125Q: 3 clusters Score -2892492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2892491.250000 Penalty: 4976.619141
	Iteration 126Q: 3 clusters Score -2892491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2892498.250000 Penalty: 4976.619141
	Iteration 127Q: 3 clusters Score -2892498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2892509.000000 Penalty: 4976.619141
	Iteration 128Q: 3 clusters Score -2892509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2892506.750000 Penalty: 4976.619141
	Iteration 129Q: 3 clusters Score -2892507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2892526.000000 Penalty: 4976.619141
	Iteration 130Q: 3 clusters Score -2892526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2892534.750000 Penalty: 4976.619141
	Iteration 131Q: 3 clusters Score -2892535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2892535.250000 Penalty: 4976.619141
	Iteration 132Q: 3 clusters Score -2892535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2892533.250000 Penalty: 4976.619141
	Iteration 133Q: 3 clusters Score -2892533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2892533.250000 Penalty: 4976.619141
	Iteration 134Q: 3 clusters Score -2892533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2892532.250000 Penalty: 4976.619141
	Iteration 135Q: 3 clusters Score -2892532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2892534.250000 Penalty: 4976.619141
	Iteration 136Q: 3 clusters Score -2892534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2892535.000000 Penalty: 4976.619141
	Iteration 137Q: 3 clusters Score -2892535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2892536.750000 Penalty: 4976.619141
	Iteration 138Q: 3 clusters Score -2892537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2892536.250000 Penalty: 4976.619141
	Iteration 139Q: 3 clusters Score -2892536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2892536.500000 Penalty: 4976.619141
	Iteration 140F: 3 clusters Score -2892536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2892537.250000 Penalty: 4976.619141
	Iteration 141Q: 3 clusters Score -2892537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2892543.250000 Penalty: 4976.619141
	Iteration 142Q: 3 clusters Score -2892543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2892540.500000 Penalty: 4976.619141
	Iteration 143Q: 3 clusters Score -2892540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2892539.750000 Penalty: 4976.619141
	Iteration 144Q: 3 clusters Score -2892540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2892543.500000 Penalty: 4976.619141
	Iteration 145Q: 3 clusters Score -2892544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2892544.750000 Penalty: 4976.619141
	Iteration 146Q: 3 clusters Score -2892545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2892542.250000 Penalty: 4976.619141
	Iteration 147Q: 3 clusters Score -2892542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2892543.750000 Penalty: 4976.619141
	Iteration 148Q: 3 clusters Score -2892544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2892545.250000 Penalty: 4976.619141
	Iteration 149Q: 3 clusters Score -2892545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2892546.000000 Penalty: 4976.619141
	Iteration 150Q: 3 clusters Score -2892546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2892544.750000 Penalty: 4976.619141
	Iteration 151Q: 3 clusters Score -2892545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2892546.500000 Penalty: 4976.619141
	Iteration 152Q: 3 clusters Score -2892546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2892550.750000 Penalty: 4976.619141
	Iteration 153Q: 3 clusters Score -2892551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2892554.750000 Penalty: 4976.619141
	Iteration 154Q: 3 clusters Score -2892555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2892555.500000 Penalty: 4976.619141
	Iteration 155Q: 3 clusters Score -2892556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2892557.250000 Penalty: 4976.619141
	Iteration 156Q: 3 clusters Score -2892557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2892555.250000 Penalty: 4976.619141
	Iteration 157Q: 3 clusters Score -2892555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2892558.000000 Penalty: 4976.619141
	Iteration 158Q: 3 clusters Score -2892558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2892557.750000 Penalty: 4976.619141
	Iteration 159Q: 3 clusters Score -2892558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2892557.250000 Penalty: 4976.619141
	Iteration 160F: 3 clusters Score -2892557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2892555.750000 Penalty: 4976.619141
	Iteration 161Q: 3 clusters Score -2892556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2892557.250000 Penalty: 4976.619141
	Iteration 162Q: 3 clusters Score -2892557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2892559.000000 Penalty: 4976.619141
	Iteration 163Q: 3 clusters Score -2892559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2892559.000000 Penalty: 4976.619141
	Iteration 164Q: 3 clusters Score -2892559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2892559.750000 Penalty: 4976.619141
	Iteration 165Q: 3 clusters Score -2892560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2892570.250000 Penalty: 4976.619141
	Iteration 166Q: 3 clusters Score -2892570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2892568.750000 Penalty: 4976.619141
	Iteration 167Q: 3 clusters Score -2892569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2892571.750000 Penalty: 4976.619141
	Iteration 168Q: 3 clusters Score -2892572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2892573.500000 Penalty: 4976.619141
	Iteration 169Q: 3 clusters Score -2892574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2892570.750000 Penalty: 4976.619141
	Iteration 170Q: 3 clusters Score -2892571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2892571.000000 Penalty: 4976.619141
	Iteration 171Q: 3 clusters Score -2892571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2892574.500000 Penalty: 4976.619141
	Iteration 172Q: 3 clusters Score -2892574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2892575.500000 Penalty: 4976.619141
	Iteration 173Q: 3 clusters Score -2892576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2892578.750000 Penalty: 4976.619141
	Iteration 174Q: 3 clusters Score -2892579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2892581.000000 Penalty: 4976.619141
	Iteration 175Q: 3 clusters Score -2892581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2892581.750000 Penalty: 4976.619141
	Iteration 176Q: 3 clusters Score -2892582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2892582.250000 Penalty: 4976.619141
	Iteration 177Q: 3 clusters Score -2892582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2892586.250000 Penalty: 4976.619141
	Iteration 178Q: 3 clusters Score -2892586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2892587.000000 Penalty: 4976.619141
	Iteration 179Q: 3 clusters Score -2892587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2892586.000000 Penalty: 4976.619141
	Iteration 180F: 3 clusters Score -2892586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2892586.000000 Penalty: 4976.619141
	Iteration 181Q: 3 clusters Score -2892586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2892585.750000 Penalty: 4976.619141
	Iteration 182Q: 3 clusters Score -2892586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2892586.750000 Penalty: 4976.619141
	Iteration 183Q: 3 clusters Score -2892587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2892586.750000 Penalty: 4976.619141
	Iteration 184Q: 3 clusters Score -2892587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2892590.750000 Penalty: 4976.619141
	Iteration 185Q: 3 clusters Score -2892591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2892589.750000 Penalty: 4976.619141
	Iteration 186Q: 3 clusters Score -2892590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2892597.000000 Penalty: 4976.619141
	Iteration 187Q: 3 clusters Score -2892597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2892597.750000 Penalty: 4976.619141
	Iteration 188Q: 3 clusters Score -2892598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2892600.250000 Penalty: 4976.619141
	Iteration 189Q: 3 clusters Score -2892600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2892599.000000 Penalty: 4976.619141
	Iteration 190Q: 3 clusters Score -2892599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2892608.500000 Penalty: 4976.619141
	Iteration 191Q: 3 clusters Score -2892608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2892609.000000 Penalty: 4976.619141
	Iteration 192Q: 3 clusters Score -2892609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2892609.500000 Penalty: 4976.619141
	Iteration 193Q: 3 clusters Score -2892610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2892610.750000 Penalty: 4976.619141
	Iteration 194Q: 3 clusters Score -2892611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2892612.500000 Penalty: 4976.619141
	Iteration 195Q: 3 clusters Score -2892612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2892615.500000 Penalty: 4976.619141
	Iteration 196Q: 3 clusters Score -2892616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2892615.250000 Penalty: 4976.619141
	Iteration 197Q: 3 clusters Score -2892615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2892619.250000 Penalty: 4976.619141
	Iteration 198Q: 3 clusters Score -2892619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2892617.500000 Penalty: 4976.619141
	Iteration 199Q: 3 clusters Score -2892618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2892621.750000 Penalty: 4976.619141
	Iteration 200F: 3 clusters Score -2892622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2892622.750000 Penalty: 4976.619141
	Iteration 201Q: 3 clusters Score -2892623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2892622.750000 Penalty: 4976.619141
	Iteration 202F: 3 clusters Score -2892623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Entering Unmasked Estep 
Score: -16027419.000000 Penalty: 2900.431641
	Iteration 0F: 2 clusters Score -1.602742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -15947450.000000 Penalty: 5800.863281
	Iteration 0F: 3 clusters Score -1.594745e+07 nChanged 57075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -15980339.000000 Penalty: 5800.863281
	Iteration 1F: 3 clusters Score -1.598034e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -15981493.000000 Penalty: 5800.863281
	Iteration 2Q: 3 clusters Score -1.598149e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -15983552.000000 Penalty: 5800.863281
	Iteration 3Q: 3 clusters Score -1.598355e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -15987157.000000 Penalty: 5800.863281
	Iteration 4F: 3 clusters Score -1.598716e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -15993544.000000 Penalty: 5800.863281
	Iteration 5F: 3 clusters Score -1.599354e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -16003120.000000 Penalty: 5800.863281
	Iteration 6F: 3 clusters Score -1.600312e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -16013813.000000 Penalty: 5800.863281
	Iteration 7F: 3 clusters Score -1.601381e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -16020920.000000 Penalty: 5800.863281
	Iteration 8F: 3 clusters Score -1.602092e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118649 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16023685.000000 Penalty: 5800.863281
	Iteration 9Q: 3 clusters Score -1.602368e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16024472.000000 Penalty: 5800.863281
	Iteration 10Q: 3 clusters Score -1.602447e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16024748.000000 Penalty: 5800.863281
	Iteration 11Q: 3 clusters Score -1.602475e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119691 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16024923.000000 Penalty: 5800.863281
	Iteration 12Q: 3 clusters Score -1.602492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16025006.000000 Penalty: 5800.863281
	Iteration 13Q: 3 clusters Score -1.602501e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16025041.000000 Penalty: 5800.863281
	Iteration 14Q: 3 clusters Score -1.602504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16025087.000000 Penalty: 5800.863281
	Iteration 15Q: 3 clusters Score -1.602509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16025092.000000 Penalty: 5800.863281
	Iteration 16Q: 3 clusters Score -1.602509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16025104.000000 Penalty: 5800.863281
	Iteration 17Q: 3 clusters Score -1.60251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16025103.000000 Penalty: 5800.863281
	Iteration 18Q: 3 clusters Score -1.60251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16025104.000000 Penalty: 5800.863281
	Iteration 19Q: 3 clusters Score -1.60251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16025110.000000 Penalty: 5800.863281
	Iteration 20F: 3 clusters Score -1.602511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16025122.000000 Penalty: 5800.863281
	Iteration 21Q: 3 clusters Score -1.602512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16025115.000000 Penalty: 5800.863281
	Iteration 22Q: 3 clusters Score -1.602512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16025135.000000 Penalty: 5800.863281
	Iteration 23Q: 3 clusters Score -1.602514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16025136.000000 Penalty: 5800.863281
	Iteration 24Q: 3 clusters Score -1.602514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16025138.000000 Penalty: 5800.863281
	Iteration 25Q: 3 clusters Score -1.602514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16025133.000000 Penalty: 5800.863281
	Iteration 26Q: 3 clusters Score -1.602513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16025133.000000 Penalty: 5800.863281
	Iteration 27F: 3 clusters Score -1.602513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 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 385 members 
Entering Unmasked Estep 
Score: -86562.765625 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86562.77 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86799.601562 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86799.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86880.914062 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86880.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86925.085938 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86925.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86942.742188 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86942.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86957.132812 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86957.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86970.898438 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -86970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86982.539062 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -86982.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86993.421875 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -86993.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86997.984375 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -86997.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86998.671875 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -86998.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87002.710938 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -87002.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87002.710938 Penalty: 3275.556152
	Iteration 12F: 3 clusters Score -87002.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Entering Unmasked Estep 
Score: -15898541.000000 Penalty: 2897.838867
	Iteration 0F: 2 clusters Score -1.589854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -15819369.000000 Penalty: 5795.677734
	Iteration 0F: 3 clusters Score -1.581937e+07 nChanged 56355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -15851797.000000 Penalty: 5795.677734
	Iteration 1F: 3 clusters Score -1.58518e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -15852552.000000 Penalty: 5795.677734
	Iteration 2Q: 3 clusters Score -1.585255e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -15853681.000000 Penalty: 5795.677734
	Iteration 3Q: 3 clusters Score -1.585368e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -15855052.000000 Penalty: 5795.677734
	Iteration 4Q: 3 clusters Score -1.585505e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -15857166.000000 Penalty: 5795.677734
	Iteration 5Q: 3 clusters Score -1.585717e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -15860169.000000 Penalty: 5795.677734
	Iteration 6Q: 3 clusters Score -1.586017e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -15864180.000000 Penalty: 5795.677734
	Iteration 7F: 3 clusters Score -1.586418e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -15869188.000000 Penalty: 5795.677734
	Iteration 8F: 3 clusters Score -1.586919e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -15874847.000000 Penalty: 5795.677734
	Iteration 9F: 3 clusters Score -1.587485e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -15878947.000000 Penalty: 5795.677734
	Iteration 10F: 3 clusters Score -1.587895e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -15881295.000000 Penalty: 5795.677734
	Iteration 11Q: 3 clusters Score -1.58813e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -15882472.000000 Penalty: 5795.677734
	Iteration 12Q: 3 clusters Score -1.588247e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -15883356.000000 Penalty: 5795.677734
	Iteration 13Q: 3 clusters Score -1.588336e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -15884267.000000 Penalty: 5795.677734
	Iteration 14Q: 3 clusters Score -1.588427e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -15885072.000000 Penalty: 5795.677734
	Iteration 15Q: 3 clusters Score -1.588507e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -15885818.000000 Penalty: 5795.677734
	Iteration 16Q: 3 clusters Score -1.588582e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -15886612.000000 Penalty: 5795.677734
	Iteration 17Q: 3 clusters Score -1.588661e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -15887455.000000 Penalty: 5795.677734
	Iteration 18Q: 3 clusters Score -1.588746e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -15888112.000000 Penalty: 5795.677734
	Iteration 19Q: 3 clusters Score -1.588811e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -15888745.000000 Penalty: 5795.677734
	Iteration 20F: 3 clusters Score -1.588874e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -15889517.000000 Penalty: 5795.677734
	Iteration 21Q: 3 clusters Score -1.588952e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -15890159.000000 Penalty: 5795.677734
	Iteration 22Q: 3 clusters Score -1.589016e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -15890781.000000 Penalty: 5795.677734
	Iteration 23Q: 3 clusters Score -1.589078e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -15891305.000000 Penalty: 5795.677734
	Iteration 24Q: 3 clusters Score -1.58913e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -15891836.000000 Penalty: 5795.677734
	Iteration 25Q: 3 clusters Score -1.589184e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -15892273.000000 Penalty: 5795.677734
	Iteration 26Q: 3 clusters Score -1.589227e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -15892701.000000 Penalty: 5795.677734
	Iteration 27Q: 3 clusters Score -1.58927e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -15893034.000000 Penalty: 5795.677734
	Iteration 28Q: 3 clusters Score -1.589303e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -15893412.000000 Penalty: 5795.677734
	Iteration 29Q: 3 clusters Score -1.589341e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -15893702.000000 Penalty: 5795.677734
	Iteration 30Q: 3 clusters Score -1.58937e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -15894106.000000 Penalty: 5795.677734
	Iteration 31Q: 3 clusters Score -1.589411e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -15894419.000000 Penalty: 5795.677734
	Iteration 32Q: 3 clusters Score -1.589442e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -15894711.000000 Penalty: 5795.677734
	Iteration 33Q: 3 clusters Score -1.589471e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -15894936.000000 Penalty: 5795.677734
	Iteration 34Q: 3 clusters Score -1.589494e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -15895217.000000 Penalty: 5795.677734
	Iteration 35Q: 3 clusters Score -1.589522e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -15895420.000000 Penalty: 5795.677734
	Iteration 36Q: 3 clusters Score -1.589542e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -15895583.000000 Penalty: 5795.677734
	Iteration 37Q: 3 clusters Score -1.589558e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -15895728.000000 Penalty: 5795.677734
	Iteration 38Q: 3 clusters Score -1.589573e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -15895866.000000 Penalty: 5795.677734
	Iteration 39Q: 3 clusters Score -1.589587e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113203 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -15895949.000000 Penalty: 5795.677734
	Iteration 40F: 3 clusters Score -1.589595e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113527 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -15895997.000000 Penalty: 5795.677734
	Iteration 41Q: 3 clusters Score -1.5896e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -15896060.000000 Penalty: 5795.677734
	Iteration 42Q: 3 clusters Score -1.589606e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -15896112.000000 Penalty: 5795.677734
	Iteration 43Q: 3 clusters Score -1.589611e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -15896173.000000 Penalty: 5795.677734
	Iteration 44Q: 3 clusters Score -1.589617e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -15896221.000000 Penalty: 5795.677734
	Iteration 45Q: 3 clusters Score -1.589622e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -15896290.000000 Penalty: 5795.677734
	Iteration 46Q: 3 clusters Score -1.589629e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -15896330.000000 Penalty: 5795.677734
	Iteration 47Q: 3 clusters Score -1.589633e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -15896413.000000 Penalty: 5795.677734
	Iteration 48Q: 3 clusters Score -1.589641e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -15896460.000000 Penalty: 5795.677734
	Iteration 49Q: 3 clusters Score -1.589646e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115147 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -15896502.000000 Penalty: 5795.677734
	Iteration 50Q: 3 clusters Score -1.58965e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -15896527.000000 Penalty: 5795.677734
	Iteration 51Q: 3 clusters Score -1.589653e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115346 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -15896538.000000 Penalty: 5795.677734
	Iteration 52Q: 3 clusters Score -1.589654e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115430 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -15896553.000000 Penalty: 5795.677734
	Iteration 53Q: 3 clusters Score -1.589655e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -15896533.000000 Penalty: 5795.677734
	Iteration 54Q: 3 clusters Score -1.589653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -15896584.000000 Penalty: 5795.677734
	Iteration 55Q: 3 clusters Score -1.589658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -15896576.000000 Penalty: 5795.677734
	Iteration 56Q: 3 clusters Score -1.589658e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -15896618.000000 Penalty: 5795.677734
	Iteration 57Q: 3 clusters Score -1.589662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -15896615.000000 Penalty: 5795.677734
	Iteration 58Q: 3 clusters Score -1.589662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -15896633.000000 Penalty: 5795.677734
	Iteration 59Q: 3 clusters Score -1.589663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -15896625.000000 Penalty: 5795.677734
	Iteration 60F: 3 clusters Score -1.589662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -15896663.000000 Penalty: 5795.677734
	Iteration 61Q: 3 clusters Score -1.589666e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -15896686.000000 Penalty: 5795.677734
	Iteration 62Q: 3 clusters Score -1.589669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -15896683.000000 Penalty: 5795.677734
	Iteration 63Q: 3 clusters Score -1.589668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -15896707.000000 Penalty: 5795.677734
	Iteration 64Q: 3 clusters Score -1.589671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -15896708.000000 Penalty: 5795.677734
	Iteration 65Q: 3 clusters Score -1.589671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -15896726.000000 Penalty: 5795.677734
	Iteration 66Q: 3 clusters Score -1.589673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -15896714.000000 Penalty: 5795.677734
	Iteration 67Q: 3 clusters Score -1.589671e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -15896723.000000 Penalty: 5795.677734
	Iteration 68Q: 3 clusters Score -1.589672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15896737.000000 Penalty: 5795.677734
	Iteration 69Q: 3 clusters Score -1.589674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -15896745.000000 Penalty: 5795.677734
	Iteration 70Q: 3 clusters Score -1.589674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -15896738.000000 Penalty: 5795.677734
	Iteration 71Q: 3 clusters Score -1.589674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -15896727.000000 Penalty: 5795.677734
	Iteration 72Q: 3 clusters Score -1.589673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116093 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -15896742.000000 Penalty: 5795.677734
	Iteration 73Q: 3 clusters Score -1.589674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15896733.000000 Penalty: 5795.677734
	Iteration 74Q: 3 clusters Score -1.589673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -15896740.000000 Penalty: 5795.677734
	Iteration 75Q: 3 clusters Score -1.589674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15896728.000000 Penalty: 5795.677734
	Iteration 76Q: 3 clusters Score -1.589673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -15896748.000000 Penalty: 5795.677734
	Iteration 77Q: 3 clusters Score -1.589675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -15896738.000000 Penalty: 5795.677734
	Iteration 78Q: 3 clusters Score -1.589674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -15896748.000000 Penalty: 5795.677734
	Iteration 79Q: 3 clusters Score -1.589675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -15896751.000000 Penalty: 5795.677734
	Iteration 80F: 3 clusters Score -1.589675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -15896750.000000 Penalty: 5795.677734
	Iteration 81Q: 3 clusters Score -1.589675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116175 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15896754.000000 Penalty: 5795.677734
	Iteration 82Q: 3 clusters Score -1.589675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -15896753.000000 Penalty: 5795.677734
	Iteration 83Q: 3 clusters Score -1.589675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116190 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15896753.000000 Penalty: 5795.677734
	Iteration 84Q: 3 clusters Score -1.589675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 85Q: 3 clusters Score -1.589676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -15896759.000000 Penalty: 5795.677734
	Iteration 86Q: 3 clusters Score -1.589676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15896752.000000 Penalty: 5795.677734
	Iteration 87Q: 3 clusters Score -1.589675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 88Q: 3 clusters Score -1.589676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -15896767.000000 Penalty: 5795.677734
	Iteration 89Q: 3 clusters Score -1.589677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -15896760.000000 Penalty: 5795.677734
	Iteration 90Q: 3 clusters Score -1.589676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 91Q: 3 clusters Score -1.589676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -15896765.000000 Penalty: 5795.677734
	Iteration 92Q: 3 clusters Score -1.589676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -15896767.000000 Penalty: 5795.677734
	Iteration 93Q: 3 clusters Score -1.589677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -15896775.000000 Penalty: 5795.677734
	Iteration 94Q: 3 clusters Score -1.589678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15896770.000000 Penalty: 5795.677734
	Iteration 95Q: 3 clusters Score -1.589677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 96Q: 3 clusters Score -1.589676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15896765.000000 Penalty: 5795.677734
	Iteration 97Q: 3 clusters Score -1.589676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 98Q: 3 clusters Score -1.589676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15896764.000000 Penalty: 5795.677734
	Iteration 99F: 3 clusters Score -1.589676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -250554.078125 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -250554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -247963.328125 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -247963.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248456.046875 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -248456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -248613.750000 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -248613.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -248704.531250 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -248704.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -248763.296875 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -248763.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -248814.968750 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -248815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -248882.453125 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -248882.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -248958.921875 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -248958.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249039.921875 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -249039.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -249097.359375 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -249097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -249147.812500 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -249147.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -249176.781250 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -249176.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249212.015625 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -249212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -249250.265625 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -249250.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -249296.812500 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -249296.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -249330.109375 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -249330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249357.406250 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -249357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -249385.984375 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -249386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249418.734375 Penalty: 3751.089844
	Iteration 18Q: 3 clusters Score -249418.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249443.062500 Penalty: 3751.089844
	Iteration 19Q: 3 clusters Score -249443.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249457.828125 Penalty: 3751.089844
	Iteration 20F: 3 clusters Score -249457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -249465.953125 Penalty: 3751.089844
	Iteration 21Q: 3 clusters Score -249466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -249474.234375 Penalty: 3751.089844
	Iteration 22Q: 3 clusters Score -249474.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -249487.421875 Penalty: 3751.089844
	Iteration 23Q: 3 clusters Score -249487.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -249505.687500 Penalty: 3751.089844
	Iteration 24Q: 3 clusters Score -249505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249524.437500 Penalty: 3751.089844
	Iteration 25Q: 3 clusters Score -249524.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249548.218750 Penalty: 3751.089844
	Iteration 26Q: 3 clusters Score -249548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249569.250000 Penalty: 3751.089844
	Iteration 27Q: 3 clusters Score -249569.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249586.031250 Penalty: 3751.089844
	Iteration 28Q: 3 clusters Score -249586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -249602.546875 Penalty: 3751.089844
	Iteration 29Q: 3 clusters Score -249602.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249612.140625 Penalty: 3751.089844
	Iteration 30Q: 3 clusters Score -249612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249621.609375 Penalty: 3751.089844
	Iteration 31Q: 3 clusters Score -249621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -249630.406250 Penalty: 3751.089844
	Iteration 32Q: 3 clusters Score -249630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249638.562500 Penalty: 3751.089844
	Iteration 33Q: 3 clusters Score -249638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -249644.234375 Penalty: 3751.089844
	Iteration 34Q: 3 clusters Score -249644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -249650.859375 Penalty: 3751.089844
	Iteration 35Q: 3 clusters Score -249650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249660.218750 Penalty: 3751.089844
	Iteration 36Q: 3 clusters Score -249660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -249667.156250 Penalty: 3751.089844
	Iteration 37Q: 3 clusters Score -249667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -249673.281250 Penalty: 3751.089844
	Iteration 38Q: 3 clusters Score -249673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249677.984375 Penalty: 3751.089844
	Iteration 39Q: 3 clusters Score -249678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -249679.765625 Penalty: 3751.089844
	Iteration 40F: 3 clusters Score -249679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249683.421875 Penalty: 3751.089844
	Iteration 41Q: 3 clusters Score -249683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249691.640625 Penalty: 3751.089844
	Iteration 42Q: 3 clusters Score -249691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -249695.734375 Penalty: 3751.089844
	Iteration 43Q: 3 clusters Score -249695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249698.343750 Penalty: 3751.089844
	Iteration 44Q: 3 clusters Score -249698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -249700.390625 Penalty: 3751.089844
	Iteration 45Q: 3 clusters Score -249700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249704.046875 Penalty: 3751.089844
	Iteration 46Q: 3 clusters Score -249704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -249709.515625 Penalty: 3751.089844
	Iteration 47Q: 3 clusters Score -249709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249713.640625 Penalty: 3751.089844
	Iteration 48Q: 3 clusters Score -249713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249718.875000 Penalty: 3751.089844
	Iteration 49Q: 3 clusters Score -249718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249720.218750 Penalty: 3751.089844
	Iteration 50Q: 3 clusters Score -249720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -249720.921875 Penalty: 3751.089844
	Iteration 51Q: 3 clusters Score -249720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249721.000000 Penalty: 3751.089844
	Iteration 52Q: 3 clusters Score -249721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249721.000000 Penalty: 3751.089844
	Iteration 53F: 3 clusters Score -249721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153840 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149285 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120005 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118757 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 359Q: 23 clusters Score -1.352804e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153837 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91641 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120002 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118759 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 360F: 23 clusters Score -1.352804e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153835 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182351 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149293 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10102 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 120001 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118761 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 361Q: 23 clusters Score -1.352804e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182351 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91640 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120001 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 362Q: 23 clusters Score -1.352804e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153833 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182351 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 120000 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118766 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 363Q: 23 clusters Score -1.352804e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153832 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182352 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91637 members 
Mstep: Class 14 contains 149292 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119999 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118767 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 364Q: 23 clusters Score -1.352804e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153832 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182351 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91636 members 
Mstep: Class 14 contains 149297 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119996 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118767 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 365Q: 23 clusters Score -1.352804e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153833 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182353 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91636 members 
Mstep: Class 14 contains 149294 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119995 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118768 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 366Q: 23 clusters Score -1.352804e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153833 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182355 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91635 members 
Mstep: Class 14 contains 149295 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119993 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118768 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 367Q: 23 clusters Score -1.352804e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153835 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54335 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182357 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91632 members 
Mstep: Class 14 contains 149293 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119995 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118768 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 368Q: 23 clusters Score -1.352804e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153835 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182361 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91631 members 
Mstep: Class 14 contains 149293 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119996 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118764 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 369Q: 23 clusters Score -1.352804e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54333 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182363 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91630 members 
Mstep: Class 14 contains 149294 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22776 members 
Mstep: Class 19 contains 119995 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 370Q: 23 clusters Score -1.352804e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153835 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 54332 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182364 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91629 members 
Mstep: Class 14 contains 149295 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22777 members 
Mstep: Class 19 contains 119995 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280416.000000 Penalty: 75562.656250
Iteration 371Q: 23 clusters Score -1.352804e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54333 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182364 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91628 members 
Mstep: Class 14 contains 149294 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 119996 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 75562.656250
Iteration 372Q: 23 clusters Score -1.352804e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153836 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54333 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182364 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91627 members 
Mstep: Class 14 contains 149295 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119996 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280432.000000 Penalty: 75562.656250
Iteration 373Q: 23 clusters Score -1.352804e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153839 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54333 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91626 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 374Q: 23 clusters Score -1.352804e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153841 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182366 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91623 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 375Q: 23 clusters Score -1.352803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153842 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91622 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 376Q: 23 clusters Score -1.352803e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153843 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91622 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 377Q: 23 clusters Score -1.352803e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91621 members 
Mstep: Class 14 contains 149290 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280336.000000 Penalty: 75562.656250
Iteration 378Q: 23 clusters Score -1.352803e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91620 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 379Q: 23 clusters Score -1.352804e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91620 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 75562.656250
Iteration 380F: 23 clusters Score -1.352804e+08 nChanged 0
Entering ConstructFrom: 
Score: -135280384.000000 Penalty: 75562.656250
Entering ConstructFrom: 
Trying to split cluster 1 (45654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Entering Unmasked Estep 
Score: -6150033.000000 Penalty: 2660.753906
	Iteration 0F: 2 clusters Score -6150033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -6119296.500000 Penalty: 5321.507812
	Iteration 0F: 3 clusters Score -6119296 nChanged 21050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -6130998.500000 Penalty: 5321.507812
	Iteration 1F: 3 clusters Score -6130998 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6131353.000000 Penalty: 5321.507812
	Iteration 2Q: 3 clusters Score -6131353 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -6131735.000000 Penalty: 5321.507812
	Iteration 3Q: 3 clusters Score -6131735 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -6132146.000000 Penalty: 5321.507812
	Iteration 4Q: 3 clusters Score -6132146 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6132611.500000 Penalty: 5321.507812
	Iteration 5Q: 3 clusters Score -6132612 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6133185.000000 Penalty: 5321.507812
	Iteration 6Q: 3 clusters Score -6133185 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6133916.500000 Penalty: 5321.507812
	Iteration 7Q: 3 clusters Score -6133916 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -6134984.500000 Penalty: 5321.507812
	Iteration 8Q: 3 clusters Score -6134984 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6136491.000000 Penalty: 5321.507812
	Iteration 9F: 3 clusters Score -6136491 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6138340.000000 Penalty: 5321.507812
	Iteration 10F: 3 clusters Score -6138340 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6140127.500000 Penalty: 5321.507812
	Iteration 11F: 3 clusters Score -6140128 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6141194.000000 Penalty: 5321.507812
	Iteration 12Q: 3 clusters Score -6141194 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6141740.000000 Penalty: 5321.507812
	Iteration 13Q: 3 clusters Score -6141740 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -6141998.500000 Penalty: 5321.507812
	Iteration 14Q: 3 clusters Score -6141998 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6142156.000000 Penalty: 5321.507812
	Iteration 15Q: 3 clusters Score -6142156 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6142274.000000 Penalty: 5321.507812
	Iteration 16Q: 3 clusters Score -6142274 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6142354.000000 Penalty: 5321.507812
	Iteration 17Q: 3 clusters Score -6142354 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6142432.000000 Penalty: 5321.507812
	Iteration 18Q: 3 clusters Score -6142432 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6142517.500000 Penalty: 5321.507812
	Iteration 19Q: 3 clusters Score -6142518 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6142563.000000 Penalty: 5321.507812
	Iteration 20F: 3 clusters Score -6142563 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -6142623.000000 Penalty: 5321.507812
	Iteration 21Q: 3 clusters Score -6142623 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6142682.500000 Penalty: 5321.507812
	Iteration 22Q: 3 clusters Score -6142682 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6142737.500000 Penalty: 5321.507812
	Iteration 23Q: 3 clusters Score -6142738 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6142842.000000 Penalty: 5321.507812
	Iteration 24Q: 3 clusters Score -6142842 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -6142890.500000 Penalty: 5321.507812
	Iteration 25Q: 3 clusters Score -6142890 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -6142947.500000 Penalty: 5321.507812
	Iteration 26Q: 3 clusters Score -6142948 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6142991.000000 Penalty: 5321.507812
	Iteration 27Q: 3 clusters Score -6142991 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -6143022.000000 Penalty: 5321.507812
	Iteration 28Q: 3 clusters Score -6143022 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6143065.000000 Penalty: 5321.507812
	Iteration 29Q: 3 clusters Score -6143065 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6143110.500000 Penalty: 5321.507812
	Iteration 30Q: 3 clusters Score -6143110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6143163.000000 Penalty: 5321.507812
	Iteration 31Q: 3 clusters Score -6143163 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6143203.000000 Penalty: 5321.507812
	Iteration 32Q: 3 clusters Score -6143203 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -6143256.000000 Penalty: 5321.507812
	Iteration 33Q: 3 clusters Score -6143256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6143306.000000 Penalty: 5321.507812
	Iteration 34Q: 3 clusters Score -6143306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6143339.000000 Penalty: 5321.507812
	Iteration 35Q: 3 clusters Score -6143339 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6143378.000000 Penalty: 5321.507812
	Iteration 36Q: 3 clusters Score -6143378 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -6143407.500000 Penalty: 5321.507812
	Iteration 37Q: 3 clusters Score -6143408 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -6143459.000000 Penalty: 5321.507812
	Iteration 38Q: 3 clusters Score -6143459 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -6143512.500000 Penalty: 5321.507812
	Iteration 39Q: 3 clusters Score -6143512 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6143559.500000 Penalty: 5321.507812
	Iteration 40F: 3 clusters Score -6143560 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6143593.500000 Penalty: 5321.507812
	Iteration 41Q: 3 clusters Score -6143594 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -6143638.000000 Penalty: 5321.507812
	Iteration 42Q: 3 clusters Score -6143638 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -6143635.000000 Penalty: 5321.507812
	Iteration 43Q: 3 clusters Score -6143635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6143667.500000 Penalty: 5321.507812
	Iteration 44Q: 3 clusters Score -6143668 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6143708.000000 Penalty: 5321.507812
	Iteration 45Q: 3 clusters Score -6143708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6143732.000000 Penalty: 5321.507812
	Iteration 46Q: 3 clusters Score -6143732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -6143803.000000 Penalty: 5321.507812
	Iteration 47Q: 3 clusters Score -6143803 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -6143845.500000 Penalty: 5321.507812
	Iteration 48Q: 3 clusters Score -6143846 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -6143936.000000 Penalty: 5321.507812
	Iteration 49Q: 3 clusters Score -6143936 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -6143966.000000 Penalty: 5321.507812
	Iteration 50Q: 3 clusters Score -6143966 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6143994.500000 Penalty: 5321.507812
	Iteration 51Q: 3 clusters Score -6143994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6144034.000000 Penalty: 5321.507812
	Iteration 52Q: 3 clusters Score -6144034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6144066.500000 Penalty: 5321.507812
	Iteration 53Q: 3 clusters Score -6144066 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -6144114.500000 Penalty: 5321.507812
	Iteration 54Q: 3 clusters Score -6144114 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6144165.500000 Penalty: 5321.507812
	Iteration 55Q: 3 clusters Score -6144166 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6144261.500000 Penalty: 5321.507812
	Iteration 56Q: 3 clusters Score -6144262 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6144338.500000 Penalty: 5321.507812
	Iteration 57Q: 3 clusters Score -6144338 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -6144413.000000 Penalty: 5321.507812
	Iteration 58Q: 3 clusters Score -6144413 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -6144485.500000 Penalty: 5321.507812
	Iteration 59Q: 3 clusters Score -6144486 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -6144562.500000 Penalty: 5321.507812
	Iteration 60F: 3 clusters Score -6144562 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -6144686.500000 Penalty: 5321.507812
	Iteration 61Q: 3 clusters Score -6144686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -6144790.000000 Penalty: 5321.507812
	Iteration 62Q: 3 clusters Score -6144790 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -6144887.500000 Penalty: 5321.507812
	Iteration 63Q: 3 clusters Score -6144888 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -6145000.500000 Penalty: 5321.507812
	Iteration 64Q: 3 clusters Score -6145000 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6145099.500000 Penalty: 5321.507812
	Iteration 65Q: 3 clusters Score -6145100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -6145221.500000 Penalty: 5321.507812
	Iteration 66Q: 3 clusters Score -6145222 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -6145367.000000 Penalty: 5321.507812
	Iteration 67Q: 3 clusters Score -6145367 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -6145496.000000 Penalty: 5321.507812
	Iteration 68Q: 3 clusters Score -6145496 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -6145681.500000 Penalty: 5321.507812
	Iteration 69Q: 3 clusters Score -6145682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -6145842.500000 Penalty: 5321.507812
	Iteration 70Q: 3 clusters Score -6145842 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -6145963.000000 Penalty: 5321.507812
	Iteration 71Q: 3 clusters Score -6145963 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6146099.500000 Penalty: 5321.507812
	Iteration 72Q: 3 clusters Score -6146100 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -6146241.500000 Penalty: 5321.507812
	Iteration 73Q: 3 clusters Score -6146242 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -6146372.500000 Penalty: 5321.507812
	Iteration 74Q: 3 clusters Score -6146372 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -6146494.500000 Penalty: 5321.507812
	Iteration 75Q: 3 clusters Score -6146494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6146646.500000 Penalty: 5321.507812
	Iteration 76Q: 3 clusters Score -6146646 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -6146796.500000 Penalty: 5321.507812
	Iteration 77Q: 3 clusters Score -6146796 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -6146916.500000 Penalty: 5321.507812
	Iteration 78Q: 3 clusters Score -6146916 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -6147050.500000 Penalty: 5321.507812
	Iteration 79Q: 3 clusters Score -6147050 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -6147151.500000 Penalty: 5321.507812
	Iteration 80F: 3 clusters Score -6147152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -6147235.500000 Penalty: 5321.507812
	Iteration 81Q: 3 clusters Score -6147236 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -6147334.500000 Penalty: 5321.507812
	Iteration 82Q: 3 clusters Score -6147334 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -6147404.000000 Penalty: 5321.507812
	Iteration 83Q: 3 clusters Score -6147404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -6147459.500000 Penalty: 5321.507812
	Iteration 84Q: 3 clusters Score -6147460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -6147499.500000 Penalty: 5321.507812
	Iteration 85Q: 3 clusters Score -6147500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6147549.500000 Penalty: 5321.507812
	Iteration 86Q: 3 clusters Score -6147550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6147560.000000 Penalty: 5321.507812
	Iteration 87Q: 3 clusters Score -6147560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6147596.500000 Penalty: 5321.507812
	Iteration 88Q: 3 clusters Score -6147596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6147618.500000 Penalty: 5321.507812
	Iteration 89Q: 3 clusters Score -6147618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -6147626.000000 Penalty: 5321.507812
	Iteration 90Q: 3 clusters Score -6147626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -6147645.000000 Penalty: 5321.507812
	Iteration 91Q: 3 clusters Score -6147645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -6147653.500000 Penalty: 5321.507812
	Iteration 92Q: 3 clusters Score -6147654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6147662.000000 Penalty: 5321.507812
	Iteration 93Q: 3 clusters Score -6147662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6147668.500000 Penalty: 5321.507812
	Iteration 94Q: 3 clusters Score -6147668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -6147679.500000 Penalty: 5321.507812
	Iteration 95Q: 3 clusters Score -6147680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6147680.500000 Penalty: 5321.507812
	Iteration 96Q: 3 clusters Score -6147680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -6147686.000000 Penalty: 5321.507812
	Iteration 97Q: 3 clusters Score -6147686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -6147694.000000 Penalty: 5321.507812
	Iteration 98Q: 3 clusters Score -6147694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -6147691.500000 Penalty: 5321.507812
	Iteration 99Q: 3 clusters Score -6147692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6147695.000000 Penalty: 5321.507812
	Iteration 100F: 3 clusters Score -6147695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6147696.000000 Penalty: 5321.507812
	Iteration 101Q: 3 clusters Score -6147696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6147699.500000 Penalty: 5321.507812
	Iteration 102Q: 3 clusters Score -6147700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6147698.000000 Penalty: 5321.507812
	Iteration 103Q: 3 clusters Score -6147698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -6147703.500000 Penalty: 5321.507812
	Iteration 104Q: 3 clusters Score -6147704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -6147703.000000 Penalty: 5321.507812
	Iteration 105Q: 3 clusters Score -6147703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -6147701.500000 Penalty: 5321.507812
	Iteration 106Q: 3 clusters Score -6147702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -6147701.500000 Penalty: 5321.507812
	Iteration 107F: 3 clusters Score -6147702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -612034.625000 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -612034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -607624.812500 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -607624.8 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -608624.812500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -608624.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -608841.562500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -608841.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -608985.062500 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -608985.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -609083.000000 Penalty: 4205.209473
	Iteration 4Q: 3 clusters Score -609083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -609172.375000 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -609172.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -609264.125000 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -609264.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -609388.562500 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -609388.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -609544.000000 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -609544 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -609686.000000 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -609686 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -609829.062500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -609829.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -609939.500000 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -609939.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -610050.437500 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -610050.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -610148.625000 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -610148.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -610216.625000 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -610216.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -610280.062500 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -610280.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -610334.875000 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -610334.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -610377.937500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -610377.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -610420.812500 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -610420.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -610466.000000 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -610466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -610505.437500 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -610505.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -610539.125000 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -610539.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -610560.062500 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -610560.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -610581.562500 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -610581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -610592.250000 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -610592.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -610600.750000 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -610600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -610608.812500 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -610608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -610615.750000 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -610615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -610623.250000 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -610623.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -610629.000000 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -610629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -610632.875000 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -610632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -610636.250000 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -610636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -610638.000000 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -610638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -610639.625000 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -610639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -610642.000000 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -610642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -610646.500000 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -610646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -610650.750000 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -610650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -610653.750000 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -610653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -610660.062500 Penalty: 4205.209473
	Iteration 38Q: 3 clusters Score -610660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -610666.687500 Penalty: 4205.209473
	Iteration 39Q: 3 clusters Score -610666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -610672.062500 Penalty: 4205.209473
	Iteration 40F: 3 clusters Score -610672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -610679.000000 Penalty: 4205.209473
	Iteration 41Q: 3 clusters Score -610679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -610683.500000 Penalty: 4205.209473
	Iteration 42Q: 3 clusters Score -610683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -610688.812500 Penalty: 4205.209473
	Iteration 43Q: 3 clusters Score -610688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -610692.562500 Penalty: 4205.209473
	Iteration 44Q: 3 clusters Score -610692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -610697.812500 Penalty: 4205.209473
	Iteration 45Q: 3 clusters Score -610697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -610702.250000 Penalty: 4205.209473
	Iteration 46Q: 3 clusters Score -610702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -610707.000000 Penalty: 4205.209473
	Iteration 47Q: 3 clusters Score -610707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -610712.500000 Penalty: 4205.209473
	Iteration 48Q: 3 clusters Score -610712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -610714.562500 Penalty: 4205.209473
	Iteration 49Q: 3 clusters Score -610714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -610714.750000 Penalty: 4205.209473
	Iteration 50Q: 3 clusters Score -610714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -610715.375000 Penalty: 4205.209473
	Iteration 51Q: 3 clusters Score -610715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -610716.937500 Penalty: 4205.209473
	Iteration 52Q: 3 clusters Score -610716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -610717.125000 Penalty: 4205.209473
	Iteration 53Q: 3 clusters Score -610717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -610717.312500 Penalty: 4205.209473
	Iteration 54Q: 3 clusters Score -610717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -610718.750000 Penalty: 4205.209473
	Iteration 55Q: 3 clusters Score -610718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -610718.750000 Penalty: 4205.209473
	Iteration 56F: 3 clusters Score -610718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Entering Unmasked Estep 
Score: -3056426.750000 Penalty: 2486.769775
	Iteration 0F: 2 clusters Score -3056427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3040557.500000 Penalty: 4973.539551
	Iteration 0F: 3 clusters Score -3040558 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3045944.500000 Penalty: 4973.539551
	Iteration 1F: 3 clusters Score -3045944 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3046339.000000 Penalty: 4973.539551
	Iteration 2F: 3 clusters Score -3046339 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3046630.750000 Penalty: 4973.539551
	Iteration 3Q: 3 clusters Score -3046631 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3046909.000000 Penalty: 4973.539551
	Iteration 4Q: 3 clusters Score -3046909 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3047116.250000 Penalty: 4973.539551
	Iteration 5Q: 3 clusters Score -3047116 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3047312.500000 Penalty: 4973.539551
	Iteration 6Q: 3 clusters Score -3047312 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3047508.750000 Penalty: 4973.539551
	Iteration 7Q: 3 clusters Score -3047509 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3047755.750000 Penalty: 4973.539551
	Iteration 8Q: 3 clusters Score -3047756 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3048065.750000 Penalty: 4973.539551
	Iteration 9Q: 3 clusters Score -3048066 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3048512.000000 Penalty: 4973.539551
	Iteration 10Q: 3 clusters Score -3048512 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3049088.500000 Penalty: 4973.539551
	Iteration 11Q: 3 clusters Score -3049088 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3049909.250000 Penalty: 4973.539551
	Iteration 12F: 3 clusters Score -3049909 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3050935.000000 Penalty: 4973.539551
	Iteration 13F: 3 clusters Score -3050935 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3051971.500000 Penalty: 4973.539551
	Iteration 14F: 3 clusters Score -3051972 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3052800.000000 Penalty: 4973.539551
	Iteration 15Q: 3 clusters Score -3052800 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3053403.500000 Penalty: 4973.539551
	Iteration 16Q: 3 clusters Score -3053404 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3053754.750000 Penalty: 4973.539551
	Iteration 17Q: 3 clusters Score -3053755 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3053960.750000 Penalty: 4973.539551
	Iteration 18Q: 3 clusters Score -3053961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3054075.000000 Penalty: 4973.539551
	Iteration 19Q: 3 clusters Score -3054075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3054143.250000 Penalty: 4973.539551
	Iteration 20F: 3 clusters Score -3054143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3054185.000000 Penalty: 4973.539551
	Iteration 21Q: 3 clusters Score -3054185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3054203.750000 Penalty: 4973.539551
	Iteration 22Q: 3 clusters Score -3054204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3054213.500000 Penalty: 4973.539551
	Iteration 23Q: 3 clusters Score -3054214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3054227.500000 Penalty: 4973.539551
	Iteration 24Q: 3 clusters Score -3054228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3054234.000000 Penalty: 4973.539551
	Iteration 25Q: 3 clusters Score -3054234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3054239.250000 Penalty: 4973.539551
	Iteration 26Q: 3 clusters Score -3054239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3054249.500000 Penalty: 4973.539551
	Iteration 27Q: 3 clusters Score -3054250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3054255.750000 Penalty: 4973.539551
	Iteration 28Q: 3 clusters Score -3054256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3054255.000000 Penalty: 4973.539551
	Iteration 29Q: 3 clusters Score -3054255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3054259.500000 Penalty: 4973.539551
	Iteration 30Q: 3 clusters Score -3054260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3054260.000000 Penalty: 4973.539551
	Iteration 31Q: 3 clusters Score -3054260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3054263.000000 Penalty: 4973.539551
	Iteration 32Q: 3 clusters Score -3054263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3054265.750000 Penalty: 4973.539551
	Iteration 33Q: 3 clusters Score -3054266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3054266.750000 Penalty: 4973.539551
	Iteration 34Q: 3 clusters Score -3054267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3054269.500000 Penalty: 4973.539551
	Iteration 35Q: 3 clusters Score -3054270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3054269.500000 Penalty: 4973.539551
	Iteration 36F: 3 clusters Score -3054270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Entering Unmasked Estep 
Score: -20505172.000000 Penalty: 2962.036133
	Iteration 0F: 2 clusters Score -2.050517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -20406814.000000 Penalty: 5924.072266
	Iteration 0F: 3 clusters Score -2.040681e+07 nChanged 73832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -20449726.000000 Penalty: 5924.072266
	Iteration 1F: 3 clusters Score -2.044973e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -20450460.000000 Penalty: 5924.072266
	Iteration 2Q: 3 clusters Score -2.045046e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -20451140.000000 Penalty: 5924.072266
	Iteration 3Q: 3 clusters Score -2.045114e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -20452350.000000 Penalty: 5924.072266
	Iteration 4Q: 3 clusters Score -2.045235e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -20453700.000000 Penalty: 5924.072266
	Iteration 5Q: 3 clusters Score -2.04537e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -20455668.000000 Penalty: 5924.072266
	Iteration 6Q: 3 clusters Score -2.045567e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -20458658.000000 Penalty: 5924.072266
	Iteration 7Q: 3 clusters Score -2.045866e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -20463702.000000 Penalty: 5924.072266
	Iteration 8F: 3 clusters Score -2.04637e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -20471114.000000 Penalty: 5924.072266
	Iteration 9F: 3 clusters Score -2.047111e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -20479742.000000 Penalty: 5924.072266
	Iteration 10F: 3 clusters Score -2.047974e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -20486920.000000 Penalty: 5924.072266
	Iteration 11F: 3 clusters Score -2.048692e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 130105 members 
Entering Unmasked Estep 
Score: -20491754.000000 Penalty: 5924.072266
	Iteration 12Q: 3 clusters Score -2.049175e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -20494882.000000 Penalty: 5924.072266
	Iteration 13Q: 3 clusters Score -2.049488e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 137341 members 
Entering Unmasked Estep 
Score: -20496806.000000 Penalty: 5924.072266
	Iteration 14Q: 3 clusters Score -2.049681e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -20498110.000000 Penalty: 5924.072266
	Iteration 15Q: 3 clusters Score -2.049811e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -20499218.000000 Penalty: 5924.072266
	Iteration 16Q: 3 clusters Score -2.049922e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -20499888.000000 Penalty: 5924.072266
	Iteration 17Q: 3 clusters Score -2.049989e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -20500664.000000 Penalty: 5924.072266
	Iteration 18Q: 3 clusters Score -2.050066e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -20501226.000000 Penalty: 5924.072266
	Iteration 19Q: 3 clusters Score -2.050123e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -20501786.000000 Penalty: 5924.072266
	Iteration 20F: 3 clusters Score -2.050179e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -20502186.000000 Penalty: 5924.072266
	Iteration 21Q: 3 clusters Score -2.050219e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -20502400.000000 Penalty: 5924.072266
	Iteration 22Q: 3 clusters Score -2.05024e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -20502574.000000 Penalty: 5924.072266
	Iteration 23Q: 3 clusters Score -2.050257e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 151199 members 
Entering Unmasked Estep 
Score: -20502688.000000 Penalty: 5924.072266
	Iteration 24Q: 3 clusters Score -2.050269e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -20502796.000000 Penalty: 5924.072266
	Iteration 25Q: 3 clusters Score -2.05028e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -20502826.000000 Penalty: 5924.072266
	Iteration 26Q: 3 clusters Score -2.050283e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -20502884.000000 Penalty: 5924.072266
	Iteration 27Q: 3 clusters Score -2.050288e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -20502922.000000 Penalty: 5924.072266
	Iteration 28Q: 3 clusters Score -2.050292e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -20502968.000000 Penalty: 5924.072266
	Iteration 29Q: 3 clusters Score -2.050297e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -20502964.000000 Penalty: 5924.072266
	Iteration 30Q: 3 clusters Score -2.050296e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -20502952.000000 Penalty: 5924.072266
	Iteration 31Q: 3 clusters Score -2.050295e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 152447 members 
Entering Unmasked Estep 
Score: -20502950.000000 Penalty: 5924.072266
	Iteration 32Q: 3 clusters Score -2.050295e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -20502964.000000 Penalty: 5924.072266
	Iteration 33Q: 3 clusters Score -2.050296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 152538 members 
Entering Unmasked Estep 
Score: -20502966.000000 Penalty: 5924.072266
	Iteration 34Q: 3 clusters Score -2.050297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -20502986.000000 Penalty: 5924.072266
	Iteration 35Q: 3 clusters Score -2.050299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -20503010.000000 Penalty: 5924.072266
	Iteration 36Q: 3 clusters Score -2.050301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -20503008.000000 Penalty: 5924.072266
	Iteration 37Q: 3 clusters Score -2.050301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 152648 members 
Entering Unmasked Estep 
Score: -20503010.000000 Penalty: 5924.072266
	Iteration 38Q: 3 clusters Score -2.050301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 152658 members 
Entering Unmasked Estep 
Score: -20503012.000000 Penalty: 5924.072266
	Iteration 39Q: 3 clusters Score -2.050301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -20502998.000000 Penalty: 5924.072266
	Iteration 40F: 3 clusters Score -2.0503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 152683 members 
Entering Unmasked Estep 
Score: -20503022.000000 Penalty: 5924.072266
	Iteration 41Q: 3 clusters Score -2.050302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 152691 members 
Entering Unmasked Estep 
Score: -20503016.000000 Penalty: 5924.072266
	Iteration 42Q: 3 clusters Score -2.050302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -20503006.000000 Penalty: 5924.072266
	Iteration 43Q: 3 clusters Score -2.050301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -20503008.000000 Penalty: 5924.072266
	Iteration 44Q: 3 clusters Score -2.050301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -20503016.000000 Penalty: 5924.072266
	Iteration 45Q: 3 clusters Score -2.050302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 152717 members 
Entering Unmasked Estep 
Score: -20503020.000000 Penalty: 5924.072266
	Iteration 46Q: 3 clusters Score -2.050302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -20503032.000000 Penalty: 5924.072266
	Iteration 47Q: 3 clusters Score -2.050303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -20503044.000000 Penalty: 5924.072266
	Iteration 48Q: 3 clusters Score -2.050304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 49Q: 3 clusters Score -2.050305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -20503036.000000 Penalty: 5924.072266
	Iteration 50Q: 3 clusters Score -2.050304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -20503030.000000 Penalty: 5924.072266
	Iteration 51Q: 3 clusters Score -2.050303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -20503016.000000 Penalty: 5924.072266
	Iteration 52Q: 3 clusters Score -2.050302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -20503022.000000 Penalty: 5924.072266
	Iteration 53Q: 3 clusters Score -2.050302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 152747 members 
Entering Unmasked Estep 
Score: -20503020.000000 Penalty: 5924.072266
	Iteration 54Q: 3 clusters Score -2.050302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 152747 members 
Entering Unmasked Estep 
Score: -20503020.000000 Penalty: 5924.072266
	Iteration 55Q: 3 clusters Score -2.050302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -20503016.000000 Penalty: 5924.072266
	Iteration 56Q: 3 clusters Score -2.050302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -20503014.000000 Penalty: 5924.072266
	Iteration 57Q: 3 clusters Score -2.050301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -20503022.000000 Penalty: 5924.072266
	Iteration 58Q: 3 clusters Score -2.050302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 152759 members 
Entering Unmasked Estep 
Score: -20503030.000000 Penalty: 5924.072266
	Iteration 59Q: 3 clusters Score -2.050303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -20503034.000000 Penalty: 5924.072266
	Iteration 60F: 3 clusters Score -2.050303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 152766 members 
Entering Unmasked Estep 
Score: -20503048.000000 Penalty: 5924.072266
	Iteration 61Q: 3 clusters Score -2.050305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 152773 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 62Q: 3 clusters Score -2.050305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 152773 members 
Entering Unmasked Estep 
Score: -20503052.000000 Penalty: 5924.072266
	Iteration 63Q: 3 clusters Score -2.050305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 152773 members 
Entering Unmasked Estep 
Score: -20503064.000000 Penalty: 5924.072266
	Iteration 64Q: 3 clusters Score -2.050306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -20503062.000000 Penalty: 5924.072266
	Iteration 65Q: 3 clusters Score -2.050306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 66Q: 3 clusters Score -2.050305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -20503042.000000 Penalty: 5924.072266
	Iteration 67Q: 3 clusters Score -2.050304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -20503046.000000 Penalty: 5924.072266
	Iteration 68Q: 3 clusters Score -2.050305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 69Q: 3 clusters Score -2.050305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 70Q: 3 clusters Score -2.050305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 152778 members 
Entering Unmasked Estep 
Score: -20503044.000000 Penalty: 5924.072266
	Iteration 71Q: 3 clusters Score -2.050304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -20503042.000000 Penalty: 5924.072266
	Iteration 72Q: 3 clusters Score -2.050304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -20503046.000000 Penalty: 5924.072266
	Iteration 73Q: 3 clusters Score -2.050305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -20503050.000000 Penalty: 5924.072266
	Iteration 74Q: 3 clusters Score -2.050305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -20503054.000000 Penalty: 5924.072266
	Iteration 75Q: 3 clusters Score -2.050305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -20503054.000000 Penalty: 5924.072266
	Iteration 76Q: 3 clusters Score -2.050305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -20503054.000000 Penalty: 5924.072266
	Iteration 77F: 3 clusters Score -2.050305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Entering Unmasked Estep 
Score: -6465131.500000 Penalty: 2673.263672
	Iteration 0F: 2 clusters Score -6465132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -6432749.000000 Penalty: 5346.527344
	Iteration 0F: 3 clusters Score -6432749 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6444994.500000 Penalty: 5346.527344
	Iteration 1F: 3 clusters Score -6444994 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -6445694.000000 Penalty: 5346.527344
	Iteration 2Q: 3 clusters Score -6445694 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6446643.500000 Penalty: 5346.527344
	Iteration 3Q: 3 clusters Score -6446644 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -6448116.000000 Penalty: 5346.527344
	Iteration 4F: 3 clusters Score -6448116 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -6450312.500000 Penalty: 5346.527344
	Iteration 5F: 3 clusters Score -6450312 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -6453464.500000 Penalty: 5346.527344
	Iteration 6F: 3 clusters Score -6453464 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -6457018.000000 Penalty: 5346.527344
	Iteration 7F: 3 clusters Score -6457018 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -6459647.000000 Penalty: 5346.527344
	Iteration 8F: 3 clusters Score -6459647 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -6460926.000000 Penalty: 5346.527344
	Iteration 9Q: 3 clusters Score -6460926 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -6461486.500000 Penalty: 5346.527344
	Iteration 10Q: 3 clusters Score -6461486 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6461759.000000 Penalty: 5346.527344
	Iteration 11Q: 3 clusters Score -6461759 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6461949.000000 Penalty: 5346.527344
	Iteration 12Q: 3 clusters Score -6461949 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6462098.500000 Penalty: 5346.527344
	Iteration 13Q: 3 clusters Score -6462098 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -6462207.500000 Penalty: 5346.527344
	Iteration 14Q: 3 clusters Score -6462208 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6462311.500000 Penalty: 5346.527344
	Iteration 15Q: 3 clusters Score -6462312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6462367.000000 Penalty: 5346.527344
	Iteration 16Q: 3 clusters Score -6462367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6462460.500000 Penalty: 5346.527344
	Iteration 17Q: 3 clusters Score -6462460 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -6462529.000000 Penalty: 5346.527344
	Iteration 18Q: 3 clusters Score -6462529 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -6462596.500000 Penalty: 5346.527344
	Iteration 19Q: 3 clusters Score -6462596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6462669.500000 Penalty: 5346.527344
	Iteration 20F: 3 clusters Score -6462670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6462710.000000 Penalty: 5346.527344
	Iteration 21Q: 3 clusters Score -6462710 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6462734.000000 Penalty: 5346.527344
	Iteration 22Q: 3 clusters Score -6462734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6462767.500000 Penalty: 5346.527344
	Iteration 23Q: 3 clusters Score -6462768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6462794.500000 Penalty: 5346.527344
	Iteration 24Q: 3 clusters Score -6462794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6462833.500000 Penalty: 5346.527344
	Iteration 25Q: 3 clusters Score -6462834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -6462855.500000 Penalty: 5346.527344
	Iteration 26Q: 3 clusters Score -6462856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6462872.500000 Penalty: 5346.527344
	Iteration 27Q: 3 clusters Score -6462872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6462875.500000 Penalty: 5346.527344
	Iteration 28Q: 3 clusters Score -6462876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6462900.000000 Penalty: 5346.527344
	Iteration 29Q: 3 clusters Score -6462900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -6462918.000000 Penalty: 5346.527344
	Iteration 30Q: 3 clusters Score -6462918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6462931.500000 Penalty: 5346.527344
	Iteration 31Q: 3 clusters Score -6462932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6462937.000000 Penalty: 5346.527344
	Iteration 32Q: 3 clusters Score -6462937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6462949.500000 Penalty: 5346.527344
	Iteration 33Q: 3 clusters Score -6462950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6462949.500000 Penalty: 5346.527344
	Iteration 34Q: 3 clusters Score -6462950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -6462960.000000 Penalty: 5346.527344
	Iteration 35Q: 3 clusters Score -6462960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6462977.000000 Penalty: 5346.527344
	Iteration 36Q: 3 clusters Score -6462977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -6462977.000000 Penalty: 5346.527344
	Iteration 37Q: 3 clusters Score -6462977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -6462983.500000 Penalty: 5346.527344
	Iteration 38Q: 3 clusters Score -6462984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6462990.500000 Penalty: 5346.527344
	Iteration 39Q: 3 clusters Score -6462990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6462993.000000 Penalty: 5346.527344
	Iteration 40F: 3 clusters Score -6462993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6462998.500000 Penalty: 5346.527344
	Iteration 41Q: 3 clusters Score -6462998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6463002.000000 Penalty: 5346.527344
	Iteration 42Q: 3 clusters Score -6463002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6463019.500000 Penalty: 5346.527344
	Iteration 43Q: 3 clusters Score -6463020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -6463014.500000 Penalty: 5346.527344
	Iteration 44Q: 3 clusters Score -6463014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -6463001.000000 Penalty: 5346.527344
	Iteration 45Q: 3 clusters Score -6463001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -6463000.500000 Penalty: 5346.527344
	Iteration 46Q: 3 clusters Score -6463000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -6463013.500000 Penalty: 5346.527344
	Iteration 47Q: 3 clusters Score -6463014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -6463004.000000 Penalty: 5346.527344
	Iteration 48Q: 3 clusters Score -6463004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6463011.500000 Penalty: 5346.527344
	Iteration 49Q: 3 clusters Score -6463012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -6463015.000000 Penalty: 5346.527344
	Iteration 50Q: 3 clusters Score -6463015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6463017.500000 Penalty: 5346.527344
	Iteration 51Q: 3 clusters Score -6463018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6463026.500000 Penalty: 5346.527344
	Iteration 52Q: 3 clusters Score -6463026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6463030.500000 Penalty: 5346.527344
	Iteration 53Q: 3 clusters Score -6463030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6463027.000000 Penalty: 5346.527344
	Iteration 54Q: 3 clusters Score -6463027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -6463031.000000 Penalty: 5346.527344
	Iteration 55Q: 3 clusters Score -6463031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6463030.000000 Penalty: 5346.527344
	Iteration 56Q: 3 clusters Score -6463030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6463030.000000 Penalty: 5346.527344
	Iteration 57F: 3 clusters Score -6463030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -16629.384766 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -16629.38 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 76 members 
Entering Unmasked Estep 
Score: -15630.231445 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -15630.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15650.698242 Penalty: 2491.844727
	Iteration 1Q: 3 clusters Score -15650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15657.107422 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -15657.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15657.107422 Penalty: 2491.844727
	Iteration 3F: 3 clusters Score -15657.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -157450.328125 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -157450.3 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 661 members 
Entering Unmasked Estep 
Score: -155336.078125 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -155336.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155708.343750 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -155708.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155806.171875 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -155806.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155859.359375 Penalty: 3547.136719
	Iteration 3Q: 3 clusters Score -155859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -155894.734375 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -155894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -155909.250000 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -155909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155924.859375 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -155924.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155942.281250 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -155942.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155957.296875 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -155957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155967.421875 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -155967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155971.046875 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -155971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155973.062500 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -155973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155974.531250 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -155974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -155976.718750 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -155976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155978.625000 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -155978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -155981.109375 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -155981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155986.109375 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -155986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155986.953125 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -155987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -155988.578125 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -155988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155990.531250 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -155990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -155993.187500 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -155993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155996.125000 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -155996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -156000.906250 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -156000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -156005.546875 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -156005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -156009.437500 Penalty: 3547.136719
	Iteration 24Q: 3 clusters Score -156009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156011.968750 Penalty: 3547.136719
	Iteration 25Q: 3 clusters Score -156012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -156014.406250 Penalty: 3547.136719
	Iteration 26Q: 3 clusters Score -156014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -156018.343750 Penalty: 3547.136719
	Iteration 27Q: 3 clusters Score -156018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156021.531250 Penalty: 3547.136719
	Iteration 28Q: 3 clusters Score -156021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156026.156250 Penalty: 3547.136719
	Iteration 29Q: 3 clusters Score -156026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156026.156250 Penalty: 3547.136719
	Iteration 30F: 3 clusters Score -156026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Entering Unmasked Estep 
Score: -7044111.000000 Penalty: 2703.920654
	Iteration 0F: 2 clusters Score -7044111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -7007563.500000 Penalty: 5407.841309
	Iteration 0F: 3 clusters Score -7007564 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -7021459.000000 Penalty: 5407.841309
	Iteration 1F: 3 clusters Score -7021459 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7022000.500000 Penalty: 5407.841309
	Iteration 2Q: 3 clusters Score -7022000 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7022545.000000 Penalty: 5407.841309
	Iteration 3Q: 3 clusters Score -7022545 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -7023075.000000 Penalty: 5407.841309
	Iteration 4Q: 3 clusters Score -7023075 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -7023831.000000 Penalty: 5407.841309
	Iteration 5Q: 3 clusters Score -7023831 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -7024901.000000 Penalty: 5407.841309
	Iteration 6Q: 3 clusters Score -7024901 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -7026552.500000 Penalty: 5407.841309
	Iteration 7Q: 3 clusters Score -7026552 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -7028592.000000 Penalty: 5407.841309
	Iteration 8F: 3 clusters Score -7028592 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -7030915.500000 Penalty: 5407.841309
	Iteration 9F: 3 clusters Score -7030916 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7033165.000000 Penalty: 5407.841309
	Iteration 10F: 3 clusters Score -7033165 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -7035268.000000 Penalty: 5407.841309
	Iteration 11F: 3 clusters Score -7035268 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -7036754.500000 Penalty: 5407.841309
	Iteration 12Q: 3 clusters Score -7036754 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -7037872.000000 Penalty: 5407.841309
	Iteration 13Q: 3 clusters Score -7037872 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7038609.500000 Penalty: 5407.841309
	Iteration 14Q: 3 clusters Score -7038610 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7039120.000000 Penalty: 5407.841309
	Iteration 15Q: 3 clusters Score -7039120 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7039571.500000 Penalty: 5407.841309
	Iteration 16Q: 3 clusters Score -7039572 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -7039940.500000 Penalty: 5407.841309
	Iteration 17Q: 3 clusters Score -7039940 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7040299.500000 Penalty: 5407.841309
	Iteration 18Q: 3 clusters Score -7040300 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -7040565.000000 Penalty: 5407.841309
	Iteration 19Q: 3 clusters Score -7040565 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -7040772.000000 Penalty: 5407.841309
	Iteration 20F: 3 clusters Score -7040772 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -7040962.500000 Penalty: 5407.841309
	Iteration 21Q: 3 clusters Score -7040962 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -7041146.500000 Penalty: 5407.841309
	Iteration 22Q: 3 clusters Score -7041146 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -7041335.500000 Penalty: 5407.841309
	Iteration 23Q: 3 clusters Score -7041336 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -7041416.000000 Penalty: 5407.841309
	Iteration 24Q: 3 clusters Score -7041416 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -7041561.500000 Penalty: 5407.841309
	Iteration 25Q: 3 clusters Score -7041562 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -7041696.500000 Penalty: 5407.841309
	Iteration 26Q: 3 clusters Score -7041696 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -7041772.000000 Penalty: 5407.841309
	Iteration 27Q: 3 clusters Score -7041772 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -7041822.500000 Penalty: 5407.841309
	Iteration 28Q: 3 clusters Score -7041822 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -7041865.000000 Penalty: 5407.841309
	Iteration 29Q: 3 clusters Score -7041865 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -7041935.000000 Penalty: 5407.841309
	Iteration 30Q: 3 clusters Score -7041935 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -7041978.000000 Penalty: 5407.841309
	Iteration 31Q: 3 clusters Score -7041978 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -7042001.000000 Penalty: 5407.841309
	Iteration 32Q: 3 clusters Score -7042001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -7042012.500000 Penalty: 5407.841309
	Iteration 33Q: 3 clusters Score -7042012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -7042040.500000 Penalty: 5407.841309
	Iteration 34Q: 3 clusters Score -7042040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -7042059.500000 Penalty: 5407.841309
	Iteration 35Q: 3 clusters Score -7042060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -7042083.500000 Penalty: 5407.841309
	Iteration 36Q: 3 clusters Score -7042084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7042108.000000 Penalty: 5407.841309
	Iteration 37Q: 3 clusters Score -7042108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -7042126.000000 Penalty: 5407.841309
	Iteration 38Q: 3 clusters Score -7042126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -7042162.500000 Penalty: 5407.841309
	Iteration 39Q: 3 clusters Score -7042162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7042186.500000 Penalty: 5407.841309
	Iteration 40F: 3 clusters Score -7042186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -7042181.000000 Penalty: 5407.841309
	Iteration 41Q: 3 clusters Score -7042181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -7042187.000000 Penalty: 5407.841309
	Iteration 42Q: 3 clusters Score -7042187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7042195.000000 Penalty: 5407.841309
	Iteration 43Q: 3 clusters Score -7042195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -7042185.500000 Penalty: 5407.841309
	Iteration 44Q: 3 clusters Score -7042186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -7042180.000000 Penalty: 5407.841309
	Iteration 45Q: 3 clusters Score -7042180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -7042173.500000 Penalty: 5407.841309
	Iteration 46Q: 3 clusters Score -7042174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7042186.000000 Penalty: 5407.841309
	Iteration 47Q: 3 clusters Score -7042186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -7042192.000000 Penalty: 5407.841309
	Iteration 48Q: 3 clusters Score -7042192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -7042206.000000 Penalty: 5407.841309
	Iteration 49Q: 3 clusters Score -7042206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -7042214.500000 Penalty: 5407.841309
	Iteration 50Q: 3 clusters Score -7042214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -7042216.000000 Penalty: 5407.841309
	Iteration 51Q: 3 clusters Score -7042216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -7042230.000000 Penalty: 5407.841309
	Iteration 52Q: 3 clusters Score -7042230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -7042227.500000 Penalty: 5407.841309
	Iteration 53Q: 3 clusters Score -7042228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -7042224.500000 Penalty: 5407.841309
	Iteration 54Q: 3 clusters Score -7042224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -7042227.000000 Penalty: 5407.841309
	Iteration 55Q: 3 clusters Score -7042227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -7042218.000000 Penalty: 5407.841309
	Iteration 56Q: 3 clusters Score -7042218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7042217.000000 Penalty: 5407.841309
	Iteration 57Q: 3 clusters Score -7042217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -7042222.500000 Penalty: 5407.841309
	Iteration 58Q: 3 clusters Score -7042222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -7042233.000000 Penalty: 5407.841309
	Iteration 59Q: 3 clusters Score -7042233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -7042234.000000 Penalty: 5407.841309
	Iteration 60F: 3 clusters Score -7042234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -7042241.500000 Penalty: 5407.841309
	Iteration 61Q: 3 clusters Score -7042242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -7042243.000000 Penalty: 5407.841309
	Iteration 62Q: 3 clusters Score -7042243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -7042244.000000 Penalty: 5407.841309
	Iteration 63Q: 3 clusters Score -7042244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -7042247.000000 Penalty: 5407.841309
	Iteration 64Q: 3 clusters Score -7042247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -7042243.000000 Penalty: 5407.841309
	Iteration 65Q: 3 clusters Score -7042243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -7042242.000000 Penalty: 5407.841309
	Iteration 66Q: 3 clusters Score -7042242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -7042237.000000 Penalty: 5407.841309
	Iteration 67Q: 3 clusters Score -7042237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -7042243.000000 Penalty: 5407.841309
	Iteration 68Q: 3 clusters Score -7042243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -7042256.500000 Penalty: 5407.841309
	Iteration 69Q: 3 clusters Score -7042256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -7042256.500000 Penalty: 5407.841309
	Iteration 70F: 3 clusters Score -7042256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -122626.773438 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -122626.8 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 509 members 
Entering Unmasked Estep 
Score: -120728.054688 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -120728.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -121247.203125 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -121247.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -121705.273438 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -121705.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121936.726562 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -121936.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -122077.109375 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -122077.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -122140.796875 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -122140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -122173.679688 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -122173.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -122204.914062 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -122204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -122231.796875 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -122231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -122250.640625 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -122250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -122267.937500 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -122267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -122284.671875 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -122284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -122291.828125 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -122291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -122295.406250 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -122295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -122295.406250 Penalty: 3433.142334
	Iteration 14F: 3 clusters Score -122295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -338647.406250 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -338647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -335682.906250 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -335682.9 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -336271.937500 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -336271.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -336401.625000 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -336401.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -336473.343750 Penalty: 3883.102051
	Iteration 3Q: 3 clusters Score -336473.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336519.062500 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -336519.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336553.843750 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -336553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336581.250000 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -336581.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -336595.656250 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -336595.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -336611.250000 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -336611.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -336629.156250 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -336629.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336642.187500 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -336642.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336651.375000 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -336651.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -336663.718750 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -336663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -336676.812500 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -336676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -336685.218750 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -336685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -336693.593750 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -336693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -336696.937500 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -336696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336698.343750 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -336698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336701.843750 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -336701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -336704.562500 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -336704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336705.312500 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -336705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336708.343750 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -336708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336711.781250 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -336711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -336713.843750 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -336713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -336714.468750 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -336714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -336715.906250 Penalty: 3883.102051
	Iteration 25Q: 3 clusters Score -336715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -336717.906250 Penalty: 3883.102051
	Iteration 26Q: 3 clusters Score -336717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -336719.968750 Penalty: 3883.102051
	Iteration 27Q: 3 clusters Score -336720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336721.843750 Penalty: 3883.102051
	Iteration 28Q: 3 clusters Score -336721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336723.000000 Penalty: 3883.102051
	Iteration 29Q: 3 clusters Score -336723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336724.093750 Penalty: 3883.102051
	Iteration 30Q: 3 clusters Score -336724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -336724.656250 Penalty: 3883.102051
	Iteration 31Q: 3 clusters Score -336724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -336725.031250 Penalty: 3883.102051
	Iteration 32Q: 3 clusters Score -336725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -336727.281250 Penalty: 3883.102051
	Iteration 33Q: 3 clusters Score -336727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -336729.468750 Penalty: 3883.102051
	Iteration 34Q: 3 clusters Score -336729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -336731.531250 Penalty: 3883.102051
	Iteration 35Q: 3 clusters Score -336731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336733.375000 Penalty: 3883.102051
	Iteration 36Q: 3 clusters Score -336733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336734.187500 Penalty: 3883.102051
	Iteration 37Q: 3 clusters Score -336734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336736.437500 Penalty: 3883.102051
	Iteration 38Q: 3 clusters Score -336736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336738.781250 Penalty: 3883.102051
	Iteration 39Q: 3 clusters Score -336738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336741.625000 Penalty: 3883.102051
	Iteration 40F: 3 clusters Score -336741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -336742.656250 Penalty: 3883.102051
	Iteration 41Q: 3 clusters Score -336742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -336743.656250 Penalty: 3883.102051
	Iteration 42Q: 3 clusters Score -336743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -336744.937500 Penalty: 3883.102051
	Iteration 43Q: 3 clusters Score -336744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -336747.500000 Penalty: 3883.102051
	Iteration 44Q: 3 clusters Score -336747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336747.437500 Penalty: 3883.102051
	Iteration 45Q: 3 clusters Score -336747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336747.437500 Penalty: 3883.102051
	Iteration 46F: 3 clusters Score -336747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Entering Unmasked Estep 
Score: -24218512.000000 Penalty: 3004.213867
	Iteration 0F: 2 clusters Score -2.421851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -24100356.000000 Penalty: 6008.427734
	Iteration 0F: 3 clusters Score -2.410036e+07 nChanged 87180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -24152062.000000 Penalty: 6008.427734
	Iteration 1F: 3 clusters Score -2.415206e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -24153002.000000 Penalty: 6008.427734
	Iteration 2Q: 3 clusters Score -2.4153e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -24154824.000000 Penalty: 6008.427734
	Iteration 3Q: 3 clusters Score -2.415482e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -24158370.000000 Penalty: 6008.427734
	Iteration 4Q: 3 clusters Score -2.415837e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 124533 members 
Entering Unmasked Estep 
Score: -24165500.000000 Penalty: 6008.427734
	Iteration 5F: 3 clusters Score -2.41655e+07 nChanged 15769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 140298 members 
Entering Unmasked Estep 
Score: -24177652.000000 Penalty: 6008.427734
	Iteration 6F: 3 clusters Score -2.417765e+07 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -24193894.000000 Penalty: 6008.427734
	Iteration 7F: 3 clusters Score -2.419389e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 172838 members 
Entering Unmasked Estep 
Score: -24207640.000000 Penalty: 6008.427734
	Iteration 8F: 3 clusters Score -2.420764e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 179760 members 
Entering Unmasked Estep 
Score: -24213496.000000 Penalty: 6008.427734
	Iteration 9Q: 3 clusters Score -2.42135e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 181713 members 
Entering Unmasked Estep 
Score: -24215102.000000 Penalty: 6008.427734
	Iteration 10Q: 3 clusters Score -2.42151e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 182093 members 
Entering Unmasked Estep 
Score: -24215506.000000 Penalty: 6008.427734
	Iteration 11Q: 3 clusters Score -2.421551e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182157 members 
Entering Unmasked Estep 
Score: -24215636.000000 Penalty: 6008.427734
	Iteration 12Q: 3 clusters Score -2.421564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182176 members 
Entering Unmasked Estep 
Score: -24215694.000000 Penalty: 6008.427734
	Iteration 13Q: 3 clusters Score -2.421569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 182187 members 
Entering Unmasked Estep 
Score: -24215724.000000 Penalty: 6008.427734
	Iteration 14Q: 3 clusters Score -2.421572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 182197 members 
Entering Unmasked Estep 
Score: -24215748.000000 Penalty: 6008.427734
	Iteration 15Q: 3 clusters Score -2.421575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182198 members 
Entering Unmasked Estep 
Score: -24215748.000000 Penalty: 6008.427734
	Iteration 16Q: 3 clusters Score -2.421575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182200 members 
Entering Unmasked Estep 
Score: -24215758.000000 Penalty: 6008.427734
	Iteration 17Q: 3 clusters Score -2.421576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -24215762.000000 Penalty: 6008.427734
	Iteration 18Q: 3 clusters Score -2.421576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -24215762.000000 Penalty: 6008.427734
	Iteration 19F: 3 clusters Score -2.421576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -37709.101562 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -37709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36365.250000 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -36365.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36564.257812 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -36564.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36666.023438 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -36666.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36710.167969 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -36710.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36748.187500 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -36748.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36761.824219 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -36761.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36788.660156 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -36788.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36832.273438 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -36832.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36904.355469 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -36904.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36992.601562 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -36992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37162.871094 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -37162.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37201.781250 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -37201.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37227.664062 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -37227.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37243.617188 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -37243.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37254.890625 Penalty: 2882.325928
	Iteration 14Q: 3 clusters Score -37254.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37276.757812 Penalty: 2882.325928
	Iteration 15Q: 3 clusters Score -37276.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37299.289062 Penalty: 2882.325928
	Iteration 16Q: 3 clusters Score -37299.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37319.429688 Penalty: 2882.325928
	Iteration 17Q: 3 clusters Score -37319.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37325.179688 Penalty: 2882.325928
	Iteration 18Q: 3 clusters Score -37325.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37325.179688 Penalty: 2882.325928
	Iteration 19F: 3 clusters Score -37325.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Entering Unmasked Estep 
Score: -12283536.000000 Penalty: 2833.500244
	Iteration 0F: 2 clusters Score -1.228354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -12222329.000000 Penalty: 5667.000488
	Iteration 0F: 3 clusters Score -1.222233e+07 nChanged 43244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -12246923.000000 Penalty: 5667.000488
	Iteration 1F: 3 clusters Score -1.224692e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -12247760.000000 Penalty: 5667.000488
	Iteration 2Q: 3 clusters Score -1.224776e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -12248781.000000 Penalty: 5667.000488
	Iteration 3Q: 3 clusters Score -1.224878e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -12250225.000000 Penalty: 5667.000488
	Iteration 4Q: 3 clusters Score -1.225022e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -12252186.000000 Penalty: 5667.000488
	Iteration 5Q: 3 clusters Score -1.225219e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -12254610.000000 Penalty: 5667.000488
	Iteration 6Q: 3 clusters Score -1.225461e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -12257742.000000 Penalty: 5667.000488
	Iteration 7F: 3 clusters Score -1.225774e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -12261763.000000 Penalty: 5667.000488
	Iteration 8F: 3 clusters Score -1.226176e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -12265414.000000 Penalty: 5667.000488
	Iteration 9F: 3 clusters Score -1.226541e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -12267699.000000 Penalty: 5667.000488
	Iteration 10F: 3 clusters Score -1.22677e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -12268642.000000 Penalty: 5667.000488
	Iteration 11Q: 3 clusters Score -1.226864e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -12269004.000000 Penalty: 5667.000488
	Iteration 12Q: 3 clusters Score -1.2269e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -12269200.000000 Penalty: 5667.000488
	Iteration 13Q: 3 clusters Score -1.22692e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -12269386.000000 Penalty: 5667.000488
	Iteration 14Q: 3 clusters Score -1.226939e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -12269539.000000 Penalty: 5667.000488
	Iteration 15Q: 3 clusters Score -1.226954e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -12269707.000000 Penalty: 5667.000488
	Iteration 16Q: 3 clusters Score -1.226971e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -12269820.000000 Penalty: 5667.000488
	Iteration 17Q: 3 clusters Score -1.226982e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -12270011.000000 Penalty: 5667.000488
	Iteration 18Q: 3 clusters Score -1.227001e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -12270141.000000 Penalty: 5667.000488
	Iteration 19Q: 3 clusters Score -1.227014e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -12270277.000000 Penalty: 5667.000488
	Iteration 20F: 3 clusters Score -1.227028e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -12270476.000000 Penalty: 5667.000488
	Iteration 21Q: 3 clusters Score -1.227048e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -12270673.000000 Penalty: 5667.000488
	Iteration 22Q: 3 clusters Score -1.227067e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -12270829.000000 Penalty: 5667.000488
	Iteration 23Q: 3 clusters Score -1.227083e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -12271005.000000 Penalty: 5667.000488
	Iteration 24Q: 3 clusters Score -1.2271e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -12271207.000000 Penalty: 5667.000488
	Iteration 25Q: 3 clusters Score -1.227121e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -12271377.000000 Penalty: 5667.000488
	Iteration 26Q: 3 clusters Score -1.227138e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -12271445.000000 Penalty: 5667.000488
	Iteration 27Q: 3 clusters Score -1.227144e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -12271562.000000 Penalty: 5667.000488
	Iteration 28Q: 3 clusters Score -1.227156e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -12271655.000000 Penalty: 5667.000488
	Iteration 29Q: 3 clusters Score -1.227166e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -12271767.000000 Penalty: 5667.000488
	Iteration 30Q: 3 clusters Score -1.227177e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -12271841.000000 Penalty: 5667.000488
	Iteration 31Q: 3 clusters Score -1.227184e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -12271909.000000 Penalty: 5667.000488
	Iteration 32Q: 3 clusters Score -1.227191e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -12272013.000000 Penalty: 5667.000488
	Iteration 33Q: 3 clusters Score -1.227201e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -12272039.000000 Penalty: 5667.000488
	Iteration 34Q: 3 clusters Score -1.227204e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -12272103.000000 Penalty: 5667.000488
	Iteration 35Q: 3 clusters Score -1.22721e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -12272129.000000 Penalty: 5667.000488
	Iteration 36Q: 3 clusters Score -1.227213e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -12272153.000000 Penalty: 5667.000488
	Iteration 37Q: 3 clusters Score -1.227215e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -12272197.000000 Penalty: 5667.000488
	Iteration 38Q: 3 clusters Score -1.22722e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -12272222.000000 Penalty: 5667.000488
	Iteration 39Q: 3 clusters Score -1.227222e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -12272286.000000 Penalty: 5667.000488
	Iteration 40F: 3 clusters Score -1.227229e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -12272310.000000 Penalty: 5667.000488
	Iteration 41Q: 3 clusters Score -1.227231e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -12272346.000000 Penalty: 5667.000488
	Iteration 42Q: 3 clusters Score -1.227235e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -12272367.000000 Penalty: 5667.000488
	Iteration 43Q: 3 clusters Score -1.227237e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -12272419.000000 Penalty: 5667.000488
	Iteration 44Q: 3 clusters Score -1.227242e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -12272390.000000 Penalty: 5667.000488
	Iteration 45Q: 3 clusters Score -1.227239e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -12272407.000000 Penalty: 5667.000488
	Iteration 46Q: 3 clusters Score -1.227241e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -12272428.000000 Penalty: 5667.000488
	Iteration 47Q: 3 clusters Score -1.227243e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -12272422.000000 Penalty: 5667.000488
	Iteration 48Q: 3 clusters Score -1.227242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -12272445.000000 Penalty: 5667.000488
	Iteration 49Q: 3 clusters Score -1.227244e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -12272460.000000 Penalty: 5667.000488
	Iteration 50Q: 3 clusters Score -1.227246e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -12272495.000000 Penalty: 5667.000488
	Iteration 51Q: 3 clusters Score -1.22725e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -12272505.000000 Penalty: 5667.000488
	Iteration 52Q: 3 clusters Score -1.22725e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -12272518.000000 Penalty: 5667.000488
	Iteration 53Q: 3 clusters Score -1.227252e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -12272498.000000 Penalty: 5667.000488
	Iteration 54Q: 3 clusters Score -1.22725e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -12272511.000000 Penalty: 5667.000488
	Iteration 55Q: 3 clusters Score -1.227251e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -12272543.000000 Penalty: 5667.000488
	Iteration 56Q: 3 clusters Score -1.227254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -12272510.000000 Penalty: 5667.000488
	Iteration 57Q: 3 clusters Score -1.227251e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -12272511.000000 Penalty: 5667.000488
	Iteration 58Q: 3 clusters Score -1.227251e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -12272517.000000 Penalty: 5667.000488
	Iteration 59Q: 3 clusters Score -1.227252e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -12272507.000000 Penalty: 5667.000488
	Iteration 60F: 3 clusters Score -1.227251e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -12272506.000000 Penalty: 5667.000488
	Iteration 61Q: 3 clusters Score -1.227251e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -12272536.000000 Penalty: 5667.000488
	Iteration 62Q: 3 clusters Score -1.227254e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -12272582.000000 Penalty: 5667.000488
	Iteration 63Q: 3 clusters Score -1.227258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -12272587.000000 Penalty: 5667.000488
	Iteration 64Q: 3 clusters Score -1.227259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -12272589.000000 Penalty: 5667.000488
	Iteration 65Q: 3 clusters Score -1.227259e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -12272600.000000 Penalty: 5667.000488
	Iteration 66Q: 3 clusters Score -1.22726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -12272594.000000 Penalty: 5667.000488
	Iteration 67Q: 3 clusters Score -1.227259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -12272602.000000 Penalty: 5667.000488
	Iteration 68Q: 3 clusters Score -1.22726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -12272626.000000 Penalty: 5667.000488
	Iteration 69Q: 3 clusters Score -1.227263e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -12272622.000000 Penalty: 5667.000488
	Iteration 70Q: 3 clusters Score -1.227262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -12272619.000000 Penalty: 5667.000488
	Iteration 71Q: 3 clusters Score -1.227262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -12272614.000000 Penalty: 5667.000488
	Iteration 72Q: 3 clusters Score -1.227261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -12272610.000000 Penalty: 5667.000488
	Iteration 73Q: 3 clusters Score -1.227261e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -12272610.000000 Penalty: 5667.000488
	Iteration 74Q: 3 clusters Score -1.227261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -12272605.000000 Penalty: 5667.000488
	Iteration 75Q: 3 clusters Score -1.22726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -12272613.000000 Penalty: 5667.000488
	Iteration 76Q: 3 clusters Score -1.227261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -12272602.000000 Penalty: 5667.000488
	Iteration 77Q: 3 clusters Score -1.22726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -12272590.000000 Penalty: 5667.000488
	Iteration 78Q: 3 clusters Score -1.227259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -12272585.000000 Penalty: 5667.000488
	Iteration 79Q: 3 clusters Score -1.227258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -12272582.000000 Penalty: 5667.000488
	Iteration 80F: 3 clusters Score -1.227258e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -12272590.000000 Penalty: 5667.000488
	Iteration 81Q: 3 clusters Score -1.227259e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -12272605.000000 Penalty: 5667.000488
	Iteration 82Q: 3 clusters Score -1.22726e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -12272628.000000 Penalty: 5667.000488
	Iteration 83Q: 3 clusters Score -1.227263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -12272606.000000 Penalty: 5667.000488
	Iteration 84Q: 3 clusters Score -1.227261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -12272596.000000 Penalty: 5667.000488
	Iteration 85Q: 3 clusters Score -1.22726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -12272599.000000 Penalty: 5667.000488
	Iteration 86Q: 3 clusters Score -1.22726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -12272595.000000 Penalty: 5667.000488
	Iteration 87Q: 3 clusters Score -1.22726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -12272573.000000 Penalty: 5667.000488
	Iteration 88Q: 3 clusters Score -1.227257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -12272568.000000 Penalty: 5667.000488
	Iteration 89Q: 3 clusters Score -1.227257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -12272580.000000 Penalty: 5667.000488
	Iteration 90Q: 3 clusters Score -1.227258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -12272576.000000 Penalty: 5667.000488
	Iteration 91Q: 3 clusters Score -1.227258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -12272588.000000 Penalty: 5667.000488
	Iteration 92Q: 3 clusters Score -1.227259e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -12272580.000000 Penalty: 5667.000488
	Iteration 93Q: 3 clusters Score -1.227258e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -12272567.000000 Penalty: 5667.000488
	Iteration 94Q: 3 clusters Score -1.227257e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -12272557.000000 Penalty: 5667.000488
	Iteration 95Q: 3 clusters Score -1.227256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -12272559.000000 Penalty: 5667.000488
	Iteration 96Q: 3 clusters Score -1.227256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -12272549.000000 Penalty: 5667.000488
	Iteration 97Q: 3 clusters Score -1.227255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -12272566.000000 Penalty: 5667.000488
	Iteration 98Q: 3 clusters Score -1.227257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -12272588.000000 Penalty: 5667.000488
	Iteration 99Q: 3 clusters Score -1.227259e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -12272597.000000 Penalty: 5667.000488
	Iteration 100F: 3 clusters Score -1.22726e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -12272629.000000 Penalty: 5667.000488
	Iteration 101Q: 3 clusters Score -1.227263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -12272623.000000 Penalty: 5667.000488
	Iteration 102Q: 3 clusters Score -1.227262e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -12272651.000000 Penalty: 5667.000488
	Iteration 103Q: 3 clusters Score -1.227265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -12272656.000000 Penalty: 5667.000488
	Iteration 104Q: 3 clusters Score -1.227266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -12272677.000000 Penalty: 5667.000488
	Iteration 105Q: 3 clusters Score -1.227268e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -12272675.000000 Penalty: 5667.000488
	Iteration 106Q: 3 clusters Score -1.227268e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -12272701.000000 Penalty: 5667.000488
	Iteration 107Q: 3 clusters Score -1.22727e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -12272700.000000 Penalty: 5667.000488
	Iteration 108Q: 3 clusters Score -1.22727e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -12272695.000000 Penalty: 5667.000488
	Iteration 109Q: 3 clusters Score -1.22727e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -12272679.000000 Penalty: 5667.000488
	Iteration 110Q: 3 clusters Score -1.227268e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -12272683.000000 Penalty: 5667.000488
	Iteration 111Q: 3 clusters Score -1.227268e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -12272683.000000 Penalty: 5667.000488
	Iteration 112Q: 3 clusters Score -1.227268e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -12272678.000000 Penalty: 5667.000488
	Iteration 113Q: 3 clusters Score -1.227268e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -12272693.000000 Penalty: 5667.000488
	Iteration 114Q: 3 clusters Score -1.227269e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -12272666.000000 Penalty: 5667.000488
	Iteration 115Q: 3 clusters Score -1.227267e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -12272688.000000 Penalty: 5667.000488
	Iteration 116Q: 3 clusters Score -1.227269e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -12272677.000000 Penalty: 5667.000488
	Iteration 117Q: 3 clusters Score -1.227268e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -12272713.000000 Penalty: 5667.000488
	Iteration 118Q: 3 clusters Score -1.227271e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -12272704.000000 Penalty: 5667.000488
	Iteration 119Q: 3 clusters Score -1.22727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -12272669.000000 Penalty: 5667.000488
	Iteration 120F: 3 clusters Score -1.227267e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -12272685.000000 Penalty: 5667.000488
	Iteration 121Q: 3 clusters Score -1.227268e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12272699.000000 Penalty: 5667.000488
	Iteration 122Q: 3 clusters Score -1.22727e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -12272696.000000 Penalty: 5667.000488
	Iteration 123Q: 3 clusters Score -1.22727e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -12272672.000000 Penalty: 5667.000488
	Iteration 124Q: 3 clusters Score -1.227267e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -12272679.000000 Penalty: 5667.000488
	Iteration 125Q: 3 clusters Score -1.227268e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -12272696.000000 Penalty: 5667.000488
	Iteration 126Q: 3 clusters Score -1.22727e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -12272699.000000 Penalty: 5667.000488
	Iteration 127Q: 3 clusters Score -1.22727e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -12272715.000000 Penalty: 5667.000488
	Iteration 128Q: 3 clusters Score -1.227272e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -12272713.000000 Penalty: 5667.000488
	Iteration 129Q: 3 clusters Score -1.227271e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -12272693.000000 Penalty: 5667.000488
	Iteration 130Q: 3 clusters Score -1.227269e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -12272733.000000 Penalty: 5667.000488
	Iteration 131Q: 3 clusters Score -1.227273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -12272755.000000 Penalty: 5667.000488
	Iteration 132Q: 3 clusters Score -1.227276e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -12272738.000000 Penalty: 5667.000488
	Iteration 133Q: 3 clusters Score -1.227274e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -12272748.000000 Penalty: 5667.000488
	Iteration 134Q: 3 clusters Score -1.227275e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -12272746.000000 Penalty: 5667.000488
	Iteration 135Q: 3 clusters Score -1.227275e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -12272797.000000 Penalty: 5667.000488
	Iteration 136Q: 3 clusters Score -1.22728e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -12272803.000000 Penalty: 5667.000488
	Iteration 137Q: 3 clusters Score -1.22728e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -12272798.000000 Penalty: 5667.000488
	Iteration 138Q: 3 clusters Score -1.22728e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -12272802.000000 Penalty: 5667.000488
	Iteration 139Q: 3 clusters Score -1.22728e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -12272861.000000 Penalty: 5667.000488
	Iteration 140F: 3 clusters Score -1.227286e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -12272887.000000 Penalty: 5667.000488
	Iteration 141Q: 3 clusters Score -1.227289e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -12272915.000000 Penalty: 5667.000488
	Iteration 142Q: 3 clusters Score -1.227292e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -12272940.000000 Penalty: 5667.000488
	Iteration 143Q: 3 clusters Score -1.227294e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -12272940.000000 Penalty: 5667.000488
	Iteration 144Q: 3 clusters Score -1.227294e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -12273001.000000 Penalty: 5667.000488
	Iteration 145Q: 3 clusters Score -1.2273e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -12273019.000000 Penalty: 5667.000488
	Iteration 146Q: 3 clusters Score -1.227302e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -12273103.000000 Penalty: 5667.000488
	Iteration 147Q: 3 clusters Score -1.22731e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -12273174.000000 Penalty: 5667.000488
	Iteration 148Q: 3 clusters Score -1.227317e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -12273217.000000 Penalty: 5667.000488
	Iteration 149Q: 3 clusters Score -1.227322e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -12273290.000000 Penalty: 5667.000488
	Iteration 150Q: 3 clusters Score -1.227329e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -12273339.000000 Penalty: 5667.000488
	Iteration 151Q: 3 clusters Score -1.227334e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -12273457.000000 Penalty: 5667.000488
	Iteration 152Q: 3 clusters Score -1.227346e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -12273533.000000 Penalty: 5667.000488
	Iteration 153Q: 3 clusters Score -1.227353e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -12273615.000000 Penalty: 5667.000488
	Iteration 154Q: 3 clusters Score -1.227362e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -12273700.000000 Penalty: 5667.000488
	Iteration 155Q: 3 clusters Score -1.22737e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -12273828.000000 Penalty: 5667.000488
	Iteration 156Q: 3 clusters Score -1.227383e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -12273961.000000 Penalty: 5667.000488
	Iteration 157Q: 3 clusters Score -1.227396e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -12274156.000000 Penalty: 5667.000488
	Iteration 158Q: 3 clusters Score -1.227416e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -12274249.000000 Penalty: 5667.000488
	Iteration 159Q: 3 clusters Score -1.227425e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -12274413.000000 Penalty: 5667.000488
	Iteration 160F: 3 clusters Score -1.227441e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -12274675.000000 Penalty: 5667.000488
	Iteration 161Q: 3 clusters Score -1.227468e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -12274886.000000 Penalty: 5667.000488
	Iteration 162Q: 3 clusters Score -1.227489e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -12275138.000000 Penalty: 5667.000488
	Iteration 163Q: 3 clusters Score -1.227514e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -12275440.000000 Penalty: 5667.000488
	Iteration 164Q: 3 clusters Score -1.227544e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -12275741.000000 Penalty: 5667.000488
	Iteration 165Q: 3 clusters Score -1.227574e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -12275996.000000 Penalty: 5667.000488
	Iteration 166Q: 3 clusters Score -1.2276e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -12276305.000000 Penalty: 5667.000488
	Iteration 167Q: 3 clusters Score -1.22763e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -12276665.000000 Penalty: 5667.000488
	Iteration 168Q: 3 clusters Score -1.227666e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -12277048.000000 Penalty: 5667.000488
	Iteration 169Q: 3 clusters Score -1.227705e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -12277388.000000 Penalty: 5667.000488
	Iteration 170Q: 3 clusters Score -1.227739e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -12277786.000000 Penalty: 5667.000488
	Iteration 171Q: 3 clusters Score -1.227779e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -12278163.000000 Penalty: 5667.000488
	Iteration 172Q: 3 clusters Score -1.227816e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -12278548.000000 Penalty: 5667.000488
	Iteration 173Q: 3 clusters Score -1.227855e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -12278833.000000 Penalty: 5667.000488
	Iteration 174Q: 3 clusters Score -1.227883e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -12279164.000000 Penalty: 5667.000488
	Iteration 175Q: 3 clusters Score -1.227916e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -12279506.000000 Penalty: 5667.000488
	Iteration 176Q: 3 clusters Score -1.227951e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -12279752.000000 Penalty: 5667.000488
	Iteration 177Q: 3 clusters Score -1.227975e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -12279927.000000 Penalty: 5667.000488
	Iteration 178Q: 3 clusters Score -1.227993e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -12280197.000000 Penalty: 5667.000488
	Iteration 179Q: 3 clusters Score -1.22802e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -12280350.000000 Penalty: 5667.000488
	Iteration 180F: 3 clusters Score -1.228035e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -12280500.000000 Penalty: 5667.000488
	Iteration 181Q: 3 clusters Score -1.22805e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12280613.000000 Penalty: 5667.000488
	Iteration 182Q: 3 clusters Score -1.228061e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12280712.000000 Penalty: 5667.000488
	Iteration 183Q: 3 clusters Score -1.228071e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12280789.000000 Penalty: 5667.000488
	Iteration 184Q: 3 clusters Score -1.228079e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12280813.000000 Penalty: 5667.000488
	Iteration 185Q: 3 clusters Score -1.228081e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -12280875.000000 Penalty: 5667.000488
	Iteration 186Q: 3 clusters Score -1.228088e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12280902.000000 Penalty: 5667.000488
	Iteration 187Q: 3 clusters Score -1.22809e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -12280944.000000 Penalty: 5667.000488
	Iteration 188Q: 3 clusters Score -1.228094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12280947.000000 Penalty: 5667.000488
	Iteration 189Q: 3 clusters Score -1.228095e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12280975.000000 Penalty: 5667.000488
	Iteration 190Q: 3 clusters Score -1.228098e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12281021.000000 Penalty: 5667.000488
	Iteration 191Q: 3 clusters Score -1.228102e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12281039.000000 Penalty: 5667.000488
	Iteration 192Q: 3 clusters Score -1.228104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12281040.000000 Penalty: 5667.000488
	Iteration 193Q: 3 clusters Score -1.228104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12281076.000000 Penalty: 5667.000488
	Iteration 194Q: 3 clusters Score -1.228108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12281090.000000 Penalty: 5667.000488
	Iteration 195Q: 3 clusters Score -1.228109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12281117.000000 Penalty: 5667.000488
	Iteration 196Q: 3 clusters Score -1.228112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12281125.000000 Penalty: 5667.000488
	Iteration 197Q: 3 clusters Score -1.228112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12281121.000000 Penalty: 5667.000488
	Iteration 198Q: 3 clusters Score -1.228112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12281117.000000 Penalty: 5667.000488
	Iteration 199Q: 3 clusters Score -1.228112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12281127.000000 Penalty: 5667.000488
	Iteration 200F: 3 clusters Score -1.228113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12281149.000000 Penalty: 5667.000488
	Iteration 201Q: 3 clusters Score -1.228115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12281143.000000 Penalty: 5667.000488
	Iteration 202Q: 3 clusters Score -1.228114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12281154.000000 Penalty: 5667.000488
	Iteration 203Q: 3 clusters Score -1.228115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12281162.000000 Penalty: 5667.000488
	Iteration 204Q: 3 clusters Score -1.228116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12281180.000000 Penalty: 5667.000488
	Iteration 205Q: 3 clusters Score -1.228118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12281193.000000 Penalty: 5667.000488
	Iteration 206Q: 3 clusters Score -1.228119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12281196.000000 Penalty: 5667.000488
	Iteration 207Q: 3 clusters Score -1.22812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12281201.000000 Penalty: 5667.000488
	Iteration 208Q: 3 clusters Score -1.22812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12281189.000000 Penalty: 5667.000488
	Iteration 209Q: 3 clusters Score -1.228119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12281201.000000 Penalty: 5667.000488
	Iteration 210Q: 3 clusters Score -1.22812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12281193.000000 Penalty: 5667.000488
	Iteration 211Q: 3 clusters Score -1.228119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12281203.000000 Penalty: 5667.000488
	Iteration 212Q: 3 clusters Score -1.22812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12281203.000000 Penalty: 5667.000488
	Iteration 213F: 3 clusters Score -1.22812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (149291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Entering Unmasked Estep 
Score: -19881786.000000 Penalty: 2954.585693
	Iteration 0F: 2 clusters Score -1.988179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -19782762.000000 Penalty: 5909.171387
	Iteration 0F: 3 clusters Score -1.978276e+07 nChanged 71121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -19824250.000000 Penalty: 5909.171387
	Iteration 1F: 3 clusters Score -1.982425e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -19825540.000000 Penalty: 5909.171387
	Iteration 2Q: 3 clusters Score -1.982554e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -19827426.000000 Penalty: 5909.171387
	Iteration 3Q: 3 clusters Score -1.982743e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -19830556.000000 Penalty: 5909.171387
	Iteration 4Q: 3 clusters Score -1.983056e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -19836294.000000 Penalty: 5909.171387
	Iteration 5F: 3 clusters Score -1.983629e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -19845550.000000 Penalty: 5909.171387
	Iteration 6F: 3 clusters Score -1.984555e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -19857052.000000 Penalty: 5909.171387
	Iteration 7F: 3 clusters Score -1.985705e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 136606 members 
Entering Unmasked Estep 
Score: -19867514.000000 Penalty: 5909.171387
	Iteration 8F: 3 clusters Score -1.986751e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 143606 members 
Entering Unmasked Estep 
Score: -19874220.000000 Penalty: 5909.171387
	Iteration 9Q: 3 clusters Score -1.987422e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -19877306.000000 Penalty: 5909.171387
	Iteration 10Q: 3 clusters Score -1.987731e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -19878376.000000 Penalty: 5909.171387
	Iteration 11Q: 3 clusters Score -1.987838e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -19878752.000000 Penalty: 5909.171387
	Iteration 12Q: 3 clusters Score -1.987875e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -19878906.000000 Penalty: 5909.171387
	Iteration 13Q: 3 clusters Score -1.987891e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -19879036.000000 Penalty: 5909.171387
	Iteration 14Q: 3 clusters Score -1.987904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -19879072.000000 Penalty: 5909.171387
	Iteration 15Q: 3 clusters Score -1.987907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -19879128.000000 Penalty: 5909.171387
	Iteration 16Q: 3 clusters Score -1.987913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -19879160.000000 Penalty: 5909.171387
	Iteration 17Q: 3 clusters Score -1.987916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -19879186.000000 Penalty: 5909.171387
	Iteration 18Q: 3 clusters Score -1.987919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -19879188.000000 Penalty: 5909.171387
	Iteration 19Q: 3 clusters Score -1.987919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 149028 members 
Entering Unmasked Estep 
Score: -19879202.000000 Penalty: 5909.171387
	Iteration 20F: 3 clusters Score -1.98792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -19879226.000000 Penalty: 5909.171387
	Iteration 21Q: 3 clusters Score -1.987923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -19879228.000000 Penalty: 5909.171387
	Iteration 22Q: 3 clusters Score -1.987923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -19879208.000000 Penalty: 5909.171387
	Iteration 23Q: 3 clusters Score -1.987921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -19879230.000000 Penalty: 5909.171387
	Iteration 24Q: 3 clusters Score -1.987923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149040 members 
Entering Unmasked Estep 
Score: -19879240.000000 Penalty: 5909.171387
	Iteration 25Q: 3 clusters Score -1.987924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -19879244.000000 Penalty: 5909.171387
	Iteration 26Q: 3 clusters Score -1.987924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -19879244.000000 Penalty: 5909.171387
	Iteration 27F: 3 clusters Score -1.987924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -122362.468750 Penalty: 1715.345337
	Iteration 0F: 2 clusters Score -122362.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120448.726562 Penalty: 3430.690674
	Iteration 0F: 3 clusters Score -120448.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120895.023438 Penalty: 3430.690674
	Iteration 1F: 3 clusters Score -120895 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121151.710938 Penalty: 3430.690674
	Iteration 2F: 3 clusters Score -121151.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121333.851562 Penalty: 3430.690674
	Iteration 3F: 3 clusters Score -121333.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121484.226562 Penalty: 3430.690674
	Iteration 4F: 3 clusters Score -121484.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121607.390625 Penalty: 3430.690674
	Iteration 5Q: 3 clusters Score -121607.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121741.210938 Penalty: 3430.690674
	Iteration 6Q: 3 clusters Score -121741.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -121829.531250 Penalty: 3430.690674
	Iteration 7Q: 3 clusters Score -121829.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -121885.007812 Penalty: 3430.690674
	Iteration 8Q: 3 clusters Score -121885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -122031.414062 Penalty: 3430.690674
	Iteration 9Q: 3 clusters Score -122031.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -122738.734375 Penalty: 3430.690674
	Iteration 10Q: 3 clusters Score -122738.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -122837.273438 Penalty: 3430.690674
	Iteration 11Q: 3 clusters Score -122837.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -122935.429688 Penalty: 3430.690674
	Iteration 12Q: 3 clusters Score -122935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -122995.117188 Penalty: 3430.690674
	Iteration 13Q: 3 clusters Score -122995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -123005.312500 Penalty: 3430.690674
	Iteration 14Q: 3 clusters Score -123005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -123009.437500 Penalty: 3430.690674
	Iteration 15Q: 3 clusters Score -123009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -123009.437500 Penalty: 3430.690674
	Iteration 16F: 3 clusters Score -123009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91620 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 264 members 
Entering Unmasked Estep 
Score: -135279120.000000 Penalty: 78997.320312
Splitting cluster 15 changes total score from -135280384.000000 to -135279120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Entering Unmasked Estep 
Score: -1342309.875000 Penalty: 2286.730469
	Iteration 0F: 2 clusters Score -1342310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1334598.250000 Penalty: 4573.460938
	Iteration 0F: 3 clusters Score -1334598 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1336801.625000 Penalty: 4573.460938
	Iteration 1F: 3 clusters Score -1336802 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1337055.875000 Penalty: 4573.460938
	Iteration 2F: 3 clusters Score -1337056 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1337227.625000 Penalty: 4573.460938
	Iteration 3Q: 3 clusters Score -1337228 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1337336.625000 Penalty: 4573.460938
	Iteration 4Q: 3 clusters Score -1337337 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1337426.125000 Penalty: 4573.460938
	Iteration 5Q: 3 clusters Score -1337426 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1337518.500000 Penalty: 4573.460938
	Iteration 6Q: 3 clusters Score -1337518 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1337594.000000 Penalty: 4573.460938
	Iteration 7Q: 3 clusters Score -1337594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1337668.125000 Penalty: 4573.460938
	Iteration 8Q: 3 clusters Score -1337668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1337753.500000 Penalty: 4573.460938
	Iteration 9Q: 3 clusters Score -1337754 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1337869.875000 Penalty: 4573.460938
	Iteration 10Q: 3 clusters Score -1337870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1338005.125000 Penalty: 4573.460938
	Iteration 11Q: 3 clusters Score -1338005 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1338156.750000 Penalty: 4573.460938
	Iteration 12Q: 3 clusters Score -1338157 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1338356.750000 Penalty: 4573.460938
	Iteration 13Q: 3 clusters Score -1338357 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1338614.000000 Penalty: 4573.460938
	Iteration 14Q: 3 clusters Score -1338614 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1338934.000000 Penalty: 4573.460938
	Iteration 15Q: 3 clusters Score -1338934 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1339275.500000 Penalty: 4573.460938
	Iteration 16Q: 3 clusters Score -1339276 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1339564.750000 Penalty: 4573.460938
	Iteration 17Q: 3 clusters Score -1339565 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1339814.750000 Penalty: 4573.460938
	Iteration 18Q: 3 clusters Score -1339815 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1339963.375000 Penalty: 4573.460938
	Iteration 19Q: 3 clusters Score -1339963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1340070.125000 Penalty: 4573.460938
	Iteration 20F: 3 clusters Score -1340070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1340168.750000 Penalty: 4573.460938
	Iteration 21Q: 3 clusters Score -1340169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1340252.125000 Penalty: 4573.460938
	Iteration 22Q: 3 clusters Score -1340252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1340298.250000 Penalty: 4573.460938
	Iteration 23Q: 3 clusters Score -1340298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1340325.250000 Penalty: 4573.460938
	Iteration 24Q: 3 clusters Score -1340325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1340346.000000 Penalty: 4573.460938
	Iteration 25Q: 3 clusters Score -1340346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1340360.125000 Penalty: 4573.460938
	Iteration 26Q: 3 clusters Score -1340360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1340370.625000 Penalty: 4573.460938
	Iteration 27Q: 3 clusters Score -1340371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1340377.625000 Penalty: 4573.460938
	Iteration 28Q: 3 clusters Score -1340378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1340381.875000 Penalty: 4573.460938
	Iteration 29Q: 3 clusters Score -1340382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1340388.875000 Penalty: 4573.460938
	Iteration 30Q: 3 clusters Score -1340389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1340387.875000 Penalty: 4573.460938
	Iteration 31Q: 3 clusters Score -1340388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1340388.250000 Penalty: 4573.460938
	Iteration 32Q: 3 clusters Score -1340388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1340388.250000 Penalty: 4573.460938
	Iteration 33F: 3 clusters Score -1340388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -172100.125000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -172100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169961.234375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -169961.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170330.812500 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -170330.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170508.046875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -170508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -170688.812500 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -170688.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171059.312500 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -171059.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171510.468750 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -171510.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171888.875000 Penalty: 3576.565918
	Iteration 6F: 3 clusters Score -171888.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -172158.437500 Penalty: 3576.565918
	Iteration 7F: 3 clusters Score -172158.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -172311.812500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -172311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -172385.562500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -172385.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172402.671875 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -172402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172406.578125 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -172406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -172408.734375 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -172408.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172409.093750 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -172409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172409.093750 Penalty: 3576.565918
	Iteration 14F: 3 clusters Score -172409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 22636 members 
Mstep: Class 4 contains 153844 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 152 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 54334 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 182365 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 91620 members 
Mstep: Class 14 contains 149291 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 119997 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 118763 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 569 members 
Entering Unmasked Estep 
Score: -135278960.000000 Penalty: 78997.320312
Splitting cluster 17 changes total score from -135280384.000000 to -135278960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Entering Unmasked Estep 
Score: -2894701.000000 Penalty: 2488.331299
	Iteration 0F: 2 clusters Score -2894701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2878847.250000 Penalty: 4976.662598
	Iteration 0F: 3 clusters Score -2878847 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2884693.250000 Penalty: 4976.662598
	Iteration 1F: 3 clusters Score -2884693 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2885841.750000 Penalty: 4976.662598
	Iteration 2F: 3 clusters Score -2885842 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2887284.250000 Penalty: 4976.662598
	Iteration 3F: 3 clusters Score -2887284 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2888653.500000 Penalty: 4976.662598
	Iteration 4F: 3 clusters Score -2888654 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2889728.250000 Penalty: 4976.662598
	Iteration 5F: 3 clusters Score -2889728 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2890437.750000 Penalty: 4976.662598
	Iteration 6F: 3 clusters Score -2890438 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2890832.750000 Penalty: 4976.662598
	Iteration 7Q: 3 clusters Score -2890833 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2891090.000000 Penalty: 4976.662598
	Iteration 8Q: 3 clusters Score -2891090 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2891237.250000 Penalty: 4976.662598
	Iteration 9Q: 3 clusters Score -2891237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2891379.750000 Penalty: 4976.662598
	Iteration 10Q: 3 clusters Score -2891380 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2891512.750000 Penalty: 4976.662598
	Iteration 11Q: 3 clusters Score -2891513 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2891609.250000 Penalty: 4976.662598
	Iteration 12Q: 3 clusters Score -2891609 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2891741.000000 Penalty: 4976.662598
	Iteration 13Q: 3 clusters Score -2891741 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2891862.500000 Penalty: 4976.662598
	Iteration 14Q: 3 clusters Score -2891862 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2891982.500000 Penalty: 4976.662598
	Iteration 15Q: 3 clusters Score -2891982 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2892087.500000 Penalty: 4976.662598
	Iteration 16Q: 3 clusters Score -2892088 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2892170.750000 Penalty: 4976.662598
	Iteration 17Q: 3 clusters Score -2892171 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2892244.000000 Penalty: 4976.662598
	Iteration 18Q: 3 clusters Score -2892244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2892296.250000 Penalty: 4976.662598
	Iteration 19Q: 3 clusters Score -2892296 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2892354.500000 Penalty: 4976.662598
	Iteration 20F: 3 clusters Score -2892354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2892399.750000 Penalty: 4976.662598
	Iteration 21Q: 3 clusters Score -2892400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2892448.750000 Penalty: 4976.662598
	Iteration 22Q: 3 clusters Score -2892449 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2892503.500000 Penalty: 4976.662598
	Iteration 23Q: 3 clusters Score -2892504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2892563.000000 Penalty: 4976.662598
	Iteration 24Q: 3 clusters Score -2892563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2892637.000000 Penalty: 4976.662598
	Iteration 25Q: 3 clusters Score -2892637 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2892682.250000 Penalty: 4976.662598
	Iteration 26Q: 3 clusters Score -2892682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2892749.000000 Penalty: 4976.662598
	Iteration 27Q: 3 clusters Score -2892749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2892791.750000 Penalty: 4976.662598
	Iteration 28Q: 3 clusters Score -2892792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2892840.000000 Penalty: 4976.662598
	Iteration 29Q: 3 clusters Score -2892840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2892858.000000 Penalty: 4976.662598
	Iteration 30Q: 3 clusters Score -2892858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2892876.750000 Penalty: 4976.662598
	Iteration 31Q: 3 clusters Score -2892877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2892894.250000 Penalty: 4976.662598
	Iteration 32Q: 3 clusters Score -2892894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2892904.500000 Penalty: 4976.662598
	Iteration 33Q: 3 clusters Score -2892904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2892910.750000 Penalty: 4976.662598
	Iteration 34Q: 3 clusters Score -2892911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2892919.000000 Penalty: 4976.662598
	Iteration 35Q: 3 clusters Score -2892919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2892927.250000 Penalty: 4976.662598
	Iteration 36Q: 3 clusters Score -2892927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2892942.500000 Penalty: 4976.662598
	Iteration 37Q: 3 clusters Score -2892942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2892946.000000 Penalty: 4976.662598
	Iteration 38Q: 3 clusters Score -2892946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2892944.750000 Penalty: 4976.662598
	Iteration 39Q: 3 clusters Score -2892945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2892941.500000 Penalty: 4976.662598
	Iteration 40F: 3 clusters Score -2892942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2892940.500000 Penalty: 4976.662598
	Iteration 41Q: 3 clusters Score -2892940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2892945.250000 Penalty: 4976.662598
	Iteration 42Q: 3 clusters Score -2892945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2892951.000000 Penalty: 4976.662598
	Iteration 43Q: 3 clusters Score -2892951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2892948.500000 Penalty: 4976.662598
	Iteration 44Q: 3 clusters Score -2892948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2892948.500000 Penalty: 4976.662598
	Iteration 45Q: 3 clusters Score -2892948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2892948.250000 Penalty: 4976.662598
	Iteration 46Q: 3 clusters Score -2892948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2892948.000000 Penalty: 4976.662598
	Iteration 47Q: 3 clusters Score -2892948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2892948.250000 Penalty: 4976.662598
	Iteration 48Q: 3 clusters Score -2892948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2892958.500000 Penalty: 4976.662598
	Iteration 49Q: 3 clusters Score -2892958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2892958.250000 Penalty: 4976.662598
	Iteration 50Q: 3 clusters Score -2892958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2892959.250000 Penalty: 4976.662598
	Iteration 51Q: 3 clusters Score -2892959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2892961.250000 Penalty: 4976.662598
	Iteration 52Q: 3 clusters Score -2892961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2892968.750000 Penalty: 4976.662598
	Iteration 53Q: 3 clusters Score -2892969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2892976.500000 Penalty: 4976.662598
	Iteration 54Q: 3 clusters Score -2892976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2892980.000000 Penalty: 4976.662598
	Iteration 55Q: 3 clusters Score -2892980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2892981.250000 Penalty: 4976.662598
	Iteration 56Q: 3 clusters Score -2892981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2892984.000000 Penalty: 4976.662598
	Iteration 57Q: 3 clusters Score -2892984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2892987.250000 Penalty: 4976.662598
	Iteration 58Q: 3 clusters Score -2892987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2892987.000000 Penalty: 4976.662598
	Iteration 59Q: 3 clusters Score -2892987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2892987.000000 Penalty: 4976.662598
	Iteration 60F: 3 clusters Score -2892987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2892991.500000 Penalty: 4976.662598
	Iteration 61Q: 3 clusters Score -2892992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2892992.250000 Penalty: 4976.662598
	Iteration 62Q: 3 clusters Score -2892992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2892998.750000 Penalty: 4976.662598
	Iteration 63Q: 3 clusters Score -2892999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2893002.250000 Penalty: 4976.662598
	Iteration 64Q: 3 clusters Score -2893002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2893001.750000 Penalty: 4976.662598
	Iteration 65Q: 3 clusters Score -2893002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2893003.500000 Penalty: 4976.662598
	Iteration 66Q: 3 clusters Score -2893004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2893003.500000 Penalty: 4976.662598
	Iteration 67F: 3 clusters Score -2893004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Entering Unmasked Estep 
Score: -16026351.000000 Penalty: 2900.415039
	Iteration 0F: 2 clusters Score -1.602635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -15946449.000000 Penalty: 5800.830078
	Iteration 0F: 3 clusters Score -1.594645e+07 nChanged 57081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -15979251.000000 Penalty: 5800.830078
	Iteration 1F: 3 clusters Score -1.597925e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -15980251.000000 Penalty: 5800.830078
	Iteration 2Q: 3 clusters Score -1.598025e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -15981602.000000 Penalty: 5800.830078
	Iteration 3Q: 3 clusters Score -1.59816e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -15984107.000000 Penalty: 5800.830078
	Iteration 4Q: 3 clusters Score -1.598411e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -15988758.000000 Penalty: 5800.830078
	Iteration 5F: 3 clusters Score -1.598876e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -15996344.000000 Penalty: 5800.830078
	Iteration 6F: 3 clusters Score -1.599634e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -16006524.000000 Penalty: 5800.830078
	Iteration 7F: 3 clusters Score -1.600652e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -16015607.000000 Penalty: 5800.830078
	Iteration 8F: 3 clusters Score -1.601561e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -16020718.000000 Penalty: 5800.830078
	Iteration 9Q: 3 clusters Score -1.602072e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16022755.000000 Penalty: 5800.830078
	Iteration 10Q: 3 clusters Score -1.602276e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16023500.000000 Penalty: 5800.830078
	Iteration 11Q: 3 clusters Score -1.60235e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16023839.000000 Penalty: 5800.830078
	Iteration 12Q: 3 clusters Score -1.602384e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16023974.000000 Penalty: 5800.830078
	Iteration 13Q: 3 clusters Score -1.602397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119537 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16024010.000000 Penalty: 5800.830078
	Iteration 14Q: 3 clusters Score -1.602401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16024046.000000 Penalty: 5800.830078
	Iteration 15Q: 3 clusters Score -1.602405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16024054.000000 Penalty: 5800.830078
	Iteration 16Q: 3 clusters Score -1.602405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16024090.000000 Penalty: 5800.830078
	Iteration 17Q: 3 clusters Score -1.602409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16024116.000000 Penalty: 5800.830078
	Iteration 18Q: 3 clusters Score -1.602412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16024116.000000 Penalty: 5800.830078
	Iteration 19Q: 3 clusters Score -1.602412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119587 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16024113.000000 Penalty: 5800.830078
	Iteration 20F: 3 clusters Score -1.602411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119589 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16024122.000000 Penalty: 5800.830078
	Iteration 21Q: 3 clusters Score -1.602412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119590 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16024122.000000 Penalty: 5800.830078
	Iteration 22Q: 3 clusters Score -1.602412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16024124.000000 Penalty: 5800.830078
	Iteration 23Q: 3 clusters Score -1.602412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119598 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16024141.000000 Penalty: 5800.830078
	Iteration 24Q: 3 clusters Score -1.602414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16024156.000000 Penalty: 5800.830078
	Iteration 25Q: 3 clusters Score -1.602416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16024152.000000 Penalty: 5800.830078
	Iteration 26Q: 3 clusters Score -1.602415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16024152.000000 Penalty: 5800.830078
	Iteration 27F: 3 clusters Score -1.602415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -88306.640625 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -88306.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86568.171875 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -86568.17 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86821.546875 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -86821.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86916.070312 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -86916.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86966.351562 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -86966.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86987.539062 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -86987.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86995.007812 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -86995.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87001.460938 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -87001.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87007.812500 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -87007.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87017.523438 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -87017.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87022.921875 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -87022.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87028.984375 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -87028.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87030.218750 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -87030.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87031.742188 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -87031.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87032.843750 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -87032.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87035.984375 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -87035.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87035.984375 Penalty: 3275.556152
	Iteration 15F: 3 clusters Score -87035.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118763 members 
Entering Unmasked Estep 
Score: -15899338.000000 Penalty: 2897.851562
	Iteration 0F: 2 clusters Score -1.589934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -15820304.000000 Penalty: 5795.703125
	Iteration 0F: 3 clusters Score -1.58203e+07 nChanged 56310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -15853356.000000 Penalty: 5795.703125
	Iteration 1F: 3 clusters Score -1.585336e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -15854989.000000 Penalty: 5795.703125
	Iteration 2Q: 3 clusters Score -1.585499e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -15857656.000000 Penalty: 5795.703125
	Iteration 3Q: 3 clusters Score -1.585766e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -15861975.000000 Penalty: 5795.703125
	Iteration 4F: 3 clusters Score -1.586198e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -15868551.000000 Penalty: 5795.703125
	Iteration 5F: 3 clusters Score -1.586855e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -15876764.000000 Penalty: 5795.703125
	Iteration 6F: 3 clusters Score -1.587676e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -15884941.000000 Penalty: 5795.703125
	Iteration 7F: 3 clusters Score -1.588494e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -15890021.000000 Penalty: 5795.703125
	Iteration 8Q: 3 clusters Score -1.589002e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -15892170.000000 Penalty: 5795.703125
	Iteration 9Q: 3 clusters Score -1.589217e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -15893144.000000 Penalty: 5795.703125
	Iteration 10Q: 3 clusters Score -1.589314e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -15893776.000000 Penalty: 5795.703125
	Iteration 11Q: 3 clusters Score -1.589378e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -15894288.000000 Penalty: 5795.703125
	Iteration 12Q: 3 clusters Score -1.589429e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -15894767.000000 Penalty: 5795.703125
	Iteration 13Q: 3 clusters Score -1.589477e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -15895178.000000 Penalty: 5795.703125
	Iteration 14Q: 3 clusters Score -1.589518e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -15895481.000000 Penalty: 5795.703125
	Iteration 15Q: 3 clusters Score -1.589548e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -15895761.000000 Penalty: 5795.703125
	Iteration 16Q: 3 clusters Score -1.589576e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -15895984.000000 Penalty: 5795.703125
	Iteration 17Q: 3 clusters Score -1.589598e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -15896200.000000 Penalty: 5795.703125
	Iteration 18Q: 3 clusters Score -1.58962e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -15896377.000000 Penalty: 5795.703125
	Iteration 19Q: 3 clusters Score -1.589638e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 112241 members 
Entering Unmasked Estep 
Score: -15896553.000000 Penalty: 5795.703125
	Iteration 20F: 3 clusters Score -1.589655e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -15896660.000000 Penalty: 5795.703125
	Iteration 21Q: 3 clusters Score -1.589666e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -15896772.000000 Penalty: 5795.703125
	Iteration 22Q: 3 clusters Score -1.589677e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -15896839.000000 Penalty: 5795.703125
	Iteration 23Q: 3 clusters Score -1.589684e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -15896897.000000 Penalty: 5795.703125
	Iteration 24Q: 3 clusters Score -1.58969e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -15896983.000000 Penalty: 5795.703125
	Iteration 25Q: 3 clusters Score -1.589698e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -15897084.000000 Penalty: 5795.703125
	Iteration 26Q: 3 clusters Score -1.589708e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -15897123.000000 Penalty: 5795.703125
	Iteration 27Q: 3 clusters Score -1.589712e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -15897165.000000 Penalty: 5795.703125
	Iteration 28Q: 3 clusters Score -1.589716e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -15897225.000000 Penalty: 5795.703125
	Iteration 29Q: 3 clusters Score -1.589722e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -15897306.000000 Penalty: 5795.703125
	Iteration 30Q: 3 clusters Score -1.589731e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -15897341.000000 Penalty: 5795.703125
	Iteration 31Q: 3 clusters Score -1.589734e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -15897362.000000 Penalty: 5795.703125
	Iteration 32Q: 3 clusters Score -1.589736e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -15897356.000000 Penalty: 5795.703125
	Iteration 33Q: 3 clusters Score -1.589736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -15897377.000000 Penalty: 5795.703125
	Iteration 34Q: 3 clusters Score -1.589738e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -15897372.000000 Penalty: 5795.703125
	Iteration 35Q: 3 clusters Score -1.589737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 115421 members 
Entering Unmasked Estep 
Score: -15897372.000000 Penalty: 5795.703125
	Iteration 36Q: 3 clusters Score -1.589737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -15897386.000000 Penalty: 5795.703125
	Iteration 37Q: 3 clusters Score -1.589739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -15897406.000000 Penalty: 5795.703125
	Iteration 38Q: 3 clusters Score -1.589741e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -15897421.000000 Penalty: 5795.703125
	Iteration 39Q: 3 clusters Score -1.589742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -15897427.000000 Penalty: 5795.703125
	Iteration 40F: 3 clusters Score -1.589743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 115595 members 
Entering Unmasked Estep 
Score: -15897429.000000 Penalty: 5795.703125
	Iteration 41Q: 3 clusters Score -1.589743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -15897433.000000 Penalty: 5795.703125
	Iteration 42Q: 3 clusters Score -1.589743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -15897456.000000 Penalty: 5795.703125
	Iteration 43Q: 3 clusters Score -1.589746e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -15897479.000000 Penalty: 5795.703125
	Iteration 44Q: 3 clusters Score -1.589748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -15897510.000000 Penalty: 5795.703125
	Iteration 45Q: 3 clusters Score -1.589751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -15897528.000000 Penalty: 5795.703125
	Iteration 46Q: 3 clusters Score -1.589753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -15897546.000000 Penalty: 5795.703125
	Iteration 47Q: 3 clusters Score -1.589755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -15897539.000000 Penalty: 5795.703125
	Iteration 48Q: 3 clusters Score -1.589754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -15897534.000000 Penalty: 5795.703125
	Iteration 49Q: 3 clusters Score -1.589753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -15897542.000000 Penalty: 5795.703125
	Iteration 50Q: 3 clusters Score -1.589754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -15897551.000000 Penalty: 5795.703125
	Iteration 51Q: 3 clusters Score -1.589755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -15897553.000000 Penalty: 5795.703125
	Iteration 52Q: 3 clusters Score -1.589755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -15897562.000000 Penalty: 5795.703125
	Iteration 53Q: 3 clusters Score -1.589756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -15897550.000000 Penalty: 5795.703125
	Iteration 54Q: 3 clusters Score -1.589755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -15897553.000000 Penalty: 5795.703125
	Iteration 55Q: 3 clusters Score -1.589755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -15897569.000000 Penalty: 5795.703125
	Iteration 56Q: 3 clusters Score -1.589757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -15897575.000000 Penalty: 5795.703125
	Iteration 57Q: 3 clusters Score -1.589758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -15897570.000000 Penalty: 5795.703125
	Iteration 58Q: 3 clusters Score -1.589757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 116072 members 
Entering Unmasked Estep 
Score: -15897561.000000 Penalty: 5795.703125
	Iteration 59Q: 3 clusters Score -1.589756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 116079 members 
Entering Unmasked Estep 
Score: -15897560.000000 Penalty: 5795.703125
	Iteration 60F: 3 clusters Score -1.589756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -15897579.000000 Penalty: 5795.703125
	Iteration 61Q: 3 clusters Score -1.589758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 116091 members 
Entering Unmasked Estep 
Score: -15897575.000000 Penalty: 5795.703125
	Iteration 62Q: 3 clusters Score -1.589758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -15897568.000000 Penalty: 5795.703125
	Iteration 63Q: 3 clusters Score -1.589757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 116107 members 
Entering Unmasked Estep 
Score: -15897572.000000 Penalty: 5795.703125
	Iteration 64Q: 3 clusters Score -1.589757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -15897568.000000 Penalty: 5795.703125
	Iteration 65Q: 3 clusters Score -1.589757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -15897586.000000 Penalty: 5795.703125
	Iteration 66Q: 3 clusters Score -1.589759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 116122 members 
Entering Unmasked Estep 
Score: -15897575.000000 Penalty: 5795.703125
	Iteration 67Q: 3 clusters Score -1.589758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -15897582.000000 Penalty: 5795.703125
	Iteration 68Q: 3 clusters Score -1.589758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -15897583.000000 Penalty: 5795.703125
	Iteration 69Q: 3 clusters Score -1.589758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -15897589.000000 Penalty: 5795.703125
	Iteration 70Q: 3 clusters Score -1.589759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -15897588.000000 Penalty: 5795.703125
	Iteration 71Q: 3 clusters Score -1.589759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -15897592.000000 Penalty: 5795.703125
	Iteration 72Q: 3 clusters Score -1.589759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -15897580.000000 Penalty: 5795.703125
	Iteration 73Q: 3 clusters Score -1.589758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -15897588.000000 Penalty: 5795.703125
	Iteration 74Q: 3 clusters Score -1.589759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -15897586.000000 Penalty: 5795.703125
	Iteration 75Q: 3 clusters Score -1.589759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 116127 members 
Entering Unmasked Estep 
Score: -15897589.000000 Penalty: 5795.703125
	Iteration 76Q: 3 clusters Score -1.589759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -15897580.000000 Penalty: 5795.703125
	Iteration 77Q: 3 clusters Score -1.589758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -15897580.000000 Penalty: 5795.703125
	Iteration 78F: 3 clusters Score -1.589758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -250554.078125 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -250554.1 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 970 members 
Entering Unmasked Estep 
Score: -247961.718750 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -247961.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -248408.687500 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -248408.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -248543.312500 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -248543.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248610.671875 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -248610.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -248650.296875 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -248650.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -248692.562500 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -248692.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -248737.062500 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -248737.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248792.515625 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -248792.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -248873.265625 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -248873.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -248981.531250 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -248981.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -249144.828125 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -249144.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -249287.375000 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -249287.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -249402.718750 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -249402.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -249498.390625 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -249498.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -249559.171875 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -249559.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -249605.812500 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -249605.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -249642.562500 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -249642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -249659.843750 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -249659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -249671.750000 Penalty: 3751.089844
	Iteration 18Q: 3 clusters Score -249671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -249683.531250 Penalty: 3751.089844
	Iteration 19Q: 3 clusters Score -249683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -249696.421875 Penalty: 3751.089844
	Iteration 20F: 3 clusters Score -249696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -249702.734375 Penalty: 3751.089844
	Iteration 21Q: 3 clusters Score -249702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -249708.531250 Penalty: 3751.089844
	Iteration 22Q: 3 clusters Score -249708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -249718.984375 Penalty: 3751.089844
	Iteration 23Q: 3 clusters Score -249719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -249728.343750 Penalty: 3751.089844
	Iteration 24Q: 3 clusters Score -249728.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -249737.187500 Penalty: 3751.089844
	Iteration 25Q: 3 clusters Score -249737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -249747.328125 Penalty: 3751.089844
	Iteration 26Q: 3 clusters Score -249747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249762.515625 Penalty: 3751.089844
	Iteration 27Q: 3 clusters Score -249762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -249770.515625 Penalty: 3751.089844
	Iteration 28Q: 3 clusters Score -249770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -249780.953125 Penalty: 3751.089844
	Iteration 29Q: 3 clusters Score -249781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -249787.984375 Penalty: 3751.089844
	Iteration 30Q: 3 clusters Score -249788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -249797.359375 Penalty: 3751.089844
	Iteration 31Q: 3 clusters Score -249797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -249799.890625 Penalty: 3751.089844
	Iteration 32Q: 3 clusters Score -249799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -249802.328125 Penalty: 3751.089844
	Iteration 33Q: 3 clusters Score -249802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -249804.859375 Penalty: 3751.089844
	Iteration 34Q: 3 clusters Score -249804.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -249804.859375 Penalty: 3751.089844
	Iteration 35F: 3 clusters Score -249804.9 nChanged 0
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -401124256.000000 Penalty: 81556.687500
22->23 Clusters: Score -401124256.000000, best is -401206560.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 46977 members 
Mstep: Class 3 contains 46897 members 
Mstep: Class 4 contains 46838 members 
Mstep: Class 5 contains 47349 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 47373 members 
Mstep: Class 8 contains 47140 members 
Mstep: Class 9 contains 46880 members 
Mstep: Class 10 contains 47452 members 
Mstep: Class 11 contains 47110 members 
Mstep: Class 12 contains 46867 members 
Mstep: Class 13 contains 46695 members 
Mstep: Class 14 contains 46936 members 
Mstep: Class 15 contains 47076 members 
Mstep: Class 16 contains 47172 members 
Mstep: Class 17 contains 47336 members 
Mstep: Class 18 contains 46955 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 47313 members 
Mstep: Class 21 contains 47023 members 
Mstep: Class 22 contains 47030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 277.943085 but Gain 3434.664062
Score: -130767112.000000 Penalty: 72127.992188
Iteration 0F: 22 clusters Score -1.307671e+08 nChanged 983066
Entering Unmasked Mstep 
Mstep: Class 0 contains 2179 members 
Mstep: Class 2 contains 22810 members 
Mstep: Class 3 contains 110949 members 
Mstep: Class 4 contains 39177 members 
Mstep: Class 5 contains 31293 members 
Mstep: Class 6 contains 18890 members 
Mstep: Class 7 contains 93507 members 
Mstep: Class 8 contains 29940 members 
Mstep: Class 9 contains 11546 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 66037 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 44949 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 8836 members 
Mstep: Class 16 contains 20069 members 
Mstep: Class 17 contains 6578 members 
Mstep: Class 18 contains 322844 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 57772 members 
Mstep: Class 21 contains 16322 members 
Mstep: Class 22 contains 60990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133767648.000000 Penalty: 72127.992188
Iteration 1F: 22 clusters Score -1.337676e+08 nChanged 329804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2105 members 
Mstep: Class 2 contains 17125 members 
Mstep: Class 3 contains 149817 members 
Mstep: Class 4 contains 29240 members 
Mstep: Class 5 contains 27383 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 98158 members 
Mstep: Class 8 contains 28878 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 11547 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 38407 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 15605 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 389302 members 
Mstep: Class 19 contains 20257 members 
Mstep: Class 20 contains 49490 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 56593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2252.457520 but Gain 3434.664062
Score: -134006760.000000 Penalty: 68693.328125
Iteration 2F: 21 clusters Score -1.340068e+08 nChanged 223591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 214070 members 
Mstep: Class 4 contains 25219 members 
Mstep: Class 5 contains 24378 members 
Mstep: Class 6 contains 10293 members 
Mstep: Class 7 contains 119643 members 
Mstep: Class 8 contains 27813 members 
Mstep: Class 9 contains 4720 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 51667 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 38036 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 6245 members 
Mstep: Class 16 contains 12351 members 
Mstep: Class 18 contains 344423 members 
Mstep: Class 19 contains 13387 members 
Mstep: Class 20 contains 50990 members 
Mstep: Class 21 contains 5922 members 
Mstep: Class 22 contains 60473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134423504.000000 Penalty: 68693.328125
Iteration 3F: 21 clusters Score -1.344235e+08 nChanged 178479
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 2 contains 10527 members 
Mstep: Class 3 contains 279254 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 19500 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 135048 members 
Mstep: Class 8 contains 23254 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 45954 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 18 contains 307198 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 53376 members 
Mstep: Class 21 contains 4378 members 
Mstep: Class 22 contains 60520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134573328.000000 Penalty: 68693.328125
Iteration 4F: 21 clusters Score -1.345733e+08 nChanged 155098
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 2 contains 8040 members 
Mstep: Class 3 contains 317827 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 16017 members 
Mstep: Class 6 contains 6850 members 
Mstep: Class 7 contains 144513 members 
Mstep: Class 8 contains 19562 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 35630 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 18 contains 283292 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 55720 members 
Mstep: Class 21 contains 3807 members 
Mstep: Class 22 contains 61931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134633424.000000 Penalty: 68693.328125
Iteration 5F: 21 clusters Score -1.346334e+08 nChanged 129429
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 300656 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 152067 members 
Mstep: Class 8 contains 18129 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 42721 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 35666 members 
Mstep: Class 14 contains 1937 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 4853 members 
Mstep: Class 18 contains 291702 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 58757 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 67916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134729536.000000 Penalty: 68693.328125
Iteration 6F: 21 clusters Score -1.347295e+08 nChanged 96258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 293324 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 13329 members 
Mstep: Class 6 contains 7157 members 
Mstep: Class 7 contains 158584 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 46516 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 36131 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 18 contains 283685 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 59768 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 75543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2928.277832 but Gain 3434.667969
Score: -134808992.000000 Penalty: 65258.660156
Iteration 7F: 20 clusters Score -1.34809e+08 nChanged 91896
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 286710 members 
Mstep: Class 4 contains 13571 members 
Mstep: Class 5 contains 12393 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 165052 members 
Mstep: Class 8 contains 15488 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 52256 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 36653 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 18 contains 272755 members 
Mstep: Class 20 contains 59487 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 85582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3247.828613 but Gain 3434.667969
Score: -134879984.000000 Penalty: 61823.992188
Iteration 8F: 19 clusters Score -1.3488e+08 nChanged 83320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 278998 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 11517 members 
Mstep: Class 6 contains 8962 members 
Mstep: Class 7 contains 169804 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 8325 members 
Mstep: Class 11 contains 58310 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 37487 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 18 contains 261865 members 
Mstep: Class 20 contains 58279 members 
Mstep: Class 21 contains 4546 members 
Mstep: Class 22 contains 96981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134935152.000000 Penalty: 61823.992188
Iteration 9F: 19 clusters Score -1.349352e+08 nChanged 71108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 266933 members 
Mstep: Class 4 contains 13086 members 
Mstep: Class 5 contains 10865 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 174168 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 10424 members 
Mstep: Class 11 contains 63537 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 38580 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 18 contains 251320 members 
Mstep: Class 20 contains 56398 members 
Mstep: Class 21 contains 4618 members 
Mstep: Class 22 contains 110046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134977952.000000 Penalty: 61823.992188
Iteration 10F: 19 clusters Score -1.34978e+08 nChanged 63655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 254066 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 10406 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 178788 members 
Mstep: Class 8 contains 11418 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 12426 members 
Mstep: Class 11 contains 67920 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 18 contains 240038 members 
Mstep: Class 20 contains 54061 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 124529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135011104.000000 Penalty: 61823.992188
Iteration 11F: 19 clusters Score -1.350111e+08 nChanged 58806
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 240897 members 
Mstep: Class 4 contains 13186 members 
Mstep: Class 5 contains 10222 members 
Mstep: Class 6 contains 12059 members 
Mstep: Class 7 contains 183918 members 
Mstep: Class 8 contains 10589 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 11 contains 71661 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 42667 members 
Mstep: Class 14 contains 1938 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 18 contains 227982 members 
Mstep: Class 20 contains 51190 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 139804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135040160.000000 Penalty: 61823.992188
Iteration 12F: 19 clusters Score -1.350402e+08 nChanged 53805
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 4061 members 
Mstep: Class 3 contains 227282 members 
Mstep: Class 4 contains 13537 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 13033 members 
Mstep: Class 7 contains 189484 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 74825 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 45168 members 
Mstep: Class 14 contains 1932 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 18 contains 216637 members 
Mstep: Class 20 contains 48136 members 
Mstep: Class 21 contains 4659 members 
Mstep: Class 22 contains 153998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135070240.000000 Penalty: 61823.992188
Iteration 13F: 19 clusters Score -1.350702e+08 nChanged 48530
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 215834 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 13896 members 
Mstep: Class 7 contains 195078 members 
Mstep: Class 8 contains 10052 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 17985 members 
Mstep: Class 11 contains 77360 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 47613 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 18 contains 205362 members 
Mstep: Class 20 contains 44948 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 166286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135096832.000000 Penalty: 61823.992188
Iteration 14Q: 19 clusters Score -1.350968e+08 nChanged 43952
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 206891 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 11116 members 
Mstep: Class 6 contains 14741 members 
Mstep: Class 7 contains 200779 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 1429 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 79357 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 49668 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 18 contains 194879 members 
Mstep: Class 20 contains 41918 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 175601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135116544.000000 Penalty: 61823.992188
Iteration 15Q: 19 clusters Score -1.351165e+08 nChanged 40276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 198926 members 
Mstep: Class 4 contains 14539 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 206879 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 10 contains 21565 members 
Mstep: Class 11 contains 80906 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 51057 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 18 contains 185917 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 182537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135133216.000000 Penalty: 61823.992188
Iteration 16Q: 19 clusters Score -1.351332e+08 nChanged 37438
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 192234 members 
Mstep: Class 4 contains 14742 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 16461 members 
Mstep: Class 7 contains 212989 members 
Mstep: Class 8 contains 10717 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 23319 members 
Mstep: Class 11 contains 82013 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 51809 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 18 contains 178389 members 
Mstep: Class 20 contains 36701 members 
Mstep: Class 21 contains 4228 members 
Mstep: Class 22 contains 187323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135144144.000000 Penalty: 61823.992188
Iteration 17Q: 19 clusters Score -1.351441e+08 nChanged 36089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 187133 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 17241 members 
Mstep: Class 7 contains 219975 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 25022 members 
Mstep: Class 11 contains 82891 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 52194 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 18 contains 171360 members 
Mstep: Class 20 contains 34498 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 189445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135153424.000000 Penalty: 61823.992188
Iteration 18Q: 19 clusters Score -1.351534e+08 nChanged 35478
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 182591 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 15956 members 
Mstep: Class 6 contains 18050 members 
Mstep: Class 7 contains 227470 members 
Mstep: Class 8 contains 11470 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 26703 members 
Mstep: Class 11 contains 83309 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 52036 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1534 members 
Mstep: Class 18 contains 166002 members 
Mstep: Class 20 contains 32693 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 189216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135161584.000000 Penalty: 61823.992188
Iteration 19Q: 19 clusters Score -1.351616e+08 nChanged 34260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 178797 members 
Mstep: Class 4 contains 15252 members 
Mstep: Class 5 contains 17441 members 
Mstep: Class 6 contains 18824 members 
Mstep: Class 7 contains 235685 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 28447 members 
Mstep: Class 11 contains 83567 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 51741 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 18 contains 160490 members 
Mstep: Class 20 contains 31176 members 
Mstep: Class 21 contains 3663 members 
Mstep: Class 22 contains 187571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135167568.000000 Penalty: 61823.992188
Iteration 20F: 19 clusters Score -1.351676e+08 nChanged 33358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 175483 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 18978 members 
Mstep: Class 6 contains 19610 members 
Mstep: Class 7 contains 244284 members 
Mstep: Class 8 contains 12314 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 30203 members 
Mstep: Class 11 contains 83746 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 51448 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 18 contains 154520 members 
Mstep: Class 20 contains 29916 members 
Mstep: Class 21 contains 3532 members 
Mstep: Class 22 contains 185167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135174848.000000 Penalty: 61823.992188
Iteration 21Q: 19 clusters Score -1.351748e+08 nChanged 32742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 172717 members 
Mstep: Class 4 contains 15617 members 
Mstep: Class 5 contains 20446 members 
Mstep: Class 6 contains 20457 members 
Mstep: Class 7 contains 252829 members 
Mstep: Class 8 contains 12849 members 
Mstep: Class 9 contains 1076 members 
Mstep: Class 10 contains 32097 members 
Mstep: Class 11 contains 83659 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 51068 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 18 contains 148561 members 
Mstep: Class 20 contains 28791 members 
Mstep: Class 21 contains 3422 members 
Mstep: Class 22 contains 182225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135181920.000000 Penalty: 61823.992188
Iteration 22Q: 19 clusters Score -1.351819e+08 nChanged 32611
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2801 members 
Mstep: Class 3 contains 170562 members 
Mstep: Class 4 contains 15870 members 
Mstep: Class 5 contains 21787 members 
Mstep: Class 6 contains 21204 members 
Mstep: Class 7 contains 260862 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 33891 members 
Mstep: Class 11 contains 83184 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 50536 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 18 contains 142892 members 
Mstep: Class 20 contains 27869 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 179357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135184608.000000 Penalty: 61823.992188
Iteration 23Q: 19 clusters Score -1.351846e+08 nChanged 31406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 168977 members 
Mstep: Class 4 contains 16135 members 
Mstep: Class 5 contains 23040 members 
Mstep: Class 6 contains 21860 members 
Mstep: Class 7 contains 267521 members 
Mstep: Class 8 contains 14271 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 35765 members 
Mstep: Class 11 contains 82630 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 50176 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 18 contains 137414 members 
Mstep: Class 20 contains 27110 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 176855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135184384.000000 Penalty: 61823.992188
Iteration 24Q: 19 clusters Score -1.351844e+08 nChanged 28883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 167994 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 24116 members 
Mstep: Class 6 contains 22538 members 
Mstep: Class 7 contains 271919 members 
Mstep: Class 8 contains 15145 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 37605 members 
Mstep: Class 11 contains 82044 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 49958 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 18 contains 132588 members 
Mstep: Class 20 contains 26513 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 175069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135182608.000000 Penalty: 61823.992188
Iteration 25Q: 19 clusters Score -1.351826e+08 nChanged 25601
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 167867 members 
Mstep: Class 4 contains 16993 members 
Mstep: Class 5 contains 25069 members 
Mstep: Class 6 contains 23278 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 39432 members 
Mstep: Class 11 contains 81633 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 13 contains 49995 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 18 contains 128393 members 
Mstep: Class 20 contains 26087 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 22 contains 173768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3254.947998 but Gain 3434.667969
Score: -135180928.000000 Penalty: 58389.324219
Iteration 26Q: 18 clusters Score -1.351809e+08 nChanged 24613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 168559 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 26206 members 
Mstep: Class 6 contains 24100 members 
Mstep: Class 7 contains 273034 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 41070 members 
Mstep: Class 11 contains 81508 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 50276 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 18 contains 125205 members 
Mstep: Class 20 contains 25758 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 173186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135182272.000000 Penalty: 58389.324219
Iteration 27Q: 18 clusters Score -1.351823e+08 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 169348 members 
Mstep: Class 4 contains 18250 members 
Mstep: Class 5 contains 26842 members 
Mstep: Class 6 contains 25039 members 
Mstep: Class 7 contains 270668 members 
Mstep: Class 8 contains 19819 members 
Mstep: Class 9 contains 1072 members 
Mstep: Class 10 contains 42643 members 
Mstep: Class 11 contains 81213 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 50589 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 18 contains 122519 members 
Mstep: Class 20 contains 25503 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 172395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135182736.000000 Penalty: 58389.324219
Iteration 28Q: 18 clusters Score -1.351827e+08 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 170420 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 27354 members 
Mstep: Class 6 contains 26016 members 
Mstep: Class 7 contains 267404 members 
Mstep: Class 8 contains 21362 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 44033 members 
Mstep: Class 11 contains 80887 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 50991 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1518 members 
Mstep: Class 18 contains 120482 members 
Mstep: Class 20 contains 25291 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 171705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135184128.000000 Penalty: 58389.324219
Iteration 29Q: 18 clusters Score -1.351841e+08 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 171576 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 27699 members 
Mstep: Class 6 contains 27107 members 
Mstep: Class 7 contains 263931 members 
Mstep: Class 8 contains 22915 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 45194 members 
Mstep: Class 11 contains 80505 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 51442 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 18 contains 118798 members 
Mstep: Class 20 contains 25081 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 171016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135185696.000000 Penalty: 58389.324219
Iteration 30Q: 18 clusters Score -1.351857e+08 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 172802 members 
Mstep: Class 4 contains 20358 members 
Mstep: Class 5 contains 27993 members 
Mstep: Class 6 contains 28305 members 
Mstep: Class 7 contains 260652 members 
Mstep: Class 8 contains 24294 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 46190 members 
Mstep: Class 11 contains 79943 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 51970 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1522 members 
Mstep: Class 18 contains 117275 members 
Mstep: Class 20 contains 24911 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 170255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135186944.000000 Penalty: 58389.324219
Iteration 31Q: 18 clusters Score -1.351869e+08 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 174190 members 
Mstep: Class 4 contains 21089 members 
Mstep: Class 5 contains 28187 members 
Mstep: Class 6 contains 29590 members 
Mstep: Class 7 contains 257632 members 
Mstep: Class 8 contains 25565 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 47062 members 
Mstep: Class 11 contains 79194 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 52552 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 18 contains 115897 members 
Mstep: Class 20 contains 24738 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 169299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135188080.000000 Penalty: 58389.324219
Iteration 32Q: 18 clusters Score -1.351881e+08 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 175785 members 
Mstep: Class 4 contains 21827 members 
Mstep: Class 5 contains 28255 members 
Mstep: Class 6 contains 30925 members 
Mstep: Class 7 contains 254446 members 
Mstep: Class 8 contains 26792 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 47776 members 
Mstep: Class 11 contains 78449 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 53106 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 18 contains 114853 members 
Mstep: Class 20 contains 24579 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 168237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135190640.000000 Penalty: 58389.324219
Iteration 33Q: 18 clusters Score -1.351906e+08 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 177332 members 
Mstep: Class 4 contains 22552 members 
Mstep: Class 5 contains 28278 members 
Mstep: Class 6 contains 32311 members 
Mstep: Class 7 contains 251593 members 
Mstep: Class 8 contains 27914 members 
Mstep: Class 9 contains 1090 members 
Mstep: Class 10 contains 48395 members 
Mstep: Class 11 contains 77527 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1526 members 
Mstep: Class 18 contains 113951 members 
Mstep: Class 20 contains 24404 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 167080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135194192.000000 Penalty: 58389.324219
Iteration 34Q: 18 clusters Score -1.351942e+08 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 178952 members 
Mstep: Class 4 contains 23336 members 
Mstep: Class 5 contains 28340 members 
Mstep: Class 6 contains 33652 members 
Mstep: Class 7 contains 248938 members 
Mstep: Class 8 contains 28946 members 
Mstep: Class 9 contains 1093 members 
Mstep: Class 10 contains 48901 members 
Mstep: Class 11 contains 76518 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 54396 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 18 contains 112987 members 
Mstep: Class 20 contains 24244 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 165901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135196672.000000 Penalty: 58389.324219
Iteration 35Q: 18 clusters Score -1.351967e+08 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 180321 members 
Mstep: Class 4 contains 24142 members 
Mstep: Class 5 contains 28348 members 
Mstep: Class 6 contains 34881 members 
Mstep: Class 7 contains 246785 members 
Mstep: Class 8 contains 29858 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 49326 members 
Mstep: Class 11 contains 75428 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 55182 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 18 contains 112188 members 
Mstep: Class 20 contains 24100 members 
Mstep: Class 21 contains 2597 members 
Mstep: Class 22 contains 164591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135198128.000000 Penalty: 58389.324219
Iteration 36Q: 18 clusters Score -1.351981e+08 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 181614 members 
Mstep: Class 4 contains 24867 members 
Mstep: Class 5 contains 28366 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 244583 members 
Mstep: Class 8 contains 30725 members 
Mstep: Class 9 contains 1097 members 
Mstep: Class 10 contains 49688 members 
Mstep: Class 11 contains 74360 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 56141 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 18 contains 111438 members 
Mstep: Class 20 contains 23952 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 163344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135199104.000000 Penalty: 58389.324219
Iteration 37Q: 18 clusters Score -1.351991e+08 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 182902 members 
Mstep: Class 4 contains 25613 members 
Mstep: Class 5 contains 28425 members 
Mstep: Class 6 contains 37322 members 
Mstep: Class 7 contains 242262 members 
Mstep: Class 8 contains 31539 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 50038 members 
Mstep: Class 11 contains 73311 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 57224 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 18 contains 110593 members 
Mstep: Class 20 contains 23783 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 162211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135199808.000000 Penalty: 58389.324219
Iteration 38Q: 18 clusters Score -1.351998e+08 nChanged 13160
Entering ConstructFrom: 
Score: -135199808.000000 Penalty: 58389.324219
Entering ConstructFrom: 
Trying to split cluster 3 (184197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184197 members 
Entering Unmasked Estep 
Score: -24503008.000000 Penalty: 3006.692871
	Iteration 0F: 2 clusters Score -2.450301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -24388008.000000 Penalty: 6013.385742
	Iteration 0F: 3 clusters Score -2.438801e+07 nChanged 88137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -24439904.000000 Penalty: 6013.385742
	Iteration 1F: 3 clusters Score -2.44399e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -24441228.000000 Penalty: 6013.385742
	Iteration 2Q: 3 clusters Score -2.444123e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -24443082.000000 Penalty: 6013.385742
	Iteration 3Q: 3 clusters Score -2.444308e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -24445944.000000 Penalty: 6013.385742
	Iteration 4Q: 3 clusters Score -2.444594e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -24450714.000000 Penalty: 6013.385742
	Iteration 5F: 3 clusters Score -2.445071e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 127983 members 
Entering Unmasked Estep 
Score: -24458346.000000 Penalty: 6013.385742
	Iteration 6F: 3 clusters Score -2.445835e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -24468218.000000 Penalty: 6013.385742
	Iteration 7F: 3 clusters Score -2.446822e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -24477890.000000 Penalty: 6013.385742
	Iteration 8F: 3 clusters Score -2.447789e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -24484992.000000 Penalty: 6013.385742
	Iteration 9F: 3 clusters Score -2.448499e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -24489254.000000 Penalty: 6013.385742
	Iteration 10Q: 3 clusters Score -2.448925e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 169020 members 
Entering Unmasked Estep 
Score: -24491702.000000 Penalty: 6013.385742
	Iteration 11Q: 3 clusters Score -2.44917e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -24493678.000000 Penalty: 6013.385742
	Iteration 12Q: 3 clusters Score -2.449368e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -24495238.000000 Penalty: 6013.385742
	Iteration 13Q: 3 clusters Score -2.449524e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -24496450.000000 Penalty: 6013.385742
	Iteration 14Q: 3 clusters Score -2.449645e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 176860 members 
Entering Unmasked Estep 
Score: -24497466.000000 Penalty: 6013.385742
	Iteration 15Q: 3 clusters Score -2.449747e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -24498120.000000 Penalty: 6013.385742
	Iteration 16Q: 3 clusters Score -2.449812e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -24498554.000000 Penalty: 6013.385742
	Iteration 17Q: 3 clusters Score -2.449855e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -24498914.000000 Penalty: 6013.385742
	Iteration 18Q: 3 clusters Score -2.449891e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -24499242.000000 Penalty: 6013.385742
	Iteration 19Q: 3 clusters Score -2.449924e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 180887 members 
Entering Unmasked Estep 
Score: -24499472.000000 Penalty: 6013.385742
	Iteration 20F: 3 clusters Score -2.449947e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 181233 members 
Entering Unmasked Estep 
Score: -24499590.000000 Penalty: 6013.385742
	Iteration 21Q: 3 clusters Score -2.449959e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 181470 members 
Entering Unmasked Estep 
Score: -24499742.000000 Penalty: 6013.385742
	Iteration 22Q: 3 clusters Score -2.449974e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 181695 members 
Entering Unmasked Estep 
Score: -24499940.000000 Penalty: 6013.385742
	Iteration 23Q: 3 clusters Score -2.449994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 181862 members 
Entering Unmasked Estep 
Score: -24500060.000000 Penalty: 6013.385742
	Iteration 24Q: 3 clusters Score -2.450006e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -24500082.000000 Penalty: 6013.385742
	Iteration 25Q: 3 clusters Score -2.450008e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 182146 members 
Entering Unmasked Estep 
Score: -24500148.000000 Penalty: 6013.385742
	Iteration 26Q: 3 clusters Score -2.450015e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -24500186.000000 Penalty: 6013.385742
	Iteration 27Q: 3 clusters Score -2.450019e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 182330 members 
Entering Unmasked Estep 
Score: -24500228.000000 Penalty: 6013.385742
	Iteration 28Q: 3 clusters Score -2.450023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 182396 members 
Entering Unmasked Estep 
Score: -24500258.000000 Penalty: 6013.385742
	Iteration 29Q: 3 clusters Score -2.450026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 182450 members 
Entering Unmasked Estep 
Score: -24500284.000000 Penalty: 6013.385742
	Iteration 30Q: 3 clusters Score -2.450028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 182509 members 
Entering Unmasked Estep 
Score: -24500318.000000 Penalty: 6013.385742
	Iteration 31Q: 3 clusters Score -2.450032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 182542 members 
Entering Unmasked Estep 
Score: -24500318.000000 Penalty: 6013.385742
	Iteration 32Q: 3 clusters Score -2.450032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 182566 members 
Entering Unmasked Estep 
Score: -24500334.000000 Penalty: 6013.385742
	Iteration 33Q: 3 clusters Score -2.450033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 182597 members 
Entering Unmasked Estep 
Score: -24500336.000000 Penalty: 6013.385742
	Iteration 34Q: 3 clusters Score -2.450034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 182631 members 
Entering Unmasked Estep 
Score: -24500334.000000 Penalty: 6013.385742
	Iteration 35Q: 3 clusters Score -2.450033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -24500356.000000 Penalty: 6013.385742
	Iteration 36Q: 3 clusters Score -2.450036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 182679 members 
Entering Unmasked Estep 
Score: -24500370.000000 Penalty: 6013.385742
	Iteration 37Q: 3 clusters Score -2.450037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 182702 members 
Entering Unmasked Estep 
Score: -24500388.000000 Penalty: 6013.385742
	Iteration 38Q: 3 clusters Score -2.450039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 182718 members 
Entering Unmasked Estep 
Score: -24500398.000000 Penalty: 6013.385742
	Iteration 39Q: 3 clusters Score -2.45004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 182729 members 
Entering Unmasked Estep 
Score: -24500398.000000 Penalty: 6013.385742
	Iteration 40F: 3 clusters Score -2.45004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 182746 members 
Entering Unmasked Estep 
Score: -24500426.000000 Penalty: 6013.385742
	Iteration 41Q: 3 clusters Score -2.450043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -24500422.000000 Penalty: 6013.385742
	Iteration 42Q: 3 clusters Score -2.450042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 182774 members 
Entering Unmasked Estep 
Score: -24500428.000000 Penalty: 6013.385742
	Iteration 43Q: 3 clusters Score -2.450043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 182787 members 
Entering Unmasked Estep 
Score: -24500436.000000 Penalty: 6013.385742
	Iteration 44Q: 3 clusters Score -2.450044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 182791 members 
Entering Unmasked Estep 
Score: -24500448.000000 Penalty: 6013.385742
	Iteration 45Q: 3 clusters Score -2.450045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 182798 members 
Entering Unmasked Estep 
Score: -24500438.000000 Penalty: 6013.385742
	Iteration 46Q: 3 clusters Score -2.450044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -24500452.000000 Penalty: 6013.385742
	Iteration 47Q: 3 clusters Score -2.450045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -24500460.000000 Penalty: 6013.385742
	Iteration 48Q: 3 clusters Score -2.450046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -24500470.000000 Penalty: 6013.385742
	Iteration 49Q: 3 clusters Score -2.450047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -24500480.000000 Penalty: 6013.385742
	Iteration 50Q: 3 clusters Score -2.450048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 182823 members 
Entering Unmasked Estep 
Score: -24500472.000000 Penalty: 6013.385742
	Iteration 51Q: 3 clusters Score -2.450047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -24500502.000000 Penalty: 6013.385742
	Iteration 52Q: 3 clusters Score -2.45005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 182826 members 
Entering Unmasked Estep 
Score: -24500494.000000 Penalty: 6013.385742
	Iteration 53Q: 3 clusters Score -2.450049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 182830 members 
Entering Unmasked Estep 
Score: -24500488.000000 Penalty: 6013.385742
	Iteration 54Q: 3 clusters Score -2.450049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 182837 members 
Entering Unmasked Estep 
Score: -24500494.000000 Penalty: 6013.385742
	Iteration 55Q: 3 clusters Score -2.450049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 182844 members 
Entering Unmasked Estep 
Score: -24500506.000000 Penalty: 6013.385742
	Iteration 56Q: 3 clusters Score -2.450051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 182846 members 
Entering Unmasked Estep 
Score: -24500502.000000 Penalty: 6013.385742
	Iteration 57Q: 3 clusters Score -2.45005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -24500484.000000 Penalty: 6013.385742
	Iteration 58Q: 3 clusters Score -2.450048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -24500488.000000 Penalty: 6013.385742
	Iteration 59Q: 3 clusters Score -2.450049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -24500500.000000 Penalty: 6013.385742
	Iteration 60F: 3 clusters Score -2.45005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -24500510.000000 Penalty: 6013.385742
	Iteration 61Q: 3 clusters Score -2.450051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -24500496.000000 Penalty: 6013.385742
	Iteration 62Q: 3 clusters Score -2.45005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -24500496.000000 Penalty: 6013.385742
	Iteration 63Q: 3 clusters Score -2.45005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 182850 members 
Entering Unmasked Estep 
Score: -24500494.000000 Penalty: 6013.385742
	Iteration 64Q: 3 clusters Score -2.450049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -24500504.000000 Penalty: 6013.385742
	Iteration 65Q: 3 clusters Score -2.45005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -24500504.000000 Penalty: 6013.385742
	Iteration 66F: 3 clusters Score -2.45005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Entering Unmasked Estep 
Score: -3572037.250000 Penalty: 2524.635498
	Iteration 0F: 2 clusters Score -3572037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3553696.500000 Penalty: 5049.270996
	Iteration 0F: 3 clusters Score -3553696 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3560094.250000 Penalty: 5049.270996
	Iteration 1F: 3 clusters Score -3560094 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3560738.000000 Penalty: 5049.270996
	Iteration 2F: 3 clusters Score -3560738 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3561537.500000 Penalty: 5049.270996
	Iteration 3F: 3 clusters Score -3561538 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3562623.750000 Penalty: 5049.270996
	Iteration 4F: 3 clusters Score -3562624 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3564025.500000 Penalty: 5049.270996
	Iteration 5F: 3 clusters Score -3564026 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3565765.250000 Penalty: 5049.270996
	Iteration 6F: 3 clusters Score -3565765 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3567436.500000 Penalty: 5049.270996
	Iteration 7F: 3 clusters Score -3567436 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3568597.250000 Penalty: 5049.270996
	Iteration 8Q: 3 clusters Score -3568597 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3569237.000000 Penalty: 5049.270996
	Iteration 9Q: 3 clusters Score -3569237 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3569538.750000 Penalty: 5049.270996
	Iteration 10Q: 3 clusters Score -3569539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3569682.500000 Penalty: 5049.270996
	Iteration 11Q: 3 clusters Score -3569682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3569746.750000 Penalty: 5049.270996
	Iteration 12Q: 3 clusters Score -3569747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3569797.250000 Penalty: 5049.270996
	Iteration 13Q: 3 clusters Score -3569797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3569818.000000 Penalty: 5049.270996
	Iteration 14Q: 3 clusters Score -3569818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3569831.750000 Penalty: 5049.270996
	Iteration 15Q: 3 clusters Score -3569832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3569837.500000 Penalty: 5049.270996
	Iteration 16Q: 3 clusters Score -3569838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3569848.750000 Penalty: 5049.270996
	Iteration 17Q: 3 clusters Score -3569849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3569848.750000 Penalty: 5049.270996
	Iteration 18F: 3 clusters Score -3569849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Entering Unmasked Estep 
Score: -3838419.750000 Penalty: 2544.195312
	Iteration 0F: 2 clusters Score -3838420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3818698.000000 Penalty: 5088.390625
	Iteration 0F: 3 clusters Score -3818698 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3825869.000000 Penalty: 5088.390625
	Iteration 1F: 3 clusters Score -3825869 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3826394.500000 Penalty: 5088.390625
	Iteration 2Q: 3 clusters Score -3826394 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3826907.000000 Penalty: 5088.390625
	Iteration 3Q: 3 clusters Score -3826907 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3827463.000000 Penalty: 5088.390625
	Iteration 4Q: 3 clusters Score -3827463 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3828186.750000 Penalty: 5088.390625
	Iteration 5Q: 3 clusters Score -3828187 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3829283.000000 Penalty: 5088.390625
	Iteration 6F: 3 clusters Score -3829283 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3830877.500000 Penalty: 5088.390625
	Iteration 7F: 3 clusters Score -3830878 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3832718.500000 Penalty: 5088.390625
	Iteration 8F: 3 clusters Score -3832718 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3834438.250000 Penalty: 5088.390625
	Iteration 9F: 3 clusters Score -3834438 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3835545.250000 Penalty: 5088.390625
	Iteration 10Q: 3 clusters Score -3835545 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3836137.000000 Penalty: 5088.390625
	Iteration 11Q: 3 clusters Score -3836137 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3836393.000000 Penalty: 5088.390625
	Iteration 12Q: 3 clusters Score -3836393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3836522.750000 Penalty: 5088.390625
	Iteration 13Q: 3 clusters Score -3836523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3836570.750000 Penalty: 5088.390625
	Iteration 14Q: 3 clusters Score -3836571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3836605.500000 Penalty: 5088.390625
	Iteration 15Q: 3 clusters Score -3836606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3836615.000000 Penalty: 5088.390625
	Iteration 16Q: 3 clusters Score -3836615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3836624.000000 Penalty: 5088.390625
	Iteration 17Q: 3 clusters Score -3836624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3836626.500000 Penalty: 5088.390625
	Iteration 18Q: 3 clusters Score -3836626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3836632.250000 Penalty: 5088.390625
	Iteration 19Q: 3 clusters Score -3836632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3836640.250000 Penalty: 5088.390625
	Iteration 20F: 3 clusters Score -3836640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3836650.500000 Penalty: 5088.390625
	Iteration 21Q: 3 clusters Score -3836650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3836664.250000 Penalty: 5088.390625
	Iteration 22Q: 3 clusters Score -3836664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3836676.000000 Penalty: 5088.390625
	Iteration 23Q: 3 clusters Score -3836676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3836685.750000 Penalty: 5088.390625
	Iteration 24Q: 3 clusters Score -3836686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3836701.500000 Penalty: 5088.390625
	Iteration 25Q: 3 clusters Score -3836702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3836720.000000 Penalty: 5088.390625
	Iteration 26Q: 3 clusters Score -3836720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3836728.250000 Penalty: 5088.390625
	Iteration 27Q: 3 clusters Score -3836728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3836742.250000 Penalty: 5088.390625
	Iteration 28Q: 3 clusters Score -3836742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3836748.250000 Penalty: 5088.390625
	Iteration 29Q: 3 clusters Score -3836748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3836748.750000 Penalty: 5088.390625
	Iteration 30Q: 3 clusters Score -3836749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3836751.000000 Penalty: 5088.390625
	Iteration 31Q: 3 clusters Score -3836751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3836751.000000 Penalty: 5088.390625
	Iteration 32F: 3 clusters Score -3836751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Entering Unmasked Estep 
Score: -5183642.000000 Penalty: 2617.970703
	Iteration 0F: 2 clusters Score -5183642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5157630.000000 Penalty: 5235.941406
	Iteration 0F: 3 clusters Score -5157630 nChanged 17558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5167225.500000 Penalty: 5235.941406
	Iteration 1F: 3 clusters Score -5167226 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5167745.500000 Penalty: 5235.941406
	Iteration 2Q: 3 clusters Score -5167746 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -5168265.000000 Penalty: 5235.941406
	Iteration 3Q: 3 clusters Score -5168265 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5168854.500000 Penalty: 5235.941406
	Iteration 4Q: 3 clusters Score -5168854 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5169626.500000 Penalty: 5235.941406
	Iteration 5Q: 3 clusters Score -5169626 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5170694.500000 Penalty: 5235.941406
	Iteration 6F: 3 clusters Score -5170694 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5172277.000000 Penalty: 5235.941406
	Iteration 7F: 3 clusters Score -5172277 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -5174475.000000 Penalty: 5235.941406
	Iteration 8F: 3 clusters Score -5174475 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5176791.000000 Penalty: 5235.941406
	Iteration 9F: 3 clusters Score -5176791 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5178608.500000 Penalty: 5235.941406
	Iteration 10F: 3 clusters Score -5178608 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -5179474.500000 Penalty: 5235.941406
	Iteration 11Q: 3 clusters Score -5179474 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5179881.000000 Penalty: 5235.941406
	Iteration 12Q: 3 clusters Score -5179881 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5180156.000000 Penalty: 5235.941406
	Iteration 13Q: 3 clusters Score -5180156 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5180287.500000 Penalty: 5235.941406
	Iteration 14Q: 3 clusters Score -5180288 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5180412.000000 Penalty: 5235.941406
	Iteration 15Q: 3 clusters Score -5180412 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -5180538.000000 Penalty: 5235.941406
	Iteration 16Q: 3 clusters Score -5180538 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5180647.500000 Penalty: 5235.941406
	Iteration 17Q: 3 clusters Score -5180648 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5180736.500000 Penalty: 5235.941406
	Iteration 18Q: 3 clusters Score -5180736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -5180812.000000 Penalty: 5235.941406
	Iteration 19Q: 3 clusters Score -5180812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5180874.000000 Penalty: 5235.941406
	Iteration 20F: 3 clusters Score -5180874 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5180929.000000 Penalty: 5235.941406
	Iteration 21Q: 3 clusters Score -5180929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5180984.500000 Penalty: 5235.941406
	Iteration 22Q: 3 clusters Score -5180984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5181019.000000 Penalty: 5235.941406
	Iteration 23Q: 3 clusters Score -5181019 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -5181048.000000 Penalty: 5235.941406
	Iteration 24Q: 3 clusters Score -5181048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -5181077.500000 Penalty: 5235.941406
	Iteration 25Q: 3 clusters Score -5181078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -5181101.500000 Penalty: 5235.941406
	Iteration 26Q: 3 clusters Score -5181102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5181131.000000 Penalty: 5235.941406
	Iteration 27Q: 3 clusters Score -5181131 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5181148.500000 Penalty: 5235.941406
	Iteration 28Q: 3 clusters Score -5181148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5181164.500000 Penalty: 5235.941406
	Iteration 29Q: 3 clusters Score -5181164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -5181179.000000 Penalty: 5235.941406
	Iteration 30Q: 3 clusters Score -5181179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5181193.000000 Penalty: 5235.941406
	Iteration 31Q: 3 clusters Score -5181193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5181208.500000 Penalty: 5235.941406
	Iteration 32Q: 3 clusters Score -5181208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5181231.500000 Penalty: 5235.941406
	Iteration 33Q: 3 clusters Score -5181232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5181250.500000 Penalty: 5235.941406
	Iteration 34Q: 3 clusters Score -5181250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5181259.500000 Penalty: 5235.941406
	Iteration 35Q: 3 clusters Score -5181260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5181271.000000 Penalty: 5235.941406
	Iteration 36Q: 3 clusters Score -5181271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5181295.500000 Penalty: 5235.941406
	Iteration 37Q: 3 clusters Score -5181296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5181318.500000 Penalty: 5235.941406
	Iteration 38Q: 3 clusters Score -5181318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5181335.000000 Penalty: 5235.941406
	Iteration 39Q: 3 clusters Score -5181335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -5181355.000000 Penalty: 5235.941406
	Iteration 40F: 3 clusters Score -5181355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5181370.000000 Penalty: 5235.941406
	Iteration 41Q: 3 clusters Score -5181370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -5181381.500000 Penalty: 5235.941406
	Iteration 42Q: 3 clusters Score -5181382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5181394.500000 Penalty: 5235.941406
	Iteration 43Q: 3 clusters Score -5181394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -5181398.500000 Penalty: 5235.941406
	Iteration 44Q: 3 clusters Score -5181398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5181398.500000 Penalty: 5235.941406
	Iteration 45Q: 3 clusters Score -5181398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5181409.500000 Penalty: 5235.941406
	Iteration 46Q: 3 clusters Score -5181410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5181426.500000 Penalty: 5235.941406
	Iteration 47Q: 3 clusters Score -5181426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5181428.500000 Penalty: 5235.941406
	Iteration 48Q: 3 clusters Score -5181428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -5181448.000000 Penalty: 5235.941406
	Iteration 49Q: 3 clusters Score -5181448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5181453.500000 Penalty: 5235.941406
	Iteration 50Q: 3 clusters Score -5181454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5181452.500000 Penalty: 5235.941406
	Iteration 51Q: 3 clusters Score -5181452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5181450.500000 Penalty: 5235.941406
	Iteration 52Q: 3 clusters Score -5181450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -5181453.000000 Penalty: 5235.941406
	Iteration 53Q: 3 clusters Score -5181453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5181463.500000 Penalty: 5235.941406
	Iteration 54Q: 3 clusters Score -5181464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -5181468.500000 Penalty: 5235.941406
	Iteration 55Q: 3 clusters Score -5181468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5181475.000000 Penalty: 5235.941406
	Iteration 56Q: 3 clusters Score -5181475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5181475.500000 Penalty: 5235.941406
	Iteration 57Q: 3 clusters Score -5181476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5181482.000000 Penalty: 5235.941406
	Iteration 58Q: 3 clusters Score -5181482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5181483.500000 Penalty: 5235.941406
	Iteration 59Q: 3 clusters Score -5181484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -5181481.000000 Penalty: 5235.941406
	Iteration 60F: 3 clusters Score -5181481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5181484.000000 Penalty: 5235.941406
	Iteration 61Q: 3 clusters Score -5181484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -5181480.000000 Penalty: 5235.941406
	Iteration 62Q: 3 clusters Score -5181480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5181481.500000 Penalty: 5235.941406
	Iteration 63Q: 3 clusters Score -5181482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -5181480.000000 Penalty: 5235.941406
	Iteration 64Q: 3 clusters Score -5181480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5181481.000000 Penalty: 5235.941406
	Iteration 65Q: 3 clusters Score -5181481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5181495.500000 Penalty: 5235.941406
	Iteration 66Q: 3 clusters Score -5181496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5181503.000000 Penalty: 5235.941406
	Iteration 67Q: 3 clusters Score -5181503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5181508.500000 Penalty: 5235.941406
	Iteration 68Q: 3 clusters Score -5181508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5181503.500000 Penalty: 5235.941406
	Iteration 69Q: 3 clusters Score -5181504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5181502.000000 Penalty: 5235.941406
	Iteration 70Q: 3 clusters Score -5181502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5181509.500000 Penalty: 5235.941406
	Iteration 71Q: 3 clusters Score -5181510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5181516.000000 Penalty: 5235.941406
	Iteration 72Q: 3 clusters Score -5181516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5181516.000000 Penalty: 5235.941406
	Iteration 73Q: 3 clusters Score -5181516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5181520.500000 Penalty: 5235.941406
	Iteration 74Q: 3 clusters Score -5181520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5181517.500000 Penalty: 5235.941406
	Iteration 75Q: 3 clusters Score -5181518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5181526.500000 Penalty: 5235.941406
	Iteration 76Q: 3 clusters Score -5181526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5181532.000000 Penalty: 5235.941406
	Iteration 77Q: 3 clusters Score -5181532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5181538.000000 Penalty: 5235.941406
	Iteration 78Q: 3 clusters Score -5181538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5181541.500000 Penalty: 5235.941406
	Iteration 79Q: 3 clusters Score -5181542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -5181552.500000 Penalty: 5235.941406
	Iteration 80F: 3 clusters Score -5181552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -5181557.000000 Penalty: 5235.941406
	Iteration 81Q: 3 clusters Score -5181557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5181559.000000 Penalty: 5235.941406
	Iteration 82Q: 3 clusters Score -5181559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5181565.000000 Penalty: 5235.941406
	Iteration 83Q: 3 clusters Score -5181565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -5181565.500000 Penalty: 5235.941406
	Iteration 84Q: 3 clusters Score -5181566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5181559.500000 Penalty: 5235.941406
	Iteration 85Q: 3 clusters Score -5181560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -5181561.000000 Penalty: 5235.941406
	Iteration 86Q: 3 clusters Score -5181561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5181561.000000 Penalty: 5235.941406
	Iteration 87Q: 3 clusters Score -5181561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5181557.500000 Penalty: 5235.941406
	Iteration 88Q: 3 clusters Score -5181558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5181560.500000 Penalty: 5235.941406
	Iteration 89Q: 3 clusters Score -5181560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5181559.500000 Penalty: 5235.941406
	Iteration 90Q: 3 clusters Score -5181560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5181562.000000 Penalty: 5235.941406
	Iteration 91Q: 3 clusters Score -5181562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5181570.500000 Penalty: 5235.941406
	Iteration 92Q: 3 clusters Score -5181570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -5181567.000000 Penalty: 5235.941406
	Iteration 93Q: 3 clusters Score -5181567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -5181567.000000 Penalty: 5235.941406
	Iteration 94Q: 3 clusters Score -5181567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5181574.000000 Penalty: 5235.941406
	Iteration 95Q: 3 clusters Score -5181574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5181575.500000 Penalty: 5235.941406
	Iteration 96Q: 3 clusters Score -5181576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5181573.000000 Penalty: 5235.941406
	Iteration 97Q: 3 clusters Score -5181573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5181573.000000 Penalty: 5235.941406
	Iteration 98Q: 3 clusters Score -5181573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5181576.000000 Penalty: 5235.941406
	Iteration 99Q: 3 clusters Score -5181576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5181576.000000 Penalty: 5235.941406
	Iteration 100F: 3 clusters Score -5181576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (239895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239895 members 
Entering Unmasked Estep 
Score: -31762470.000000 Penalty: 3072.213135
	Iteration 0F: 2 clusters Score -3.176247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119921 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -31624202.000000 Penalty: 6144.426270
	Iteration 0F: 3 clusters Score -3.16242e+07 nChanged 115554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118203 members 
Mstep: Class 2 contains 121692 members 
Entering Unmasked Estep 
Score: -31691600.000000 Penalty: 6144.426270
	Iteration 1F: 3 clusters Score -3.16916e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -31692482.000000 Penalty: 6144.426270
	Iteration 2Q: 3 clusters Score -3.169248e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -31693514.000000 Penalty: 6144.426270
	Iteration 3Q: 3 clusters Score -3.169351e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114387 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -31695014.000000 Penalty: 6144.426270
	Iteration 4Q: 3 clusters Score -3.169501e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 128206 members 
Entering Unmasked Estep 
Score: -31697238.000000 Penalty: 6144.426270
	Iteration 5Q: 3 clusters Score -3.169724e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -31701054.000000 Penalty: 6144.426270
	Iteration 6Q: 3 clusters Score -3.170105e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -31706544.000000 Penalty: 6144.426270
	Iteration 7Q: 3 clusters Score -3.170654e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -31713578.000000 Penalty: 6144.426270
	Iteration 8Q: 3 clusters Score -3.171358e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -31721986.000000 Penalty: 6144.426270
	Iteration 9F: 3 clusters Score -3.172199e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -31730776.000000 Penalty: 6144.426270
	Iteration 10F: 3 clusters Score -3.173078e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -31738562.000000 Penalty: 6144.426270
	Iteration 11F: 3 clusters Score -3.173856e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -31743582.000000 Penalty: 6144.426270
	Iteration 12Q: 3 clusters Score -3.174358e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -31746596.000000 Penalty: 6144.426270
	Iteration 13Q: 3 clusters Score -3.17466e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 179040 members 
Entering Unmasked Estep 
Score: -31748486.000000 Penalty: 6144.426270
	Iteration 14Q: 3 clusters Score -3.174849e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -31749774.000000 Penalty: 6144.426270
	Iteration 15Q: 3 clusters Score -3.174977e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 186954 members 
Entering Unmasked Estep 
Score: -31750868.000000 Penalty: 6144.426270
	Iteration 16Q: 3 clusters Score -3.175087e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 190715 members 
Entering Unmasked Estep 
Score: -31751634.000000 Penalty: 6144.426270
	Iteration 17Q: 3 clusters Score -3.175163e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 194304 members 
Entering Unmasked Estep 
Score: -31752260.000000 Penalty: 6144.426270
	Iteration 18Q: 3 clusters Score -3.175226e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 197818 members 
Entering Unmasked Estep 
Score: -31752810.000000 Penalty: 6144.426270
	Iteration 19Q: 3 clusters Score -3.175281e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 201189 members 
Entering Unmasked Estep 
Score: -31753310.000000 Penalty: 6144.426270
	Iteration 20F: 3 clusters Score -3.175331e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 204372 members 
Entering Unmasked Estep 
Score: -31753540.000000 Penalty: 6144.426270
	Iteration 21Q: 3 clusters Score -3.175354e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 207403 members 
Entering Unmasked Estep 
Score: -31753630.000000 Penalty: 6144.426270
	Iteration 22Q: 3 clusters Score -3.175363e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 210277 members 
Entering Unmasked Estep 
Score: -31753798.000000 Penalty: 6144.426270
	Iteration 23Q: 3 clusters Score -3.17538e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 213080 members 
Entering Unmasked Estep 
Score: -31754008.000000 Penalty: 6144.426270
	Iteration 24Q: 3 clusters Score -3.175401e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 215640 members 
Entering Unmasked Estep 
Score: -31754172.000000 Penalty: 6144.426270
	Iteration 25Q: 3 clusters Score -3.175417e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 218068 members 
Entering Unmasked Estep 
Score: -31754544.000000 Penalty: 6144.426270
	Iteration 26Q: 3 clusters Score -3.175454e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 220381 members 
Entering Unmasked Estep 
Score: -31754690.000000 Penalty: 6144.426270
	Iteration 27Q: 3 clusters Score -3.175469e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -31754948.000000 Penalty: 6144.426270
	Iteration 28Q: 3 clusters Score -3.175495e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 224395 members 
Entering Unmasked Estep 
Score: -31755498.000000 Penalty: 6144.426270
	Iteration 29Q: 3 clusters Score -3.17555e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 226105 members 
Entering Unmasked Estep 
Score: -31755904.000000 Penalty: 6144.426270
	Iteration 30Q: 3 clusters Score -3.17559e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 227598 members 
Entering Unmasked Estep 
Score: -31756296.000000 Penalty: 6144.426270
	Iteration 31Q: 3 clusters Score -3.17563e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 228901 members 
Entering Unmasked Estep 
Score: -31756546.000000 Penalty: 6144.426270
	Iteration 32Q: 3 clusters Score -3.175655e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 230081 members 
Entering Unmasked Estep 
Score: -31756828.000000 Penalty: 6144.426270
	Iteration 33Q: 3 clusters Score -3.175683e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 231143 members 
Entering Unmasked Estep 
Score: -31757146.000000 Penalty: 6144.426270
	Iteration 34Q: 3 clusters Score -3.175715e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 232071 members 
Entering Unmasked Estep 
Score: -31757464.000000 Penalty: 6144.426270
	Iteration 35Q: 3 clusters Score -3.175746e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 232892 members 
Entering Unmasked Estep 
Score: -31757614.000000 Penalty: 6144.426270
	Iteration 36Q: 3 clusters Score -3.175761e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -31757744.000000 Penalty: 6144.426270
	Iteration 37Q: 3 clusters Score -3.175774e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 234237 members 
Entering Unmasked Estep 
Score: -31757986.000000 Penalty: 6144.426270
	Iteration 38Q: 3 clusters Score -3.175799e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 234778 members 
Entering Unmasked Estep 
Score: -31758196.000000 Penalty: 6144.426270
	Iteration 39Q: 3 clusters Score -3.17582e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 235218 members 
Entering Unmasked Estep 
Score: -31758326.000000 Penalty: 6144.426270
	Iteration 40F: 3 clusters Score -3.175833e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 235599 members 
Entering Unmasked Estep 
Score: -31758478.000000 Penalty: 6144.426270
	Iteration 41Q: 3 clusters Score -3.175848e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -31758528.000000 Penalty: 6144.426270
	Iteration 42Q: 3 clusters Score -3.175853e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 236167 members 
Entering Unmasked Estep 
Score: -31758718.000000 Penalty: 6144.426270
	Iteration 43Q: 3 clusters Score -3.175872e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 236419 members 
Entering Unmasked Estep 
Score: -31758790.000000 Penalty: 6144.426270
	Iteration 44Q: 3 clusters Score -3.175879e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 236646 members 
Entering Unmasked Estep 
Score: -31758874.000000 Penalty: 6144.426270
	Iteration 45Q: 3 clusters Score -3.175887e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 236796 members 
Entering Unmasked Estep 
Score: -31758996.000000 Penalty: 6144.426270
	Iteration 46Q: 3 clusters Score -3.1759e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 236926 members 
Entering Unmasked Estep 
Score: -31759074.000000 Penalty: 6144.426270
	Iteration 47Q: 3 clusters Score -3.175907e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 237046 members 
Entering Unmasked Estep 
Score: -31759112.000000 Penalty: 6144.426270
	Iteration 48Q: 3 clusters Score -3.175911e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 237130 members 
Entering Unmasked Estep 
Score: -31759154.000000 Penalty: 6144.426270
	Iteration 49Q: 3 clusters Score -3.175915e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 237222 members 
Entering Unmasked Estep 
Score: -31759166.000000 Penalty: 6144.426270
	Iteration 50Q: 3 clusters Score -3.175917e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 237311 members 
Entering Unmasked Estep 
Score: -31759204.000000 Penalty: 6144.426270
	Iteration 51Q: 3 clusters Score -3.17592e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 237385 members 
Entering Unmasked Estep 
Score: -31759230.000000 Penalty: 6144.426270
	Iteration 52Q: 3 clusters Score -3.175923e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 237449 members 
Entering Unmasked Estep 
Score: -31759238.000000 Penalty: 6144.426270
	Iteration 53Q: 3 clusters Score -3.175924e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 237503 members 
Entering Unmasked Estep 
Score: -31759262.000000 Penalty: 6144.426270
	Iteration 54Q: 3 clusters Score -3.175926e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 237548 members 
Entering Unmasked Estep 
Score: -31759238.000000 Penalty: 6144.426270
	Iteration 55Q: 3 clusters Score -3.175924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 237593 members 
Entering Unmasked Estep 
Score: -31759292.000000 Penalty: 6144.426270
	Iteration 56Q: 3 clusters Score -3.175929e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 237641 members 
Entering Unmasked Estep 
Score: -31759320.000000 Penalty: 6144.426270
	Iteration 57Q: 3 clusters Score -3.175932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 237683 members 
Entering Unmasked Estep 
Score: -31759380.000000 Penalty: 6144.426270
	Iteration 58Q: 3 clusters Score -3.175938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 237712 members 
Entering Unmasked Estep 
Score: -31759370.000000 Penalty: 6144.426270
	Iteration 59Q: 3 clusters Score -3.175937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 237737 members 
Entering Unmasked Estep 
Score: -31759388.000000 Penalty: 6144.426270
	Iteration 60F: 3 clusters Score -3.175939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 237771 members 
Entering Unmasked Estep 
Score: -31759406.000000 Penalty: 6144.426270
	Iteration 61Q: 3 clusters Score -3.175941e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 237800 members 
Entering Unmasked Estep 
Score: -31759394.000000 Penalty: 6144.426270
	Iteration 62Q: 3 clusters Score -3.175939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 237823 members 
Entering Unmasked Estep 
Score: -31759376.000000 Penalty: 6144.426270
	Iteration 63Q: 3 clusters Score -3.175938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 237847 members 
Entering Unmasked Estep 
Score: -31759388.000000 Penalty: 6144.426270
	Iteration 64Q: 3 clusters Score -3.175939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 237882 members 
Entering Unmasked Estep 
Score: -31759392.000000 Penalty: 6144.426270
	Iteration 65Q: 3 clusters Score -3.175939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 237922 members 
Entering Unmasked Estep 
Score: -31759410.000000 Penalty: 6144.426270
	Iteration 66Q: 3 clusters Score -3.175941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 237955 members 
Entering Unmasked Estep 
Score: -31759400.000000 Penalty: 6144.426270
	Iteration 67Q: 3 clusters Score -3.17594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 237987 members 
Entering Unmasked Estep 
Score: -31759424.000000 Penalty: 6144.426270
	Iteration 68Q: 3 clusters Score -3.175942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 238020 members 
Entering Unmasked Estep 
Score: -31759414.000000 Penalty: 6144.426270
	Iteration 69Q: 3 clusters Score -3.175941e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 238054 members 
Entering Unmasked Estep 
Score: -31759422.000000 Penalty: 6144.426270
	Iteration 70Q: 3 clusters Score -3.175942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 238087 members 
Entering Unmasked Estep 
Score: -31759472.000000 Penalty: 6144.426270
	Iteration 71Q: 3 clusters Score -3.175947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 238110 members 
Entering Unmasked Estep 
Score: -31759512.000000 Penalty: 6144.426270
	Iteration 72Q: 3 clusters Score -3.175951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 238126 members 
Entering Unmasked Estep 
Score: -31759508.000000 Penalty: 6144.426270
	Iteration 73Q: 3 clusters Score -3.175951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 238151 members 
Entering Unmasked Estep 
Score: -31759514.000000 Penalty: 6144.426270
	Iteration 74Q: 3 clusters Score -3.175951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 238164 members 
Entering Unmasked Estep 
Score: -31759522.000000 Penalty: 6144.426270
	Iteration 75Q: 3 clusters Score -3.175952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 238172 members 
Entering Unmasked Estep 
Score: -31759514.000000 Penalty: 6144.426270
	Iteration 76Q: 3 clusters Score -3.175951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 238176 members 
Entering Unmasked Estep 
Score: -31759534.000000 Penalty: 6144.426270
	Iteration 77Q: 3 clusters Score -3.175953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 238182 members 
Entering Unmasked Estep 
Score: -31759522.000000 Penalty: 6144.426270
	Iteration 78Q: 3 clusters Score -3.175952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 238188 members 
Entering Unmasked Estep 
Score: -31759560.000000 Penalty: 6144.426270
	Iteration 79Q: 3 clusters Score -3.175956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 238194 members 
Entering Unmasked Estep 
Score: -31759554.000000 Penalty: 6144.426270
	Iteration 80F: 3 clusters Score -3.175955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 238199 members 
Entering Unmasked Estep 
Score: -31759564.000000 Penalty: 6144.426270
	Iteration 81Q: 3 clusters Score -3.175956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 238201 members 
Entering Unmasked Estep 
Score: -31759572.000000 Penalty: 6144.426270
	Iteration 82Q: 3 clusters Score -3.175957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 238202 members 
Entering Unmasked Estep 
Score: -31759558.000000 Penalty: 6144.426270
	Iteration 83Q: 3 clusters Score -3.175956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 238205 members 
Entering Unmasked Estep 
Score: -31759568.000000 Penalty: 6144.426270
	Iteration 84Q: 3 clusters Score -3.175957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 238206 members 
Entering Unmasked Estep 
Score: -31759574.000000 Penalty: 6144.426270
	Iteration 85Q: 3 clusters Score -3.175957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 238206 members 
Entering Unmasked Estep 
Score: -31759574.000000 Penalty: 6144.426270
	Iteration 86F: 3 clusters Score -3.175957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Entering Unmasked Estep 
Score: -4354616.000000 Penalty: 2574.501953
	Iteration 0F: 2 clusters Score -4354616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4332562.000000 Penalty: 5149.003906
	Iteration 0F: 3 clusters Score -4332562 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4340933.000000 Penalty: 5149.003906
	Iteration 1F: 3 clusters Score -4340933 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4341747.000000 Penalty: 5149.003906
	Iteration 2F: 3 clusters Score -4341747 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4342611.500000 Penalty: 5149.003906
	Iteration 3F: 3 clusters Score -4342612 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4343567.500000 Penalty: 5149.003906
	Iteration 4F: 3 clusters Score -4343568 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4344734.000000 Penalty: 5149.003906
	Iteration 5F: 3 clusters Score -4344734 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4346231.500000 Penalty: 5149.003906
	Iteration 6F: 3 clusters Score -4346232 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4347601.500000 Penalty: 5149.003906
	Iteration 7F: 3 clusters Score -4347602 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4348624.000000 Penalty: 5149.003906
	Iteration 8F: 3 clusters Score -4348624 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4349112.500000 Penalty: 5149.003906
	Iteration 9Q: 3 clusters Score -4349112 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4349314.000000 Penalty: 5149.003906
	Iteration 10Q: 3 clusters Score -4349314 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4349414.500000 Penalty: 5149.003906
	Iteration 11Q: 3 clusters Score -4349414 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4349464.500000 Penalty: 5149.003906
	Iteration 12Q: 3 clusters Score -4349464 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4349528.000000 Penalty: 5149.003906
	Iteration 13Q: 3 clusters Score -4349528 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4349597.500000 Penalty: 5149.003906
	Iteration 14Q: 3 clusters Score -4349598 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4349668.000000 Penalty: 5149.003906
	Iteration 15Q: 3 clusters Score -4349668 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4349709.000000 Penalty: 5149.003906
	Iteration 16Q: 3 clusters Score -4349709 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4349757.000000 Penalty: 5149.003906
	Iteration 17Q: 3 clusters Score -4349757 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4349800.000000 Penalty: 5149.003906
	Iteration 18Q: 3 clusters Score -4349800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4349827.000000 Penalty: 5149.003906
	Iteration 19Q: 3 clusters Score -4349827 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4349856.000000 Penalty: 5149.003906
	Iteration 20F: 3 clusters Score -4349856 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4349901.000000 Penalty: 5149.003906
	Iteration 21Q: 3 clusters Score -4349901 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4349950.000000 Penalty: 5149.003906
	Iteration 22Q: 3 clusters Score -4349950 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4349985.000000 Penalty: 5149.003906
	Iteration 23Q: 3 clusters Score -4349985 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4350019.500000 Penalty: 5149.003906
	Iteration 24Q: 3 clusters Score -4350020 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4350049.500000 Penalty: 5149.003906
	Iteration 25Q: 3 clusters Score -4350050 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4350097.500000 Penalty: 5149.003906
	Iteration 26Q: 3 clusters Score -4350098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4350139.500000 Penalty: 5149.003906
	Iteration 27Q: 3 clusters Score -4350140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4350193.000000 Penalty: 5149.003906
	Iteration 28Q: 3 clusters Score -4350193 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4350216.500000 Penalty: 5149.003906
	Iteration 29Q: 3 clusters Score -4350216 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4350252.000000 Penalty: 5149.003906
	Iteration 30Q: 3 clusters Score -4350252 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4350282.500000 Penalty: 5149.003906
	Iteration 31Q: 3 clusters Score -4350282 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4350295.000000 Penalty: 5149.003906
	Iteration 32Q: 3 clusters Score -4350295 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4350333.500000 Penalty: 5149.003906
	Iteration 33Q: 3 clusters Score -4350334 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4350358.000000 Penalty: 5149.003906
	Iteration 34Q: 3 clusters Score -4350358 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4350373.000000 Penalty: 5149.003906
	Iteration 35Q: 3 clusters Score -4350373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4350396.000000 Penalty: 5149.003906
	Iteration 36Q: 3 clusters Score -4350396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4350432.500000 Penalty: 5149.003906
	Iteration 37Q: 3 clusters Score -4350432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -4350447.500000 Penalty: 5149.003906
	Iteration 38Q: 3 clusters Score -4350448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4350477.000000 Penalty: 5149.003906
	Iteration 39Q: 3 clusters Score -4350477 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4350488.000000 Penalty: 5149.003906
	Iteration 40F: 3 clusters Score -4350488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4350489.000000 Penalty: 5149.003906
	Iteration 41Q: 3 clusters Score -4350489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4350519.000000 Penalty: 5149.003906
	Iteration 42Q: 3 clusters Score -4350519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4350530.500000 Penalty: 5149.003906
	Iteration 43Q: 3 clusters Score -4350530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4350552.500000 Penalty: 5149.003906
	Iteration 44Q: 3 clusters Score -4350552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4350563.500000 Penalty: 5149.003906
	Iteration 45Q: 3 clusters Score -4350564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4350581.500000 Penalty: 5149.003906
	Iteration 46Q: 3 clusters Score -4350582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4350610.500000 Penalty: 5149.003906
	Iteration 47Q: 3 clusters Score -4350610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4350616.500000 Penalty: 5149.003906
	Iteration 48Q: 3 clusters Score -4350616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4350648.500000 Penalty: 5149.003906
	Iteration 49Q: 3 clusters Score -4350648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -4350693.000000 Penalty: 5149.003906
	Iteration 50Q: 3 clusters Score -4350693 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4350728.000000 Penalty: 5149.003906
	Iteration 51Q: 3 clusters Score -4350728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4350756.500000 Penalty: 5149.003906
	Iteration 52Q: 3 clusters Score -4350756 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4350801.500000 Penalty: 5149.003906
	Iteration 53Q: 3 clusters Score -4350802 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4350849.500000 Penalty: 5149.003906
	Iteration 54Q: 3 clusters Score -4350850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4350894.500000 Penalty: 5149.003906
	Iteration 55Q: 3 clusters Score -4350894 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4350955.500000 Penalty: 5149.003906
	Iteration 56Q: 3 clusters Score -4350956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4350994.000000 Penalty: 5149.003906
	Iteration 57Q: 3 clusters Score -4350994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4351050.000000 Penalty: 5149.003906
	Iteration 58Q: 3 clusters Score -4351050 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4351089.000000 Penalty: 5149.003906
	Iteration 59Q: 3 clusters Score -4351089 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4351152.500000 Penalty: 5149.003906
	Iteration 60F: 3 clusters Score -4351152 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4351193.500000 Penalty: 5149.003906
	Iteration 61Q: 3 clusters Score -4351194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4351242.500000 Penalty: 5149.003906
	Iteration 62Q: 3 clusters Score -4351242 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4351303.000000 Penalty: 5149.003906
	Iteration 63Q: 3 clusters Score -4351303 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4351363.500000 Penalty: 5149.003906
	Iteration 64Q: 3 clusters Score -4351364 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4351410.000000 Penalty: 5149.003906
	Iteration 65Q: 3 clusters Score -4351410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4351461.000000 Penalty: 5149.003906
	Iteration 66Q: 3 clusters Score -4351461 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4351510.000000 Penalty: 5149.003906
	Iteration 67Q: 3 clusters Score -4351510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4351560.500000 Penalty: 5149.003906
	Iteration 68Q: 3 clusters Score -4351560 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4351618.500000 Penalty: 5149.003906
	Iteration 69Q: 3 clusters Score -4351618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4351658.500000 Penalty: 5149.003906
	Iteration 70Q: 3 clusters Score -4351658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4351710.000000 Penalty: 5149.003906
	Iteration 71Q: 3 clusters Score -4351710 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4351753.000000 Penalty: 5149.003906
	Iteration 72Q: 3 clusters Score -4351753 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4351811.500000 Penalty: 5149.003906
	Iteration 73Q: 3 clusters Score -4351812 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4351858.500000 Penalty: 5149.003906
	Iteration 74Q: 3 clusters Score -4351858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4351910.500000 Penalty: 5149.003906
	Iteration 75Q: 3 clusters Score -4351910 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4351973.500000 Penalty: 5149.003906
	Iteration 76Q: 3 clusters Score -4351974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4352013.500000 Penalty: 5149.003906
	Iteration 77Q: 3 clusters Score -4352014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4352050.000000 Penalty: 5149.003906
	Iteration 78Q: 3 clusters Score -4352050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4352079.000000 Penalty: 5149.003906
	Iteration 79Q: 3 clusters Score -4352079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4352120.500000 Penalty: 5149.003906
	Iteration 80F: 3 clusters Score -4352120 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4352140.000000 Penalty: 5149.003906
	Iteration 81Q: 3 clusters Score -4352140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4352178.000000 Penalty: 5149.003906
	Iteration 82Q: 3 clusters Score -4352178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4352205.000000 Penalty: 5149.003906
	Iteration 83Q: 3 clusters Score -4352205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4352238.500000 Penalty: 5149.003906
	Iteration 84Q: 3 clusters Score -4352238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4352253.000000 Penalty: 5149.003906
	Iteration 85Q: 3 clusters Score -4352253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4352268.500000 Penalty: 5149.003906
	Iteration 86Q: 3 clusters Score -4352268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4352293.000000 Penalty: 5149.003906
	Iteration 87Q: 3 clusters Score -4352293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4352311.500000 Penalty: 5149.003906
	Iteration 88Q: 3 clusters Score -4352312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4352341.000000 Penalty: 5149.003906
	Iteration 89Q: 3 clusters Score -4352341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4352347.500000 Penalty: 5149.003906
	Iteration 90Q: 3 clusters Score -4352348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4352357.000000 Penalty: 5149.003906
	Iteration 91Q: 3 clusters Score -4352357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4352360.500000 Penalty: 5149.003906
	Iteration 92Q: 3 clusters Score -4352360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4352371.000000 Penalty: 5149.003906
	Iteration 93Q: 3 clusters Score -4352371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4352374.000000 Penalty: 5149.003906
	Iteration 94Q: 3 clusters Score -4352374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4352389.000000 Penalty: 5149.003906
	Iteration 95Q: 3 clusters Score -4352389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4352402.000000 Penalty: 5149.003906
	Iteration 96Q: 3 clusters Score -4352402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4352411.500000 Penalty: 5149.003906
	Iteration 97Q: 3 clusters Score -4352412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4352421.000000 Penalty: 5149.003906
	Iteration 98Q: 3 clusters Score -4352421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4352425.500000 Penalty: 5149.003906
	Iteration 99Q: 3 clusters Score -4352426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4352433.500000 Penalty: 5149.003906
	Iteration 100F: 3 clusters Score -4352434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4352438.500000 Penalty: 5149.003906
	Iteration 101Q: 3 clusters Score -4352438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4352449.000000 Penalty: 5149.003906
	Iteration 102Q: 3 clusters Score -4352449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4352454.500000 Penalty: 5149.003906
	Iteration 103Q: 3 clusters Score -4352454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4352467.000000 Penalty: 5149.003906
	Iteration 104Q: 3 clusters Score -4352467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4352470.500000 Penalty: 5149.003906
	Iteration 105Q: 3 clusters Score -4352470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4352475.500000 Penalty: 5149.003906
	Iteration 106Q: 3 clusters Score -4352476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4352485.500000 Penalty: 5149.003906
	Iteration 107Q: 3 clusters Score -4352486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4352485.000000 Penalty: 5149.003906
	Iteration 108Q: 3 clusters Score -4352485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4352482.500000 Penalty: 5149.003906
	Iteration 109Q: 3 clusters Score -4352482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4352491.000000 Penalty: 5149.003906
	Iteration 110Q: 3 clusters Score -4352491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4352491.000000 Penalty: 5149.003906
	Iteration 111Q: 3 clusters Score -4352491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4352494.000000 Penalty: 5149.003906
	Iteration 112Q: 3 clusters Score -4352494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4352493.000000 Penalty: 5149.003906
	Iteration 113Q: 3 clusters Score -4352493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4352491.000000 Penalty: 5149.003906
	Iteration 114Q: 3 clusters Score -4352491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4352491.500000 Penalty: 5149.003906
	Iteration 115Q: 3 clusters Score -4352492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4352499.500000 Penalty: 5149.003906
	Iteration 116Q: 3 clusters Score -4352500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4352496.500000 Penalty: 5149.003906
	Iteration 117Q: 3 clusters Score -4352496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4352497.000000 Penalty: 5149.003906
	Iteration 118Q: 3 clusters Score -4352497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4352497.500000 Penalty: 5149.003906
	Iteration 119Q: 3 clusters Score -4352498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4352497.500000 Penalty: 5149.003906
	Iteration 120F: 3 clusters Score -4352498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -144336.031250 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -144336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142322.515625 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -142322.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142630.921875 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -142630.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142731.703125 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -142731.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142778.437500 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -142778.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142797.828125 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -142797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142805.250000 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -142805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142809.343750 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -142809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142811.703125 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -142811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142811.703125 Penalty: 3472.617676
	Iteration 8F: 3 clusters Score -142811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Entering Unmasked Estep 
Score: -6471948.000000 Penalty: 2684.734375
	Iteration 0F: 2 clusters Score -6471948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6437801.500000 Penalty: 5369.468750
	Iteration 0F: 3 clusters Score -6437802 nChanged 23379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6451184.500000 Penalty: 5369.468750
	Iteration 1F: 3 clusters Score -6451184 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -6452738.000000 Penalty: 5369.468750
	Iteration 2Q: 3 clusters Score -6452738 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6454762.500000 Penalty: 5369.468750
	Iteration 3F: 3 clusters Score -6454762 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6456904.500000 Penalty: 5369.468750
	Iteration 4F: 3 clusters Score -6456904 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -6459103.500000 Penalty: 5369.468750
	Iteration 5F: 3 clusters Score -6459104 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -6461330.000000 Penalty: 5369.468750
	Iteration 6F: 3 clusters Score -6461330 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -6463125.000000 Penalty: 5369.468750
	Iteration 7F: 3 clusters Score -6463125 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -6464430.000000 Penalty: 5369.468750
	Iteration 8F: 3 clusters Score -6464430 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -6465175.500000 Penalty: 5369.468750
	Iteration 9Q: 3 clusters Score -6465176 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -6465560.500000 Penalty: 5369.468750
	Iteration 10Q: 3 clusters Score -6465560 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -6465759.000000 Penalty: 5369.468750
	Iteration 11Q: 3 clusters Score -6465759 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -6465848.500000 Penalty: 5369.468750
	Iteration 12Q: 3 clusters Score -6465848 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -6465890.000000 Penalty: 5369.468750
	Iteration 13Q: 3 clusters Score -6465890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6465897.000000 Penalty: 5369.468750
	Iteration 14Q: 3 clusters Score -6465897 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -6465915.000000 Penalty: 5369.468750
	Iteration 15Q: 3 clusters Score -6465915 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -6465940.500000 Penalty: 5369.468750
	Iteration 16Q: 3 clusters Score -6465940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -6465960.500000 Penalty: 5369.468750
	Iteration 17Q: 3 clusters Score -6465960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -6465977.500000 Penalty: 5369.468750
	Iteration 18Q: 3 clusters Score -6465978 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -6466012.500000 Penalty: 5369.468750
	Iteration 19Q: 3 clusters Score -6466012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -6466039.500000 Penalty: 5369.468750
	Iteration 20F: 3 clusters Score -6466040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -6466076.500000 Penalty: 5369.468750
	Iteration 21Q: 3 clusters Score -6466076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6466121.500000 Penalty: 5369.468750
	Iteration 22Q: 3 clusters Score -6466122 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -6466140.500000 Penalty: 5369.468750
	Iteration 23Q: 3 clusters Score -6466140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6466217.500000 Penalty: 5369.468750
	Iteration 24Q: 3 clusters Score -6466218 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6466321.000000 Penalty: 5369.468750
	Iteration 25Q: 3 clusters Score -6466321 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -6466465.000000 Penalty: 5369.468750
	Iteration 26Q: 3 clusters Score -6466465 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -6466757.500000 Penalty: 5369.468750
	Iteration 27Q: 3 clusters Score -6466758 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -6467207.000000 Penalty: 5369.468750
	Iteration 28Q: 3 clusters Score -6467207 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -6467899.500000 Penalty: 5369.468750
	Iteration 29Q: 3 clusters Score -6467900 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -6469006.500000 Penalty: 5369.468750
	Iteration 30Q: 3 clusters Score -6469006 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -6470458.500000 Penalty: 5369.468750
	Iteration 31Q: 3 clusters Score -6470458 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -6471626.000000 Penalty: 5369.468750
	Iteration 32Q: 3 clusters Score -6471626 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6472436.500000 Penalty: 5369.468750
	Iteration 33Q: 3 clusters Score -6472436 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6472910.000000 Penalty: 5369.468750
	Iteration 34Q: 3 clusters Score -6472910 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6473133.000000 Penalty: 5369.468750
	Iteration 35Q: 3 clusters Score -6473133 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6473239.000000 Penalty: 5369.468750
	Iteration 36Q: 3 clusters Score -6473239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6473280.500000 Penalty: 5369.468750
	Iteration 37Q: 3 clusters Score -6473280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6473313.000000 Penalty: 5369.468750
	Iteration 38Q: 3 clusters Score -6473313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6473346.000000 Penalty: 5369.468750
	Iteration 39Q: 3 clusters Score -6473346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6473386.000000 Penalty: 5369.468750
	Iteration 40F: 3 clusters Score -6473386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6473421.000000 Penalty: 5369.468750
	Iteration 41Q: 3 clusters Score -6473421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6473430.500000 Penalty: 5369.468750
	Iteration 42Q: 3 clusters Score -6473430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6473422.000000 Penalty: 5369.468750
	Iteration 43Q: 3 clusters Score -6473422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6473431.500000 Penalty: 5369.468750
	Iteration 44Q: 3 clusters Score -6473432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6473435.500000 Penalty: 5369.468750
	Iteration 45Q: 3 clusters Score -6473436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6473441.500000 Penalty: 5369.468750
	Iteration 46Q: 3 clusters Score -6473442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6473447.500000 Penalty: 5369.468750
	Iteration 47Q: 3 clusters Score -6473448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6473450.000000 Penalty: 5369.468750
	Iteration 48Q: 3 clusters Score -6473450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6473446.000000 Penalty: 5369.468750
	Iteration 49Q: 3 clusters Score -6473446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6473446.500000 Penalty: 5369.468750
	Iteration 50Q: 3 clusters Score -6473446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6473450.500000 Penalty: 5369.468750
	Iteration 51Q: 3 clusters Score -6473450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6473451.500000 Penalty: 5369.468750
	Iteration 52Q: 3 clusters Score -6473452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6473450.000000 Penalty: 5369.468750
	Iteration 53Q: 3 clusters Score -6473450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6473451.500000 Penalty: 5369.468750
	Iteration 54Q: 3 clusters Score -6473452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6473456.000000 Penalty: 5369.468750
	Iteration 55Q: 3 clusters Score -6473456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6473452.000000 Penalty: 5369.468750
	Iteration 56Q: 3 clusters Score -6473452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6473455.500000 Penalty: 5369.468750
	Iteration 57Q: 3 clusters Score -6473456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6473453.500000 Penalty: 5369.468750
	Iteration 58Q: 3 clusters Score -6473454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6473453.000000 Penalty: 5369.468750
	Iteration 59Q: 3 clusters Score -6473453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6473453.000000 Penalty: 5369.468750
	Iteration 60F: 3 clusters Score -6473453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 3 contains 184197 members 
Mstep: Class 4 contains 26370 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 38420 members 
Mstep: Class 7 contains 239895 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 48024 members 
Mstep: Class 11 contains 72291 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 58435 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 18 contains 109808 members 
Mstep: Class 20 contains 23631 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 161131 members 
Entering Unmasked Estep 
Score: -135201968.000000 Penalty: 61823.992188
Splitting cluster 10 changes total score from -135199808.000000 to -135201968.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (72291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Entering Unmasked Estep 
Score: -9656868.000000 Penalty: 2774.736816
	Iteration 0F: 2 clusters Score -9656868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -9608209.000000 Penalty: 5549.473633
	Iteration 0F: 3 clusters Score -9608209 nChanged 33934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -9627498.000000 Penalty: 5549.473633
	Iteration 1F: 3 clusters Score -9627498 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9627988.000000 Penalty: 5549.473633
	Iteration 2Q: 3 clusters Score -9627988 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -9628569.000000 Penalty: 5549.473633
	Iteration 3Q: 3 clusters Score -9628569 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -9629232.000000 Penalty: 5549.473633
	Iteration 4Q: 3 clusters Score -9629232 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -9630081.000000 Penalty: 5549.473633
	Iteration 5Q: 3 clusters Score -9630081 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9631185.000000 Penalty: 5549.473633
	Iteration 6Q: 3 clusters Score -9631185 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -9632769.000000 Penalty: 5549.473633
	Iteration 7Q: 3 clusters Score -9632769 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9635181.000000 Penalty: 5549.473633
	Iteration 8F: 3 clusters Score -9635181 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -9638344.000000 Penalty: 5549.473633
	Iteration 9F: 3 clusters Score -9638344 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -9642019.000000 Penalty: 5549.473633
	Iteration 10F: 3 clusters Score -9642019 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -9645733.000000 Penalty: 5549.473633
	Iteration 11F: 3 clusters Score -9645733 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -9648717.000000 Penalty: 5549.473633
	Iteration 12Q: 3 clusters Score -9648717 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -9650813.000000 Penalty: 5549.473633
	Iteration 13Q: 3 clusters Score -9650813 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -9652066.000000 Penalty: 5549.473633
	Iteration 14Q: 3 clusters Score -9652066 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -9652930.000000 Penalty: 5549.473633
	Iteration 15Q: 3 clusters Score -9652930 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -9653421.000000 Penalty: 5549.473633
	Iteration 16Q: 3 clusters Score -9653421 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -9653768.000000 Penalty: 5549.473633
	Iteration 17Q: 3 clusters Score -9653768 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -9654005.000000 Penalty: 5549.473633
	Iteration 18Q: 3 clusters Score -9654005 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -9654151.000000 Penalty: 5549.473633
	Iteration 19Q: 3 clusters Score -9654151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9654258.000000 Penalty: 5549.473633
	Iteration 20F: 3 clusters Score -9654258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9654304.000000 Penalty: 5549.473633
	Iteration 21Q: 3 clusters Score -9654304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -9654349.000000 Penalty: 5549.473633
	Iteration 22Q: 3 clusters Score -9654349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9654388.000000 Penalty: 5549.473633
	Iteration 23Q: 3 clusters Score -9654388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -9654403.000000 Penalty: 5549.473633
	Iteration 24Q: 3 clusters Score -9654403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -9654415.000000 Penalty: 5549.473633
	Iteration 25Q: 3 clusters Score -9654415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -9654429.000000 Penalty: 5549.473633
	Iteration 26Q: 3 clusters Score -9654429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -9654440.000000 Penalty: 5549.473633
	Iteration 27Q: 3 clusters Score -9654440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -9654445.000000 Penalty: 5549.473633
	Iteration 28Q: 3 clusters Score -9654445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -9654469.000000 Penalty: 5549.473633
	Iteration 29Q: 3 clusters Score -9654469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -9654476.000000 Penalty: 5549.473633
	Iteration 30Q: 3 clusters Score -9654476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -9654479.000000 Penalty: 5549.473633
	Iteration 31Q: 3 clusters Score -9654479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -9654482.000000 Penalty: 5549.473633
	Iteration 32Q: 3 clusters Score -9654482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9654493.000000 Penalty: 5549.473633
	Iteration 33Q: 3 clusters Score -9654493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -9654501.000000 Penalty: 5549.473633
	Iteration 34Q: 3 clusters Score -9654501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -9654516.000000 Penalty: 5549.473633
	Iteration 35Q: 3 clusters Score -9654516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -9654511.000000 Penalty: 5549.473633
	Iteration 36Q: 3 clusters Score -9654511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -9654513.000000 Penalty: 5549.473633
	Iteration 37Q: 3 clusters Score -9654513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -9654527.000000 Penalty: 5549.473633
	Iteration 38Q: 3 clusters Score -9654527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -9654529.000000 Penalty: 5549.473633
	Iteration 39Q: 3 clusters Score -9654529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -9654533.000000 Penalty: 5549.473633
	Iteration 40F: 3 clusters Score -9654533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -9654545.000000 Penalty: 5549.473633
	Iteration 41Q: 3 clusters Score -9654545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -9654541.000000 Penalty: 5549.473633
	Iteration 42Q: 3 clusters Score -9654541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -9654544.000000 Penalty: 5549.473633
	Iteration 43Q: 3 clusters Score -9654544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -9654547.000000 Penalty: 5549.473633
	Iteration 44Q: 3 clusters Score -9654547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -9654547.000000 Penalty: 5549.473633
	Iteration 45F: 3 clusters Score -9654547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -270311.218750 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -270311.2 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 1110 members 
Entering Unmasked Estep 
Score: -267573.656250 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -267573.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -268155.625000 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -268155.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -268383.781250 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -268383.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268528.250000 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -268528.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -268641.531250 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -268641.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268739.718750 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -268739.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -268803.718750 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -268803.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -268856.625000 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -268856.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268881.281250 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -268881.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268895.437500 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -268895.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -268905.843750 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -268905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268916.875000 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -268916.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -268923.093750 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -268923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -268928.718750 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -268928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -268933.156250 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -268933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -268937.968750 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -268938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -268941.843750 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -268941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268944.750000 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -268944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268947.187500 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -268947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -268947.625000 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -268947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -268948.218750 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -268948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268948.343750 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -268948.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268948.343750 Penalty: 3819.121826
	Iteration 22F: 3 clusters Score -268948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Entering Unmasked Estep 
Score: -7860837.000000 Penalty: 2721.966064
	Iteration 0F: 2 clusters Score -7860837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -7821305.500000 Penalty: 5443.932129
	Iteration 0F: 3 clusters Score -7821306 nChanged 27335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -7836871.000000 Penalty: 5443.932129
	Iteration 1F: 3 clusters Score -7836871 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -7837467.000000 Penalty: 5443.932129
	Iteration 2Q: 3 clusters Score -7837467 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7838147.500000 Penalty: 5443.932129
	Iteration 3Q: 3 clusters Score -7838148 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -7839015.000000 Penalty: 5443.932129
	Iteration 4Q: 3 clusters Score -7839015 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -7840060.500000 Penalty: 5443.932129
	Iteration 5Q: 3 clusters Score -7840060 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -7841447.000000 Penalty: 5443.932129
	Iteration 6Q: 3 clusters Score -7841447 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7843077.500000 Penalty: 5443.932129
	Iteration 7Q: 3 clusters Score -7843078 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -7844984.500000 Penalty: 5443.932129
	Iteration 8F: 3 clusters Score -7844984 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7846920.500000 Penalty: 5443.932129
	Iteration 9F: 3 clusters Score -7846920 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7848902.000000 Penalty: 5443.932129
	Iteration 10F: 3 clusters Score -7848902 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -7850643.000000 Penalty: 5443.932129
	Iteration 11Q: 3 clusters Score -7850643 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -7852081.500000 Penalty: 5443.932129
	Iteration 12Q: 3 clusters Score -7852082 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -7853044.000000 Penalty: 5443.932129
	Iteration 13Q: 3 clusters Score -7853044 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -7853634.000000 Penalty: 5443.932129
	Iteration 14Q: 3 clusters Score -7853634 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -7853982.000000 Penalty: 5443.932129
	Iteration 15Q: 3 clusters Score -7853982 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -7854241.500000 Penalty: 5443.932129
	Iteration 16Q: 3 clusters Score -7854242 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -7854417.500000 Penalty: 5443.932129
	Iteration 17Q: 3 clusters Score -7854418 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -7854607.500000 Penalty: 5443.932129
	Iteration 18Q: 3 clusters Score -7854608 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7854772.500000 Penalty: 5443.932129
	Iteration 19Q: 3 clusters Score -7854772 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -7854976.000000 Penalty: 5443.932129
	Iteration 20F: 3 clusters Score -7854976 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -7855163.500000 Penalty: 5443.932129
	Iteration 21Q: 3 clusters Score -7855164 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -7855362.000000 Penalty: 5443.932129
	Iteration 22Q: 3 clusters Score -7855362 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -7855500.500000 Penalty: 5443.932129
	Iteration 23Q: 3 clusters Score -7855500 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7855757.000000 Penalty: 5443.932129
	Iteration 24Q: 3 clusters Score -7855757 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -7855962.500000 Penalty: 5443.932129
	Iteration 25Q: 3 clusters Score -7855962 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -7856128.000000 Penalty: 5443.932129
	Iteration 26Q: 3 clusters Score -7856128 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7856382.500000 Penalty: 5443.932129
	Iteration 27Q: 3 clusters Score -7856382 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7856575.000000 Penalty: 5443.932129
	Iteration 28Q: 3 clusters Score -7856575 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7856777.500000 Penalty: 5443.932129
	Iteration 29Q: 3 clusters Score -7856778 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7856971.500000 Penalty: 5443.932129
	Iteration 30Q: 3 clusters Score -7856972 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7857120.000000 Penalty: 5443.932129
	Iteration 31Q: 3 clusters Score -7857120 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7857258.000000 Penalty: 5443.932129
	Iteration 32Q: 3 clusters Score -7857258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7857395.500000 Penalty: 5443.932129
	Iteration 33Q: 3 clusters Score -7857396 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7857518.000000 Penalty: 5443.932129
	Iteration 34Q: 3 clusters Score -7857518 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7857588.500000 Penalty: 5443.932129
	Iteration 35Q: 3 clusters Score -7857588 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7857693.500000 Penalty: 5443.932129
	Iteration 36Q: 3 clusters Score -7857694 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7857774.000000 Penalty: 5443.932129
	Iteration 37Q: 3 clusters Score -7857774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7857861.000000 Penalty: 5443.932129
	Iteration 38Q: 3 clusters Score -7857861 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7857937.000000 Penalty: 5443.932129
	Iteration 39Q: 3 clusters Score -7857937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7858032.000000 Penalty: 5443.932129
	Iteration 40F: 3 clusters Score -7858032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7858125.500000 Penalty: 5443.932129
	Iteration 41Q: 3 clusters Score -7858126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7858189.500000 Penalty: 5443.932129
	Iteration 42Q: 3 clusters Score -7858190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7858221.500000 Penalty: 5443.932129
	Iteration 43Q: 3 clusters Score -7858222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7858265.000000 Penalty: 5443.932129
	Iteration 44Q: 3 clusters Score -7858265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7858292.500000 Penalty: 5443.932129
	Iteration 45Q: 3 clusters Score -7858292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7858295.000000 Penalty: 5443.932129
	Iteration 46Q: 3 clusters Score -7858295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7858331.000000 Penalty: 5443.932129
	Iteration 47Q: 3 clusters Score -7858331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7858357.000000 Penalty: 5443.932129
	Iteration 48Q: 3 clusters Score -7858357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7858369.500000 Penalty: 5443.932129
	Iteration 49Q: 3 clusters Score -7858370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7858390.000000 Penalty: 5443.932129
	Iteration 50Q: 3 clusters Score -7858390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7858403.500000 Penalty: 5443.932129
	Iteration 51Q: 3 clusters Score -7858404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7858411.500000 Penalty: 5443.932129
	Iteration 52Q: 3 clusters Score -7858412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7858431.500000 Penalty: 5443.932129
	Iteration 53Q: 3 clusters Score -7858432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7858432.000000 Penalty: 5443.932129
	Iteration 54Q: 3 clusters Score -7858432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7858442.500000 Penalty: 5443.932129
	Iteration 55Q: 3 clusters Score -7858442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7858455.000000 Penalty: 5443.932129
	Iteration 56Q: 3 clusters Score -7858455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7858469.500000 Penalty: 5443.932129
	Iteration 57Q: 3 clusters Score -7858470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7858468.000000 Penalty: 5443.932129
	Iteration 58Q: 3 clusters Score -7858468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7858467.000000 Penalty: 5443.932129
	Iteration 59Q: 3 clusters Score -7858467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7858485.500000 Penalty: 5443.932129
	Iteration 60F: 3 clusters Score -7858486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7858477.500000 Penalty: 5443.932129
	Iteration 61Q: 3 clusters Score -7858478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7858480.000000 Penalty: 5443.932129
	Iteration 62Q: 3 clusters Score -7858480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7858478.500000 Penalty: 5443.932129
	Iteration 63Q: 3 clusters Score -7858478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7858490.000000 Penalty: 5443.932129
	Iteration 64Q: 3 clusters Score -7858490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7858489.500000 Penalty: 5443.932129
	Iteration 65Q: 3 clusters Score -7858490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7858496.500000 Penalty: 5443.932129
	Iteration 66Q: 3 clusters Score -7858496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7858496.000000 Penalty: 5443.932129
	Iteration 67Q: 3 clusters Score -7858496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7858504.000000 Penalty: 5443.932129
	Iteration 68Q: 3 clusters Score -7858504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7858500.500000 Penalty: 5443.932129
	Iteration 69Q: 3 clusters Score -7858500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7858505.500000 Penalty: 5443.932129
	Iteration 70Q: 3 clusters Score -7858506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7858513.000000 Penalty: 5443.932129
	Iteration 71Q: 3 clusters Score -7858513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7858515.500000 Penalty: 5443.932129
	Iteration 72Q: 3 clusters Score -7858516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7858513.500000 Penalty: 5443.932129
	Iteration 73Q: 3 clusters Score -7858514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7858521.500000 Penalty: 5443.932129
	Iteration 74Q: 3 clusters Score -7858522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7858520.500000 Penalty: 5443.932129
	Iteration 75Q: 3 clusters Score -7858520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7858520.500000 Penalty: 5443.932129
	Iteration 76F: 3 clusters Score -7858520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -216625.250000 Penalty: 1876.059692
	Iteration 0F: 2 clusters Score -216625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -214236.718750 Penalty: 3752.119385
	Iteration 0F: 3 clusters Score -214236.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -215483.093750 Penalty: 3752.119385
	Iteration 1F: 3 clusters Score -215483.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -216294.312500 Penalty: 3752.119385
	Iteration 2F: 3 clusters Score -216294.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -216926.250000 Penalty: 3752.119385
	Iteration 3F: 3 clusters Score -216926.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -217508.984375 Penalty: 3752.119385
	Iteration 4F: 3 clusters Score -217509 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218035.203125 Penalty: 3752.119385
	Iteration 5F: 3 clusters Score -218035.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -218397.421875 Penalty: 3752.119385
	Iteration 6F: 3 clusters Score -218397.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -218891.875000 Penalty: 3752.119385
	Iteration 7F: 3 clusters Score -218891.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219198.375000 Penalty: 3752.119385
	Iteration 8Q: 3 clusters Score -219198.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -219509.234375 Penalty: 3752.119385
	Iteration 9Q: 3 clusters Score -219509.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219711.453125 Penalty: 3752.119385
	Iteration 10Q: 3 clusters Score -219711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219863.468750 Penalty: 3752.119385
	Iteration 11Q: 3 clusters Score -219863.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219957.062500 Penalty: 3752.119385
	Iteration 12Q: 3 clusters Score -219957.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -220069.828125 Penalty: 3752.119385
	Iteration 13Q: 3 clusters Score -220069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -220240.312500 Penalty: 3752.119385
	Iteration 14Q: 3 clusters Score -220240.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220642.703125 Penalty: 3752.119385
	Iteration 15Q: 3 clusters Score -220642.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220944.843750 Penalty: 3752.119385
	Iteration 16Q: 3 clusters Score -220944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -220956.671875 Penalty: 3752.119385
	Iteration 17Q: 3 clusters Score -220956.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -220970.265625 Penalty: 3752.119385
	Iteration 18Q: 3 clusters Score -220970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -220983.359375 Penalty: 3752.119385
	Iteration 19Q: 3 clusters Score -220983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221013.812500 Penalty: 3752.119385
	Iteration 20F: 3 clusters Score -221013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -221132.281250 Penalty: 3752.119385
	Iteration 21Q: 3 clusters Score -221132.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -221361.640625 Penalty: 3752.119385
	Iteration 22Q: 3 clusters Score -221361.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -221480.437500 Penalty: 3752.119385
	Iteration 23Q: 3 clusters Score -221480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -221484.125000 Penalty: 3752.119385
	Iteration 24Q: 3 clusters Score -221484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -221484.171875 Penalty: 3752.119385
	Iteration 25F: 3 clusters Score -221484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -221495.312500 Penalty: 3752.119385
	Iteration 26Q: 3 clusters Score -221495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -221496.671875 Penalty: 3752.119385
	Iteration 27Q: 3 clusters Score -221496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -221496.671875 Penalty: 3752.119385
	Iteration 28F: 3 clusters Score -221496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 184197 members 
Mstep: Class 4 contains 26370 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 38420 members 
Mstep: Class 7 contains 239895 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 48024 members 
Mstep: Class 11 contains 72291 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 58435 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 18 contains 109808 members 
Mstep: Class 20 contains 23631 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 161131 members 
Entering Unmasked Estep 
Score: -135205104.000000 Penalty: 65258.660156
Splitting cluster 14 changes total score from -135199808.000000 to -135205104.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 15 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -179042.765625 Penalty: 1818.427612
	Iteration 0F: 2 clusters Score -179042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176888.062500 Penalty: 3636.855225
	Iteration 0F: 3 clusters Score -176888.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177513.437500 Penalty: 3636.855225
	Iteration 1F: 3 clusters Score -177513.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177808.187500 Penalty: 3636.855225
	Iteration 2F: 3 clusters Score -177808.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -178098.859375 Penalty: 3636.855225
	Iteration 3F: 3 clusters Score -178098.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178403.984375 Penalty: 3636.855225
	Iteration 4F: 3 clusters Score -178404 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -178604.062500 Penalty: 3636.855225
	Iteration 5F: 3 clusters Score -178604.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -178779.031250 Penalty: 3636.855225
	Iteration 6Q: 3 clusters Score -178779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -179042.359375 Penalty: 3636.855225
	Iteration 7Q: 3 clusters Score -179042.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -179427.250000 Penalty: 3636.855225
	Iteration 8Q: 3 clusters Score -179427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -179736.484375 Penalty: 3636.855225
	Iteration 9Q: 3 clusters Score -179736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179764.781250 Penalty: 3636.855225
	Iteration 10Q: 3 clusters Score -179764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -179768.359375 Penalty: 3636.855225
	Iteration 11Q: 3 clusters Score -179768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -179769.765625 Penalty: 3636.855225
	Iteration 12Q: 3 clusters Score -179769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -179769.765625 Penalty: 3636.855225
	Iteration 13F: 3 clusters Score -179769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 184197 members 
Mstep: Class 4 contains 26370 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 38420 members 
Mstep: Class 7 contains 239895 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 48024 members 
Mstep: Class 11 contains 72291 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 58435 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 341 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 18 contains 109808 members 
Mstep: Class 20 contains 23631 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 161131 members 
Entering Unmasked Estep 
Score: -135204448.000000 Penalty: 68693.328125
Splitting cluster 15 changes total score from -135199808.000000 to -135204448.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 18 (109808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Entering Unmasked Estep 
Score: -14687217.000000 Penalty: 2878.409180
	Iteration 0F: 2 clusters Score -1.468722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -14613978.000000 Penalty: 5756.818359
	Iteration 0F: 3 clusters Score -1.461398e+07 nChanged 51874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -14643750.000000 Penalty: 5756.818359
	Iteration 1F: 3 clusters Score -1.464375e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -14644531.000000 Penalty: 5756.818359
	Iteration 2Q: 3 clusters Score -1.464453e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -14645539.000000 Penalty: 5756.818359
	Iteration 3Q: 3 clusters Score -1.464554e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -14646738.000000 Penalty: 5756.818359
	Iteration 4Q: 3 clusters Score -1.464674e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -14648598.000000 Penalty: 5756.818359
	Iteration 5Q: 3 clusters Score -1.46486e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -14651037.000000 Penalty: 5756.818359
	Iteration 6Q: 3 clusters Score -1.465104e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -14654454.000000 Penalty: 5756.818359
	Iteration 7F: 3 clusters Score -1.465445e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -14659190.000000 Penalty: 5756.818359
	Iteration 8F: 3 clusters Score -1.465919e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -14664819.000000 Penalty: 5756.818359
	Iteration 9F: 3 clusters Score -1.466482e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -14669573.000000 Penalty: 5756.818359
	Iteration 10F: 3 clusters Score -1.466957e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -14671820.000000 Penalty: 5756.818359
	Iteration 11Q: 3 clusters Score -1.467182e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -14672724.000000 Penalty: 5756.818359
	Iteration 12Q: 3 clusters Score -1.467272e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -14673278.000000 Penalty: 5756.818359
	Iteration 13Q: 3 clusters Score -1.467328e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -14673602.000000 Penalty: 5756.818359
	Iteration 14Q: 3 clusters Score -1.46736e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -14674019.000000 Penalty: 5756.818359
	Iteration 15Q: 3 clusters Score -1.467402e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -14674379.000000 Penalty: 5756.818359
	Iteration 16Q: 3 clusters Score -1.467438e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -14674769.000000 Penalty: 5756.818359
	Iteration 17Q: 3 clusters Score -1.467477e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -14675071.000000 Penalty: 5756.818359
	Iteration 18Q: 3 clusters Score -1.467507e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -14675444.000000 Penalty: 5756.818359
	Iteration 19Q: 3 clusters Score -1.467544e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -14675814.000000 Penalty: 5756.818359
	Iteration 20F: 3 clusters Score -1.467581e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -14676117.000000 Penalty: 5756.818359
	Iteration 21Q: 3 clusters Score -1.467612e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -14676511.000000 Penalty: 5756.818359
	Iteration 22Q: 3 clusters Score -1.467651e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -14676714.000000 Penalty: 5756.818359
	Iteration 23Q: 3 clusters Score -1.467671e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -14676924.000000 Penalty: 5756.818359
	Iteration 24Q: 3 clusters Score -1.467692e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -14677239.000000 Penalty: 5756.818359
	Iteration 25Q: 3 clusters Score -1.467724e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -14677607.000000 Penalty: 5756.818359
	Iteration 26Q: 3 clusters Score -1.467761e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -14677901.000000 Penalty: 5756.818359
	Iteration 27Q: 3 clusters Score -1.46779e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -14678149.000000 Penalty: 5756.818359
	Iteration 28Q: 3 clusters Score -1.467815e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -14678411.000000 Penalty: 5756.818359
	Iteration 29Q: 3 clusters Score -1.467841e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -14678771.000000 Penalty: 5756.818359
	Iteration 30Q: 3 clusters Score -1.467877e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -14679088.000000 Penalty: 5756.818359
	Iteration 31Q: 3 clusters Score -1.467909e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -14679420.000000 Penalty: 5756.818359
	Iteration 32Q: 3 clusters Score -1.467942e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -14679758.000000 Penalty: 5756.818359
	Iteration 33Q: 3 clusters Score -1.467976e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -14680044.000000 Penalty: 5756.818359
	Iteration 34Q: 3 clusters Score -1.468004e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -14680331.000000 Penalty: 5756.818359
	Iteration 35Q: 3 clusters Score -1.468033e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -14680712.000000 Penalty: 5756.818359
	Iteration 36Q: 3 clusters Score -1.468071e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -14680975.000000 Penalty: 5756.818359
	Iteration 37Q: 3 clusters Score -1.468098e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -14681260.000000 Penalty: 5756.818359
	Iteration 38Q: 3 clusters Score -1.468126e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -14681715.000000 Penalty: 5756.818359
	Iteration 39Q: 3 clusters Score -1.468172e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -14681991.000000 Penalty: 5756.818359
	Iteration 40F: 3 clusters Score -1.468199e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -14682323.000000 Penalty: 5756.818359
	Iteration 41Q: 3 clusters Score -1.468232e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -14682628.000000 Penalty: 5756.818359
	Iteration 42Q: 3 clusters Score -1.468263e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -14682953.000000 Penalty: 5756.818359
	Iteration 43Q: 3 clusters Score -1.468295e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -14683199.000000 Penalty: 5756.818359
	Iteration 44Q: 3 clusters Score -1.46832e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -14683445.000000 Penalty: 5756.818359
	Iteration 45Q: 3 clusters Score -1.468344e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -14683641.000000 Penalty: 5756.818359
	Iteration 46Q: 3 clusters Score -1.468364e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -14683805.000000 Penalty: 5756.818359
	Iteration 47Q: 3 clusters Score -1.46838e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -14683975.000000 Penalty: 5756.818359
	Iteration 48Q: 3 clusters Score -1.468398e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -14684141.000000 Penalty: 5756.818359
	Iteration 49Q: 3 clusters Score -1.468414e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -14684233.000000 Penalty: 5756.818359
	Iteration 50Q: 3 clusters Score -1.468423e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -14684322.000000 Penalty: 5756.818359
	Iteration 51Q: 3 clusters Score -1.468432e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -14684470.000000 Penalty: 5756.818359
	Iteration 52Q: 3 clusters Score -1.468447e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103682 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -14684513.000000 Penalty: 5756.818359
	Iteration 53Q: 3 clusters Score -1.468451e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -14684603.000000 Penalty: 5756.818359
	Iteration 54Q: 3 clusters Score -1.46846e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -14684731.000000 Penalty: 5756.818359
	Iteration 55Q: 3 clusters Score -1.468473e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -14684844.000000 Penalty: 5756.818359
	Iteration 56Q: 3 clusters Score -1.468484e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -14684920.000000 Penalty: 5756.818359
	Iteration 57Q: 3 clusters Score -1.468492e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -14685025.000000 Penalty: 5756.818359
	Iteration 58Q: 3 clusters Score -1.468502e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -14685086.000000 Penalty: 5756.818359
	Iteration 59Q: 3 clusters Score -1.468509e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -14685174.000000 Penalty: 5756.818359
	Iteration 60F: 3 clusters Score -1.468517e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -14685232.000000 Penalty: 5756.818359
	Iteration 61Q: 3 clusters Score -1.468523e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -14685260.000000 Penalty: 5756.818359
	Iteration 62Q: 3 clusters Score -1.468526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14685287.000000 Penalty: 5756.818359
	Iteration 63Q: 3 clusters Score -1.468529e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -14685316.000000 Penalty: 5756.818359
	Iteration 64Q: 3 clusters Score -1.468532e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -14685371.000000 Penalty: 5756.818359
	Iteration 65Q: 3 clusters Score -1.468537e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -14685364.000000 Penalty: 5756.818359
	Iteration 66Q: 3 clusters Score -1.468536e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -14685389.000000 Penalty: 5756.818359
	Iteration 67Q: 3 clusters Score -1.468539e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -14685433.000000 Penalty: 5756.818359
	Iteration 68Q: 3 clusters Score -1.468543e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -14685408.000000 Penalty: 5756.818359
	Iteration 69Q: 3 clusters Score -1.468541e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -14685436.000000 Penalty: 5756.818359
	Iteration 70Q: 3 clusters Score -1.468544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -14685453.000000 Penalty: 5756.818359
	Iteration 71Q: 3 clusters Score -1.468545e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14685438.000000 Penalty: 5756.818359
	Iteration 72Q: 3 clusters Score -1.468544e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -14685430.000000 Penalty: 5756.818359
	Iteration 73Q: 3 clusters Score -1.468543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -14685438.000000 Penalty: 5756.818359
	Iteration 74Q: 3 clusters Score -1.468544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -14685428.000000 Penalty: 5756.818359
	Iteration 75Q: 3 clusters Score -1.468543e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -14685448.000000 Penalty: 5756.818359
	Iteration 76Q: 3 clusters Score -1.468545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14685455.000000 Penalty: 5756.818359
	Iteration 77Q: 3 clusters Score -1.468546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -14685473.000000 Penalty: 5756.818359
	Iteration 78Q: 3 clusters Score -1.468547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -14685463.000000 Penalty: 5756.818359
	Iteration 79Q: 3 clusters Score -1.468546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -14685468.000000 Penalty: 5756.818359
	Iteration 80F: 3 clusters Score -1.468547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -14685452.000000 Penalty: 5756.818359
	Iteration 81Q: 3 clusters Score -1.468545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14685477.000000 Penalty: 5756.818359
	Iteration 82Q: 3 clusters Score -1.468548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14685467.000000 Penalty: 5756.818359
	Iteration 83Q: 3 clusters Score -1.468547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14685468.000000 Penalty: 5756.818359
	Iteration 84Q: 3 clusters Score -1.468547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -14685474.000000 Penalty: 5756.818359
	Iteration 85Q: 3 clusters Score -1.468547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14685470.000000 Penalty: 5756.818359
	Iteration 86Q: 3 clusters Score -1.468547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14685463.000000 Penalty: 5756.818359
	Iteration 87Q: 3 clusters Score -1.468546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -14685471.000000 Penalty: 5756.818359
	Iteration 88Q: 3 clusters Score -1.468547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -14685469.000000 Penalty: 5756.818359
	Iteration 89Q: 3 clusters Score -1.468547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -14685473.000000 Penalty: 5756.818359
	Iteration 90Q: 3 clusters Score -1.468547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -14685473.000000 Penalty: 5756.818359
	Iteration 91F: 3 clusters Score -1.468547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Entering Unmasked Estep 
Score: -3011425.750000 Penalty: 2497.437988
	Iteration 0F: 2 clusters Score -3011426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2995059.750000 Penalty: 4994.875977
	Iteration 0F: 3 clusters Score -2995060 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3000567.500000 Penalty: 4994.875977
	Iteration 1F: 3 clusters Score -3000568 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3001043.250000 Penalty: 4994.875977
	Iteration 2F: 3 clusters Score -3001043 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3001436.500000 Penalty: 4994.875977
	Iteration 3Q: 3 clusters Score -3001436 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3001786.000000 Penalty: 4994.875977
	Iteration 4Q: 3 clusters Score -3001786 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3002085.000000 Penalty: 4994.875977
	Iteration 5Q: 3 clusters Score -3002085 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3002405.000000 Penalty: 4994.875977
	Iteration 6Q: 3 clusters Score -3002405 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3002705.000000 Penalty: 4994.875977
	Iteration 7Q: 3 clusters Score -3002705 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3003034.000000 Penalty: 4994.875977
	Iteration 8Q: 3 clusters Score -3003034 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3003397.750000 Penalty: 4994.875977
	Iteration 9Q: 3 clusters Score -3003398 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3003828.500000 Penalty: 4994.875977
	Iteration 10Q: 3 clusters Score -3003828 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3004379.250000 Penalty: 4994.875977
	Iteration 11Q: 3 clusters Score -3004379 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3005038.000000 Penalty: 4994.875977
	Iteration 12Q: 3 clusters Score -3005038 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3005784.500000 Penalty: 4994.875977
	Iteration 13Q: 3 clusters Score -3005784 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3006482.000000 Penalty: 4994.875977
	Iteration 14Q: 3 clusters Score -3006482 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3007012.000000 Penalty: 4994.875977
	Iteration 15Q: 3 clusters Score -3007012 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3007408.500000 Penalty: 4994.875977
	Iteration 16Q: 3 clusters Score -3007408 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3007669.500000 Penalty: 4994.875977
	Iteration 17Q: 3 clusters Score -3007670 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3007846.500000 Penalty: 4994.875977
	Iteration 18Q: 3 clusters Score -3007846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3007953.500000 Penalty: 4994.875977
	Iteration 19Q: 3 clusters Score -3007954 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3008022.750000 Penalty: 4994.875977
	Iteration 20F: 3 clusters Score -3008023 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3008095.000000 Penalty: 4994.875977
	Iteration 21Q: 3 clusters Score -3008095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3008134.750000 Penalty: 4994.875977
	Iteration 22Q: 3 clusters Score -3008135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3008160.500000 Penalty: 4994.875977
	Iteration 23Q: 3 clusters Score -3008160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3008176.250000 Penalty: 4994.875977
	Iteration 24Q: 3 clusters Score -3008176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3008187.250000 Penalty: 4994.875977
	Iteration 25Q: 3 clusters Score -3008187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3008198.250000 Penalty: 4994.875977
	Iteration 26Q: 3 clusters Score -3008198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3008214.250000 Penalty: 4994.875977
	Iteration 27Q: 3 clusters Score -3008214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3008228.000000 Penalty: 4994.875977
	Iteration 28Q: 3 clusters Score -3008228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3008230.250000 Penalty: 4994.875977
	Iteration 29Q: 3 clusters Score -3008230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3008227.250000 Penalty: 4994.875977
	Iteration 30Q: 3 clusters Score -3008227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3008230.750000 Penalty: 4994.875977
	Iteration 31Q: 3 clusters Score -3008231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3008236.750000 Penalty: 4994.875977
	Iteration 32Q: 3 clusters Score -3008237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3008245.500000 Penalty: 4994.875977
	Iteration 33Q: 3 clusters Score -3008246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3008245.500000 Penalty: 4994.875977
	Iteration 34Q: 3 clusters Score -3008246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3008259.500000 Penalty: 4994.875977
	Iteration 35Q: 3 clusters Score -3008260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3008256.750000 Penalty: 4994.875977
	Iteration 36Q: 3 clusters Score -3008257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3008262.000000 Penalty: 4994.875977
	Iteration 37Q: 3 clusters Score -3008262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3008264.250000 Penalty: 4994.875977
	Iteration 38Q: 3 clusters Score -3008264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3008262.750000 Penalty: 4994.875977
	Iteration 39Q: 3 clusters Score -3008263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3008255.250000 Penalty: 4994.875977
	Iteration 40F: 3 clusters Score -3008255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3008262.500000 Penalty: 4994.875977
	Iteration 41Q: 3 clusters Score -3008262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3008272.000000 Penalty: 4994.875977
	Iteration 42Q: 3 clusters Score -3008272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3008269.750000 Penalty: 4994.875977
	Iteration 43Q: 3 clusters Score -3008270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3008272.000000 Penalty: 4994.875977
	Iteration 44Q: 3 clusters Score -3008272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3008277.500000 Penalty: 4994.875977
	Iteration 45Q: 3 clusters Score -3008278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3008278.500000 Penalty: 4994.875977
	Iteration 46Q: 3 clusters Score -3008278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3008273.750000 Penalty: 4994.875977
	Iteration 47Q: 3 clusters Score -3008274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3008279.000000 Penalty: 4994.875977
	Iteration 48Q: 3 clusters Score -3008279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3008275.750000 Penalty: 4994.875977
	Iteration 49Q: 3 clusters Score -3008276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3008285.250000 Penalty: 4994.875977
	Iteration 50Q: 3 clusters Score -3008285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3008286.750000 Penalty: 4994.875977
	Iteration 51Q: 3 clusters Score -3008287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3008286.000000 Penalty: 4994.875977
	Iteration 52Q: 3 clusters Score -3008286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3008291.000000 Penalty: 4994.875977
	Iteration 53Q: 3 clusters Score -3008291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3008289.500000 Penalty: 4994.875977
	Iteration 54Q: 3 clusters Score -3008290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3008291.750000 Penalty: 4994.875977
	Iteration 55Q: 3 clusters Score -3008292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3008288.750000 Penalty: 4994.875977
	Iteration 56Q: 3 clusters Score -3008289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3008289.000000 Penalty: 4994.875977
	Iteration 57Q: 3 clusters Score -3008289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3008293.500000 Penalty: 4994.875977
	Iteration 58Q: 3 clusters Score -3008294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3008295.750000 Penalty: 4994.875977
	Iteration 59Q: 3 clusters Score -3008296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3008294.000000 Penalty: 4994.875977
	Iteration 60F: 3 clusters Score -3008294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3008294.000000 Penalty: 4994.875977
	Iteration 61Q: 3 clusters Score -3008294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3008294.000000 Penalty: 4994.875977
	Iteration 62F: 3 clusters Score -3008294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -330535.937500 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -330535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -327564.406250 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -327564.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -328105.781250 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -328105.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -328239.125000 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -328239.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -328316.062500 Penalty: 3884.678955
	Iteration 3Q: 3 clusters Score -328316.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -328364.656250 Penalty: 3884.678955
	Iteration 4Q: 3 clusters Score -328364.7 nChanged 49
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: -328404.406250 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -328404.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -328432.437500 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -328432.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -328449.218750 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -328449.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328461.375000 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -328461.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -328471.812500 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -328471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -328487.062500 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -328487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -328494.781250 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -328494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -328501.093750 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -328501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -328502.468750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -328502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -328502.875000 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -328502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -328503.593750 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -328503.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -328503.593750 Penalty: 3884.678955
	Iteration 16F: 3 clusters Score -328503.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (161131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Entering Unmasked Estep 
Score: -21465646.000000 Penalty: 2973.513428
	Iteration 0F: 2 clusters Score -2.146565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -21362474.000000 Penalty: 5947.026855
	Iteration 0F: 3 clusters Score -2.136247e+07 nChanged 77200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -21407218.000000 Penalty: 5947.026855
	Iteration 1F: 3 clusters Score -2.140722e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -21408136.000000 Penalty: 5947.026855
	Iteration 2Q: 3 clusters Score -2.140814e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -21409202.000000 Penalty: 5947.026855
	Iteration 3Q: 3 clusters Score -2.14092e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -21411018.000000 Penalty: 5947.026855
	Iteration 4Q: 3 clusters Score -2.141102e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -21413386.000000 Penalty: 5947.026855
	Iteration 5Q: 3 clusters Score -2.141339e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -21417350.000000 Penalty: 5947.026855
	Iteration 6Q: 3 clusters Score -2.141735e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -21422886.000000 Penalty: 5947.026855
	Iteration 7F: 3 clusters Score -2.142289e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -21431258.000000 Penalty: 5947.026855
	Iteration 8F: 3 clusters Score -2.143126e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -21439728.000000 Penalty: 5947.026855
	Iteration 9F: 3 clusters Score -2.143973e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 123341 members 
Entering Unmasked Estep 
Score: -21446354.000000 Penalty: 5947.026855
	Iteration 10F: 3 clusters Score -2.144635e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 128768 members 
Entering Unmasked Estep 
Score: -21450464.000000 Penalty: 5947.026855
	Iteration 11Q: 3 clusters Score -2.145046e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 133414 members 
Entering Unmasked Estep 
Score: -21453376.000000 Penalty: 5947.026855
	Iteration 12Q: 3 clusters Score -2.145338e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 137644 members 
Entering Unmasked Estep 
Score: -21455520.000000 Penalty: 5947.026855
	Iteration 13Q: 3 clusters Score -2.145552e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -21457238.000000 Penalty: 5947.026855
	Iteration 14Q: 3 clusters Score -2.145724e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -21458892.000000 Penalty: 5947.026855
	Iteration 15Q: 3 clusters Score -2.145889e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 148017 members 
Entering Unmasked Estep 
Score: -21460386.000000 Penalty: 5947.026855
	Iteration 16Q: 3 clusters Score -2.146039e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -21461508.000000 Penalty: 5947.026855
	Iteration 17Q: 3 clusters Score -2.146151e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 152844 members 
Entering Unmasked Estep 
Score: -21462454.000000 Penalty: 5947.026855
	Iteration 18Q: 3 clusters Score -2.146245e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 154555 members 
Entering Unmasked Estep 
Score: -21463102.000000 Penalty: 5947.026855
	Iteration 19Q: 3 clusters Score -2.14631e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -21463584.000000 Penalty: 5947.026855
	Iteration 20F: 3 clusters Score -2.146358e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21463948.000000 Penalty: 5947.026855
	Iteration 21Q: 3 clusters Score -2.146395e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -21464116.000000 Penalty: 5947.026855
	Iteration 22Q: 3 clusters Score -2.146412e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -21464258.000000 Penalty: 5947.026855
	Iteration 23Q: 3 clusters Score -2.146426e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -21464346.000000 Penalty: 5947.026855
	Iteration 24Q: 3 clusters Score -2.146435e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -21464380.000000 Penalty: 5947.026855
	Iteration 25Q: 3 clusters Score -2.146438e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 158630 members 
Entering Unmasked Estep 
Score: -21464434.000000 Penalty: 5947.026855
	Iteration 26Q: 3 clusters Score -2.146443e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -21464436.000000 Penalty: 5947.026855
	Iteration 27Q: 3 clusters Score -2.146444e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -21464452.000000 Penalty: 5947.026855
	Iteration 28Q: 3 clusters Score -2.146445e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -21464484.000000 Penalty: 5947.026855
	Iteration 29Q: 3 clusters Score -2.146448e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -21464494.000000 Penalty: 5947.026855
	Iteration 30Q: 3 clusters Score -2.146449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -21464508.000000 Penalty: 5947.026855
	Iteration 31Q: 3 clusters Score -2.146451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 159017 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 5947.026855
	Iteration 32Q: 3 clusters Score -2.146452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 159043 members 
Entering Unmasked Estep 
Score: -21464502.000000 Penalty: 5947.026855
	Iteration 33Q: 3 clusters Score -2.14645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -21464524.000000 Penalty: 5947.026855
	Iteration 34Q: 3 clusters Score -2.146452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 159076 members 
Entering Unmasked Estep 
Score: -21464532.000000 Penalty: 5947.026855
	Iteration 35Q: 3 clusters Score -2.146453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -21464524.000000 Penalty: 5947.026855
	Iteration 36Q: 3 clusters Score -2.146452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -21464510.000000 Penalty: 5947.026855
	Iteration 37Q: 3 clusters Score -2.146451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 5947.026855
	Iteration 38Q: 3 clusters Score -2.146452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 5947.026855
	Iteration 39Q: 3 clusters Score -2.146451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 5947.026855
	Iteration 40F: 3 clusters Score -2.146451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 159107 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 5947.026855
	Iteration 41Q: 3 clusters Score -2.146452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 159112 members 
Entering Unmasked Estep 
Score: -21464520.000000 Penalty: 5947.026855
	Iteration 42Q: 3 clusters Score -2.146452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 5947.026855
	Iteration 43Q: 3 clusters Score -2.146452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 159117 members 
Entering Unmasked Estep 
Score: -21464504.000000 Penalty: 5947.026855
	Iteration 44Q: 3 clusters Score -2.14645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 5947.026855
	Iteration 45Q: 3 clusters Score -2.146452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 5947.026855
	Iteration 46Q: 3 clusters Score -2.146452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 5947.026855
	Iteration 47Q: 3 clusters Score -2.146451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.146451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 5947.026855
	Iteration 49Q: 3 clusters Score -2.146452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -21464514.000000 Penalty: 5947.026855
	Iteration 50Q: 3 clusters Score -2.146451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -21464496.000000 Penalty: 5947.026855
	Iteration 51Q: 3 clusters Score -2.14645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 5947.026855
	Iteration 52Q: 3 clusters Score -2.146452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 159129 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 5947.026855
	Iteration 53Q: 3 clusters Score -2.146452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 5947.026855
	Iteration 54Q: 3 clusters Score -2.146452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 5947.026855
	Iteration 55Q: 3 clusters Score -2.146451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -21464520.000000 Penalty: 5947.026855
	Iteration 56Q: 3 clusters Score -2.146452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -21464496.000000 Penalty: 5947.026855
	Iteration 57Q: 3 clusters Score -2.14645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -21464504.000000 Penalty: 5947.026855
	Iteration 58Q: 3 clusters Score -2.14645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -21464510.000000 Penalty: 5947.026855
	Iteration 59Q: 3 clusters Score -2.146451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 5947.026855
	Iteration 60F: 3 clusters Score -2.146451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 184197 members 
Mstep: Class 4 contains 26370 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 38420 members 
Mstep: Class 7 contains 239895 members 
Mstep: Class 8 contains 32243 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 48024 members 
Mstep: Class 11 contains 72291 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 58435 members 
Mstep: Class 14 contains 1245 members 
Mstep: Class 15 contains 341 members 
Mstep: Class 18 contains 109808 members 
Mstep: Class 20 contains 23631 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 161131 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -1.352059e+08 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 185671 members 
Mstep: Class 4 contains 27053 members 
Mstep: Class 5 contains 28648 members 
Mstep: Class 6 contains 39407 members 
Mstep: Class 7 contains 236195 members 
Mstep: Class 8 contains 32877 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 49139 members 
Mstep: Class 11 contains 71321 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 59767 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 18 contains 109099 members 
Mstep: Class 20 contains 23503 members 
Mstep: Class 21 contains 2505 members 
Mstep: Class 22 contains 160314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -1.352092e+08 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 186771 members 
Mstep: Class 4 contains 27726 members 
Mstep: Class 5 contains 28710 members 
Mstep: Class 6 contains 40314 members 
Mstep: Class 7 contains 233429 members 
Mstep: Class 8 contains 33776 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 49910 members 
Mstep: Class 11 contains 70233 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 61175 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 18 contains 108304 members 
Mstep: Class 20 contains 23355 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 159295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -1.352117e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 721 members 
Mstep: Class 3 contains 187540 members 
Mstep: Class 4 contains 28379 members 
Mstep: Class 5 contains 28728 members 
Mstep: Class 6 contains 41141 members 
Mstep: Class 7 contains 231249 members 
Mstep: Class 8 contains 34558 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 50501 members 
Mstep: Class 11 contains 69146 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 62763 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 18 contains 107448 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 158310 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -1.352144e+08 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 188164 members 
Mstep: Class 4 contains 29054 members 
Mstep: Class 5 contains 28794 members 
Mstep: Class 6 contains 41882 members 
Mstep: Class 7 contains 229545 members 
Mstep: Class 8 contains 35225 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 50966 members 
Mstep: Class 11 contains 68164 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 64557 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 18 contains 106350 members 
Mstep: Class 20 contains 23089 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 157186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -1.352165e+08 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 188639 members 
Mstep: Class 4 contains 29718 members 
Mstep: Class 5 contains 28870 members 
Mstep: Class 6 contains 42519 members 
Mstep: Class 7 contains 228201 members 
Mstep: Class 8 contains 35832 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 51322 members 
Mstep: Class 11 contains 67217 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 66426 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 280 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 18 contains 105086 members 
Mstep: Class 20 contains 22977 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 156156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -1.352189e+08 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 188983 members 
Mstep: Class 4 contains 30405 members 
Mstep: Class 5 contains 28942 members 
Mstep: Class 6 contains 43045 members 
Mstep: Class 7 contains 227084 members 
Mstep: Class 8 contains 36360 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 51627 members 
Mstep: Class 11 contains 66348 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 68461 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 18 contains 103687 members 
Mstep: Class 20 contains 22870 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 155138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 21 clusters Score -1.352209e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 189225 members 
Mstep: Class 4 contains 31076 members 
Mstep: Class 5 contains 29035 members 
Mstep: Class 6 contains 43552 members 
Mstep: Class 7 contains 226050 members 
Mstep: Class 8 contains 36831 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 51890 members 
Mstep: Class 11 contains 65453 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 70574 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 18 contains 102322 members 
Mstep: Class 20 contains 22755 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 154182 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -1.352231e+08 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 189360 members 
Mstep: Class 4 contains 31775 members 
Mstep: Class 5 contains 29109 members 
Mstep: Class 6 contains 44001 members 
Mstep: Class 7 contains 225209 members 
Mstep: Class 8 contains 37255 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 52109 members 
Mstep: Class 11 contains 64650 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 72788 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 18 contains 100818 members 
Mstep: Class 20 contains 22628 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 153238 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 21 clusters Score -1.352246e+08 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 189434 members 
Mstep: Class 4 contains 32502 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 44421 members 
Mstep: Class 7 contains 224435 members 
Mstep: Class 8 contains 37629 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 52299 members 
Mstep: Class 11 contains 63877 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 75129 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 18 contains 99237 members 
Mstep: Class 20 contains 22512 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 152298 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -1.352268e+08 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 189518 members 
Mstep: Class 4 contains 33258 members 
Mstep: Class 5 contains 29249 members 
Mstep: Class 6 contains 44856 members 
Mstep: Class 7 contains 223669 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 52465 members 
Mstep: Class 11 contains 63176 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 77543 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 18 contains 97535 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 151305 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -1.352282e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 189576 members 
Mstep: Class 4 contains 34031 members 
Mstep: Class 5 contains 29270 members 
Mstep: Class 6 contains 45275 members 
Mstep: Class 7 contains 223022 members 
Mstep: Class 8 contains 38290 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 52574 members 
Mstep: Class 11 contains 62496 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 79894 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 342 members 
Mstep: Class 16 contains 1101 members 
Mstep: Class 18 contains 95895 members 
Mstep: Class 20 contains 22291 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 150356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 21 clusters Score -1.3523e+08 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189584 members 
Mstep: Class 4 contains 34796 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 45627 members 
Mstep: Class 7 contains 222502 members 
Mstep: Class 8 contains 38547 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 52683 members 
Mstep: Class 11 contains 61877 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 82080 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 346 members 
Mstep: Class 16 contains 1095 members 
Mstep: Class 18 contains 94325 members 
Mstep: Class 20 contains 22206 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 149417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -1.35232e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189580 members 
Mstep: Class 4 contains 35479 members 
Mstep: Class 5 contains 29371 members 
Mstep: Class 6 contains 45937 members 
Mstep: Class 7 contains 222197 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 52777 members 
Mstep: Class 11 contains 61267 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 84124 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 1091 members 
Mstep: Class 18 contains 92787 members 
Mstep: Class 20 contains 22124 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 148542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 21 clusters Score -1.352333e+08 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189500 members 
Mstep: Class 4 contains 36185 members 
Mstep: Class 5 contains 29413 members 
Mstep: Class 6 contains 46249 members 
Mstep: Class 7 contains 221936 members 
Mstep: Class 8 contains 39026 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 52871 members 
Mstep: Class 11 contains 60737 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 86081 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 1089 members 
Mstep: Class 18 contains 91269 members 
Mstep: Class 20 contains 22034 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 147678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -1.352343e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189411 members 
Mstep: Class 4 contains 36832 members 
Mstep: Class 5 contains 29452 members 
Mstep: Class 6 contains 46496 members 
Mstep: Class 7 contains 221752 members 
Mstep: Class 8 contains 39215 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 52959 members 
Mstep: Class 11 contains 60213 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 87928 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 18 contains 89881 members 
Mstep: Class 20 contains 21941 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 146891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -1.352356e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189349 members 
Mstep: Class 4 contains 37450 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 46742 members 
Mstep: Class 7 contains 221648 members 
Mstep: Class 8 contains 39393 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 53037 members 
Mstep: Class 11 contains 59766 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 89573 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 18 contains 88546 members 
Mstep: Class 20 contains 21867 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 146114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -1.352366e+08 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189298 members 
Mstep: Class 4 contains 38063 members 
Mstep: Class 5 contains 29477 members 
Mstep: Class 6 contains 46972 members 
Mstep: Class 7 contains 221561 members 
Mstep: Class 8 contains 39548 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 53121 members 
Mstep: Class 11 contains 59336 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 91171 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 18 contains 87273 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 145352 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.352375e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 189216 members 
Mstep: Class 4 contains 38662 members 
Mstep: Class 5 contains 29469 members 
Mstep: Class 6 contains 47222 members 
Mstep: Class 7 contains 221469 members 
Mstep: Class 8 contains 39657 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 53205 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 92632 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 362 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 18 contains 86093 members 
Mstep: Class 20 contains 21711 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 144692 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.352378e+08 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 189121 members 
Mstep: Class 4 contains 39245 members 
Mstep: Class 5 contains 29466 members 
Mstep: Class 6 contains 47423 members 
Mstep: Class 7 contains 221421 members 
Mstep: Class 8 contains 39758 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 53274 members 
Mstep: Class 11 contains 58536 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 94059 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 16 contains 1077 members 
Mstep: Class 18 contains 84928 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 144042 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.352385e+08 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 189099 members 
Mstep: Class 4 contains 39835 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 47588 members 
Mstep: Class 7 contains 221327 members 
Mstep: Class 8 contains 39823 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 53331 members 
Mstep: Class 11 contains 58240 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 95358 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 365 members 
Mstep: Class 16 contains 1073 members 
Mstep: Class 18 contains 83816 members 
Mstep: Class 20 contains 21573 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 143439 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.352387e+08 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 189068 members 
Mstep: Class 4 contains 40494 members 
Mstep: Class 5 contains 29479 members 
Mstep: Class 6 contains 47740 members 
Mstep: Class 7 contains 221277 members 
Mstep: Class 8 contains 39896 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 53393 members 
Mstep: Class 11 contains 57922 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 96530 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 366 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 18 contains 82739 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 142853 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.352393e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 189021 members 
Mstep: Class 4 contains 41124 members 
Mstep: Class 5 contains 29484 members 
Mstep: Class 6 contains 47860 members 
Mstep: Class 7 contains 221202 members 
Mstep: Class 8 contains 39975 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 53475 members 
Mstep: Class 11 contains 57612 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 97777 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 18 contains 81608 members 
Mstep: Class 20 contains 21431 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 142314 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.352401e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 188887 members 
Mstep: Class 4 contains 41726 members 
Mstep: Class 5 contains 29495 members 
Mstep: Class 6 contains 47976 members 
Mstep: Class 7 contains 221211 members 
Mstep: Class 8 contains 40030 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 53550 members 
Mstep: Class 11 contains 57298 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 98986 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 18 contains 80534 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 141809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240720.000000 Penalty: 68693.328125
Iteration 62Q: 21 clusters Score -1.352407e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 188820 members 
Mstep: Class 4 contains 42306 members 
Mstep: Class 5 contains 29516 members 
Mstep: Class 6 contains 48073 members 
Mstep: Class 7 contains 221229 members 
Mstep: Class 8 contains 40102 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 53613 members 
Mstep: Class 11 contains 56979 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 100103 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 18 contains 79499 members 
Mstep: Class 20 contains 21332 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 141295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240816.000000 Penalty: 68693.328125
Iteration 63Q: 21 clusters Score -1.352408e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188770 members 
Mstep: Class 4 contains 42886 members 
Mstep: Class 5 contains 29554 members 
Mstep: Class 6 contains 48173 members 
Mstep: Class 7 contains 221253 members 
Mstep: Class 8 contains 40159 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 53683 members 
Mstep: Class 11 contains 56675 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 101174 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1005 members 
Mstep: Class 18 contains 78488 members 
Mstep: Class 20 contains 21299 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 140751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241136.000000 Penalty: 68693.328125
Iteration 64Q: 21 clusters Score -1.352411e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188721 members 
Mstep: Class 4 contains 43490 members 
Mstep: Class 5 contains 29578 members 
Mstep: Class 6 contains 48252 members 
Mstep: Class 7 contains 221249 members 
Mstep: Class 8 contains 40211 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 53762 members 
Mstep: Class 11 contains 56414 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 102126 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 18 contains 77528 members 
Mstep: Class 20 contains 21284 members 
Mstep: Class 21 contains 2330 members 
Mstep: Class 22 contains 140247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241008.000000 Penalty: 68693.328125
Iteration 65Q: 21 clusters Score -1.35241e+08 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188659 members 
Mstep: Class 4 contains 44101 members 
Mstep: Class 5 contains 29599 members 
Mstep: Class 6 contains 48329 members 
Mstep: Class 7 contains 221217 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 53840 members 
Mstep: Class 11 contains 56207 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 103045 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1007 members 
Mstep: Class 18 contains 76633 members 
Mstep: Class 20 contains 21253 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 139694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241120.000000 Penalty: 68693.328125
Iteration 66Q: 21 clusters Score -1.352411e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188588 members 
Mstep: Class 4 contains 44708 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 221188 members 
Mstep: Class 8 contains 40357 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 53897 members 
Mstep: Class 11 contains 55994 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 103949 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 75799 members 
Mstep: Class 20 contains 21236 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 139151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241360.000000 Penalty: 68693.328125
Iteration 67Q: 21 clusters Score -1.352414e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188426 members 
Mstep: Class 4 contains 45313 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 48404 members 
Mstep: Class 7 contains 221168 members 
Mstep: Class 8 contains 40432 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 53954 members 
Mstep: Class 11 contains 55797 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 104851 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 74954 members 
Mstep: Class 20 contains 21205 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 138716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135241616.000000 Penalty: 68693.328125
Iteration 68Q: 21 clusters Score -1.352416e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188316 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 29642 members 
Mstep: Class 6 contains 48416 members 
Mstep: Class 7 contains 221135 members 
Mstep: Class 8 contains 40505 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 54011 members 
Mstep: Class 11 contains 55614 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 105674 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 74107 members 
Mstep: Class 20 contains 21186 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 138306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242496.000000 Penalty: 68693.328125
Iteration 69Q: 21 clusters Score -1.352425e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188220 members 
Mstep: Class 4 contains 46577 members 
Mstep: Class 5 contains 29658 members 
Mstep: Class 6 contains 48444 members 
Mstep: Class 7 contains 221108 members 
Mstep: Class 8 contains 40567 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 54058 members 
Mstep: Class 11 contains 55463 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 106444 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 73240 members 
Mstep: Class 20 contains 21154 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 137918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242976.000000 Penalty: 68693.328125
Iteration 70Q: 21 clusters Score -1.35243e+08 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 188114 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 48482 members 
Mstep: Class 7 contains 221078 members 
Mstep: Class 8 contains 40619 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 54108 members 
Mstep: Class 11 contains 55309 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 107188 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 72398 members 
Mstep: Class 20 contains 21127 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 137562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242848.000000 Penalty: 68693.328125
Iteration 71Q: 21 clusters Score -1.352428e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187991 members 
Mstep: Class 4 contains 47884 members 
Mstep: Class 5 contains 29679 members 
Mstep: Class 6 contains 48493 members 
Mstep: Class 7 contains 221042 members 
Mstep: Class 8 contains 40650 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 54138 members 
Mstep: Class 11 contains 55147 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 107887 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 71597 members 
Mstep: Class 20 contains 21101 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 137246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135243504.000000 Penalty: 68693.328125
Iteration 72Q: 21 clusters Score -1.352435e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187886 members 
Mstep: Class 4 contains 48570 members 
Mstep: Class 5 contains 29684 members 
Mstep: Class 6 contains 48519 members 
Mstep: Class 7 contains 220928 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 54159 members 
Mstep: Class 11 contains 55002 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 108539 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 70839 members 
Mstep: Class 20 contains 21082 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 136944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135243968.000000 Penalty: 68693.328125
Iteration 73Q: 21 clusters Score -1.35244e+08 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187792 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 29689 members 
Mstep: Class 6 contains 48537 members 
Mstep: Class 7 contains 220742 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 54185 members 
Mstep: Class 11 contains 54882 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 109157 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 70081 members 
Mstep: Class 20 contains 21059 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 136721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244256.000000 Penalty: 68693.328125
Iteration 74Q: 21 clusters Score -1.352443e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187718 members 
Mstep: Class 4 contains 49916 members 
Mstep: Class 5 contains 29699 members 
Mstep: Class 6 contains 48547 members 
Mstep: Class 7 contains 220575 members 
Mstep: Class 8 contains 40766 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 54764 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 109751 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 69336 members 
Mstep: Class 20 contains 21038 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 136514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244288.000000 Penalty: 68693.328125
Iteration 75Q: 21 clusters Score -1.352443e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187621 members 
Mstep: Class 4 contains 50546 members 
Mstep: Class 5 contains 29702 members 
Mstep: Class 6 contains 48535 members 
Mstep: Class 7 contains 220378 members 
Mstep: Class 8 contains 40813 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 54205 members 
Mstep: Class 11 contains 54672 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 110372 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 68567 members 
Mstep: Class 20 contains 21014 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 136379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244448.000000 Penalty: 68693.328125
Iteration 76Q: 21 clusters Score -1.352444e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187549 members 
Mstep: Class 4 contains 51175 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 48544 members 
Mstep: Class 7 contains 220162 members 
Mstep: Class 8 contains 40859 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 54233 members 
Mstep: Class 11 contains 54588 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 110926 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 67815 members 
Mstep: Class 20 contains 21003 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 136243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244608.000000 Penalty: 68693.328125
Iteration 77Q: 21 clusters Score -1.352446e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187435 members 
Mstep: Class 4 contains 51859 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 48546 members 
Mstep: Class 7 contains 219959 members 
Mstep: Class 8 contains 40910 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 54259 members 
Mstep: Class 11 contains 54473 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 111440 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 20 contains 20990 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 136102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244576.000000 Penalty: 68693.328125
Iteration 78Q: 21 clusters Score -1.352446e+08 nChanged 2970
Entering ConstructFrom: 
Score: -135244576.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -364676.718750 Penalty: 1975.283081
	Iteration 0F: 2 clusters Score -364676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -361482.125000 Penalty: 3950.566162
	Iteration 0F: 3 clusters Score -361482.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -362308.375000 Penalty: 3950.566162
	Iteration 1F: 3 clusters Score -362308.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -362578.000000 Penalty: 3950.566162
	Iteration 2F: 3 clusters Score -362578 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -362717.031250 Penalty: 3950.566162
	Iteration 3F: 3 clusters Score -362717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -362810.718750 Penalty: 3950.566162
	Iteration 4Q: 3 clusters Score -362810.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -362868.031250 Penalty: 3950.566162
	Iteration 5Q: 3 clusters Score -362868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -362906.843750 Penalty: 3950.566162
	Iteration 6Q: 3 clusters Score -362906.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -362943.500000 Penalty: 3950.566162
	Iteration 7Q: 3 clusters Score -362943.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -362968.812500 Penalty: 3950.566162
	Iteration 8Q: 3 clusters Score -362968.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -362990.062500 Penalty: 3950.566162
	Iteration 9Q: 3 clusters Score -362990.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -363005.750000 Penalty: 3950.566162
	Iteration 10Q: 3 clusters Score -363005.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -363017.906250 Penalty: 3950.566162
	Iteration 11Q: 3 clusters Score -363017.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -363032.656250 Penalty: 3950.566162
	Iteration 12Q: 3 clusters Score -363032.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -363044.625000 Penalty: 3950.566162
	Iteration 13Q: 3 clusters Score -363044.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -363057.031250 Penalty: 3950.566162
	Iteration 14Q: 3 clusters Score -363057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -363068.062500 Penalty: 3950.566162
	Iteration 15Q: 3 clusters Score -363068.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -363081.156250 Penalty: 3950.566162
	Iteration 16Q: 3 clusters Score -363081.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -363090.125000 Penalty: 3950.566162
	Iteration 17Q: 3 clusters Score -363090.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -363095.218750 Penalty: 3950.566162
	Iteration 18Q: 3 clusters Score -363095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -363101.281250 Penalty: 3950.566162
	Iteration 19Q: 3 clusters Score -363101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -363105.031250 Penalty: 3950.566162
	Iteration 20F: 3 clusters Score -363105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -363108.312500 Penalty: 3950.566162
	Iteration 21Q: 3 clusters Score -363108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -363109.062500 Penalty: 3950.566162
	Iteration 22Q: 3 clusters Score -363109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -363111.468750 Penalty: 3950.566162
	Iteration 23Q: 3 clusters Score -363111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -363114.656250 Penalty: 3950.566162
	Iteration 24Q: 3 clusters Score -363114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -363116.375000 Penalty: 3950.566162
	Iteration 25Q: 3 clusters Score -363116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -363116.718750 Penalty: 3950.566162
	Iteration 26Q: 3 clusters Score -363116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -363116.312500 Penalty: 3950.566162
	Iteration 27Q: 3 clusters Score -363116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -363117.187500 Penalty: 3950.566162
	Iteration 28Q: 3 clusters Score -363117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -363117.187500 Penalty: 3950.566162
	Iteration 29F: 3 clusters Score -363117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -84024.390625 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -84024.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82283.398438 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -82283.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82574.304688 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -82574.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82692.781250 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -82692.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82835.585938 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -82835.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82986.531250 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -82986.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83060.117188 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -83060.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83105.125000 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -83105.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83149.250000 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -83149.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83207.906250 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -83207.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83257.703125 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -83257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83297.281250 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -83297.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83307.632812 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -83307.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83323.992188 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -83323.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83358.976562 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -83358.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -83385.929688 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -83385.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -83406.664062 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -83406.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83427.398438 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -83427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -83444.406250 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -83444.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83455.828125 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -83455.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83473.437500 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -83473.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83514.617188 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -83514.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83552.445312 Penalty: 3276.227783
	Iteration 21Q: 3 clusters Score -83552.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83590.820312 Penalty: 3276.227783
	Iteration 22Q: 3 clusters Score -83590.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83621.132812 Penalty: 3276.227783
	Iteration 23Q: 3 clusters Score -83621.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83639.851562 Penalty: 3276.227783
	Iteration 24Q: 3 clusters Score -83639.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83657.578125 Penalty: 3276.227783
	Iteration 25Q: 3 clusters Score -83657.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83664.593750 Penalty: 3276.227783
	Iteration 26Q: 3 clusters Score -83664.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83670.140625 Penalty: 3276.227783
	Iteration 27Q: 3 clusters Score -83670.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83673.648438 Penalty: 3276.227783
	Iteration 28Q: 3 clusters Score -83673.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83679.203125 Penalty: 3276.227783
	Iteration 29Q: 3 clusters Score -83679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83679.203125 Penalty: 3276.227783
	Iteration 30F: 3 clusters Score -83679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187317 members 
Entering Unmasked Estep 
Score: -24912850.000000 Penalty: 3010.858154
	Iteration 0F: 2 clusters Score -2.491285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -24795932.000000 Penalty: 6021.716309
	Iteration 0F: 3 clusters Score -2.479593e+07 nChanged 90075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -24848322.000000 Penalty: 6021.716309
	Iteration 1F: 3 clusters Score -2.484832e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -24849184.000000 Penalty: 6021.716309
	Iteration 2Q: 3 clusters Score -2.484918e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93473 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -24850200.000000 Penalty: 6021.716309
	Iteration 3Q: 3 clusters Score -2.48502e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -24851552.000000 Penalty: 6021.716309
	Iteration 4Q: 3 clusters Score -2.485155e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -24853224.000000 Penalty: 6021.716309
	Iteration 5Q: 3 clusters Score -2.485322e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -24855372.000000 Penalty: 6021.716309
	Iteration 6Q: 3 clusters Score -2.485537e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -24858720.000000 Penalty: 6021.716309
	Iteration 7Q: 3 clusters Score -2.485872e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -24863678.000000 Penalty: 6021.716309
	Iteration 8Q: 3 clusters Score -2.486368e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -24871096.000000 Penalty: 6021.716309
	Iteration 9F: 3 clusters Score -2.48711e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -24879480.000000 Penalty: 6021.716309
	Iteration 10F: 3 clusters Score -2.487948e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -24884454.000000 Penalty: 6021.716309
	Iteration 11F: 3 clusters Score -2.488445e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -24886358.000000 Penalty: 6021.716309
	Iteration 12Q: 3 clusters Score -2.488636e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -24886866.000000 Penalty: 6021.716309
	Iteration 13Q: 3 clusters Score -2.488687e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -24887230.000000 Penalty: 6021.716309
	Iteration 14Q: 3 clusters Score -2.488723e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -24887448.000000 Penalty: 6021.716309
	Iteration 15Q: 3 clusters Score -2.488745e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -24887978.000000 Penalty: 6021.716309
	Iteration 16Q: 3 clusters Score -2.488798e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -24888274.000000 Penalty: 6021.716309
	Iteration 17Q: 3 clusters Score -2.488827e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -24888608.000000 Penalty: 6021.716309
	Iteration 18Q: 3 clusters Score -2.488861e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -24889048.000000 Penalty: 6021.716309
	Iteration 19Q: 3 clusters Score -2.488905e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -24889462.000000 Penalty: 6021.716309
	Iteration 20F: 3 clusters Score -2.488946e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -24890106.000000 Penalty: 6021.716309
	Iteration 21Q: 3 clusters Score -2.489011e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -24890724.000000 Penalty: 6021.716309
	Iteration 22Q: 3 clusters Score -2.489072e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -24891632.000000 Penalty: 6021.716309
	Iteration 23Q: 3 clusters Score -2.489163e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -24892462.000000 Penalty: 6021.716309
	Iteration 24Q: 3 clusters Score -2.489246e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -24893106.000000 Penalty: 6021.716309
	Iteration 25Q: 3 clusters Score -2.489311e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -24893860.000000 Penalty: 6021.716309
	Iteration 26Q: 3 clusters Score -2.489386e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -24894692.000000 Penalty: 6021.716309
	Iteration 27Q: 3 clusters Score -2.489469e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -24895504.000000 Penalty: 6021.716309
	Iteration 28Q: 3 clusters Score -2.48955e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -24896478.000000 Penalty: 6021.716309
	Iteration 29Q: 3 clusters Score -2.489648e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -24897390.000000 Penalty: 6021.716309
	Iteration 30Q: 3 clusters Score -2.489739e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123316 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -24898312.000000 Penalty: 6021.716309
	Iteration 31Q: 3 clusters Score -2.489831e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -24899170.000000 Penalty: 6021.716309
	Iteration 32Q: 3 clusters Score -2.489917e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128470 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -24899892.000000 Penalty: 6021.716309
	Iteration 33Q: 3 clusters Score -2.489989e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131030 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -24900364.000000 Penalty: 6021.716309
	Iteration 34Q: 3 clusters Score -2.490036e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -24901118.000000 Penalty: 6021.716309
	Iteration 35Q: 3 clusters Score -2.490112e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136196 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -24901758.000000 Penalty: 6021.716309
	Iteration 36Q: 3 clusters Score -2.490176e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138737 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -24902410.000000 Penalty: 6021.716309
	Iteration 37Q: 3 clusters Score -2.490241e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141274 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -24902636.000000 Penalty: 6021.716309
	Iteration 38Q: 3 clusters Score -2.490264e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143771 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -24903100.000000 Penalty: 6021.716309
	Iteration 39Q: 3 clusters Score -2.49031e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -24903740.000000 Penalty: 6021.716309
	Iteration 40F: 3 clusters Score -2.490374e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -24904436.000000 Penalty: 6021.716309
	Iteration 41Q: 3 clusters Score -2.490444e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -24905178.000000 Penalty: 6021.716309
	Iteration 42Q: 3 clusters Score -2.490518e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -24905824.000000 Penalty: 6021.716309
	Iteration 43Q: 3 clusters Score -2.490582e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -24906168.000000 Penalty: 6021.716309
	Iteration 44Q: 3 clusters Score -2.490617e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -24906670.000000 Penalty: 6021.716309
	Iteration 45Q: 3 clusters Score -2.490667e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162632 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -24907102.000000 Penalty: 6021.716309
	Iteration 46Q: 3 clusters Score -2.49071e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -24907598.000000 Penalty: 6021.716309
	Iteration 47Q: 3 clusters Score -2.49076e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -24908056.000000 Penalty: 6021.716309
	Iteration 48Q: 3 clusters Score -2.490806e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -24908370.000000 Penalty: 6021.716309
	Iteration 49Q: 3 clusters Score -2.490837e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -24908882.000000 Penalty: 6021.716309
	Iteration 50Q: 3 clusters Score -2.490888e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173188 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -24909324.000000 Penalty: 6021.716309
	Iteration 51Q: 3 clusters Score -2.490932e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -24909788.000000 Penalty: 6021.716309
	Iteration 52Q: 3 clusters Score -2.490979e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176212 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -24909962.000000 Penalty: 6021.716309
	Iteration 53Q: 3 clusters Score -2.490996e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -24910138.000000 Penalty: 6021.716309
	Iteration 54Q: 3 clusters Score -2.491014e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178687 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -24910464.000000 Penalty: 6021.716309
	Iteration 55Q: 3 clusters Score -2.491046e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -24910568.000000 Penalty: 6021.716309
	Iteration 56Q: 3 clusters Score -2.491057e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -24910726.000000 Penalty: 6021.716309
	Iteration 57Q: 3 clusters Score -2.491073e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181305 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -24910814.000000 Penalty: 6021.716309
	Iteration 58Q: 3 clusters Score -2.491081e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -24910904.000000 Penalty: 6021.716309
	Iteration 59Q: 3 clusters Score -2.49109e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182524 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -24910936.000000 Penalty: 6021.716309
	Iteration 60F: 3 clusters Score -2.491094e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -24910978.000000 Penalty: 6021.716309
	Iteration 61Q: 3 clusters Score -2.491098e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -24911062.000000 Penalty: 6021.716309
	Iteration 62Q: 3 clusters Score -2.491106e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183663 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -24911062.000000 Penalty: 6021.716309
	Iteration 63Q: 3 clusters Score -2.491106e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -24911134.000000 Penalty: 6021.716309
	Iteration 64Q: 3 clusters Score -2.491113e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184169 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -24911140.000000 Penalty: 6021.716309
	Iteration 65Q: 3 clusters Score -2.491114e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -24911200.000000 Penalty: 6021.716309
	Iteration 66Q: 3 clusters Score -2.49112e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -24911170.000000 Penalty: 6021.716309
	Iteration 67Q: 3 clusters Score -2.491117e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184669 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -24911158.000000 Penalty: 6021.716309
	Iteration 68Q: 3 clusters Score -2.491116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184778 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -24911136.000000 Penalty: 6021.716309
	Iteration 69Q: 3 clusters Score -2.491114e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -24911134.000000 Penalty: 6021.716309
	Iteration 70Q: 3 clusters Score -2.491113e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -24911114.000000 Penalty: 6021.716309
	Iteration 71Q: 3 clusters Score -2.491111e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185066 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24911124.000000 Penalty: 6021.716309
	Iteration 72Q: 3 clusters Score -2.491112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185149 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -24911052.000000 Penalty: 6021.716309
	Iteration 73Q: 3 clusters Score -2.491105e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185225 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -24911042.000000 Penalty: 6021.716309
	Iteration 74Q: 3 clusters Score -2.491104e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24911036.000000 Penalty: 6021.716309
	Iteration 75Q: 3 clusters Score -2.491104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185353 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -24911042.000000 Penalty: 6021.716309
	Iteration 76Q: 3 clusters Score -2.491104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -24911006.000000 Penalty: 6021.716309
	Iteration 77Q: 3 clusters Score -2.491101e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -24910994.000000 Penalty: 6021.716309
	Iteration 78Q: 3 clusters Score -2.491099e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185486 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -24910996.000000 Penalty: 6021.716309
	Iteration 79Q: 3 clusters Score -2.4911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185516 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24910994.000000 Penalty: 6021.716309
	Iteration 80F: 3 clusters Score -2.491099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185537 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24910988.000000 Penalty: 6021.716309
	Iteration 81Q: 3 clusters Score -2.491099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185553 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -24910964.000000 Penalty: 6021.716309
	Iteration 82Q: 3 clusters Score -2.491096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185567 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -24910996.000000 Penalty: 6021.716309
	Iteration 83Q: 3 clusters Score -2.4911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185585 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24910996.000000 Penalty: 6021.716309
	Iteration 84Q: 3 clusters Score -2.4911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185601 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24911004.000000 Penalty: 6021.716309
	Iteration 85Q: 3 clusters Score -2.4911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185613 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -24910998.000000 Penalty: 6021.716309
	Iteration 86Q: 3 clusters Score -2.4911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -24910986.000000 Penalty: 6021.716309
	Iteration 87Q: 3 clusters Score -2.491099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185644 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -24910986.000000 Penalty: 6021.716309
	Iteration 88Q: 3 clusters Score -2.491099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -24910988.000000 Penalty: 6021.716309
	Iteration 89Q: 3 clusters Score -2.491099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185678 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -24910982.000000 Penalty: 6021.716309
	Iteration 90Q: 3 clusters Score -2.491098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185693 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -24910976.000000 Penalty: 6021.716309
	Iteration 91Q: 3 clusters Score -2.491098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185708 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24910968.000000 Penalty: 6021.716309
	Iteration 92Q: 3 clusters Score -2.491097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185722 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -24910966.000000 Penalty: 6021.716309
	Iteration 93Q: 3 clusters Score -2.491097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24910952.000000 Penalty: 6021.716309
	Iteration 94Q: 3 clusters Score -2.491095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185746 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24910938.000000 Penalty: 6021.716309
	Iteration 95Q: 3 clusters Score -2.491094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185758 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24910928.000000 Penalty: 6021.716309
	Iteration 96Q: 3 clusters Score -2.491093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -24910942.000000 Penalty: 6021.716309
	Iteration 97Q: 3 clusters Score -2.491094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185781 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -24910948.000000 Penalty: 6021.716309
	Iteration 98Q: 3 clusters Score -2.491095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24910948.000000 Penalty: 6021.716309
	Iteration 99Q: 3 clusters Score -2.491095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185809 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -24910952.000000 Penalty: 6021.716309
	Iteration 100F: 3 clusters Score -2.491095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185818 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -24910962.000000 Penalty: 6021.716309
	Iteration 101Q: 3 clusters Score -2.491096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -24910952.000000 Penalty: 6021.716309
	Iteration 102Q: 3 clusters Score -2.491095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -24910938.000000 Penalty: 6021.716309
	Iteration 103Q: 3 clusters Score -2.491094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185832 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24910928.000000 Penalty: 6021.716309
	Iteration 104Q: 3 clusters Score -2.491093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185837 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -24910944.000000 Penalty: 6021.716309
	Iteration 105Q: 3 clusters Score -2.491094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185842 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -24910936.000000 Penalty: 6021.716309
	Iteration 106Q: 3 clusters Score -2.491094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185845 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24910948.000000 Penalty: 6021.716309
	Iteration 107Q: 3 clusters Score -2.491095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185848 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -24910930.000000 Penalty: 6021.716309
	Iteration 108Q: 3 clusters Score -2.491093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185853 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24910938.000000 Penalty: 6021.716309
	Iteration 109Q: 3 clusters Score -2.491094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24910958.000000 Penalty: 6021.716309
	Iteration 110Q: 3 clusters Score -2.491096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185872 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -24910942.000000 Penalty: 6021.716309
	Iteration 111Q: 3 clusters Score -2.491094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185887 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -24910950.000000 Penalty: 6021.716309
	Iteration 112Q: 3 clusters Score -2.491095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -24910936.000000 Penalty: 6021.716309
	Iteration 113Q: 3 clusters Score -2.491094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185910 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -24910930.000000 Penalty: 6021.716309
	Iteration 114Q: 3 clusters Score -2.491093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185921 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -24910942.000000 Penalty: 6021.716309
	Iteration 115Q: 3 clusters Score -2.491094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185927 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24910932.000000 Penalty: 6021.716309
	Iteration 116Q: 3 clusters Score -2.491093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185934 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24910916.000000 Penalty: 6021.716309
	Iteration 117Q: 3 clusters Score -2.491092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185936 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -24910914.000000 Penalty: 6021.716309
	Iteration 118Q: 3 clusters Score -2.491091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -24910920.000000 Penalty: 6021.716309
	Iteration 119Q: 3 clusters Score -2.491092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185940 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -24910930.000000 Penalty: 6021.716309
	Iteration 120F: 3 clusters Score -2.491093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185944 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -24910938.000000 Penalty: 6021.716309
	Iteration 121Q: 3 clusters Score -2.491094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -24910950.000000 Penalty: 6021.716309
	Iteration 122Q: 3 clusters Score -2.491095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -24910938.000000 Penalty: 6021.716309
	Iteration 123Q: 3 clusters Score -2.491094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24910922.000000 Penalty: 6021.716309
	Iteration 124Q: 3 clusters Score -2.491092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -24910926.000000 Penalty: 6021.716309
	Iteration 125Q: 3 clusters Score -2.491093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -24910930.000000 Penalty: 6021.716309
	Iteration 126Q: 3 clusters Score -2.491093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -24910930.000000 Penalty: 6021.716309
	Iteration 127F: 3 clusters Score -2.491093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Entering Unmasked Estep 
Score: -7067144.000000 Penalty: 2695.466553
	Iteration 0F: 2 clusters Score -7067144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -7031905.500000 Penalty: 5390.933105
	Iteration 0F: 3 clusters Score -7031906 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -7045631.000000 Penalty: 5390.933105
	Iteration 1F: 3 clusters Score -7045631 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -7046584.000000 Penalty: 5390.933105
	Iteration 2Q: 3 clusters Score -7046584 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7047776.500000 Penalty: 5390.933105
	Iteration 3Q: 3 clusters Score -7047776 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7049273.500000 Penalty: 5390.933105
	Iteration 4F: 3 clusters Score -7049274 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7051123.500000 Penalty: 5390.933105
	Iteration 5F: 3 clusters Score -7051124 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -7053357.500000 Penalty: 5390.933105
	Iteration 6F: 3 clusters Score -7053358 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -7055652.500000 Penalty: 5390.933105
	Iteration 7F: 3 clusters Score -7055652 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -7057726.000000 Penalty: 5390.933105
	Iteration 8F: 3 clusters Score -7057726 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -7059005.000000 Penalty: 5390.933105
	Iteration 9Q: 3 clusters Score -7059005 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -7059672.000000 Penalty: 5390.933105
	Iteration 10Q: 3 clusters Score -7059672 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -7059982.500000 Penalty: 5390.933105
	Iteration 11Q: 3 clusters Score -7059982 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -7060209.500000 Penalty: 5390.933105
	Iteration 12Q: 3 clusters Score -7060210 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -7060340.500000 Penalty: 5390.933105
	Iteration 13Q: 3 clusters Score -7060340 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -7060482.000000 Penalty: 5390.933105
	Iteration 14Q: 3 clusters Score -7060482 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -7060599.500000 Penalty: 5390.933105
	Iteration 15Q: 3 clusters Score -7060600 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7060700.500000 Penalty: 5390.933105
	Iteration 16Q: 3 clusters Score -7060700 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -7060796.500000 Penalty: 5390.933105
	Iteration 17Q: 3 clusters Score -7060796 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -7060886.000000 Penalty: 5390.933105
	Iteration 18Q: 3 clusters Score -7060886 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -7060982.500000 Penalty: 5390.933105
	Iteration 19Q: 3 clusters Score -7060982 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -7061096.500000 Penalty: 5390.933105
	Iteration 20F: 3 clusters Score -7061096 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -7061219.000000 Penalty: 5390.933105
	Iteration 21Q: 3 clusters Score -7061219 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7061332 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7061448 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7061610 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7061768 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7061940 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7062088 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7062218 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7062373 nChanged 560
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Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7062516 nChanged 515
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7062633 nChanged 504
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Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7062740 nChanged 502
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7062851 nChanged 481
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7062984 nChanged 448
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Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7063100 nChanged 446
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Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7063175 nChanged 400
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Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7063296 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -7063379.500000 Penalty: 5390.933105
	Iteration 38Q: 3 clusters Score -7063380 nChanged 387
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7063484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7063556 nChanged 311
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Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7063620 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7063704 nChanged 316
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Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7063770 nChanged 312
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Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7063820 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7063886 nChanged 299
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Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7063954 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7064036 nChanged 261
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Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7064087 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7064210 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7064264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7064278 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7064338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7064343 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7064367 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7064384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -7064400.500000 Penalty: 5390.933105
	Iteration 57Q: 3 clusters Score -7064400 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7064422 nChanged 103
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Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7064440 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7064465 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7064478 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7064498 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7064514 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7064532 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7064542 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7064544 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7064542 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7064570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7064573.500000 Penalty: 5390.933105
	Iteration 69Q: 3 clusters Score -7064574 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7064589 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7064600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7064608 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7064615.000000 Penalty: 5390.933105
	Iteration 73Q: 3 clusters Score -7064615 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7064630 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7064638 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7064635.500000 Penalty: 5390.933105
	Iteration 76Q: 3 clusters Score -7064636 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7064646 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7064664 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7064671 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7064676.500000 Penalty: 5390.933105
	Iteration 80F: 3 clusters Score -7064676 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7064693 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7064682 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7064700 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7064720 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7064726.500000 Penalty: 5390.933105
	Iteration 85Q: 3 clusters Score -7064726 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7064764 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7064778 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7064777 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7064786 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7064797 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7064790 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7064798 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7064810 nChanged 29
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Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7064817.500000 Penalty: 5390.933105
	Iteration 94Q: 3 clusters Score -7064818 nChanged 32
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Mstep: Class 1 contains 50082 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7064820 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7064828 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7064821.500000 Penalty: 5390.933105
	Iteration 97Q: 3 clusters Score -7064822 nChanged 35
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Mstep: Class 1 contains 50176 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7064838 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7064836 nChanged 38
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Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7064843.000000 Penalty: 5390.933105
	Iteration 100F: 3 clusters Score -7064843 nChanged 32
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Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7064848.500000 Penalty: 5390.933105
	Iteration 101Q: 3 clusters Score -7064848 nChanged 28
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Mstep: Class 1 contains 50301 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7064855 nChanged 24
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Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7064864 nChanged 20
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Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7064862 nChanged 19
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Mstep: Class 1 contains 50364 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7064860 nChanged 15
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Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7064873 nChanged 16
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Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7064875 nChanged 10
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7064866 nChanged 5
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7064871 nChanged 5
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Mstep: Class 1 contains 50415 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7064876 nChanged 9
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Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7064877 nChanged 12
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7064891 nChanged 14
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Mstep: Class 1 contains 50446 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7064892 nChanged 11
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	Iteration 114Q: 3 clusters Score -7064905 nChanged 14
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Entering Unmasked Estep 
Score: -7064914.000000 Penalty: 5390.933105
	Iteration 115Q: 3 clusters Score -7064914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7064911.500000 Penalty: 5390.933105
	Iteration 116Q: 3 clusters Score -7064912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7064913.500000 Penalty: 5390.933105
	Iteration 117Q: 3 clusters Score -7064914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7064911.000000 Penalty: 5390.933105
	Iteration 118Q: 3 clusters Score -7064911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7064915.000000 Penalty: 5390.933105
	Iteration 119Q: 3 clusters Score -7064915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7064913.000000 Penalty: 5390.933105
	Iteration 120F: 3 clusters Score -7064913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7064923.000000 Penalty: 5390.933105
	Iteration 121Q: 3 clusters Score -7064923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7064931.500000 Penalty: 5390.933105
	Iteration 122Q: 3 clusters Score -7064932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7064928.500000 Penalty: 5390.933105
	Iteration 123Q: 3 clusters Score -7064928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7064940.500000 Penalty: 5390.933105
	Iteration 124Q: 3 clusters Score -7064940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7064932.500000 Penalty: 5390.933105
	Iteration 125Q: 3 clusters Score -7064932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7064937.500000 Penalty: 5390.933105
	Iteration 126Q: 3 clusters Score -7064938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7064937.500000 Penalty: 5390.933105
	Iteration 127Q: 3 clusters Score -7064938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7064937.500000 Penalty: 5390.933105
	Iteration 128Q: 3 clusters Score -7064938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7064937.500000 Penalty: 5390.933105
	Iteration 129F: 3 clusters Score -7064938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Entering Unmasked Estep 
Score: -3998317.750000 Penalty: 2554.236328
	Iteration 0F: 2 clusters Score -3998318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3977709.750000 Penalty: 5108.472656
	Iteration 0F: 3 clusters Score -3977710 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3984968.750000 Penalty: 5108.472656
	Iteration 1F: 3 clusters Score -3984969 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3985448.250000 Penalty: 5108.472656
	Iteration 2Q: 3 clusters Score -3985448 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3985928.750000 Penalty: 5108.472656
	Iteration 3Q: 3 clusters Score -3985929 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3986498.250000 Penalty: 5108.472656
	Iteration 4Q: 3 clusters Score -3986498 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3987103.000000 Penalty: 5108.472656
	Iteration 5Q: 3 clusters Score -3987103 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3987816.250000 Penalty: 5108.472656
	Iteration 6Q: 3 clusters Score -3987816 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3988917.750000 Penalty: 5108.472656
	Iteration 7F: 3 clusters Score -3988918 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3990314.000000 Penalty: 5108.472656
	Iteration 8F: 3 clusters Score -3990314 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3991839.750000 Penalty: 5108.472656
	Iteration 9F: 3 clusters Score -3991840 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3993313.500000 Penalty: 5108.472656
	Iteration 10F: 3 clusters Score -3993314 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3994438.250000 Penalty: 5108.472656
	Iteration 11Q: 3 clusters Score -3994438 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3995157.750000 Penalty: 5108.472656
	Iteration 12Q: 3 clusters Score -3995158 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3995580.250000 Penalty: 5108.472656
	Iteration 13Q: 3 clusters Score -3995580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3995795.750000 Penalty: 5108.472656
	Iteration 14Q: 3 clusters Score -3995796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3995887.500000 Penalty: 5108.472656
	Iteration 15Q: 3 clusters Score -3995888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3995943.500000 Penalty: 5108.472656
	Iteration 16Q: 3 clusters Score -3995944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3996002.250000 Penalty: 5108.472656
	Iteration 17Q: 3 clusters Score -3996002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3996035.250000 Penalty: 5108.472656
	Iteration 18Q: 3 clusters Score -3996035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3996046.750000 Penalty: 5108.472656
	Iteration 19Q: 3 clusters Score -3996047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3996055.750000 Penalty: 5108.472656
	Iteration 20F: 3 clusters Score -3996056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3996068.000000 Penalty: 5108.472656
	Iteration 21Q: 3 clusters Score -3996068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3996076.250000 Penalty: 5108.472656
	Iteration 22Q: 3 clusters Score -3996076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3996081.500000 Penalty: 5108.472656
	Iteration 23Q: 3 clusters Score -3996082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3996086.750000 Penalty: 5108.472656
	Iteration 24Q: 3 clusters Score -3996087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3996090.250000 Penalty: 5108.472656
	Iteration 25Q: 3 clusters Score -3996090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3996093.750000 Penalty: 5108.472656
	Iteration 26Q: 3 clusters Score -3996094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3996093.750000 Penalty: 5108.472656
	Iteration 27F: 3 clusters Score -3996094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Entering Unmasked Estep 
Score: -6535526.000000 Penalty: 2676.042480
	Iteration 0F: 2 clusters Score -6535526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -6502598.000000 Penalty: 5352.084961
	Iteration 0F: 3 clusters Score -6502598 nChanged 22513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -6514876.500000 Penalty: 5352.084961
	Iteration 1F: 3 clusters Score -6514876 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6515363.000000 Penalty: 5352.084961
	Iteration 2Q: 3 clusters Score -6515363 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -6515856.000000 Penalty: 5352.084961
	Iteration 3Q: 3 clusters Score -6515856 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6516302.500000 Penalty: 5352.084961
	Iteration 4Q: 3 clusters Score -6516302 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6516775.000000 Penalty: 5352.084961
	Iteration 5Q: 3 clusters Score -6516775 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -6517365.000000 Penalty: 5352.084961
	Iteration 6Q: 3 clusters Score -6517365 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6518170.500000 Penalty: 5352.084961
	Iteration 7Q: 3 clusters Score -6518170 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -6519150.000000 Penalty: 5352.084961
	Iteration 8Q: 3 clusters Score -6519150 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6520333.500000 Penalty: 5352.084961
	Iteration 9Q: 3 clusters Score -6520334 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -6521880.000000 Penalty: 5352.084961
	Iteration 10F: 3 clusters Score -6521880 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -6523776.500000 Penalty: 5352.084961
	Iteration 11F: 3 clusters Score -6523776 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -6525656.500000 Penalty: 5352.084961
	Iteration 12F: 3 clusters Score -6525656 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6527042.500000 Penalty: 5352.084961
	Iteration 13F: 3 clusters Score -6527042 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -6527661.500000 Penalty: 5352.084961
	Iteration 14Q: 3 clusters Score -6527662 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -6528027.500000 Penalty: 5352.084961
	Iteration 15Q: 3 clusters Score -6528028 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -6528319.000000 Penalty: 5352.084961
	Iteration 16Q: 3 clusters Score -6528319 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6528561.500000 Penalty: 5352.084961
	Iteration 17Q: 3 clusters Score -6528562 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -6528845.000000 Penalty: 5352.084961
	Iteration 18Q: 3 clusters Score -6528845 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -6529033.000000 Penalty: 5352.084961
	Iteration 19Q: 3 clusters Score -6529033 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6529253.500000 Penalty: 5352.084961
	Iteration 20F: 3 clusters Score -6529254 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -6529412.000000 Penalty: 5352.084961
	Iteration 21Q: 3 clusters Score -6529412 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -6529563.000000 Penalty: 5352.084961
	Iteration 22Q: 3 clusters Score -6529563 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6529684.000000 Penalty: 5352.084961
	Iteration 23Q: 3 clusters Score -6529684 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6529820.000000 Penalty: 5352.084961
	Iteration 24Q: 3 clusters Score -6529820 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -6529962.000000 Penalty: 5352.084961
	Iteration 25Q: 3 clusters Score -6529962 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -6530068.000000 Penalty: 5352.084961
	Iteration 26Q: 3 clusters Score -6530068 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6530191.500000 Penalty: 5352.084961
	Iteration 27Q: 3 clusters Score -6530192 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6530291.000000 Penalty: 5352.084961
	Iteration 28Q: 3 clusters Score -6530291 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -6530421.500000 Penalty: 5352.084961
	Iteration 29Q: 3 clusters Score -6530422 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -6530514.500000 Penalty: 5352.084961
	Iteration 30Q: 3 clusters Score -6530514 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -6530657.500000 Penalty: 5352.084961
	Iteration 31Q: 3 clusters Score -6530658 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -6530743.500000 Penalty: 5352.084961
	Iteration 32Q: 3 clusters Score -6530744 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6530824.500000 Penalty: 5352.084961
	Iteration 33Q: 3 clusters Score -6530824 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -6530926.000000 Penalty: 5352.084961
	Iteration 34Q: 3 clusters Score -6530926 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -6531052.000000 Penalty: 5352.084961
	Iteration 35Q: 3 clusters Score -6531052 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -6531165.000000 Penalty: 5352.084961
	Iteration 36Q: 3 clusters Score -6531165 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -6531261.000000 Penalty: 5352.084961
	Iteration 37Q: 3 clusters Score -6531261 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6531378.500000 Penalty: 5352.084961
	Iteration 38Q: 3 clusters Score -6531378 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6531511.000000 Penalty: 5352.084961
	Iteration 39Q: 3 clusters Score -6531511 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -6531618.500000 Penalty: 5352.084961
	Iteration 40F: 3 clusters Score -6531618 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -6531741.500000 Penalty: 5352.084961
	Iteration 41Q: 3 clusters Score -6531742 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6531842.500000 Penalty: 5352.084961
	Iteration 42Q: 3 clusters Score -6531842 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6531989.000000 Penalty: 5352.084961
	Iteration 43Q: 3 clusters Score -6531989 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -6532065.500000 Penalty: 5352.084961
	Iteration 44Q: 3 clusters Score -6532066 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6532220.500000 Penalty: 5352.084961
	Iteration 45Q: 3 clusters Score -6532220 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6532319.500000 Penalty: 5352.084961
	Iteration 46Q: 3 clusters Score -6532320 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6532414.000000 Penalty: 5352.084961
	Iteration 47Q: 3 clusters Score -6532414 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6532471.000000 Penalty: 5352.084961
	Iteration 48Q: 3 clusters Score -6532471 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -6532553.000000 Penalty: 5352.084961
	Iteration 49Q: 3 clusters Score -6532553 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6532643.500000 Penalty: 5352.084961
	Iteration 50Q: 3 clusters Score -6532644 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6532712.000000 Penalty: 5352.084961
	Iteration 51Q: 3 clusters Score -6532712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6532765.000000 Penalty: 5352.084961
	Iteration 52Q: 3 clusters Score -6532765 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6532846.000000 Penalty: 5352.084961
	Iteration 53Q: 3 clusters Score -6532846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -6532904.000000 Penalty: 5352.084961
	Iteration 54Q: 3 clusters Score -6532904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6532950.500000 Penalty: 5352.084961
	Iteration 55Q: 3 clusters Score -6532950 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6532993.500000 Penalty: 5352.084961
	Iteration 56Q: 3 clusters Score -6532994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6533037.500000 Penalty: 5352.084961
	Iteration 57Q: 3 clusters Score -6533038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6533056.500000 Penalty: 5352.084961
	Iteration 58Q: 3 clusters Score -6533056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6533077.500000 Penalty: 5352.084961
	Iteration 59Q: 3 clusters Score -6533078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6533108.000000 Penalty: 5352.084961
	Iteration 60F: 3 clusters Score -6533108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6533151.000000 Penalty: 5352.084961
	Iteration 61Q: 3 clusters Score -6533151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6533166.500000 Penalty: 5352.084961
	Iteration 62Q: 3 clusters Score -6533166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6533190.000000 Penalty: 5352.084961
	Iteration 63Q: 3 clusters Score -6533190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6533207.500000 Penalty: 5352.084961
	Iteration 64Q: 3 clusters Score -6533208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6533219.500000 Penalty: 5352.084961
	Iteration 65Q: 3 clusters Score -6533220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6533236.000000 Penalty: 5352.084961
	Iteration 66Q: 3 clusters Score -6533236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6533251.000000 Penalty: 5352.084961
	Iteration 67Q: 3 clusters Score -6533251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6533273.500000 Penalty: 5352.084961
	Iteration 68Q: 3 clusters Score -6533274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6533267.000000 Penalty: 5352.084961
	Iteration 69Q: 3 clusters Score -6533267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6533283.500000 Penalty: 5352.084961
	Iteration 70Q: 3 clusters Score -6533284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6533291.000000 Penalty: 5352.084961
	Iteration 71Q: 3 clusters Score -6533291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6533291.000000 Penalty: 5352.084961
	Iteration 72Q: 3 clusters Score -6533291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6533297.500000 Penalty: 5352.084961
	Iteration 73Q: 3 clusters Score -6533298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6533309.500000 Penalty: 5352.084961
	Iteration 74Q: 3 clusters Score -6533310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6533314.500000 Penalty: 5352.084961
	Iteration 75Q: 3 clusters Score -6533314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6533309.000000 Penalty: 5352.084961
	Iteration 76Q: 3 clusters Score -6533309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6533308.000000 Penalty: 5352.084961
	Iteration 77Q: 3 clusters Score -6533308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6533307.000000 Penalty: 5352.084961
	Iteration 78Q: 3 clusters Score -6533307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6533320.000000 Penalty: 5352.084961
	Iteration 79Q: 3 clusters Score -6533320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6533332.500000 Penalty: 5352.084961
	Iteration 80F: 3 clusters Score -6533332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6533334.000000 Penalty: 5352.084961
	Iteration 81Q: 3 clusters Score -6533334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6533338.500000 Penalty: 5352.084961
	Iteration 82Q: 3 clusters Score -6533338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6533342.000000 Penalty: 5352.084961
	Iteration 83Q: 3 clusters Score -6533342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6533342.500000 Penalty: 5352.084961
	Iteration 84Q: 3 clusters Score -6533342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6533344.500000 Penalty: 5352.084961
	Iteration 85Q: 3 clusters Score -6533344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6533348.000000 Penalty: 5352.084961
	Iteration 86Q: 3 clusters Score -6533348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6533343.500000 Penalty: 5352.084961
	Iteration 87Q: 3 clusters Score -6533344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6533353.000000 Penalty: 5352.084961
	Iteration 88Q: 3 clusters Score -6533353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6533351.500000 Penalty: 5352.084961
	Iteration 89Q: 3 clusters Score -6533352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6533355.000000 Penalty: 5352.084961
	Iteration 90Q: 3 clusters Score -6533355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6533359.000000 Penalty: 5352.084961
	Iteration 91Q: 3 clusters Score -6533359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6533358.000000 Penalty: 5352.084961
	Iteration 92Q: 3 clusters Score -6533358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6533360.000000 Penalty: 5352.084961
	Iteration 93Q: 3 clusters Score -6533360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6533363.000000 Penalty: 5352.084961
	Iteration 94Q: 3 clusters Score -6533363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6533361.500000 Penalty: 5352.084961
	Iteration 95Q: 3 clusters Score -6533362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6533358.500000 Penalty: 5352.084961
	Iteration 96Q: 3 clusters Score -6533358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6533358.500000 Penalty: 5352.084961
	Iteration 97Q: 3 clusters Score -6533358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6533360.500000 Penalty: 5352.084961
	Iteration 98Q: 3 clusters Score -6533360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6533355.500000 Penalty: 5352.084961
	Iteration 99Q: 3 clusters Score -6533356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6533357.000000 Penalty: 5352.084961
	Iteration 100F: 3 clusters Score -6533357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6533359.000000 Penalty: 5352.084961
	Iteration 101Q: 3 clusters Score -6533359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6533357.000000 Penalty: 5352.084961
	Iteration 102Q: 3 clusters Score -6533357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6533361.000000 Penalty: 5352.084961
	Iteration 103Q: 3 clusters Score -6533361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6533361.000000 Penalty: 5352.084961
	Iteration 104F: 3 clusters Score -6533361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (219728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219728 members 
Entering Unmasked Estep 
Score: -29144430.000000 Penalty: 3050.436279
	Iteration 0F: 2 clusters Score -2.914443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -29011244.000000 Penalty: 6100.872559
	Iteration 0F: 3 clusters Score -2.901124e+07 nChanged 105699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -29072938.000000 Penalty: 6100.872559
	Iteration 1F: 3 clusters Score -2.907294e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -29074104.000000 Penalty: 6100.872559
	Iteration 2Q: 3 clusters Score -2.90741e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -29075624.000000 Penalty: 6100.872559
	Iteration 3Q: 3 clusters Score -2.907562e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -29078866.000000 Penalty: 6100.872559
	Iteration 4Q: 3 clusters Score -2.907887e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143771 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -29084878.000000 Penalty: 6100.872559
	Iteration 5F: 3 clusters Score -2.908488e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159375 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -29095400.000000 Penalty: 6100.872559
	Iteration 6F: 3 clusters Score -2.90954e+07 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177675 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -29110342.000000 Penalty: 6100.872559
	Iteration 7F: 3 clusters Score -2.911034e+07 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194122 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -29123380.000000 Penalty: 6100.872559
	Iteration 8F: 3 clusters Score -2.912338e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205283 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -29131638.000000 Penalty: 6100.872559
	Iteration 9F: 3 clusters Score -2.913164e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211409 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -29136042.000000 Penalty: 6100.872559
	Iteration 10Q: 3 clusters Score -2.913604e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -29138452.000000 Penalty: 6100.872559
	Iteration 11Q: 3 clusters Score -2.913845e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216425 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -29139676.000000 Penalty: 6100.872559
	Iteration 12Q: 3 clusters Score -2.913968e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217382 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -29140458.000000 Penalty: 6100.872559
	Iteration 13Q: 3 clusters Score -2.914046e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217957 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -29140930.000000 Penalty: 6100.872559
	Iteration 14Q: 3 clusters Score -2.914093e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218283 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -29141168.000000 Penalty: 6100.872559
	Iteration 15Q: 3 clusters Score -2.914117e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218472 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -29141354.000000 Penalty: 6100.872559
	Iteration 16Q: 3 clusters Score -2.914135e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218601 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -29141464.000000 Penalty: 6100.872559
	Iteration 17Q: 3 clusters Score -2.914146e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218702 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -29141576.000000 Penalty: 6100.872559
	Iteration 18Q: 3 clusters Score -2.914158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218774 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -29141604.000000 Penalty: 6100.872559
	Iteration 19Q: 3 clusters Score -2.91416e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29141604.000000 Penalty: 6100.872559
	Iteration 20F: 3 clusters Score -2.91416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -29141670.000000 Penalty: 6100.872559
	Iteration 21Q: 3 clusters Score -2.914167e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218899 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -29141732.000000 Penalty: 6100.872559
	Iteration 22Q: 3 clusters Score -2.914173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218921 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -29141760.000000 Penalty: 6100.872559
	Iteration 23Q: 3 clusters Score -2.914176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218932 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -29141740.000000 Penalty: 6100.872559
	Iteration 24Q: 3 clusters Score -2.914174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -29141736.000000 Penalty: 6100.872559
	Iteration 25Q: 3 clusters Score -2.914174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218949 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -29141730.000000 Penalty: 6100.872559
	Iteration 26Q: 3 clusters Score -2.914173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218955 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -29141722.000000 Penalty: 6100.872559
	Iteration 27Q: 3 clusters Score -2.914172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218957 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -29141714.000000 Penalty: 6100.872559
	Iteration 28Q: 3 clusters Score -2.914171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218960 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -29141712.000000 Penalty: 6100.872559
	Iteration 29Q: 3 clusters Score -2.914171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218962 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -29141706.000000 Penalty: 6100.872559
	Iteration 30Q: 3 clusters Score -2.914171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218966 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -29141740.000000 Penalty: 6100.872559
	Iteration 31Q: 3 clusters Score -2.914174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218971 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -29141738.000000 Penalty: 6100.872559
	Iteration 32Q: 3 clusters Score -2.914174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218976 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -29141754.000000 Penalty: 6100.872559
	Iteration 33Q: 3 clusters Score -2.914175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218982 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -29141770.000000 Penalty: 6100.872559
	Iteration 34Q: 3 clusters Score -2.914177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218985 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -29141778.000000 Penalty: 6100.872559
	Iteration 35Q: 3 clusters Score -2.914178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -29141796.000000 Penalty: 6100.872559
	Iteration 36Q: 3 clusters Score -2.91418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218992 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -29141780.000000 Penalty: 6100.872559
	Iteration 37Q: 3 clusters Score -2.914178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218995 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -29141778.000000 Penalty: 6100.872559
	Iteration 38Q: 3 clusters Score -2.914178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218999 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -29141780.000000 Penalty: 6100.872559
	Iteration 39Q: 3 clusters Score -2.914178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219002 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -29141776.000000 Penalty: 6100.872559
	Iteration 40F: 3 clusters Score -2.914178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219005 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -29141778.000000 Penalty: 6100.872559
	Iteration 41Q: 3 clusters Score -2.914178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219005 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -29141774.000000 Penalty: 6100.872559
	Iteration 42Q: 3 clusters Score -2.914177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -29141786.000000 Penalty: 6100.872559
	Iteration 43Q: 3 clusters Score -2.914179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219006 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -29141774.000000 Penalty: 6100.872559
	Iteration 44Q: 3 clusters Score -2.914177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -29141778.000000 Penalty: 6100.872559
	Iteration 45Q: 3 clusters Score -2.914178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -29141786.000000 Penalty: 6100.872559
	Iteration 46Q: 3 clusters Score -2.914179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219010 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -29141780.000000 Penalty: 6100.872559
	Iteration 47Q: 3 clusters Score -2.914178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219015 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -29141794.000000 Penalty: 6100.872559
	Iteration 48Q: 3 clusters Score -2.914179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219020 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -29141806.000000 Penalty: 6100.872559
	Iteration 49Q: 3 clusters Score -2.914181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -29141816.000000 Penalty: 6100.872559
	Iteration 50Q: 3 clusters Score -2.914182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -29141812.000000 Penalty: 6100.872559
	Iteration 51Q: 3 clusters Score -2.914181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219028 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -29141808.000000 Penalty: 6100.872559
	Iteration 52Q: 3 clusters Score -2.914181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -29141800.000000 Penalty: 6100.872559
	Iteration 53Q: 3 clusters Score -2.91418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219032 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -29141798.000000 Penalty: 6100.872559
	Iteration 54Q: 3 clusters Score -2.91418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -29141814.000000 Penalty: 6100.872559
	Iteration 55Q: 3 clusters Score -2.914181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -29141808.000000 Penalty: 6100.872559
	Iteration 56Q: 3 clusters Score -2.914181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -29141812.000000 Penalty: 6100.872559
	Iteration 57Q: 3 clusters Score -2.914181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -29141812.000000 Penalty: 6100.872559
	Iteration 58Q: 3 clusters Score -2.914181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -29141810.000000 Penalty: 6100.872559
	Iteration 59Q: 3 clusters Score -2.914181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -29141804.000000 Penalty: 6100.872559
	Iteration 60F: 3 clusters Score -2.91418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219040 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -29141808.000000 Penalty: 6100.872559
	Iteration 61Q: 3 clusters Score -2.914181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219041 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -29141802.000000 Penalty: 6100.872559
	Iteration 62Q: 3 clusters Score -2.91418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219042 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29141810.000000 Penalty: 6100.872559
	Iteration 63Q: 3 clusters Score -2.914181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219042 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29141810.000000 Penalty: 6100.872559
	Iteration 64F: 3 clusters Score -2.914181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Entering Unmasked Estep 
Score: -5516248.500000 Penalty: 2633.937744
	Iteration 0F: 2 clusters Score -5516248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5488375.500000 Penalty: 5267.875488
	Iteration 0F: 3 clusters Score -5488376 nChanged 18836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5499072.000000 Penalty: 5267.875488
	Iteration 1F: 3 clusters Score -5499072 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5499647.000000 Penalty: 5267.875488
	Iteration 2Q: 3 clusters Score -5499647 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5500223.500000 Penalty: 5267.875488
	Iteration 3Q: 3 clusters Score -5500224 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -5500951.000000 Penalty: 5267.875488
	Iteration 4Q: 3 clusters Score -5500951 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5502116.000000 Penalty: 5267.875488
	Iteration 5Q: 3 clusters Score -5502116 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5503616.000000 Penalty: 5267.875488
	Iteration 6F: 3 clusters Score -5503616 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5505578.000000 Penalty: 5267.875488
	Iteration 7F: 3 clusters Score -5505578 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5507626.500000 Penalty: 5267.875488
	Iteration 8F: 3 clusters Score -5507626 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5509523.000000 Penalty: 5267.875488
	Iteration 9F: 3 clusters Score -5509523 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5511025.000000 Penalty: 5267.875488
	Iteration 10Q: 3 clusters Score -5511025 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5512012.500000 Penalty: 5267.875488
	Iteration 11Q: 3 clusters Score -5512012 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5512668.500000 Penalty: 5267.875488
	Iteration 12Q: 3 clusters Score -5512668 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5513065.500000 Penalty: 5267.875488
	Iteration 13Q: 3 clusters Score -5513066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5513334.000000 Penalty: 5267.875488
	Iteration 14Q: 3 clusters Score -5513334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5513520.500000 Penalty: 5267.875488
	Iteration 15Q: 3 clusters Score -5513520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5513644.000000 Penalty: 5267.875488
	Iteration 16Q: 3 clusters Score -5513644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5513728.500000 Penalty: 5267.875488
	Iteration 17Q: 3 clusters Score -5513728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5513775.500000 Penalty: 5267.875488
	Iteration 18Q: 3 clusters Score -5513776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5513809.000000 Penalty: 5267.875488
	Iteration 19Q: 3 clusters Score -5513809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5513847.000000 Penalty: 5267.875488
	Iteration 20F: 3 clusters Score -5513847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5513871.000000 Penalty: 5267.875488
	Iteration 21Q: 3 clusters Score -5513871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5513887.500000 Penalty: 5267.875488
	Iteration 22Q: 3 clusters Score -5513888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5513910.500000 Penalty: 5267.875488
	Iteration 23Q: 3 clusters Score -5513910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5513921.000000 Penalty: 5267.875488
	Iteration 24Q: 3 clusters Score -5513921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5513927.500000 Penalty: 5267.875488
	Iteration 25Q: 3 clusters Score -5513928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5513942.000000 Penalty: 5267.875488
	Iteration 26Q: 3 clusters Score -5513942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5513944.000000 Penalty: 5267.875488
	Iteration 27Q: 3 clusters Score -5513944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5513957.000000 Penalty: 5267.875488
	Iteration 28Q: 3 clusters Score -5513957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5513974.500000 Penalty: 5267.875488
	Iteration 29Q: 3 clusters Score -5513974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5513978.000000 Penalty: 5267.875488
	Iteration 30Q: 3 clusters Score -5513978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5513984.000000 Penalty: 5267.875488
	Iteration 31Q: 3 clusters Score -5513984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -5513981.000000 Penalty: 5267.875488
	Iteration 32Q: 3 clusters Score -5513981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -5513986.000000 Penalty: 5267.875488
	Iteration 33Q: 3 clusters Score -5513986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5513987.000000 Penalty: 5267.875488
	Iteration 34Q: 3 clusters Score -5513987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5513988.500000 Penalty: 5267.875488
	Iteration 35Q: 3 clusters Score -5513988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5513988.500000 Penalty: 5267.875488
	Iteration 36F: 3 clusters Score -5513988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -142503.593750 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -142503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -140482.750000 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -140482.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140782.187500 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -140782.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140840.109375 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -140840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140882.281250 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -140882.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140913.109375 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -140913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140932.109375 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -140932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140946.828125 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -140946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140956.828125 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -140956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140962.921875 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -140962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140965.468750 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -140965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140970.062500 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -140970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140974.046875 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -140974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -140978.625000 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -140978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140983.000000 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -140983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140987.078125 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -140987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140993.531250 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -140993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140995.828125 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -140995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140997.250000 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -140997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140998.671875 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -140998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140998.671875 Penalty: 3466.252930
	Iteration 19F: 3 clusters Score -140998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Entering Unmasked Estep 
Score: -7017419.500000 Penalty: 2703.632812
	Iteration 0F: 2 clusters Score -7017420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6981037.500000 Penalty: 5407.265625
	Iteration 0F: 3 clusters Score -6981038 nChanged 25090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6994677.000000 Penalty: 5407.265625
	Iteration 1F: 3 clusters Score -6994677 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6995180.500000 Penalty: 5407.265625
	Iteration 2Q: 3 clusters Score -6995180 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -6995853.000000 Penalty: 5407.265625
	Iteration 3Q: 3 clusters Score -6995853 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -6996733.000000 Penalty: 5407.265625
	Iteration 4Q: 3 clusters Score -6996733 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6998132.000000 Penalty: 5407.265625
	Iteration 5F: 3 clusters Score -6998132 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -7000428.000000 Penalty: 5407.265625
	Iteration 6F: 3 clusters Score -7000428 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -7004001.500000 Penalty: 5407.265625
	Iteration 7F: 3 clusters Score -7004002 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7008298.500000 Penalty: 5407.265625
	Iteration 8F: 3 clusters Score -7008298 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7012076.500000 Penalty: 5407.265625
	Iteration 9F: 3 clusters Score -7012076 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7014037.500000 Penalty: 5407.265625
	Iteration 10Q: 3 clusters Score -7014038 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7014766.000000 Penalty: 5407.265625
	Iteration 11Q: 3 clusters Score -7014766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7015064.500000 Penalty: 5407.265625
	Iteration 12Q: 3 clusters Score -7015064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7015163.000000 Penalty: 5407.265625
	Iteration 13Q: 3 clusters Score -7015163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7015226.000000 Penalty: 5407.265625
	Iteration 14Q: 3 clusters Score -7015226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7015270.500000 Penalty: 5407.265625
	Iteration 15Q: 3 clusters Score -7015270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7015289.500000 Penalty: 5407.265625
	Iteration 16Q: 3 clusters Score -7015290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7015294.500000 Penalty: 5407.265625
	Iteration 17Q: 3 clusters Score -7015294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7015305.500000 Penalty: 5407.265625
	Iteration 18Q: 3 clusters Score -7015306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7015315.000000 Penalty: 5407.265625
	Iteration 19Q: 3 clusters Score -7015315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7015319.500000 Penalty: 5407.265625
	Iteration 20F: 3 clusters Score -7015320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7015318.500000 Penalty: 5407.265625
	Iteration 21Q: 3 clusters Score -7015318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7015326.500000 Penalty: 5407.265625
	Iteration 22Q: 3 clusters Score -7015326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7015326.500000 Penalty: 5407.265625
	Iteration 23Q: 3 clusters Score -7015326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7015332.000000 Penalty: 5407.265625
	Iteration 24Q: 3 clusters Score -7015332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7015336.000000 Penalty: 5407.265625
	Iteration 25Q: 3 clusters Score -7015336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7015336.000000 Penalty: 5407.265625
	Iteration 26Q: 3 clusters Score -7015336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 5407.265625
	Iteration 27Q: 3 clusters Score -7015336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7015335.500000 Penalty: 5407.265625
	Iteration 28F: 3 clusters Score -7015336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Entering Unmasked Estep 
Score: -7280888.500000 Penalty: 2704.098389
	Iteration 0F: 2 clusters Score -7280888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -7244432.500000 Penalty: 5408.196777
	Iteration 0F: 3 clusters Score -7244432 nChanged 25082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7258004.000000 Penalty: 5408.196777
	Iteration 1F: 3 clusters Score -7258004 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -7258859.000000 Penalty: 5408.196777
	Iteration 2Q: 3 clusters Score -7258859 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -7259980.500000 Penalty: 5408.196777
	Iteration 3Q: 3 clusters Score -7259980 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -7261574.000000 Penalty: 5408.196777
	Iteration 4F: 3 clusters Score -7261574 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -7263757.500000 Penalty: 5408.196777
	Iteration 5F: 3 clusters Score -7263758 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -7266432.000000 Penalty: 5408.196777
	Iteration 6F: 3 clusters Score -7266432 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7269768.000000 Penalty: 5408.196777
	Iteration 7F: 3 clusters Score -7269768 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7273086.000000 Penalty: 5408.196777
	Iteration 8F: 3 clusters Score -7273086 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7275294.000000 Penalty: 5408.196777
	Iteration 9F: 3 clusters Score -7275294 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7276186.500000 Penalty: 5408.196777
	Iteration 10Q: 3 clusters Score -7276186 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -7276575.000000 Penalty: 5408.196777
	Iteration 11Q: 3 clusters Score -7276575 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -7276832.500000 Penalty: 5408.196777
	Iteration 12Q: 3 clusters Score -7276832 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -7277055.000000 Penalty: 5408.196777
	Iteration 13Q: 3 clusters Score -7277055 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -7277216.500000 Penalty: 5408.196777
	Iteration 14Q: 3 clusters Score -7277216 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -7277358.000000 Penalty: 5408.196777
	Iteration 15Q: 3 clusters Score -7277358 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -7277587.000000 Penalty: 5408.196777
	Iteration 16Q: 3 clusters Score -7277587 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -7277808.000000 Penalty: 5408.196777
	Iteration 17Q: 3 clusters Score -7277808 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -7277921.500000 Penalty: 5408.196777
	Iteration 18Q: 3 clusters Score -7277922 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -7278093.000000 Penalty: 5408.196777
	Iteration 19Q: 3 clusters Score -7278093 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -7278258.500000 Penalty: 5408.196777
	Iteration 20F: 3 clusters Score -7278258 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -7278422.000000 Penalty: 5408.196777
	Iteration 21Q: 3 clusters Score -7278422 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -7278511.500000 Penalty: 5408.196777
	Iteration 22Q: 3 clusters Score -7278512 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -7278618.500000 Penalty: 5408.196777
	Iteration 23Q: 3 clusters Score -7278618 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -7278722.000000 Penalty: 5408.196777
	Iteration 24Q: 3 clusters Score -7278722 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -7278830.000000 Penalty: 5408.196777
	Iteration 25Q: 3 clusters Score -7278830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -7278944.500000 Penalty: 5408.196777
	Iteration 26Q: 3 clusters Score -7278944 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -7279062.000000 Penalty: 5408.196777
	Iteration 27Q: 3 clusters Score -7279062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -7279156.000000 Penalty: 5408.196777
	Iteration 28Q: 3 clusters Score -7279156 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -7279245.000000 Penalty: 5408.196777
	Iteration 29Q: 3 clusters Score -7279245 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7279293.000000 Penalty: 5408.196777
	Iteration 30Q: 3 clusters Score -7279293 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -7279312.000000 Penalty: 5408.196777
	Iteration 31Q: 3 clusters Score -7279312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -7279355.000000 Penalty: 5408.196777
	Iteration 32Q: 3 clusters Score -7279355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -7279399.500000 Penalty: 5408.196777
	Iteration 33Q: 3 clusters Score -7279400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -7279442.000000 Penalty: 5408.196777
	Iteration 34Q: 3 clusters Score -7279442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -7279479.000000 Penalty: 5408.196777
	Iteration 35Q: 3 clusters Score -7279479 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -7279519.000000 Penalty: 5408.196777
	Iteration 36Q: 3 clusters Score -7279519 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7279539.000000 Penalty: 5408.196777
	Iteration 37Q: 3 clusters Score -7279539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -7279562.500000 Penalty: 5408.196777
	Iteration 38Q: 3 clusters Score -7279562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -7279583.500000 Penalty: 5408.196777
	Iteration 39Q: 3 clusters Score -7279584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -7279605.000000 Penalty: 5408.196777
	Iteration 40F: 3 clusters Score -7279605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -7279605.500000 Penalty: 5408.196777
	Iteration 41Q: 3 clusters Score -7279606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -7279620.000000 Penalty: 5408.196777
	Iteration 42Q: 3 clusters Score -7279620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -7279624.500000 Penalty: 5408.196777
	Iteration 43Q: 3 clusters Score -7279624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -7279642.500000 Penalty: 5408.196777
	Iteration 44Q: 3 clusters Score -7279642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7279643.000000 Penalty: 5408.196777
	Iteration 45Q: 3 clusters Score -7279643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -7279647.500000 Penalty: 5408.196777
	Iteration 46Q: 3 clusters Score -7279648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -7279639.000000 Penalty: 5408.196777
	Iteration 47Q: 3 clusters Score -7279639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7279643.000000 Penalty: 5408.196777
	Iteration 48Q: 3 clusters Score -7279643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -7279646.500000 Penalty: 5408.196777
	Iteration 49Q: 3 clusters Score -7279646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -7279658.500000 Penalty: 5408.196777
	Iteration 50Q: 3 clusters Score -7279658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -7279652.500000 Penalty: 5408.196777
	Iteration 51Q: 3 clusters Score -7279652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -7279649.500000 Penalty: 5408.196777
	Iteration 52Q: 3 clusters Score -7279650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -7279650.500000 Penalty: 5408.196777
	Iteration 53Q: 3 clusters Score -7279650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -7279652.500000 Penalty: 5408.196777
	Iteration 54Q: 3 clusters Score -7279652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -7279654.000000 Penalty: 5408.196777
	Iteration 55Q: 3 clusters Score -7279654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -7279648.000000 Penalty: 5408.196777
	Iteration 56Q: 3 clusters Score -7279648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -7279647.500000 Penalty: 5408.196777
	Iteration 57Q: 3 clusters Score -7279648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -7279649.000000 Penalty: 5408.196777
	Iteration 58Q: 3 clusters Score -7279649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7279648.500000 Penalty: 5408.196777
	Iteration 59Q: 3 clusters Score -7279648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7279645.000000 Penalty: 5408.196777
	Iteration 60F: 3 clusters Score -7279645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -7279643.500000 Penalty: 5408.196777
	Iteration 61Q: 3 clusters Score -7279644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -7279638.500000 Penalty: 5408.196777
	Iteration 62Q: 3 clusters Score -7279638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -7279641.000000 Penalty: 5408.196777
	Iteration 63Q: 3 clusters Score -7279641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -7279635.000000 Penalty: 5408.196777
	Iteration 64Q: 3 clusters Score -7279635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -7279634.500000 Penalty: 5408.196777
	Iteration 65Q: 3 clusters Score -7279634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -7279630.500000 Penalty: 5408.196777
	Iteration 66Q: 3 clusters Score -7279630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -7279632.000000 Penalty: 5408.196777
	Iteration 67Q: 3 clusters Score -7279632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -7279638.500000 Penalty: 5408.196777
	Iteration 68Q: 3 clusters Score -7279638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7279633.000000 Penalty: 5408.196777
	Iteration 69Q: 3 clusters Score -7279633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -7279631.000000 Penalty: 5408.196777
	Iteration 70Q: 3 clusters Score -7279631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7279636.500000 Penalty: 5408.196777
	Iteration 71Q: 3 clusters Score -7279636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -7279636.000000 Penalty: 5408.196777
	Iteration 72Q: 3 clusters Score -7279636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -7279636.500000 Penalty: 5408.196777
	Iteration 73Q: 3 clusters Score -7279636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -7279637.000000 Penalty: 5408.196777
	Iteration 74Q: 3 clusters Score -7279637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7279642.000000 Penalty: 5408.196777
	Iteration 75Q: 3 clusters Score -7279642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7279638.000000 Penalty: 5408.196777
	Iteration 76Q: 3 clusters Score -7279638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -7279637.000000 Penalty: 5408.196777
	Iteration 77Q: 3 clusters Score -7279637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -7279637.500000 Penalty: 5408.196777
	Iteration 78Q: 3 clusters Score -7279638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7279642.500000 Penalty: 5408.196777
	Iteration 79Q: 3 clusters Score -7279642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -7279652.500000 Penalty: 5408.196777
	Iteration 80F: 3 clusters Score -7279652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -7279653.500000 Penalty: 5408.196777
	Iteration 81Q: 3 clusters Score -7279654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -7279649.500000 Penalty: 5408.196777
	Iteration 82Q: 3 clusters Score -7279650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -7279648.000000 Penalty: 5408.196777
	Iteration 83Q: 3 clusters Score -7279648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7279646.500000 Penalty: 5408.196777
	Iteration 84Q: 3 clusters Score -7279646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -7279651.500000 Penalty: 5408.196777
	Iteration 85Q: 3 clusters Score -7279652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -7279649.500000 Penalty: 5408.196777
	Iteration 86Q: 3 clusters Score -7279650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -7279649.500000 Penalty: 5408.196777
	Iteration 87Q: 3 clusters Score -7279650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -7279648.500000 Penalty: 5408.196777
	Iteration 88Q: 3 clusters Score -7279648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -7279646.000000 Penalty: 5408.196777
	Iteration 89Q: 3 clusters Score -7279646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -7279647.500000 Penalty: 5408.196777
	Iteration 90Q: 3 clusters Score -7279648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7279645.000000 Penalty: 5408.196777
	Iteration 91Q: 3 clusters Score -7279645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7279645.000000 Penalty: 5408.196777
	Iteration 92F: 3 clusters Score -7279645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -246523.406250 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -246523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -243920.687500 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -243920.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244398.609375 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -244398.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -244529.203125 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -244529.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244591.968750 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -244592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244646.500000 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -244646.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244690.656250 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -244690.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244720.781250 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -244720.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -244738.296875 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -244738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -244759.734375 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -244759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -244783.734375 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -244783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -244808.906250 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -244808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -244842.343750 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -244842.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244870.687500 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -244870.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -244889.328125 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -244889.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244902.093750 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -244902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -244913.593750 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -244913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -244928.437500 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -244928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244942.234375 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -244942.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -244954.828125 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -244954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244960.421875 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -244960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -244966.656250 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -244966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -244968.718750 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -244968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -244971.265625 Penalty: 3771.533447
	Iteration 22Q: 3 clusters Score -244971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -244971.875000 Penalty: 3771.533447
	Iteration 23Q: 3 clusters Score -244971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -244972.906250 Penalty: 3771.533447
	Iteration 24Q: 3 clusters Score -244972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -244972.906250 Penalty: 3771.533447
	Iteration 25F: 3 clusters Score -244972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (111948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Entering Unmasked Estep 
Score: -14980324.000000 Penalty: 2883.195801
	Iteration 0F: 2 clusters Score -1.498032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -14905517.000000 Penalty: 5766.391602
	Iteration 0F: 3 clusters Score -1.490552e+07 nChanged 53225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -14936125.000000 Penalty: 5766.391602
	Iteration 1F: 3 clusters Score -1.493612e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -14936706.000000 Penalty: 5766.391602
	Iteration 2Q: 3 clusters Score -1.493671e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -14937305.000000 Penalty: 5766.391602
	Iteration 3Q: 3 clusters Score -1.49373e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -14937974.000000 Penalty: 5766.391602
	Iteration 4Q: 3 clusters Score -1.493797e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -14938668.000000 Penalty: 5766.391602
	Iteration 5Q: 3 clusters Score -1.493867e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -14939618.000000 Penalty: 5766.391602
	Iteration 6Q: 3 clusters Score -1.493962e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -14941044.000000 Penalty: 5766.391602
	Iteration 7Q: 3 clusters Score -1.494104e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -14943121.000000 Penalty: 5766.391602
	Iteration 8Q: 3 clusters Score -1.494312e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -14946123.000000 Penalty: 5766.391602
	Iteration 9F: 3 clusters Score -1.494612e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -14950538.000000 Penalty: 5766.391602
	Iteration 10F: 3 clusters Score -1.495054e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -14956183.000000 Penalty: 5766.391602
	Iteration 11F: 3 clusters Score -1.495618e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -14961469.000000 Penalty: 5766.391602
	Iteration 12F: 3 clusters Score -1.496147e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -14964641.000000 Penalty: 5766.391602
	Iteration 13Q: 3 clusters Score -1.496464e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -14966370.000000 Penalty: 5766.391602
	Iteration 14Q: 3 clusters Score -1.496637e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -14967456.000000 Penalty: 5766.391602
	Iteration 15Q: 3 clusters Score -1.496746e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -14968348.000000 Penalty: 5766.391602
	Iteration 16Q: 3 clusters Score -1.496835e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -14969162.000000 Penalty: 5766.391602
	Iteration 17Q: 3 clusters Score -1.496916e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -14970085.000000 Penalty: 5766.391602
	Iteration 18Q: 3 clusters Score -1.497008e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -14971000.000000 Penalty: 5766.391602
	Iteration 19Q: 3 clusters Score -1.4971e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -14971725.000000 Penalty: 5766.391602
	Iteration 20F: 3 clusters Score -1.497172e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -14972437.000000 Penalty: 5766.391602
	Iteration 21Q: 3 clusters Score -1.497244e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -14972965.000000 Penalty: 5766.391602
	Iteration 22Q: 3 clusters Score -1.497296e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -14973455.000000 Penalty: 5766.391602
	Iteration 23Q: 3 clusters Score -1.497346e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -14973904.000000 Penalty: 5766.391602
	Iteration 24Q: 3 clusters Score -1.49739e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -14974262.000000 Penalty: 5766.391602
	Iteration 25Q: 3 clusters Score -1.497426e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -14974587.000000 Penalty: 5766.391602
	Iteration 26Q: 3 clusters Score -1.497459e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -14974865.000000 Penalty: 5766.391602
	Iteration 27Q: 3 clusters Score -1.497486e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -14975266.000000 Penalty: 5766.391602
	Iteration 28Q: 3 clusters Score -1.497527e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -14975620.000000 Penalty: 5766.391602
	Iteration 29Q: 3 clusters Score -1.497562e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -14975924.000000 Penalty: 5766.391602
	Iteration 30Q: 3 clusters Score -1.497592e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -14976140.000000 Penalty: 5766.391602
	Iteration 31Q: 3 clusters Score -1.497614e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -14976415.000000 Penalty: 5766.391602
	Iteration 32Q: 3 clusters Score -1.497642e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -14976620.000000 Penalty: 5766.391602
	Iteration 33Q: 3 clusters Score -1.497662e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -14976840.000000 Penalty: 5766.391602
	Iteration 34Q: 3 clusters Score -1.497684e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 104143 members 
Entering Unmasked Estep 
Score: -14976939.000000 Penalty: 5766.391602
	Iteration 35Q: 3 clusters Score -1.497694e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -14977096.000000 Penalty: 5766.391602
	Iteration 36Q: 3 clusters Score -1.49771e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -14977231.000000 Penalty: 5766.391602
	Iteration 37Q: 3 clusters Score -1.497723e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -14977340.000000 Penalty: 5766.391602
	Iteration 38Q: 3 clusters Score -1.497734e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -14977495.000000 Penalty: 5766.391602
	Iteration 39Q: 3 clusters Score -1.49775e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -14977554.000000 Penalty: 5766.391602
	Iteration 40F: 3 clusters Score -1.497755e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -14977602.000000 Penalty: 5766.391602
	Iteration 41Q: 3 clusters Score -1.49776e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -14977674.000000 Penalty: 5766.391602
	Iteration 42Q: 3 clusters Score -1.497767e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -14977729.000000 Penalty: 5766.391602
	Iteration 43Q: 3 clusters Score -1.497773e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -14977762.000000 Penalty: 5766.391602
	Iteration 44Q: 3 clusters Score -1.497776e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -14977857.000000 Penalty: 5766.391602
	Iteration 45Q: 3 clusters Score -1.497786e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -14977859.000000 Penalty: 5766.391602
	Iteration 46Q: 3 clusters Score -1.497786e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -14977896.000000 Penalty: 5766.391602
	Iteration 47Q: 3 clusters Score -1.49779e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -14977963.000000 Penalty: 5766.391602
	Iteration 48Q: 3 clusters Score -1.497796e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -14977978.000000 Penalty: 5766.391602
	Iteration 49Q: 3 clusters Score -1.497798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -14978003.000000 Penalty: 5766.391602
	Iteration 50Q: 3 clusters Score -1.4978e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -14978024.000000 Penalty: 5766.391602
	Iteration 51Q: 3 clusters Score -1.497802e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -14978051.000000 Penalty: 5766.391602
	Iteration 52Q: 3 clusters Score -1.497805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -14978085.000000 Penalty: 5766.391602
	Iteration 53Q: 3 clusters Score -1.497808e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -14978056.000000 Penalty: 5766.391602
	Iteration 54Q: 3 clusters Score -1.497806e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -14978063.000000 Penalty: 5766.391602
	Iteration 55Q: 3 clusters Score -1.497806e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -14978090.000000 Penalty: 5766.391602
	Iteration 56Q: 3 clusters Score -1.497809e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -14978066.000000 Penalty: 5766.391602
	Iteration 57Q: 3 clusters Score -1.497807e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -14978096.000000 Penalty: 5766.391602
	Iteration 58Q: 3 clusters Score -1.49781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -14978120.000000 Penalty: 5766.391602
	Iteration 59Q: 3 clusters Score -1.497812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -14978128.000000 Penalty: 5766.391602
	Iteration 60F: 3 clusters Score -1.497813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -14978145.000000 Penalty: 5766.391602
	Iteration 61Q: 3 clusters Score -1.497814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -14978141.000000 Penalty: 5766.391602
	Iteration 62Q: 3 clusters Score -1.497814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -14978141.000000 Penalty: 5766.391602
	Iteration 63Q: 3 clusters Score -1.497814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -14978130.000000 Penalty: 5766.391602
	Iteration 64Q: 3 clusters Score -1.497813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -14978143.000000 Penalty: 5766.391602
	Iteration 65Q: 3 clusters Score -1.497814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -14978140.000000 Penalty: 5766.391602
	Iteration 66Q: 3 clusters Score -1.497814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -14978134.000000 Penalty: 5766.391602
	Iteration 67Q: 3 clusters Score -1.497813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -14978144.000000 Penalty: 5766.391602
	Iteration 68Q: 3 clusters Score -1.497814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -14978148.000000 Penalty: 5766.391602
	Iteration 69Q: 3 clusters Score -1.497815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -14978158.000000 Penalty: 5766.391602
	Iteration 70Q: 3 clusters Score -1.497816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -14978181.000000 Penalty: 5766.391602
	Iteration 71Q: 3 clusters Score -1.497818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -14978170.000000 Penalty: 5766.391602
	Iteration 72Q: 3 clusters Score -1.497817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -14978180.000000 Penalty: 5766.391602
	Iteration 73Q: 3 clusters Score -1.497818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -14978164.000000 Penalty: 5766.391602
	Iteration 74Q: 3 clusters Score -1.497816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -14978162.000000 Penalty: 5766.391602
	Iteration 75Q: 3 clusters Score -1.497816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -14978172.000000 Penalty: 5766.391602
	Iteration 76Q: 3 clusters Score -1.497817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -14978171.000000 Penalty: 5766.391602
	Iteration 77Q: 3 clusters Score -1.497817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -14978177.000000 Penalty: 5766.391602
	Iteration 78Q: 3 clusters Score -1.497818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -14978186.000000 Penalty: 5766.391602
	Iteration 79Q: 3 clusters Score -1.497819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -14978179.000000 Penalty: 5766.391602
	Iteration 80F: 3 clusters Score -1.497818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 109449 members 
Entering Unmasked Estep 
Score: -14978184.000000 Penalty: 5766.391602
	Iteration 81Q: 3 clusters Score -1.497818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -14978193.000000 Penalty: 5766.391602
	Iteration 82Q: 3 clusters Score -1.497819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -14978178.000000 Penalty: 5766.391602
	Iteration 83Q: 3 clusters Score -1.497818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -14978188.000000 Penalty: 5766.391602
	Iteration 84Q: 3 clusters Score -1.497819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -14978193.000000 Penalty: 5766.391602
	Iteration 85Q: 3 clusters Score -1.497819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -14978201.000000 Penalty: 5766.391602
	Iteration 86Q: 3 clusters Score -1.49782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -14978192.000000 Penalty: 5766.391602
	Iteration 87Q: 3 clusters Score -1.497819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -14978212.000000 Penalty: 5766.391602
	Iteration 88Q: 3 clusters Score -1.497821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -14978203.000000 Penalty: 5766.391602
	Iteration 89Q: 3 clusters Score -1.49782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -14978209.000000 Penalty: 5766.391602
	Iteration 90Q: 3 clusters Score -1.497821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -14978218.000000 Penalty: 5766.391602
	Iteration 91Q: 3 clusters Score -1.497822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -14978197.000000 Penalty: 5766.391602
	Iteration 92Q: 3 clusters Score -1.49782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14978195.000000 Penalty: 5766.391602
	Iteration 93Q: 3 clusters Score -1.49782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -14978190.000000 Penalty: 5766.391602
	Iteration 94Q: 3 clusters Score -1.497819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -14978195.000000 Penalty: 5766.391602
	Iteration 95Q: 3 clusters Score -1.49782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -14978204.000000 Penalty: 5766.391602
	Iteration 96Q: 3 clusters Score -1.49782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -14978197.000000 Penalty: 5766.391602
	Iteration 97Q: 3 clusters Score -1.49782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -14978199.000000 Penalty: 5766.391602
	Iteration 98Q: 3 clusters Score -1.49782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -14978192.000000 Penalty: 5766.391602
	Iteration 99Q: 3 clusters Score -1.497819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -14978199.000000 Penalty: 5766.391602
	Iteration 100F: 3 clusters Score -1.49782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -14978214.000000 Penalty: 5766.391602
	Iteration 101Q: 3 clusters Score -1.497821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -14978210.000000 Penalty: 5766.391602
	Iteration 102Q: 3 clusters Score -1.497821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 109669 members 
Entering Unmasked Estep 
Score: -14978214.000000 Penalty: 5766.391602
	Iteration 103Q: 3 clusters Score -1.497821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
Score: -14978219.000000 Penalty: 5766.391602
	Iteration 104Q: 3 clusters Score -1.497822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -14978225.000000 Penalty: 5766.391602
	Iteration 105Q: 3 clusters Score -1.497822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -14978224.000000 Penalty: 5766.391602
	Iteration 106Q: 3 clusters Score -1.497822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -14978226.000000 Penalty: 5766.391602
	Iteration 107Q: 3 clusters Score -1.497823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -14978222.000000 Penalty: 5766.391602
	Iteration 108Q: 3 clusters Score -1.497822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -14978217.000000 Penalty: 5766.391602
	Iteration 109Q: 3 clusters Score -1.497822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 109690 members 
Entering Unmasked Estep 
Score: -14978218.000000 Penalty: 5766.391602
	Iteration 110Q: 3 clusters Score -1.497822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -14978216.000000 Penalty: 5766.391602
	Iteration 111Q: 3 clusters Score -1.497822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -14978207.000000 Penalty: 5766.391602
	Iteration 112Q: 3 clusters Score -1.497821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -14978210.000000 Penalty: 5766.391602
	Iteration 113Q: 3 clusters Score -1.497821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -14978216.000000 Penalty: 5766.391602
	Iteration 114Q: 3 clusters Score -1.497822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -14978208.000000 Penalty: 5766.391602
	Iteration 115Q: 3 clusters Score -1.497821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -14978207.000000 Penalty: 5766.391602
	Iteration 116Q: 3 clusters Score -1.497821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -14978205.000000 Penalty: 5766.391602
	Iteration 117Q: 3 clusters Score -1.49782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -14978204.000000 Penalty: 5766.391602
	Iteration 118Q: 3 clusters Score -1.49782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -14978216.000000 Penalty: 5766.391602
	Iteration 119Q: 3 clusters Score -1.497822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -14978216.000000 Penalty: 5766.391602
	Iteration 120F: 3 clusters Score -1.497822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -152263.437500 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -152263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150177.781250 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -150177.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150785.656250 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -150785.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151222.109375 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -151222.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -151895.625000 Penalty: 3558.283203
	Iteration 3F: 3 clusters Score -151895.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -152651.531250 Penalty: 3558.283203
	Iteration 4F: 3 clusters Score -152651.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -153353.078125 Penalty: 3558.283203
	Iteration 5F: 3 clusters Score -153353.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -154209.562500 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -154209.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -154396.203125 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -154396.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -154447.703125 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -154447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -154497.156250 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -154497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154531.890625 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -154531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -154556.781250 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -154556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -154556.781250 Penalty: 3558.283203
	Iteration 12F: 3 clusters Score -154556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187317 members 
Mstep: Class 4 contains 52513 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 48557 members 
Mstep: Class 7 contains 219728 members 
Mstep: Class 8 contains 40975 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54271 members 
Mstep: Class 11 contains 54373 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 111948 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 66427 members 
Mstep: Class 20 contains 20981 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 135967 members 
Entering Unmasked Estep 
Score: -135245888.000000 Penalty: 72127.992188
Splitting cluster 14 changes total score from -135244576.000000 to -135245888.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -50987.675781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -50987.68 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 202 members 
Entering Unmasked Estep 
Score: -49555.222656 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -49555.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49708.882812 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -49708.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49745.898438 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -49745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49779.027344 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -49779.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49795.453125 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -49795.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49809.570312 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -49809.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49820.914062 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -49820.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49832.039062 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -49832.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49836.269531 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -49836.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49838.421875 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -49838.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49841.953125 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -49841.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49848.542969 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -49848.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49859.449219 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -49859.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49859.449219 Penalty: 3015.646973
	Iteration 13F: 3 clusters Score -49859.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -122601.859375 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -122601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120621.101562 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -120621.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120888.406250 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -120888.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120969.601562 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -120969.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121008.726562 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -121008.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121052.656250 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -121052.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121107.656250 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -121107.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121203.640625 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -121203.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121320.937500 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -121320.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121481.515625 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -121481.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121594.687500 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -121594.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121668.007812 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -121668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121718.312500 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -121718.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121764.054688 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -121764.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -121804.796875 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -121804.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -121862.242188 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -121862.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121907.226562 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -121907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -121945.250000 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -121945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -121966.679688 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -121966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -121992.062500 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -121992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -122011.976562 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -122012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -122031.890625 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -122031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -122045.421875 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -122045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -122054.492188 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -122054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -122072.328125 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -122072.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -122104.484375 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -122104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -122134.117188 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -122134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -122159.843750 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -122159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -122181.804688 Penalty: 3430.198730
	Iteration 27Q: 3 clusters Score -122181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -122189.007812 Penalty: 3430.198730
	Iteration 28Q: 3 clusters Score -122189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -122215.585938 Penalty: 3430.198730
	Iteration 29Q: 3 clusters Score -122215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -122220.789062 Penalty: 3430.198730
	Iteration 30Q: 3 clusters Score -122220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -122221.617188 Penalty: 3430.198730
	Iteration 31Q: 3 clusters Score -122221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -122222.585938 Penalty: 3430.198730
	Iteration 32Q: 3 clusters Score -122222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -122223.851562 Penalty: 3430.198730
	Iteration 33Q: 3 clusters Score -122223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -122225.804688 Penalty: 3430.198730
	Iteration 34Q: 3 clusters Score -122225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -122227.898438 Penalty: 3430.198730
	Iteration 35Q: 3 clusters Score -122227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -122227.898438 Penalty: 3430.198730
	Iteration 36F: 3 clusters Score -122227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Entering Unmasked Estep 
Score: -8910147.000000 Penalty: 2753.757080
	Iteration 0F: 2 clusters Score -8910147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8865599.000000 Penalty: 5507.514160
	Iteration 0F: 3 clusters Score -8865599 nChanged 31019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -8882984.000000 Penalty: 5507.514160
	Iteration 1F: 3 clusters Score -8882984 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -8883785.000000 Penalty: 5507.514160
	Iteration 2Q: 3 clusters Score -8883785 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -8884740.000000 Penalty: 5507.514160
	Iteration 3Q: 3 clusters Score -8884740 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8886003.000000 Penalty: 5507.514160
	Iteration 4Q: 3 clusters Score -8886003 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8888019.000000 Penalty: 5507.514160
	Iteration 5F: 3 clusters Score -8888019 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8891029.000000 Penalty: 5507.514160
	Iteration 6F: 3 clusters Score -8891029 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -8895261.000000 Penalty: 5507.514160
	Iteration 7F: 3 clusters Score -8895261 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -8899827.000000 Penalty: 5507.514160
	Iteration 8F: 3 clusters Score -8899827 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -8903466.000000 Penalty: 5507.514160
	Iteration 9F: 3 clusters Score -8903466 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8905013.000000 Penalty: 5507.514160
	Iteration 10Q: 3 clusters Score -8905013 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -8905689.000000 Penalty: 5507.514160
	Iteration 11Q: 3 clusters Score -8905689 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -8906002.000000 Penalty: 5507.514160
	Iteration 12Q: 3 clusters Score -8906002 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -8906293.000000 Penalty: 5507.514160
	Iteration 13Q: 3 clusters Score -8906293 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -8906466.000000 Penalty: 5507.514160
	Iteration 14Q: 3 clusters Score -8906466 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -8906705.000000 Penalty: 5507.514160
	Iteration 15Q: 3 clusters Score -8906705 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -8906870.000000 Penalty: 5507.514160
	Iteration 16Q: 3 clusters Score -8906870 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -8907021.000000 Penalty: 5507.514160
	Iteration 17Q: 3 clusters Score -8907021 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -8907132.000000 Penalty: 5507.514160
	Iteration 18Q: 3 clusters Score -8907132 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -8907217.000000 Penalty: 5507.514160
	Iteration 19Q: 3 clusters Score -8907217 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -8907290.000000 Penalty: 5507.514160
	Iteration 20F: 3 clusters Score -8907290 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -8907350.000000 Penalty: 5507.514160
	Iteration 21Q: 3 clusters Score -8907350 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -8907436.000000 Penalty: 5507.514160
	Iteration 22Q: 3 clusters Score -8907436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -8907516.000000 Penalty: 5507.514160
	Iteration 23Q: 3 clusters Score -8907516 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -8907591.000000 Penalty: 5507.514160
	Iteration 24Q: 3 clusters Score -8907591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -8907663.000000 Penalty: 5507.514160
	Iteration 25Q: 3 clusters Score -8907663 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -8907713.000000 Penalty: 5507.514160
	Iteration 26Q: 3 clusters Score -8907713 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -8907735.000000 Penalty: 5507.514160
	Iteration 27Q: 3 clusters Score -8907735 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -8907745.000000 Penalty: 5507.514160
	Iteration 28Q: 3 clusters Score -8907745 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -8907782.000000 Penalty: 5507.514160
	Iteration 29Q: 3 clusters Score -8907782 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8907815.000000 Penalty: 5507.514160
	Iteration 30Q: 3 clusters Score -8907815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -8907842.000000 Penalty: 5507.514160
	Iteration 31Q: 3 clusters Score -8907842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -8907852.000000 Penalty: 5507.514160
	Iteration 32Q: 3 clusters Score -8907852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -8907875.000000 Penalty: 5507.514160
	Iteration 33Q: 3 clusters Score -8907875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -8907881.000000 Penalty: 5507.514160
	Iteration 34Q: 3 clusters Score -8907881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -8907909.000000 Penalty: 5507.514160
	Iteration 35Q: 3 clusters Score -8907909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -8907905.000000 Penalty: 5507.514160
	Iteration 36Q: 3 clusters Score -8907905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -8907901.000000 Penalty: 5507.514160
	Iteration 37Q: 3 clusters Score -8907901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -8907925.000000 Penalty: 5507.514160
	Iteration 38Q: 3 clusters Score -8907925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -8907967.000000 Penalty: 5507.514160
	Iteration 39Q: 3 clusters Score -8907967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8907983.000000 Penalty: 5507.514160
	Iteration 40F: 3 clusters Score -8907983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -8907977.000000 Penalty: 5507.514160
	Iteration 41Q: 3 clusters Score -8907977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -8907983.000000 Penalty: 5507.514160
	Iteration 42Q: 3 clusters Score -8907983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -8907998.000000 Penalty: 5507.514160
	Iteration 43Q: 3 clusters Score -8907998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -8908001.000000 Penalty: 5507.514160
	Iteration 44Q: 3 clusters Score -8908001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -8908008.000000 Penalty: 5507.514160
	Iteration 45Q: 3 clusters Score -8908008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -8908015.000000 Penalty: 5507.514160
	Iteration 46Q: 3 clusters Score -8908015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -8908032.000000 Penalty: 5507.514160
	Iteration 47Q: 3 clusters Score -8908032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -8908024.000000 Penalty: 5507.514160
	Iteration 48Q: 3 clusters Score -8908024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -8908024.000000 Penalty: 5507.514160
	Iteration 49Q: 3 clusters Score -8908024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -8908037.000000 Penalty: 5507.514160
	Iteration 50Q: 3 clusters Score -8908037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -8908028.000000 Penalty: 5507.514160
	Iteration 51Q: 3 clusters Score -8908028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -8908042.000000 Penalty: 5507.514160
	Iteration 52Q: 3 clusters Score -8908042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -8908028.000000 Penalty: 5507.514160
	Iteration 53Q: 3 clusters Score -8908028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -8908038.000000 Penalty: 5507.514160
	Iteration 54Q: 3 clusters Score -8908038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -8908042.000000 Penalty: 5507.514160
	Iteration 55Q: 3 clusters Score -8908042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -8908036.000000 Penalty: 5507.514160
	Iteration 56Q: 3 clusters Score -8908036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -8908033.000000 Penalty: 5507.514160
	Iteration 57Q: 3 clusters Score -8908033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -8908048.000000 Penalty: 5507.514160
	Iteration 58Q: 3 clusters Score -8908048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -8908050.000000 Penalty: 5507.514160
	Iteration 59Q: 3 clusters Score -8908050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -8908053.000000 Penalty: 5507.514160
	Iteration 60F: 3 clusters Score -8908053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -8908049.000000 Penalty: 5507.514160
	Iteration 61Q: 3 clusters Score -8908049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -8908051.000000 Penalty: 5507.514160
	Iteration 62Q: 3 clusters Score -8908051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8908064.000000 Penalty: 5507.514160
	Iteration 63Q: 3 clusters Score -8908064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8908059.000000 Penalty: 5507.514160
	Iteration 64Q: 3 clusters Score -8908059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -8908058.000000 Penalty: 5507.514160
	Iteration 65Q: 3 clusters Score -8908058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -8908052.000000 Penalty: 5507.514160
	Iteration 66Q: 3 clusters Score -8908052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -8908051.000000 Penalty: 5507.514160
	Iteration 67Q: 3 clusters Score -8908051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -8908048.000000 Penalty: 5507.514160
	Iteration 68Q: 3 clusters Score -8908048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -8908052.000000 Penalty: 5507.514160
	Iteration 69Q: 3 clusters Score -8908052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 64373 members 
Entering Unmasked Estep 
Score: -8908054.000000 Penalty: 5507.514160
	Iteration 70Q: 3 clusters Score -8908054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -8908056.000000 Penalty: 5507.514160
	Iteration 71Q: 3 clusters Score -8908056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8908060.000000 Penalty: 5507.514160
	Iteration 72Q: 3 clusters Score -8908060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8908063.000000 Penalty: 5507.514160
	Iteration 73Q: 3 clusters Score -8908063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8908064.000000 Penalty: 5507.514160
	Iteration 74Q: 3 clusters Score -8908064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8908064.000000 Penalty: 5507.514160
	Iteration 75F: 3 clusters Score -8908064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Entering Unmasked Estep 
Score: -2665630.500000 Penalty: 2467.940186
	Iteration 0F: 2 clusters Score -2665630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2650961.500000 Penalty: 4935.880371
	Iteration 0F: 3 clusters Score -2650962 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2655927.250000 Penalty: 4935.880371
	Iteration 1F: 3 clusters Score -2655927 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2656432.250000 Penalty: 4935.880371
	Iteration 2F: 3 clusters Score -2656432 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2656970.500000 Penalty: 4935.880371
	Iteration 3F: 3 clusters Score -2656970 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2657468.500000 Penalty: 4935.880371
	Iteration 4Q: 3 clusters Score -2657468 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2658011.250000 Penalty: 4935.880371
	Iteration 5Q: 3 clusters Score -2658011 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2658551.750000 Penalty: 4935.880371
	Iteration 6Q: 3 clusters Score -2658552 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2659083.000000 Penalty: 4935.880371
	Iteration 7Q: 3 clusters Score -2659083 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2659527.000000 Penalty: 4935.880371
	Iteration 8Q: 3 clusters Score -2659527 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2659898.750000 Penalty: 4935.880371
	Iteration 9Q: 3 clusters Score -2659899 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2660206.750000 Penalty: 4935.880371
	Iteration 10Q: 3 clusters Score -2660207 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2660428.000000 Penalty: 4935.880371
	Iteration 11Q: 3 clusters Score -2660428 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2660603.750000 Penalty: 4935.880371
	Iteration 12Q: 3 clusters Score -2660604 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2660704.250000 Penalty: 4935.880371
	Iteration 13Q: 3 clusters Score -2660704 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2660789.750000 Penalty: 4935.880371
	Iteration 14Q: 3 clusters Score -2660790 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2660830.750000 Penalty: 4935.880371
	Iteration 15Q: 3 clusters Score -2660831 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2660883.250000 Penalty: 4935.880371
	Iteration 16Q: 3 clusters Score -2660883 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2660928.750000 Penalty: 4935.880371
	Iteration 17Q: 3 clusters Score -2660929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2660963.250000 Penalty: 4935.880371
	Iteration 18Q: 3 clusters Score -2660963 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2661007.500000 Penalty: 4935.880371
	Iteration 19Q: 3 clusters Score -2661008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2661045.250000 Penalty: 4935.880371
	Iteration 20F: 3 clusters Score -2661045 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2661077.750000 Penalty: 4935.880371
	Iteration 21Q: 3 clusters Score -2661078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2661093.500000 Penalty: 4935.880371
	Iteration 22Q: 3 clusters Score -2661094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2661108.750000 Penalty: 4935.880371
	Iteration 23Q: 3 clusters Score -2661109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2661116.500000 Penalty: 4935.880371
	Iteration 24Q: 3 clusters Score -2661116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2661126.750000 Penalty: 4935.880371
	Iteration 25Q: 3 clusters Score -2661127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2661135.250000 Penalty: 4935.880371
	Iteration 26Q: 3 clusters Score -2661135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2661142.250000 Penalty: 4935.880371
	Iteration 27Q: 3 clusters Score -2661142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2661152.500000 Penalty: 4935.880371
	Iteration 28Q: 3 clusters Score -2661152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2661168.000000 Penalty: 4935.880371
	Iteration 29Q: 3 clusters Score -2661168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2661180.250000 Penalty: 4935.880371
	Iteration 30Q: 3 clusters Score -2661180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2661190.750000 Penalty: 4935.880371
	Iteration 31Q: 3 clusters Score -2661191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2661198.750000 Penalty: 4935.880371
	Iteration 32Q: 3 clusters Score -2661199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2661207.500000 Penalty: 4935.880371
	Iteration 33Q: 3 clusters Score -2661208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2661210.750000 Penalty: 4935.880371
	Iteration 34Q: 3 clusters Score -2661211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2661213.500000 Penalty: 4935.880371
	Iteration 35Q: 3 clusters Score -2661214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2661225.500000 Penalty: 4935.880371
	Iteration 36Q: 3 clusters Score -2661226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2661235.500000 Penalty: 4935.880371
	Iteration 37Q: 3 clusters Score -2661236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2661234.500000 Penalty: 4935.880371
	Iteration 38Q: 3 clusters Score -2661234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2661237.500000 Penalty: 4935.880371
	Iteration 39Q: 3 clusters Score -2661238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2661238.500000 Penalty: 4935.880371
	Iteration 40F: 3 clusters Score -2661238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2661249.500000 Penalty: 4935.880371
	Iteration 41Q: 3 clusters Score -2661250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2661253.000000 Penalty: 4935.880371
	Iteration 42Q: 3 clusters Score -2661253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2661263.250000 Penalty: 4935.880371
	Iteration 43Q: 3 clusters Score -2661263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2661280.250000 Penalty: 4935.880371
	Iteration 44Q: 3 clusters Score -2661280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2661275.250000 Penalty: 4935.880371
	Iteration 45Q: 3 clusters Score -2661275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2661286.500000 Penalty: 4935.880371
	Iteration 46Q: 3 clusters Score -2661286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2661284.750000 Penalty: 4935.880371
	Iteration 47Q: 3 clusters Score -2661285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2661292.500000 Penalty: 4935.880371
	Iteration 48Q: 3 clusters Score -2661292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2661290.750000 Penalty: 4935.880371
	Iteration 49Q: 3 clusters Score -2661291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2661304.250000 Penalty: 4935.880371
	Iteration 50Q: 3 clusters Score -2661304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2661319.750000 Penalty: 4935.880371
	Iteration 51Q: 3 clusters Score -2661320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2661330.250000 Penalty: 4935.880371
	Iteration 52Q: 3 clusters Score -2661330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2661330.500000 Penalty: 4935.880371
	Iteration 53Q: 3 clusters Score -2661330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2661344.250000 Penalty: 4935.880371
	Iteration 54Q: 3 clusters Score -2661344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2661353.250000 Penalty: 4935.880371
	Iteration 55Q: 3 clusters Score -2661353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2661368.500000 Penalty: 4935.880371
	Iteration 56Q: 3 clusters Score -2661368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2661391.250000 Penalty: 4935.880371
	Iteration 57Q: 3 clusters Score -2661391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2661393.750000 Penalty: 4935.880371
	Iteration 58Q: 3 clusters Score -2661394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2661416.750000 Penalty: 4935.880371
	Iteration 59Q: 3 clusters Score -2661417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2661427.250000 Penalty: 4935.880371
	Iteration 60F: 3 clusters Score -2661427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2661451.250000 Penalty: 4935.880371
	Iteration 61Q: 3 clusters Score -2661451 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2661479.000000 Penalty: 4935.880371
	Iteration 62Q: 3 clusters Score -2661479 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2661484.000000 Penalty: 4935.880371
	Iteration 63Q: 3 clusters Score -2661484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2661501.000000 Penalty: 4935.880371
	Iteration 64Q: 3 clusters Score -2661501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2661513.750000 Penalty: 4935.880371
	Iteration 65Q: 3 clusters Score -2661514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2661533.500000 Penalty: 4935.880371
	Iteration 66Q: 3 clusters Score -2661534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2661541.000000 Penalty: 4935.880371
	Iteration 67Q: 3 clusters Score -2661541 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2661551.750000 Penalty: 4935.880371
	Iteration 68Q: 3 clusters Score -2661552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2661568.250000 Penalty: 4935.880371
	Iteration 69Q: 3 clusters Score -2661568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2661567.250000 Penalty: 4935.880371
	Iteration 70Q: 3 clusters Score -2661567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2661596.000000 Penalty: 4935.880371
	Iteration 71Q: 3 clusters Score -2661596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2661609.250000 Penalty: 4935.880371
	Iteration 72Q: 3 clusters Score -2661609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2661620.750000 Penalty: 4935.880371
	Iteration 73Q: 3 clusters Score -2661621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2661633.250000 Penalty: 4935.880371
	Iteration 74Q: 3 clusters Score -2661633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2661638.750000 Penalty: 4935.880371
	Iteration 75Q: 3 clusters Score -2661639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2661647.000000 Penalty: 4935.880371
	Iteration 76Q: 3 clusters Score -2661647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2661657.750000 Penalty: 4935.880371
	Iteration 77Q: 3 clusters Score -2661658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2661668.750000 Penalty: 4935.880371
	Iteration 78Q: 3 clusters Score -2661669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2661674.750000 Penalty: 4935.880371
	Iteration 79Q: 3 clusters Score -2661675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2661684.250000 Penalty: 4935.880371
	Iteration 80F: 3 clusters Score -2661684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2661693.500000 Penalty: 4935.880371
	Iteration 81Q: 3 clusters Score -2661694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2661701.000000 Penalty: 4935.880371
	Iteration 82Q: 3 clusters Score -2661701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2661709.500000 Penalty: 4935.880371
	Iteration 83Q: 3 clusters Score -2661710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2661712.750000 Penalty: 4935.880371
	Iteration 84Q: 3 clusters Score -2661713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2661722.000000 Penalty: 4935.880371
	Iteration 85Q: 3 clusters Score -2661722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2661736.750000 Penalty: 4935.880371
	Iteration 86Q: 3 clusters Score -2661737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2661741.000000 Penalty: 4935.880371
	Iteration 87Q: 3 clusters Score -2661741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2661747.750000 Penalty: 4935.880371
	Iteration 88Q: 3 clusters Score -2661748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2661753.250000 Penalty: 4935.880371
	Iteration 89Q: 3 clusters Score -2661753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2661766.500000 Penalty: 4935.880371
	Iteration 90Q: 3 clusters Score -2661766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2661777.500000 Penalty: 4935.880371
	Iteration 91Q: 3 clusters Score -2661778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2661788.500000 Penalty: 4935.880371
	Iteration 92Q: 3 clusters Score -2661788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2661797.750000 Penalty: 4935.880371
	Iteration 93Q: 3 clusters Score -2661798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2661810.750000 Penalty: 4935.880371
	Iteration 94Q: 3 clusters Score -2661811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2661820.250000 Penalty: 4935.880371
	Iteration 95Q: 3 clusters Score -2661820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2661842.750000 Penalty: 4935.880371
	Iteration 96Q: 3 clusters Score -2661843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2661858.250000 Penalty: 4935.880371
	Iteration 97Q: 3 clusters Score -2661858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2661856.000000 Penalty: 4935.880371
	Iteration 98Q: 3 clusters Score -2661856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2661861.250000 Penalty: 4935.880371
	Iteration 99Q: 3 clusters Score -2661861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2661883.250000 Penalty: 4935.880371
	Iteration 100F: 3 clusters Score -2661883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2661901.000000 Penalty: 4935.880371
	Iteration 101Q: 3 clusters Score -2661901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2661920.750000 Penalty: 4935.880371
	Iteration 102Q: 3 clusters Score -2661921 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2661947.250000 Penalty: 4935.880371
	Iteration 103Q: 3 clusters Score -2661947 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2661965.500000 Penalty: 4935.880371
	Iteration 104Q: 3 clusters Score -2661966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2661990.500000 Penalty: 4935.880371
	Iteration 105Q: 3 clusters Score -2661990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2662028.250000 Penalty: 4935.880371
	Iteration 106Q: 3 clusters Score -2662028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2662057.000000 Penalty: 4935.880371
	Iteration 107Q: 3 clusters Score -2662057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2662110.250000 Penalty: 4935.880371
	Iteration 108Q: 3 clusters Score -2662110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2662166.000000 Penalty: 4935.880371
	Iteration 109Q: 3 clusters Score -2662166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2662228.250000 Penalty: 4935.880371
	Iteration 110Q: 3 clusters Score -2662228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2662304.500000 Penalty: 4935.880371
	Iteration 111Q: 3 clusters Score -2662304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2662378.250000 Penalty: 4935.880371
	Iteration 112Q: 3 clusters Score -2662378 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2662459.250000 Penalty: 4935.880371
	Iteration 113Q: 3 clusters Score -2662459 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2662535.250000 Penalty: 4935.880371
	Iteration 114Q: 3 clusters Score -2662535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2662604.000000 Penalty: 4935.880371
	Iteration 115Q: 3 clusters Score -2662604 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2662682.750000 Penalty: 4935.880371
	Iteration 116Q: 3 clusters Score -2662683 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2662765.500000 Penalty: 4935.880371
	Iteration 117Q: 3 clusters Score -2662766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2662851.250000 Penalty: 4935.880371
	Iteration 118Q: 3 clusters Score -2662851 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2662935.250000 Penalty: 4935.880371
	Iteration 119Q: 3 clusters Score -2662935 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2663004.250000 Penalty: 4935.880371
	Iteration 120F: 3 clusters Score -2663004 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2663075.750000 Penalty: 4935.880371
	Iteration 121Q: 3 clusters Score -2663076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2663141.750000 Penalty: 4935.880371
	Iteration 122Q: 3 clusters Score -2663142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2663203.500000 Penalty: 4935.880371
	Iteration 123Q: 3 clusters Score -2663204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2663236.000000 Penalty: 4935.880371
	Iteration 124Q: 3 clusters Score -2663236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2663287.750000 Penalty: 4935.880371
	Iteration 125Q: 3 clusters Score -2663288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2663322.750000 Penalty: 4935.880371
	Iteration 126Q: 3 clusters Score -2663323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2663360.000000 Penalty: 4935.880371
	Iteration 127Q: 3 clusters Score -2663360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2663385.500000 Penalty: 4935.880371
	Iteration 128Q: 3 clusters Score -2663386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2663409.500000 Penalty: 4935.880371
	Iteration 129Q: 3 clusters Score -2663410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2663421.000000 Penalty: 4935.880371
	Iteration 130Q: 3 clusters Score -2663421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2663444.000000 Penalty: 4935.880371
	Iteration 131Q: 3 clusters Score -2663444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2663460.500000 Penalty: 4935.880371
	Iteration 132Q: 3 clusters Score -2663460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2663477.500000 Penalty: 4935.880371
	Iteration 133Q: 3 clusters Score -2663478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2663487.000000 Penalty: 4935.880371
	Iteration 134Q: 3 clusters Score -2663487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2663496.750000 Penalty: 4935.880371
	Iteration 135Q: 3 clusters Score -2663497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2663509.750000 Penalty: 4935.880371
	Iteration 136Q: 3 clusters Score -2663510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2663526.000000 Penalty: 4935.880371
	Iteration 137Q: 3 clusters Score -2663526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2663527.250000 Penalty: 4935.880371
	Iteration 138Q: 3 clusters Score -2663527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2663536.250000 Penalty: 4935.880371
	Iteration 139Q: 3 clusters Score -2663536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2663544.000000 Penalty: 4935.880371
	Iteration 140F: 3 clusters Score -2663544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2663550.250000 Penalty: 4935.880371
	Iteration 141Q: 3 clusters Score -2663550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2663555.000000 Penalty: 4935.880371
	Iteration 142Q: 3 clusters Score -2663555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2663554.750000 Penalty: 4935.880371
	Iteration 143Q: 3 clusters Score -2663555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2663561.250000 Penalty: 4935.880371
	Iteration 144Q: 3 clusters Score -2663561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2663568.250000 Penalty: 4935.880371
	Iteration 145Q: 3 clusters Score -2663568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2663577.750000 Penalty: 4935.880371
	Iteration 146Q: 3 clusters Score -2663578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2663578.500000 Penalty: 4935.880371
	Iteration 147Q: 3 clusters Score -2663578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2663586.000000 Penalty: 4935.880371
	Iteration 148Q: 3 clusters Score -2663586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2663587.500000 Penalty: 4935.880371
	Iteration 149Q: 3 clusters Score -2663588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2663589.250000 Penalty: 4935.880371
	Iteration 150Q: 3 clusters Score -2663589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2663591.750000 Penalty: 4935.880371
	Iteration 151Q: 3 clusters Score -2663592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2663591.750000 Penalty: 4935.880371
	Iteration 152Q: 3 clusters Score -2663592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2663593.250000 Penalty: 4935.880371
	Iteration 153Q: 3 clusters Score -2663593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2663591.500000 Penalty: 4935.880371
	Iteration 154Q: 3 clusters Score -2663592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2663593.250000 Penalty: 4935.880371
	Iteration 155Q: 3 clusters Score -2663593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2663591.250000 Penalty: 4935.880371
	Iteration 156Q: 3 clusters Score -2663591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2663591.250000 Penalty: 4935.880371
	Iteration 157F: 3 clusters Score -2663591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -301503.781250 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -301503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298701.875000 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -298701.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299207.875000 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -299207.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -299318.718750 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -299318.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -299392.968750 Penalty: 3839.584961
	Iteration 3Q: 3 clusters Score -299393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -299446.437500 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -299446.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -299479.687500 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -299479.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299502.062500 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -299502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -299521.875000 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -299521.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299534.843750 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -299534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299543.718750 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -299543.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -299554.468750 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -299554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -299559.468750 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -299559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -299562.906250 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -299562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299565.625000 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -299565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -299566.375000 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -299566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -299566.750000 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -299566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299567.406250 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -299567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299567.406250 Penalty: 3839.584961
	Iteration 17F: 3 clusters Score -299567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Entering Unmasked Estep 
Score: -18140660.000000 Penalty: 2931.401611
	Iteration 0F: 2 clusters Score -1.814066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -18050976.000000 Penalty: 5862.803223
	Iteration 0F: 3 clusters Score -1.805098e+07 nChanged 64875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -18088030.000000 Penalty: 5862.803223
	Iteration 1F: 3 clusters Score -1.808803e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -18088730.000000 Penalty: 5862.803223
	Iteration 2Q: 3 clusters Score -1.808873e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -18089570.000000 Penalty: 5862.803223
	Iteration 3Q: 3 clusters Score -1.808957e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -18090626.000000 Penalty: 5862.803223
	Iteration 4Q: 3 clusters Score -1.809063e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -18091874.000000 Penalty: 5862.803223
	Iteration 5Q: 3 clusters Score -1.809187e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -18093718.000000 Penalty: 5862.803223
	Iteration 6Q: 3 clusters Score -1.809372e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -18095982.000000 Penalty: 5862.803223
	Iteration 7Q: 3 clusters Score -1.809598e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -18099290.000000 Penalty: 5862.803223
	Iteration 8Q: 3 clusters Score -1.809929e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -18104478.000000 Penalty: 5862.803223
	Iteration 9F: 3 clusters Score -1.810448e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -18112326.000000 Penalty: 5862.803223
	Iteration 10F: 3 clusters Score -1.811233e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -18121084.000000 Penalty: 5862.803223
	Iteration 11F: 3 clusters Score -1.812108e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -18127784.000000 Penalty: 5862.803223
	Iteration 12F: 3 clusters Score -1.812778e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -18131512.000000 Penalty: 5862.803223
	Iteration 13Q: 3 clusters Score -1.813151e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -18133572.000000 Penalty: 5862.803223
	Iteration 14Q: 3 clusters Score -1.813357e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 119472 members 
Entering Unmasked Estep 
Score: -18134872.000000 Penalty: 5862.803223
	Iteration 15Q: 3 clusters Score -1.813487e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -18135846.000000 Penalty: 5862.803223
	Iteration 16Q: 3 clusters Score -1.813585e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -18136752.000000 Penalty: 5862.803223
	Iteration 17Q: 3 clusters Score -1.813675e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -18137420.000000 Penalty: 5862.803223
	Iteration 18Q: 3 clusters Score -1.813742e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -18137906.000000 Penalty: 5862.803223
	Iteration 19Q: 3 clusters Score -1.813791e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -18138270.000000 Penalty: 5862.803223
	Iteration 20F: 3 clusters Score -1.813827e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -18138582.000000 Penalty: 5862.803223
	Iteration 21Q: 3 clusters Score -1.813858e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -18138796.000000 Penalty: 5862.803223
	Iteration 22Q: 3 clusters Score -1.81388e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 130365 members 
Entering Unmasked Estep 
Score: -18138910.000000 Penalty: 5862.803223
	Iteration 23Q: 3 clusters Score -1.813891e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -18139004.000000 Penalty: 5862.803223
	Iteration 24Q: 3 clusters Score -1.8139e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -18139060.000000 Penalty: 5862.803223
	Iteration 25Q: 3 clusters Score -1.813906e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 131672 members 
Entering Unmasked Estep 
Score: -18139100.000000 Penalty: 5862.803223
	Iteration 26Q: 3 clusters Score -1.81391e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -18139186.000000 Penalty: 5862.803223
	Iteration 27Q: 3 clusters Score -1.813919e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 132198 members 
Entering Unmasked Estep 
Score: -18139216.000000 Penalty: 5862.803223
	Iteration 28Q: 3 clusters Score -1.813922e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 132411 members 
Entering Unmasked Estep 
Score: -18139240.000000 Penalty: 5862.803223
	Iteration 29Q: 3 clusters Score -1.813924e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 132589 members 
Entering Unmasked Estep 
Score: -18139250.000000 Penalty: 5862.803223
	Iteration 30Q: 3 clusters Score -1.813925e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -18139296.000000 Penalty: 5862.803223
	Iteration 31Q: 3 clusters Score -1.81393e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -18139320.000000 Penalty: 5862.803223
	Iteration 32Q: 3 clusters Score -1.813932e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -18139354.000000 Penalty: 5862.803223
	Iteration 33Q: 3 clusters Score -1.813935e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 133080 members 
Entering Unmasked Estep 
Score: -18139352.000000 Penalty: 5862.803223
	Iteration 34Q: 3 clusters Score -1.813935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -18139374.000000 Penalty: 5862.803223
	Iteration 35Q: 3 clusters Score -1.813937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 133226 members 
Entering Unmasked Estep 
Score: -18139400.000000 Penalty: 5862.803223
	Iteration 36Q: 3 clusters Score -1.81394e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -18139422.000000 Penalty: 5862.803223
	Iteration 37Q: 3 clusters Score -1.813942e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -18139394.000000 Penalty: 5862.803223
	Iteration 38Q: 3 clusters Score -1.813939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 133407 members 
Entering Unmasked Estep 
Score: -18139378.000000 Penalty: 5862.803223
	Iteration 39Q: 3 clusters Score -1.813938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -18139384.000000 Penalty: 5862.803223
	Iteration 40F: 3 clusters Score -1.813938e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 133477 members 
Entering Unmasked Estep 
Score: -18139378.000000 Penalty: 5862.803223
	Iteration 41Q: 3 clusters Score -1.813938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 42Q: 3 clusters Score -1.813939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 133540 members 
Entering Unmasked Estep 
Score: -18139388.000000 Penalty: 5862.803223
	Iteration 43Q: 3 clusters Score -1.813939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -18139386.000000 Penalty: 5862.803223
	Iteration 44Q: 3 clusters Score -1.813939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 133591 members 
Entering Unmasked Estep 
Score: -18139350.000000 Penalty: 5862.803223
	Iteration 45Q: 3 clusters Score -1.813935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 133613 members 
Entering Unmasked Estep 
Score: -18139380.000000 Penalty: 5862.803223
	Iteration 46Q: 3 clusters Score -1.813938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 133637 members 
Entering Unmasked Estep 
Score: -18139362.000000 Penalty: 5862.803223
	Iteration 47Q: 3 clusters Score -1.813936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 133664 members 
Entering Unmasked Estep 
Score: -18139366.000000 Penalty: 5862.803223
	Iteration 48Q: 3 clusters Score -1.813937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -18139358.000000 Penalty: 5862.803223
	Iteration 49Q: 3 clusters Score -1.813936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -18139378.000000 Penalty: 5862.803223
	Iteration 50Q: 3 clusters Score -1.813938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -18139384.000000 Penalty: 5862.803223
	Iteration 51Q: 3 clusters Score -1.813938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 133716 members 
Entering Unmasked Estep 
Score: -18139370.000000 Penalty: 5862.803223
	Iteration 52Q: 3 clusters Score -1.813937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 133721 members 
Entering Unmasked Estep 
Score: -18139392.000000 Penalty: 5862.803223
	Iteration 53Q: 3 clusters Score -1.813939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -18139386.000000 Penalty: 5862.803223
	Iteration 54Q: 3 clusters Score -1.813939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 55Q: 3 clusters Score -1.813939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -18139382.000000 Penalty: 5862.803223
	Iteration 56Q: 3 clusters Score -1.813938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 133732 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 57Q: 3 clusters Score -1.813939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 133737 members 
Entering Unmasked Estep 
Score: -18139386.000000 Penalty: 5862.803223
	Iteration 58Q: 3 clusters Score -1.813939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 133741 members 
Entering Unmasked Estep 
Score: -18139388.000000 Penalty: 5862.803223
	Iteration 59Q: 3 clusters Score -1.813939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 133744 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 60F: 3 clusters Score -1.813939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 133745 members 
Entering Unmasked Estep 
Score: -18139384.000000 Penalty: 5862.803223
	Iteration 61Q: 3 clusters Score -1.813938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -18139392.000000 Penalty: 5862.803223
	Iteration 62Q: 3 clusters Score -1.813939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 63Q: 3 clusters Score -1.813939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -18139390.000000 Penalty: 5862.803223
	Iteration 64F: 3 clusters Score -1.813939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187317 members 
Mstep: Class 4 contains 52513 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 48557 members 
Mstep: Class 7 contains 219728 members 
Mstep: Class 8 contains 40975 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54271 members 
Mstep: Class 11 contains 54373 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 111948 members 
Mstep: Class 14 contains 346 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1008 members 
Mstep: Class 18 contains 66427 members 
Mstep: Class 20 contains 20981 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 135967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246080.000000 Penalty: 72127.992188
Iteration 79Q: 22 clusters Score -1.352461e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 187152 members 
Mstep: Class 4 contains 53219 members 
Mstep: Class 5 contains 29705 members 
Mstep: Class 6 contains 48533 members 
Mstep: Class 7 contains 219547 members 
Mstep: Class 8 contains 41003 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54260 members 
Mstep: Class 11 contains 54266 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 112429 members 
Mstep: Class 14 contains 373 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 65812 members 
Mstep: Class 20 contains 20973 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 135836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246336.000000 Penalty: 72127.992188
Iteration 80F: 22 clusters Score -1.352463e+08 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 187011 members 
Mstep: Class 4 contains 53977 members 
Mstep: Class 5 contains 29718 members 
Mstep: Class 6 contains 48512 members 
Mstep: Class 7 contains 219340 members 
Mstep: Class 8 contains 41037 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54254 members 
Mstep: Class 11 contains 54152 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 112875 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 65234 members 
Mstep: Class 20 contains 20959 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 135648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246912.000000 Penalty: 72127.992188
Iteration 81Q: 22 clusters Score -1.352469e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 186806 members 
Mstep: Class 4 contains 54777 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 6 contains 48500 members 
Mstep: Class 7 contains 219206 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54255 members 
Mstep: Class 11 contains 54052 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 113297 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 64693 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 135416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135247360.000000 Penalty: 72127.992188
Iteration 82Q: 22 clusters Score -1.352474e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 186641 members 
Mstep: Class 4 contains 55596 members 
Mstep: Class 5 contains 29697 members 
Mstep: Class 6 contains 48481 members 
Mstep: Class 7 contains 219061 members 
Mstep: Class 8 contains 41048 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 54262 members 
Mstep: Class 11 contains 53959 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 113685 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 64204 members 
Mstep: Class 20 contains 20933 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 135146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135247984.000000 Penalty: 72127.992188
Iteration 83Q: 22 clusters Score -1.35248e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 186488 members 
Mstep: Class 4 contains 56445 members 
Mstep: Class 5 contains 29702 members 
Mstep: Class 6 contains 48455 members 
Mstep: Class 7 contains 218888 members 
Mstep: Class 8 contains 41036 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 54262 members 
Mstep: Class 11 contains 53872 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 114050 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 63705 members 
Mstep: Class 20 contains 20921 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 134885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135248096.000000 Penalty: 72127.992188
Iteration 84Q: 22 clusters Score -1.352481e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 186326 members 
Mstep: Class 4 contains 57325 members 
Mstep: Class 5 contains 29694 members 
Mstep: Class 6 contains 48422 members 
Mstep: Class 7 contains 218678 members 
Mstep: Class 8 contains 41022 members 
Mstep: Class 9 contains 1088 members 
Mstep: Class 10 contains 54269 members 
Mstep: Class 11 contains 53787 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 114369 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 63221 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 134667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249008.000000 Penalty: 72127.992188
Iteration 85Q: 22 clusters Score -1.35249e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 186127 members 
Mstep: Class 4 contains 58221 members 
Mstep: Class 5 contains 29685 members 
Mstep: Class 6 contains 48386 members 
Mstep: Class 7 contains 218489 members 
Mstep: Class 8 contains 41030 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 54260 members 
Mstep: Class 11 contains 53700 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 114655 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 62750 members 
Mstep: Class 20 contains 20907 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 134473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249392.000000 Penalty: 72127.992188
Iteration 86Q: 22 clusters Score -1.352494e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 185894 members 
Mstep: Class 4 contains 59222 members 
Mstep: Class 5 contains 29663 members 
Mstep: Class 6 contains 48347 members 
Mstep: Class 7 contains 218295 members 
Mstep: Class 8 contains 41029 members 
Mstep: Class 9 contains 1088 members 
Mstep: Class 10 contains 54248 members 
Mstep: Class 11 contains 53625 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 114945 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 62285 members 
Mstep: Class 20 contains 20887 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 134237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249696.000000 Penalty: 72127.992188
Iteration 87Q: 22 clusters Score -1.352497e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 185627 members 
Mstep: Class 4 contains 60233 members 
Mstep: Class 5 contains 29646 members 
Mstep: Class 6 contains 48294 members 
Mstep: Class 7 contains 218150 members 
Mstep: Class 8 contains 41021 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 54236 members 
Mstep: Class 11 contains 53545 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 115203 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 61861 members 
Mstep: Class 20 contains 20862 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 133998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249792.000000 Penalty: 72127.992188
Iteration 88Q: 22 clusters Score -1.352498e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 185341 members 
Mstep: Class 4 contains 61336 members 
Mstep: Class 5 contains 29617 members 
Mstep: Class 6 contains 48268 members 
Mstep: Class 7 contains 217972 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54233 members 
Mstep: Class 11 contains 53447 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 115429 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 61463 members 
Mstep: Class 20 contains 20857 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 133699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135250288.000000 Penalty: 72127.992188
Iteration 89Q: 22 clusters Score -1.352503e+08 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 185022 members 
Mstep: Class 4 contains 62474 members 
Mstep: Class 5 contains 29563 members 
Mstep: Class 6 contains 48260 members 
Mstep: Class 7 contains 217822 members 
Mstep: Class 8 contains 40999 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54232 members 
Mstep: Class 11 contains 53318 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 115636 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 61082 members 
Mstep: Class 20 contains 20853 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 133420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135250592.000000 Penalty: 72127.992188
Iteration 90Q: 22 clusters Score -1.352506e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 184655 members 
Mstep: Class 4 contains 63696 members 
Mstep: Class 5 contains 29521 members 
Mstep: Class 6 contains 48266 members 
Mstep: Class 7 contains 217603 members 
Mstep: Class 8 contains 40998 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54236 members 
Mstep: Class 11 contains 53189 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 115879 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 60699 members 
Mstep: Class 20 contains 20854 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 133085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135250944.000000 Penalty: 72127.992188
Iteration 91Q: 22 clusters Score -1.352509e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 184282 members 
Mstep: Class 4 contains 64897 members 
Mstep: Class 5 contains 29486 members 
Mstep: Class 6 contains 48244 members 
Mstep: Class 7 contains 217386 members 
Mstep: Class 8 contains 40990 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54245 members 
Mstep: Class 11 contains 53076 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 116113 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 60324 members 
Mstep: Class 20 contains 20853 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 132782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251408.000000 Penalty: 72127.992188
Iteration 92Q: 22 clusters Score -1.352514e+08 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 183922 members 
Mstep: Class 4 contains 66191 members 
Mstep: Class 5 contains 29437 members 
Mstep: Class 6 contains 48246 members 
Mstep: Class 7 contains 217135 members 
Mstep: Class 8 contains 40976 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54253 members 
Mstep: Class 11 contains 52975 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 116351 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1004 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 59955 members 
Mstep: Class 20 contains 20850 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 132388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251744.000000 Penalty: 72127.992188
Iteration 93Q: 22 clusters Score -1.352517e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 183485 members 
Mstep: Class 4 contains 67567 members 
Mstep: Class 5 contains 29393 members 
Mstep: Class 6 contains 48266 members 
Mstep: Class 7 contains 216893 members 
Mstep: Class 8 contains 40975 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 54256 members 
Mstep: Class 11 contains 52873 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 116603 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 59577 members 
Mstep: Class 20 contains 20848 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 131935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135251616.000000 Penalty: 72127.992188
Iteration 94Q: 22 clusters Score -1.352516e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 183135 members 
Mstep: Class 4 contains 69037 members 
Mstep: Class 5 contains 29319 members 
Mstep: Class 6 contains 48292 members 
Mstep: Class 7 contains 216527 members 
Mstep: Class 8 contains 40952 members 
Mstep: Class 9 contains 1085 members 
Mstep: Class 10 contains 54237 members 
Mstep: Class 11 contains 52791 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 116815 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 59231 members 
Mstep: Class 20 contains 20830 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 131495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135252192.000000 Penalty: 72127.992188
Iteration 95Q: 22 clusters Score -1.352522e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 182702 members 
Mstep: Class 4 contains 70590 members 
Mstep: Class 5 contains 29271 members 
Mstep: Class 6 contains 48316 members 
Mstep: Class 7 contains 216175 members 
Mstep: Class 8 contains 40918 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 54219 members 
Mstep: Class 11 contains 52698 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 117056 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 58904 members 
Mstep: Class 20 contains 20806 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 130998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135252560.000000 Penalty: 72127.992188
Iteration 96Q: 22 clusters Score -1.352526e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 182323 members 
Mstep: Class 4 contains 72153 members 
Mstep: Class 5 contains 29214 members 
Mstep: Class 6 contains 48334 members 
Mstep: Class 7 contains 215777 members 
Mstep: Class 8 contains 40879 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 54228 members 
Mstep: Class 11 contains 52586 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 117260 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 20 contains 20798 members 
Mstep: Class 21 contains 2290 members 
Mstep: Class 22 contains 130533 members 
Entering Unmasked Estep 
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Iteration 97Q: 22 clusters Score -1.352534e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 181934 members 
Mstep: Class 4 contains 73792 members 
Mstep: Class 5 contains 29180 members 
Mstep: Class 6 contains 48334 members 
Mstep: Class 7 contains 215310 members 
Mstep: Class 8 contains 40847 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 54234 members 
Mstep: Class 11 contains 52463 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 117446 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 58242 members 
Mstep: Class 20 contains 20793 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 130068 members 
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Iteration 98Q: 22 clusters Score -1.352537e+08 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 181519 members 
Mstep: Class 4 contains 75443 members 
Mstep: Class 5 contains 29110 members 
Mstep: Class 6 contains 48319 members 
Mstep: Class 7 contains 214779 members 
Mstep: Class 8 contains 40794 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 54206 members 
Mstep: Class 11 contains 52348 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 117651 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 57938 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 21 contains 2296 members 
Mstep: Class 22 contains 129743 members 
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Iteration 99Q: 22 clusters Score -1.352547e+08 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 180999 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 29041 members 
Mstep: Class 6 contains 48334 members 
Mstep: Class 7 contains 214297 members 
Mstep: Class 8 contains 40753 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 117833 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1003 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 57687 members 
Mstep: Class 20 contains 20812 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 129353 members 
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Iteration 100F: 22 clusters Score -1.352553e+08 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 180446 members 
Mstep: Class 4 contains 78881 members 
Mstep: Class 5 contains 28970 members 
Mstep: Class 6 contains 48334 members 
Mstep: Class 7 contains 213918 members 
Mstep: Class 8 contains 40712 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 54084 members 
Mstep: Class 11 contains 52054 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 118034 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1002 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 57427 members 
Mstep: Class 20 contains 20812 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 128955 members 
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Iteration 101Q: 22 clusters Score -1.352555e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 179906 members 
Mstep: Class 4 contains 80735 members 
Mstep: Class 5 contains 28876 members 
Mstep: Class 6 contains 48324 members 
Mstep: Class 7 contains 213511 members 
Mstep: Class 8 contains 40676 members 
Mstep: Class 9 contains 1074 members 
Mstep: Class 10 contains 54003 members 
Mstep: Class 11 contains 51895 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 118228 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 20 contains 20827 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 128477 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -1.35256e+08 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 179339 members 
Mstep: Class 4 contains 82659 members 
Mstep: Class 5 contains 28804 members 
Mstep: Class 6 contains 48319 members 
Mstep: Class 7 contains 213096 members 
Mstep: Class 8 contains 40637 members 
Mstep: Class 9 contains 1075 members 
Mstep: Class 10 contains 53907 members 
Mstep: Class 11 contains 51762 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 118429 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 56901 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 127915 members 
Entering Unmasked Estep 
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Iteration 103Q: 22 clusters Score -1.352566e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 178742 members 
Mstep: Class 4 contains 84509 members 
Mstep: Class 5 contains 28716 members 
Mstep: Class 6 contains 48327 members 
Mstep: Class 7 contains 212633 members 
Mstep: Class 8 contains 40619 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 53816 members 
Mstep: Class 11 contains 51653 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 118540 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 56652 members 
Mstep: Class 20 contains 20845 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 127536 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -1.352576e+08 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 178061 members 
Mstep: Class 4 contains 86478 members 
Mstep: Class 5 contains 28651 members 
Mstep: Class 6 contains 48369 members 
Mstep: Class 7 contains 212106 members 
Mstep: Class 8 contains 40606 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 53708 members 
Mstep: Class 11 contains 51502 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 118610 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 56375 members 
Mstep: Class 20 contains 20841 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 127259 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -1.352584e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 177398 members 
Mstep: Class 4 contains 88618 members 
Mstep: Class 5 contains 28558 members 
Mstep: Class 6 contains 48422 members 
Mstep: Class 7 contains 211590 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 53613 members 
Mstep: Class 11 contains 51374 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 118622 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 56110 members 
Mstep: Class 20 contains 20848 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 126841 members 
Entering Unmasked Estep 
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Iteration 106Q: 22 clusters Score -1.35259e+08 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 176667 members 
Mstep: Class 4 contains 90642 members 
Mstep: Class 5 contains 28483 members 
Mstep: Class 6 contains 48465 members 
Mstep: Class 7 contains 211101 members 
Mstep: Class 8 contains 40521 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 51241 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 118661 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 55857 members 
Mstep: Class 20 contains 20874 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 126482 members 
Entering Unmasked Estep 
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Iteration 107Q: 22 clusters Score -1.352599e+08 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 175948 members 
Mstep: Class 4 contains 92657 members 
Mstep: Class 5 contains 28403 members 
Mstep: Class 6 contains 48505 members 
Mstep: Class 7 contains 210578 members 
Mstep: Class 8 contains 40487 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 53466 members 
Mstep: Class 11 contains 51101 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 118628 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 55607 members 
Mstep: Class 20 contains 20886 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 126228 members 
Entering Unmasked Estep 
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Iteration 108Q: 22 clusters Score -1.352607e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 175231 members 
Mstep: Class 4 contains 94625 members 
Mstep: Class 5 contains 28323 members 
Mstep: Class 6 contains 48565 members 
Mstep: Class 7 contains 209960 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 1091 members 
Mstep: Class 10 contains 53402 members 
Mstep: Class 11 contains 50969 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 118561 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 55367 members 
Mstep: Class 20 contains 20891 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 126122 members 
Entering Unmasked Estep 
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Iteration 109Q: 22 clusters Score -1.352612e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 174551 members 
Mstep: Class 4 contains 96532 members 
Mstep: Class 5 contains 28237 members 
Mstep: Class 6 contains 48591 members 
Mstep: Class 7 contains 209252 members 
Mstep: Class 8 contains 40417 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 53344 members 
Mstep: Class 11 contains 50793 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 118477 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 55129 members 
Mstep: Class 20 contains 20919 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 126208 members 
Entering Unmasked Estep 
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Iteration 110Q: 22 clusters Score -1.352616e+08 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 173810 members 
Mstep: Class 4 contains 98382 members 
Mstep: Class 5 contains 28123 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 208507 members 
Mstep: Class 8 contains 40378 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 53289 members 
Mstep: Class 11 contains 50634 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 118409 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54931 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 126400 members 
Entering Unmasked Estep 
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Iteration 111Q: 22 clusters Score -1.352622e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 173000 members 
Mstep: Class 4 contains 100134 members 
Mstep: Class 5 contains 28019 members 
Mstep: Class 6 contains 48643 members 
Mstep: Class 7 contains 207782 members 
Mstep: Class 8 contains 40360 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 53231 members 
Mstep: Class 11 contains 50453 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 118323 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1000 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54766 members 
Mstep: Class 20 contains 20970 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 126726 members 
Entering Unmasked Estep 
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Iteration 112Q: 22 clusters Score -1.352632e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 172151 members 
Mstep: Class 4 contains 101857 members 
Mstep: Class 5 contains 27902 members 
Mstep: Class 6 contains 48663 members 
Mstep: Class 7 contains 207123 members 
Mstep: Class 8 contains 40332 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 53191 members 
Mstep: Class 11 contains 50296 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 118187 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1000 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54612 members 
Mstep: Class 20 contains 20998 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 127077 members 
Entering Unmasked Estep 
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Iteration 113Q: 22 clusters Score -1.352637e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 171229 members 
Mstep: Class 4 contains 103542 members 
Mstep: Class 5 contains 27811 members 
Mstep: Class 6 contains 48672 members 
Mstep: Class 7 contains 206565 members 
Mstep: Class 8 contains 40304 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 53118 members 
Mstep: Class 11 contains 50125 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 117960 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54442 members 
Mstep: Class 20 contains 21030 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 127563 members 
Entering Unmasked Estep 
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Iteration 114Q: 22 clusters Score -1.352637e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 170267 members 
Mstep: Class 4 contains 105054 members 
Mstep: Class 5 contains 27735 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 206055 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 53078 members 
Mstep: Class 11 contains 49940 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 117662 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54299 members 
Mstep: Class 20 contains 21064 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 128182 members 
Entering Unmasked Estep 
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Iteration 115Q: 22 clusters Score -1.35264e+08 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 169318 members 
Mstep: Class 4 contains 106456 members 
Mstep: Class 5 contains 27664 members 
Mstep: Class 6 contains 48742 members 
Mstep: Class 7 contains 205440 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 53028 members 
Mstep: Class 11 contains 49765 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 117367 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54155 members 
Mstep: Class 20 contains 21090 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 128993 members 
Entering Unmasked Estep 
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Iteration 116Q: 22 clusters Score -1.352644e+08 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 168414 members 
Mstep: Class 4 contains 107714 members 
Mstep: Class 5 contains 27583 members 
Mstep: Class 6 contains 48774 members 
Mstep: Class 7 contains 204814 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 52988 members 
Mstep: Class 11 contains 49583 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 117039 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 54031 members 
Mstep: Class 20 contains 21128 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 129982 members 
Entering Unmasked Estep 
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Iteration 117Q: 22 clusters Score -1.352655e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 167537 members 
Mstep: Class 4 contains 108873 members 
Mstep: Class 5 contains 27489 members 
Mstep: Class 6 contains 48820 members 
Mstep: Class 7 contains 204113 members 
Mstep: Class 8 contains 40195 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 52978 members 
Mstep: Class 11 contains 49414 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 116735 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53865 members 
Mstep: Class 20 contains 21159 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 131093 members 
Entering Unmasked Estep 
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Iteration 118Q: 22 clusters Score -1.352658e+08 nChanged 5433
Entering ConstructFrom: 
Score: -135265824.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -404564.593750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -404564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -401189.937500 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -401189.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -401893.437500 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -401893.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -402042.781250 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -402042.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -402119.593750 Penalty: 4001.772461
	Iteration 3Q: 3 clusters Score -402119.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -402174.468750 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -402174.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -402213.468750 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -402213.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -402245.687500 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -402245.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -402262.000000 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -402262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -402271.281250 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -402271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -402275.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -402282.125000 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -402282.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402287.718750 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -402287.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -402292.375000 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -402292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -402295.531250 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -402295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -402298.625000 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -402298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -402301.156250 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -402301.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -402304.343750 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -402304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -402307.906250 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -402307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402309.187500 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -402309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402312.187500 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -402312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402314.312500 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -402314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -402314.781250 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -402314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402316.343750 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -402316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -402316.593750 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -402316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402318.125000 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -402318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -402318.125000 Penalty: 4001.772461
	Iteration 25F: 3 clusters Score -402318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -84159.710938 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -84159.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82478.195312 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -82478.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82797.312500 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -82797.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83006.437500 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -83006.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83156.601562 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -83156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83394.359375 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -83394.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83639.867188 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -83639.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83782.742188 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -83782.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83898.054688 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -83898.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83964.500000 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -83964.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84009.914062 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -84009.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84054.937500 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -84054.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -84123.335938 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -84123.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -84163.851562 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -84163.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84197.945312 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -84197.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84225.820312 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -84225.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -84261.921875 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -84261.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -84267.046875 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -84267.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -84273.921875 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -84273.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -84275.703125 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -84275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -84281.523438 Penalty: 3277.568359
	Iteration 19F: 3 clusters Score -84281.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84288.585938 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -84288.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -84296.414062 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -84296.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84298.312500 Penalty: 3277.568359
	Iteration 22Q: 3 clusters Score -84298.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84298.312500 Penalty: 3277.568359
	Iteration 23F: 3 clusters Score -84298.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 166698 members 
Mstep: Class 4 contains 109939 members 
Mstep: Class 5 contains 27412 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 203396 members 
Mstep: Class 8 contains 40166 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 52981 members 
Mstep: Class 11 contains 49249 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 116421 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53727 members 
Mstep: Class 19 contains 153 members 
Mstep: Class 20 contains 21175 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 132258 members 
Entering Unmasked Estep 
Score: -135264688.000000 Penalty: 75562.656250
Splitting cluster 2 changes total score from -135265824.000000 to -135264688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (166698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Entering Unmasked Estep 
Score: -22197294.000000 Penalty: 2981.937012
	Iteration 0F: 2 clusters Score -2.219729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -22093084.000000 Penalty: 5963.874023
	Iteration 0F: 3 clusters Score -2.209308e+07 nChanged 79668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -22139154.000000 Penalty: 5963.874023
	Iteration 1F: 3 clusters Score -2.213915e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -22140420.000000 Penalty: 5963.874023
	Iteration 2Q: 3 clusters Score -2.214042e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -22142412.000000 Penalty: 5963.874023
	Iteration 3Q: 3 clusters Score -2.214241e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -22144956.000000 Penalty: 5963.874023
	Iteration 4Q: 3 clusters Score -2.214496e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -22149262.000000 Penalty: 5963.874023
	Iteration 5F: 3 clusters Score -2.214926e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 117714 members 
Entering Unmasked Estep 
Score: -22156518.000000 Penalty: 5963.874023
	Iteration 6F: 3 clusters Score -2.215652e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -22166438.000000 Penalty: 5963.874023
	Iteration 7F: 3 clusters Score -2.216644e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 143847 members 
Entering Unmasked Estep 
Score: -22176774.000000 Penalty: 5963.874023
	Iteration 8F: 3 clusters Score -2.217677e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -22185148.000000 Penalty: 5963.874023
	Iteration 9F: 3 clusters Score -2.218515e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -22190060.000000 Penalty: 5963.874023
	Iteration 10Q: 3 clusters Score -2.219006e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -22192512.000000 Penalty: 5963.874023
	Iteration 11Q: 3 clusters Score -2.219251e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -22193610.000000 Penalty: 5963.874023
	Iteration 12Q: 3 clusters Score -2.219361e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -22194132.000000 Penalty: 5963.874023
	Iteration 13Q: 3 clusters Score -2.219413e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -22194370.000000 Penalty: 5963.874023
	Iteration 14Q: 3 clusters Score -2.219437e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -22194492.000000 Penalty: 5963.874023
	Iteration 15Q: 3 clusters Score -2.219449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -22194548.000000 Penalty: 5963.874023
	Iteration 16Q: 3 clusters Score -2.219455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -22194594.000000 Penalty: 5963.874023
	Iteration 17Q: 3 clusters Score -2.219459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -22194624.000000 Penalty: 5963.874023
	Iteration 18Q: 3 clusters Score -2.219462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -22194652.000000 Penalty: 5963.874023
	Iteration 19Q: 3 clusters Score -2.219465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 166257 members 
Entering Unmasked Estep 
Score: -22194676.000000 Penalty: 5963.874023
	Iteration 20F: 3 clusters Score -2.219468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -22194676.000000 Penalty: 5963.874023
	Iteration 21Q: 3 clusters Score -2.219468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -22194684.000000 Penalty: 5963.874023
	Iteration 22Q: 3 clusters Score -2.219468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -22194688.000000 Penalty: 5963.874023
	Iteration 23Q: 3 clusters Score -2.219469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 166262 members 
Entering Unmasked Estep 
Score: -22194710.000000 Penalty: 5963.874023
	Iteration 24Q: 3 clusters Score -2.219471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 166261 members 
Entering Unmasked Estep 
Score: -22194734.000000 Penalty: 5963.874023
	Iteration 25Q: 3 clusters Score -2.219473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -22194732.000000 Penalty: 5963.874023
	Iteration 26Q: 3 clusters Score -2.219473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -22194752.000000 Penalty: 5963.874023
	Iteration 27Q: 3 clusters Score -2.219475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 166276 members 
Entering Unmasked Estep 
Score: -22194740.000000 Penalty: 5963.874023
	Iteration 28Q: 3 clusters Score -2.219474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 166277 members 
Entering Unmasked Estep 
Score: -22194748.000000 Penalty: 5963.874023
	Iteration 29Q: 3 clusters Score -2.219475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 166280 members 
Entering Unmasked Estep 
Score: -22194764.000000 Penalty: 5963.874023
	Iteration 30Q: 3 clusters Score -2.219476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 166280 members 
Entering Unmasked Estep 
Score: -22194764.000000 Penalty: 5963.874023
	Iteration 31Q: 3 clusters Score -2.219476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -22194776.000000 Penalty: 5963.874023
	Iteration 32Q: 3 clusters Score -2.219478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -22194766.000000 Penalty: 5963.874023
	Iteration 33Q: 3 clusters Score -2.219477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -22194772.000000 Penalty: 5963.874023
	Iteration 34Q: 3 clusters Score -2.219477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -22194772.000000 Penalty: 5963.874023
	Iteration 35F: 3 clusters Score -2.219477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Entering Unmasked Estep 
Score: -14724354.000000 Penalty: 2878.705078
	Iteration 0F: 2 clusters Score -1.472435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -14651016.000000 Penalty: 5757.410156
	Iteration 0F: 3 clusters Score -1.465102e+07 nChanged 52234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -14680885.000000 Penalty: 5757.410156
	Iteration 1F: 3 clusters Score -1.468088e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -14682064.000000 Penalty: 5757.410156
	Iteration 2Q: 3 clusters Score -1.468206e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -14683587.000000 Penalty: 5757.410156
	Iteration 3Q: 3 clusters Score -1.468359e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -14686338.000000 Penalty: 5757.410156
	Iteration 4F: 3 clusters Score -1.468634e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -14691174.000000 Penalty: 5757.410156
	Iteration 5F: 3 clusters Score -1.469117e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -14698655.000000 Penalty: 5757.410156
	Iteration 6F: 3 clusters Score -1.469866e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -14707817.000000 Penalty: 5757.410156
	Iteration 7F: 3 clusters Score -1.470782e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -14715513.000000 Penalty: 5757.410156
	Iteration 8F: 3 clusters Score -1.471551e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -14719542.000000 Penalty: 5757.410156
	Iteration 9Q: 3 clusters Score -1.471954e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -14720953.000000 Penalty: 5757.410156
	Iteration 10Q: 3 clusters Score -1.472095e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -14721397.000000 Penalty: 5757.410156
	Iteration 11Q: 3 clusters Score -1.47214e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14721606.000000 Penalty: 5757.410156
	Iteration 12Q: 3 clusters Score -1.472161e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -14721725.000000 Penalty: 5757.410156
	Iteration 13Q: 3 clusters Score -1.472172e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -14721781.000000 Penalty: 5757.410156
	Iteration 14Q: 3 clusters Score -1.472178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -14721840.000000 Penalty: 5757.410156
	Iteration 15Q: 3 clusters Score -1.472184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -14721867.000000 Penalty: 5757.410156
	Iteration 16Q: 3 clusters Score -1.472187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -14721879.000000 Penalty: 5757.410156
	Iteration 17Q: 3 clusters Score -1.472188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -14721880.000000 Penalty: 5757.410156
	Iteration 18Q: 3 clusters Score -1.472188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -14721884.000000 Penalty: 5757.410156
	Iteration 19Q: 3 clusters Score -1.472188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -14721892.000000 Penalty: 5757.410156
	Iteration 20F: 3 clusters Score -1.472189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -14721889.000000 Penalty: 5757.410156
	Iteration 21Q: 3 clusters Score -1.472189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -14721890.000000 Penalty: 5757.410156
	Iteration 22Q: 3 clusters Score -1.472189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -14721903.000000 Penalty: 5757.410156
	Iteration 23Q: 3 clusters Score -1.47219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -14721898.000000 Penalty: 5757.410156
	Iteration 24Q: 3 clusters Score -1.47219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 109611 members 
Entering Unmasked Estep 
Score: -14721911.000000 Penalty: 5757.410156
	Iteration 25Q: 3 clusters Score -1.472191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -14721906.000000 Penalty: 5757.410156
	Iteration 26Q: 3 clusters Score -1.472191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -14721909.000000 Penalty: 5757.410156
	Iteration 27Q: 3 clusters Score -1.472191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -14721917.000000 Penalty: 5757.410156
	Iteration 28Q: 3 clusters Score -1.472192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -14721923.000000 Penalty: 5757.410156
	Iteration 29Q: 3 clusters Score -1.472192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -14721930.000000 Penalty: 5757.410156
	Iteration 30Q: 3 clusters Score -1.472193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -14721935.000000 Penalty: 5757.410156
	Iteration 31Q: 3 clusters Score -1.472194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14721937.000000 Penalty: 5757.410156
	Iteration 32Q: 3 clusters Score -1.472194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 109618 members 
Entering Unmasked Estep 
Score: -14721939.000000 Penalty: 5757.410156
	Iteration 33Q: 3 clusters Score -1.472194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -14721938.000000 Penalty: 5757.410156
	Iteration 34Q: 3 clusters Score -1.472194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14721948.000000 Penalty: 5757.410156
	Iteration 35Q: 3 clusters Score -1.472195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14721936.000000 Penalty: 5757.410156
	Iteration 36Q: 3 clusters Score -1.472194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14721936.000000 Penalty: 5757.410156
	Iteration 37F: 3 clusters Score -1.472194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Entering Unmasked Estep 
Score: -3693324.000000 Penalty: 2534.246338
	Iteration 0F: 2 clusters Score -3693324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3674374.500000 Penalty: 5068.492676
	Iteration 0F: 3 clusters Score -3674374 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3681000.000000 Penalty: 5068.492676
	Iteration 1F: 3 clusters Score -3681000 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3681366.000000 Penalty: 5068.492676
	Iteration 2Q: 3 clusters Score -3681366 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3681696.500000 Penalty: 5068.492676
	Iteration 3Q: 3 clusters Score -3681696 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3681999.750000 Penalty: 5068.492676
	Iteration 4Q: 3 clusters Score -3682000 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3682240.250000 Penalty: 5068.492676
	Iteration 5Q: 3 clusters Score -3682240 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3682528.750000 Penalty: 5068.492676
	Iteration 6Q: 3 clusters Score -3682529 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3682897.250000 Penalty: 5068.492676
	Iteration 7Q: 3 clusters Score -3682897 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3683370.000000 Penalty: 5068.492676
	Iteration 8Q: 3 clusters Score -3683370 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3684147.000000 Penalty: 5068.492676
	Iteration 9Q: 3 clusters Score -3684147 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3685169.750000 Penalty: 5068.492676
	Iteration 10F: 3 clusters Score -3685170 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3686550.000000 Penalty: 5068.492676
	Iteration 11F: 3 clusters Score -3686550 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3688119.000000 Penalty: 5068.492676
	Iteration 12F: 3 clusters Score -3688119 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3689473.750000 Penalty: 5068.492676
	Iteration 13F: 3 clusters Score -3689474 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3690432.000000 Penalty: 5068.492676
	Iteration 14Q: 3 clusters Score -3690432 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3690956.000000 Penalty: 5068.492676
	Iteration 15Q: 3 clusters Score -3690956 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3691204.000000 Penalty: 5068.492676
	Iteration 16Q: 3 clusters Score -3691204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3691326.250000 Penalty: 5068.492676
	Iteration 17Q: 3 clusters Score -3691326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3691386.000000 Penalty: 5068.492676
	Iteration 18Q: 3 clusters Score -3691386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3691432.000000 Penalty: 5068.492676
	Iteration 19Q: 3 clusters Score -3691432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3691464.000000 Penalty: 5068.492676
	Iteration 20F: 3 clusters Score -3691464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3691481.750000 Penalty: 5068.492676
	Iteration 21Q: 3 clusters Score -3691482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3691484.250000 Penalty: 5068.492676
	Iteration 22Q: 3 clusters Score -3691484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3691496.000000 Penalty: 5068.492676
	Iteration 23Q: 3 clusters Score -3691496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3691507.500000 Penalty: 5068.492676
	Iteration 24Q: 3 clusters Score -3691508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3691512.500000 Penalty: 5068.492676
	Iteration 25Q: 3 clusters Score -3691512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3691512.250000 Penalty: 5068.492676
	Iteration 26Q: 3 clusters Score -3691512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3691513.250000 Penalty: 5068.492676
	Iteration 27Q: 3 clusters Score -3691513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3691516.000000 Penalty: 5068.492676
	Iteration 28Q: 3 clusters Score -3691516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3691520.750000 Penalty: 5068.492676
	Iteration 29Q: 3 clusters Score -3691521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3691525.250000 Penalty: 5068.492676
	Iteration 30Q: 3 clusters Score -3691525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3691532.000000 Penalty: 5068.492676
	Iteration 31Q: 3 clusters Score -3691532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3691531.750000 Penalty: 5068.492676
	Iteration 32Q: 3 clusters Score -3691532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3691535.750000 Penalty: 5068.492676
	Iteration 33Q: 3 clusters Score -3691536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3691532.000000 Penalty: 5068.492676
	Iteration 34Q: 3 clusters Score -3691532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3691533.250000 Penalty: 5068.492676
	Iteration 35Q: 3 clusters Score -3691533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3691533.250000 Penalty: 5068.492676
	Iteration 36F: 3 clusters Score -3691533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Entering Unmasked Estep 
Score: -6574479.000000 Penalty: 2677.463135
	Iteration 0F: 2 clusters Score -6574479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6541404.500000 Penalty: 5354.926270
	Iteration 0F: 3 clusters Score -6541404 nChanged 22587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6553976.500000 Penalty: 5354.926270
	Iteration 1F: 3 clusters Score -6553976 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6554408.500000 Penalty: 5354.926270
	Iteration 2Q: 3 clusters Score -6554408 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6554858.500000 Penalty: 5354.926270
	Iteration 3Q: 3 clusters Score -6554858 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -6555257.000000 Penalty: 5354.926270
	Iteration 4Q: 3 clusters Score -6555257 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6555747.000000 Penalty: 5354.926270
	Iteration 5Q: 3 clusters Score -6555747 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -6556350.000000 Penalty: 5354.926270
	Iteration 6Q: 3 clusters Score -6556350 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -6557157.000000 Penalty: 5354.926270
	Iteration 7Q: 3 clusters Score -6557157 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6558317.500000 Penalty: 5354.926270
	Iteration 8Q: 3 clusters Score -6558318 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -6559913.000000 Penalty: 5354.926270
	Iteration 9F: 3 clusters Score -6559913 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6562022.000000 Penalty: 5354.926270
	Iteration 10F: 3 clusters Score -6562022 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -6564535.000000 Penalty: 5354.926270
	Iteration 11F: 3 clusters Score -6564535 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -6566886.000000 Penalty: 5354.926270
	Iteration 12F: 3 clusters Score -6566886 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6568608.000000 Penalty: 5354.926270
	Iteration 13Q: 3 clusters Score -6568608 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -6569485.500000 Penalty: 5354.926270
	Iteration 14Q: 3 clusters Score -6569486 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -6569935.000000 Penalty: 5354.926270
	Iteration 15Q: 3 clusters Score -6569935 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -6570200.000000 Penalty: 5354.926270
	Iteration 16Q: 3 clusters Score -6570200 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6570457.500000 Penalty: 5354.926270
	Iteration 17Q: 3 clusters Score -6570458 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -6570637.500000 Penalty: 5354.926270
	Iteration 18Q: 3 clusters Score -6570638 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -6570804.000000 Penalty: 5354.926270
	Iteration 19Q: 3 clusters Score -6570804 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6570992.000000 Penalty: 5354.926270
	Iteration 20F: 3 clusters Score -6570992 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6571139.000000 Penalty: 5354.926270
	Iteration 21Q: 3 clusters Score -6571139 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6571263.000000 Penalty: 5354.926270
	Iteration 22Q: 3 clusters Score -6571263 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6571329.500000 Penalty: 5354.926270
	Iteration 23Q: 3 clusters Score -6571330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6571422.500000 Penalty: 5354.926270
	Iteration 24Q: 3 clusters Score -6571422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6571499.500000 Penalty: 5354.926270
	Iteration 25Q: 3 clusters Score -6571500 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6571555.500000 Penalty: 5354.926270
	Iteration 26Q: 3 clusters Score -6571556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6571623.000000 Penalty: 5354.926270
	Iteration 27Q: 3 clusters Score -6571623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6571696.000000 Penalty: 5354.926270
	Iteration 28Q: 3 clusters Score -6571696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6571750.500000 Penalty: 5354.926270
	Iteration 29Q: 3 clusters Score -6571750 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6571800.500000 Penalty: 5354.926270
	Iteration 30Q: 3 clusters Score -6571800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6571842.500000 Penalty: 5354.926270
	Iteration 31Q: 3 clusters Score -6571842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6571865.000000 Penalty: 5354.926270
	Iteration 32Q: 3 clusters Score -6571865 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6571919.500000 Penalty: 5354.926270
	Iteration 33Q: 3 clusters Score -6571920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6571955.000000 Penalty: 5354.926270
	Iteration 34Q: 3 clusters Score -6571955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6572013.500000 Penalty: 5354.926270
	Iteration 35Q: 3 clusters Score -6572014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6572036.500000 Penalty: 5354.926270
	Iteration 36Q: 3 clusters Score -6572036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6572047.500000 Penalty: 5354.926270
	Iteration 37Q: 3 clusters Score -6572048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6572073.000000 Penalty: 5354.926270
	Iteration 38Q: 3 clusters Score -6572073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6572074.500000 Penalty: 5354.926270
	Iteration 39Q: 3 clusters Score -6572074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6572080.500000 Penalty: 5354.926270
	Iteration 40F: 3 clusters Score -6572080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6572102.000000 Penalty: 5354.926270
	Iteration 41Q: 3 clusters Score -6572102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6572105.500000 Penalty: 5354.926270
	Iteration 42Q: 3 clusters Score -6572106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6572114.500000 Penalty: 5354.926270
	Iteration 43Q: 3 clusters Score -6572114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6572117.500000 Penalty: 5354.926270
	Iteration 44Q: 3 clusters Score -6572118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6572130.500000 Penalty: 5354.926270
	Iteration 45Q: 3 clusters Score -6572130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6572124.000000 Penalty: 5354.926270
	Iteration 46Q: 3 clusters Score -6572124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6572112.000000 Penalty: 5354.926270
	Iteration 47Q: 3 clusters Score -6572112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6572133.500000 Penalty: 5354.926270
	Iteration 48Q: 3 clusters Score -6572134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6572131.000000 Penalty: 5354.926270
	Iteration 49Q: 3 clusters Score -6572131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6572134.500000 Penalty: 5354.926270
	Iteration 50Q: 3 clusters Score -6572134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6572144.000000 Penalty: 5354.926270
	Iteration 51Q: 3 clusters Score -6572144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6572149.000000 Penalty: 5354.926270
	Iteration 52Q: 3 clusters Score -6572149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6572149.000000 Penalty: 5354.926270
	Iteration 53Q: 3 clusters Score -6572149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6572149.000000 Penalty: 5354.926270
	Iteration 54Q: 3 clusters Score -6572149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6572142.500000 Penalty: 5354.926270
	Iteration 55Q: 3 clusters Score -6572142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6572146.000000 Penalty: 5354.926270
	Iteration 56Q: 3 clusters Score -6572146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6572153.500000 Penalty: 5354.926270
	Iteration 57Q: 3 clusters Score -6572154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6572166.000000 Penalty: 5354.926270
	Iteration 58Q: 3 clusters Score -6572166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6572158.000000 Penalty: 5354.926270
	Iteration 59Q: 3 clusters Score -6572158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6572166.000000 Penalty: 5354.926270
	Iteration 60F: 3 clusters Score -6572166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6572176.500000 Penalty: 5354.926270
	Iteration 61Q: 3 clusters Score -6572176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6572176.500000 Penalty: 5354.926270
	Iteration 62Q: 3 clusters Score -6572176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6572175.500000 Penalty: 5354.926270
	Iteration 63Q: 3 clusters Score -6572176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6572179.000000 Penalty: 5354.926270
	Iteration 64Q: 3 clusters Score -6572179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6572178.500000 Penalty: 5354.926270
	Iteration 65Q: 3 clusters Score -6572178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6572177.000000 Penalty: 5354.926270
	Iteration 66Q: 3 clusters Score -6572177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6572173.000000 Penalty: 5354.926270
	Iteration 67Q: 3 clusters Score -6572173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6572173.500000 Penalty: 5354.926270
	Iteration 68Q: 3 clusters Score -6572174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6572171.000000 Penalty: 5354.926270
	Iteration 69Q: 3 clusters Score -6572171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6572181.500000 Penalty: 5354.926270
	Iteration 70Q: 3 clusters Score -6572182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6572177.500000 Penalty: 5354.926270
	Iteration 71Q: 3 clusters Score -6572178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6572175.000000 Penalty: 5354.926270
	Iteration 72Q: 3 clusters Score -6572175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6572182.000000 Penalty: 5354.926270
	Iteration 73Q: 3 clusters Score -6572182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6572186.000000 Penalty: 5354.926270
	Iteration 74Q: 3 clusters Score -6572186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6572183.500000 Penalty: 5354.926270
	Iteration 75Q: 3 clusters Score -6572184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6572183.000000 Penalty: 5354.926270
	Iteration 76Q: 3 clusters Score -6572183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6572181.000000 Penalty: 5354.926270
	Iteration 77Q: 3 clusters Score -6572181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6572185.000000 Penalty: 5354.926270
	Iteration 78Q: 3 clusters Score -6572185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6572195.000000 Penalty: 5354.926270
	Iteration 79Q: 3 clusters Score -6572195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6572190.500000 Penalty: 5354.926270
	Iteration 80F: 3 clusters Score -6572190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6572198.000000 Penalty: 5354.926270
	Iteration 81Q: 3 clusters Score -6572198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6572195.500000 Penalty: 5354.926270
	Iteration 82Q: 3 clusters Score -6572196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6572199.000000 Penalty: 5354.926270
	Iteration 83Q: 3 clusters Score -6572199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6572197.500000 Penalty: 5354.926270
	Iteration 84Q: 3 clusters Score -6572198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6572200.000000 Penalty: 5354.926270
	Iteration 85Q: 3 clusters Score -6572200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6572203.500000 Penalty: 5354.926270
	Iteration 86Q: 3 clusters Score -6572204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6572200.500000 Penalty: 5354.926270
	Iteration 87Q: 3 clusters Score -6572200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6572200.500000 Penalty: 5354.926270
	Iteration 88F: 3 clusters Score -6572200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (203396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203396 members 
Entering Unmasked Estep 
Score: -26979614.000000 Penalty: 3031.281738
	Iteration 0F: 2 clusters Score -2.697961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -26852924.000000 Penalty: 6062.563477
	Iteration 0F: 3 clusters Score -2.685292e+07 nChanged 98177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -26909252.000000 Penalty: 6062.563477
	Iteration 1F: 3 clusters Score -2.690925e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 104170 members 
Entering Unmasked Estep 
Score: -26909822.000000 Penalty: 6062.563477
	Iteration 2Q: 3 clusters Score -2.690982e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -26910440.000000 Penalty: 6062.563477
	Iteration 3Q: 3 clusters Score -2.691044e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -26911060.000000 Penalty: 6062.563477
	Iteration 4Q: 3 clusters Score -2.691106e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -26912132.000000 Penalty: 6062.563477
	Iteration 5Q: 3 clusters Score -2.691213e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -26913640.000000 Penalty: 6062.563477
	Iteration 6Q: 3 clusters Score -2.691364e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -26916978.000000 Penalty: 6062.563477
	Iteration 7Q: 3 clusters Score -2.691698e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -26923306.000000 Penalty: 6062.563477
	Iteration 8F: 3 clusters Score -2.692331e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -26934488.000000 Penalty: 6062.563477
	Iteration 9F: 3 clusters Score -2.693449e+07 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -26951694.000000 Penalty: 6062.563477
	Iteration 10F: 3 clusters Score -2.695169e+07 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
Score: -26966460.000000 Penalty: 6062.563477
	Iteration 11F: 3 clusters Score -2.696646e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -26973774.000000 Penalty: 6062.563477
	Iteration 12Q: 3 clusters Score -2.697377e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 202273 members 
Entering Unmasked Estep 
Score: -26975888.000000 Penalty: 6062.563477
	Iteration 13Q: 3 clusters Score -2.697589e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202984 members 
Entering Unmasked Estep 
Score: -26976526.000000 Penalty: 6062.563477
	Iteration 14Q: 3 clusters Score -2.697653e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 203123 members 
Entering Unmasked Estep 
Score: -26976770.000000 Penalty: 6062.563477
	Iteration 15Q: 3 clusters Score -2.697677e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 203167 members 
Entering Unmasked Estep 
Score: -26976874.000000 Penalty: 6062.563477
	Iteration 16Q: 3 clusters Score -2.697687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203183 members 
Entering Unmasked Estep 
Score: -26976914.000000 Penalty: 6062.563477
	Iteration 17Q: 3 clusters Score -2.697691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203189 members 
Entering Unmasked Estep 
Score: -26976904.000000 Penalty: 6062.563477
	Iteration 18Q: 3 clusters Score -2.69769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203194 members 
Entering Unmasked Estep 
Score: -26976954.000000 Penalty: 6062.563477
	Iteration 19Q: 3 clusters Score -2.697695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203199 members 
Entering Unmasked Estep 
Score: -26976954.000000 Penalty: 6062.563477
	Iteration 20F: 3 clusters Score -2.697695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 203201 members 
Entering Unmasked Estep 
Score: -26976986.000000 Penalty: 6062.563477
	Iteration 21Q: 3 clusters Score -2.697699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203204 members 
Entering Unmasked Estep 
Score: -26976990.000000 Penalty: 6062.563477
	Iteration 22Q: 3 clusters Score -2.697699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203205 members 
Entering Unmasked Estep 
Score: -26976992.000000 Penalty: 6062.563477
	Iteration 23Q: 3 clusters Score -2.697699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203207 members 
Entering Unmasked Estep 
Score: -26977002.000000 Penalty: 6062.563477
	Iteration 24Q: 3 clusters Score -2.6977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203209 members 
Entering Unmasked Estep 
Score: -26977010.000000 Penalty: 6062.563477
	Iteration 25Q: 3 clusters Score -2.697701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203209 members 
Entering Unmasked Estep 
Score: -26977016.000000 Penalty: 6062.563477
	Iteration 26Q: 3 clusters Score -2.697702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203209 members 
Entering Unmasked Estep 
Score: -26977016.000000 Penalty: 6062.563477
	Iteration 27F: 3 clusters Score -2.697702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Entering Unmasked Estep 
Score: -5410913.500000 Penalty: 2628.992432
	Iteration 0F: 2 clusters Score -5410914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -5383663.500000 Penalty: 5257.984863
	Iteration 0F: 3 clusters Score -5383664 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5393776.000000 Penalty: 5257.984863
	Iteration 1F: 3 clusters Score -5393776 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5394210.000000 Penalty: 5257.984863
	Iteration 2Q: 3 clusters Score -5394210 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5394630.500000 Penalty: 5257.984863
	Iteration 3Q: 3 clusters Score -5394630 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5395160.500000 Penalty: 5257.984863
	Iteration 4Q: 3 clusters Score -5395160 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5395690.000000 Penalty: 5257.984863
	Iteration 5Q: 3 clusters Score -5395690 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5396425.000000 Penalty: 5257.984863
	Iteration 6Q: 3 clusters Score -5396425 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5397429.000000 Penalty: 5257.984863
	Iteration 7Q: 3 clusters Score -5397429 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5398960.000000 Penalty: 5257.984863
	Iteration 8F: 3 clusters Score -5398960 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5401084.500000 Penalty: 5257.984863
	Iteration 9F: 3 clusters Score -5401084 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5403533.500000 Penalty: 5257.984863
	Iteration 10F: 3 clusters Score -5403534 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5405354.000000 Penalty: 5257.984863
	Iteration 11F: 3 clusters Score -5405354 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5406305.000000 Penalty: 5257.984863
	Iteration 12Q: 3 clusters Score -5406305 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5406754.000000 Penalty: 5257.984863
	Iteration 13Q: 3 clusters Score -5406754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5406999.500000 Penalty: 5257.984863
	Iteration 14Q: 3 clusters Score -5407000 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5407158.000000 Penalty: 5257.984863
	Iteration 15Q: 3 clusters Score -5407158 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5407284.500000 Penalty: 5257.984863
	Iteration 16Q: 3 clusters Score -5407284 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -5407427.500000 Penalty: 5257.984863
	Iteration 17Q: 3 clusters Score -5407428 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5407557.500000 Penalty: 5257.984863
	Iteration 18Q: 3 clusters Score -5407558 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5407675.000000 Penalty: 5257.984863
	Iteration 19Q: 3 clusters Score -5407675 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -5407757.000000 Penalty: 5257.984863
	Iteration 20F: 3 clusters Score -5407757 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5407857.500000 Penalty: 5257.984863
	Iteration 21Q: 3 clusters Score -5407858 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5407971.500000 Penalty: 5257.984863
	Iteration 22Q: 3 clusters Score -5407972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5408053.000000 Penalty: 5257.984863
	Iteration 23Q: 3 clusters Score -5408053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5408112.000000 Penalty: 5257.984863
	Iteration 24Q: 3 clusters Score -5408112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5408160.500000 Penalty: 5257.984863
	Iteration 25Q: 3 clusters Score -5408160 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5408196.500000 Penalty: 5257.984863
	Iteration 26Q: 3 clusters Score -5408196 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -5408255.500000 Penalty: 5257.984863
	Iteration 27Q: 3 clusters Score -5408256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5408311.000000 Penalty: 5257.984863
	Iteration 28Q: 3 clusters Score -5408311 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -5408338.500000 Penalty: 5257.984863
	Iteration 29Q: 3 clusters Score -5408338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5408373.500000 Penalty: 5257.984863
	Iteration 30Q: 3 clusters Score -5408374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5408411.500000 Penalty: 5257.984863
	Iteration 31Q: 3 clusters Score -5408412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5408437.000000 Penalty: 5257.984863
	Iteration 32Q: 3 clusters Score -5408437 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5408486.000000 Penalty: 5257.984863
	Iteration 33Q: 3 clusters Score -5408486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -5408524.000000 Penalty: 5257.984863
	Iteration 34Q: 3 clusters Score -5408524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5408541.000000 Penalty: 5257.984863
	Iteration 35Q: 3 clusters Score -5408541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5408556.500000 Penalty: 5257.984863
	Iteration 36Q: 3 clusters Score -5408556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5408587.000000 Penalty: 5257.984863
	Iteration 37Q: 3 clusters Score -5408587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5408596.500000 Penalty: 5257.984863
	Iteration 38Q: 3 clusters Score -5408596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5408631.500000 Penalty: 5257.984863
	Iteration 39Q: 3 clusters Score -5408632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5408653.500000 Penalty: 5257.984863
	Iteration 40F: 3 clusters Score -5408654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5408676.500000 Penalty: 5257.984863
	Iteration 41Q: 3 clusters Score -5408676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5408697.500000 Penalty: 5257.984863
	Iteration 42Q: 3 clusters Score -5408698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5408718.500000 Penalty: 5257.984863
	Iteration 43Q: 3 clusters Score -5408718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5408722.000000 Penalty: 5257.984863
	Iteration 44Q: 3 clusters Score -5408722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5408730.500000 Penalty: 5257.984863
	Iteration 45Q: 3 clusters Score -5408730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -5408748.000000 Penalty: 5257.984863
	Iteration 46Q: 3 clusters Score -5408748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5408759.500000 Penalty: 5257.984863
	Iteration 47Q: 3 clusters Score -5408760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5408762.000000 Penalty: 5257.984863
	Iteration 48Q: 3 clusters Score -5408762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5408764.000000 Penalty: 5257.984863
	Iteration 49Q: 3 clusters Score -5408764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5408752.000000 Penalty: 5257.984863
	Iteration 50Q: 3 clusters Score -5408752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5408769.000000 Penalty: 5257.984863
	Iteration 51Q: 3 clusters Score -5408769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5408774.500000 Penalty: 5257.984863
	Iteration 52Q: 3 clusters Score -5408774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5408768.000000 Penalty: 5257.984863
	Iteration 53Q: 3 clusters Score -5408768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5408760.000000 Penalty: 5257.984863
	Iteration 54Q: 3 clusters Score -5408760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5408769.000000 Penalty: 5257.984863
	Iteration 55Q: 3 clusters Score -5408769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5408781.000000 Penalty: 5257.984863
	Iteration 56Q: 3 clusters Score -5408781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5408787.500000 Penalty: 5257.984863
	Iteration 57Q: 3 clusters Score -5408788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5408790.500000 Penalty: 5257.984863
	Iteration 58Q: 3 clusters Score -5408790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5408789.500000 Penalty: 5257.984863
	Iteration 59Q: 3 clusters Score -5408790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -5408791.000000 Penalty: 5257.984863
	Iteration 60F: 3 clusters Score -5408791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5408777.500000 Penalty: 5257.984863
	Iteration 61Q: 3 clusters Score -5408778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5408795.500000 Penalty: 5257.984863
	Iteration 62Q: 3 clusters Score -5408796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5408793.000000 Penalty: 5257.984863
	Iteration 63Q: 3 clusters Score -5408793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5408805.000000 Penalty: 5257.984863
	Iteration 64Q: 3 clusters Score -5408805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5408811.000000 Penalty: 5257.984863
	Iteration 65Q: 3 clusters Score -5408811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5408815.500000 Penalty: 5257.984863
	Iteration 66Q: 3 clusters Score -5408816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5408813.500000 Penalty: 5257.984863
	Iteration 67Q: 3 clusters Score -5408814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5408815.000000 Penalty: 5257.984863
	Iteration 68Q: 3 clusters Score -5408815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -5408819.000000 Penalty: 5257.984863
	Iteration 69Q: 3 clusters Score -5408819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5408818.500000 Penalty: 5257.984863
	Iteration 70Q: 3 clusters Score -5408818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5408817.500000 Penalty: 5257.984863
	Iteration 71Q: 3 clusters Score -5408818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -5408821.000000 Penalty: 5257.984863
	Iteration 72Q: 3 clusters Score -5408821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5408817.500000 Penalty: 5257.984863
	Iteration 73Q: 3 clusters Score -5408818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5408822.000000 Penalty: 5257.984863
	Iteration 74Q: 3 clusters Score -5408822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5408825.000000 Penalty: 5257.984863
	Iteration 75Q: 3 clusters Score -5408825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5408824.500000 Penalty: 5257.984863
	Iteration 76Q: 3 clusters Score -5408824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5408828.500000 Penalty: 5257.984863
	Iteration 77Q: 3 clusters Score -5408828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -5408827.000000 Penalty: 5257.984863
	Iteration 78Q: 3 clusters Score -5408827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5408833.000000 Penalty: 5257.984863
	Iteration 79Q: 3 clusters Score -5408833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5408834.000000 Penalty: 5257.984863
	Iteration 80F: 3 clusters Score -5408834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5408840.000000 Penalty: 5257.984863
	Iteration 81Q: 3 clusters Score -5408840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5408839.000000 Penalty: 5257.984863
	Iteration 82Q: 3 clusters Score -5408839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5408837.500000 Penalty: 5257.984863
	Iteration 83Q: 3 clusters Score -5408838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5408838.500000 Penalty: 5257.984863
	Iteration 84Q: 3 clusters Score -5408838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5408838.000000 Penalty: 5257.984863
	Iteration 85Q: 3 clusters Score -5408838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5408842.500000 Penalty: 5257.984863
	Iteration 86Q: 3 clusters Score -5408842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5408842.500000 Penalty: 5257.984863
	Iteration 87F: 3 clusters Score -5408842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -145199.156250 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -145199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143135.890625 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -143135.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -143432.890625 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -143432.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143511.750000 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -143511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143546.421875 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -143546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143569.031250 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -143569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143576.718750 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -143576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143582.796875 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -143582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -143589.859375 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -143589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143594.000000 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -143594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143596.265625 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -143596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143597.359375 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -143597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143598.031250 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -143598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143598.031250 Penalty: 3475.320801
	Iteration 12F: 3 clusters Score -143598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Entering Unmasked Estep 
Score: -6853649.500000 Penalty: 2697.666748
	Iteration 0F: 2 clusters Score -6853650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6818019.000000 Penalty: 5395.333496
	Iteration 0F: 3 clusters Score -6818019 nChanged 24605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -6831544.500000 Penalty: 5395.333496
	Iteration 1F: 3 clusters Score -6831544 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -6831980.000000 Penalty: 5395.333496
	Iteration 2Q: 3 clusters Score -6831980 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6832296.000000 Penalty: 5395.333496
	Iteration 3Q: 3 clusters Score -6832296 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -6832616.000000 Penalty: 5395.333496
	Iteration 4Q: 3 clusters Score -6832616 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6832855.500000 Penalty: 5395.333496
	Iteration 5Q: 3 clusters Score -6832856 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -6833098.500000 Penalty: 5395.333496
	Iteration 6Q: 3 clusters Score -6833098 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -6833299.000000 Penalty: 5395.333496
	Iteration 7Q: 3 clusters Score -6833299 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -6833624.000000 Penalty: 5395.333496
	Iteration 8Q: 3 clusters Score -6833624 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6833982.000000 Penalty: 5395.333496
	Iteration 9Q: 3 clusters Score -6833982 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -6834551.500000 Penalty: 5395.333496
	Iteration 10Q: 3 clusters Score -6834552 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6835425.000000 Penalty: 5395.333496
	Iteration 11Q: 3 clusters Score -6835425 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -6836731.500000 Penalty: 5395.333496
	Iteration 12F: 3 clusters Score -6836732 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -6838790.000000 Penalty: 5395.333496
	Iteration 13F: 3 clusters Score -6838790 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6841622.000000 Penalty: 5395.333496
	Iteration 14F: 3 clusters Score -6841622 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -6844942.500000 Penalty: 5395.333496
	Iteration 15F: 3 clusters Score -6844942 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6847786.500000 Penalty: 5395.333496
	Iteration 16F: 3 clusters Score -6847786 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6849719.500000 Penalty: 5395.333496
	Iteration 17Q: 3 clusters Score -6849720 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6850745.000000 Penalty: 5395.333496
	Iteration 18Q: 3 clusters Score -6850745 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6851185.500000 Penalty: 5395.333496
	Iteration 19Q: 3 clusters Score -6851186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6851349.000000 Penalty: 5395.333496
	Iteration 20F: 3 clusters Score -6851349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6851443.000000 Penalty: 5395.333496
	Iteration 21Q: 3 clusters Score -6851443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6851484.000000 Penalty: 5395.333496
	Iteration 22Q: 3 clusters Score -6851484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6851496.000000 Penalty: 5395.333496
	Iteration 23Q: 3 clusters Score -6851496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6851510.500000 Penalty: 5395.333496
	Iteration 24Q: 3 clusters Score -6851510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6851521.500000 Penalty: 5395.333496
	Iteration 25Q: 3 clusters Score -6851522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6851525.500000 Penalty: 5395.333496
	Iteration 26Q: 3 clusters Score -6851526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6851535.500000 Penalty: 5395.333496
	Iteration 27Q: 3 clusters Score -6851536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6851533.000000 Penalty: 5395.333496
	Iteration 28Q: 3 clusters Score -6851533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6851531.500000 Penalty: 5395.333496
	Iteration 29Q: 3 clusters Score -6851532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6851537.000000 Penalty: 5395.333496
	Iteration 30Q: 3 clusters Score -6851537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6851538.000000 Penalty: 5395.333496
	Iteration 31Q: 3 clusters Score -6851538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6851538.000000 Penalty: 5395.333496
	Iteration 32F: 3 clusters Score -6851538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Entering Unmasked Estep 
Score: -6601783.000000 Penalty: 2679.551758
	Iteration 0F: 2 clusters Score -6601783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6568571.000000 Penalty: 5359.103516
	Iteration 0F: 3 clusters Score -6568571 nChanged 22705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -6581030.000000 Penalty: 5359.103516
	Iteration 1F: 3 clusters Score -6581030 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6581555.500000 Penalty: 5359.103516
	Iteration 2Q: 3 clusters Score -6581556 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -6582097.500000 Penalty: 5359.103516
	Iteration 3Q: 3 clusters Score -6582098 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6582693.500000 Penalty: 5359.103516
	Iteration 4Q: 3 clusters Score -6582694 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6583447.500000 Penalty: 5359.103516
	Iteration 5Q: 3 clusters Score -6583448 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6584427.000000 Penalty: 5359.103516
	Iteration 6Q: 3 clusters Score -6584427 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -6585963.500000 Penalty: 5359.103516
	Iteration 7F: 3 clusters Score -6585964 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6588298.500000 Penalty: 5359.103516
	Iteration 8F: 3 clusters Score -6588298 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6591130.000000 Penalty: 5359.103516
	Iteration 9F: 3 clusters Score -6591130 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6594118.000000 Penalty: 5359.103516
	Iteration 10F: 3 clusters Score -6594118 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6596349.500000 Penalty: 5359.103516
	Iteration 11F: 3 clusters Score -6596350 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -6597537.000000 Penalty: 5359.103516
	Iteration 12Q: 3 clusters Score -6597537 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -6598109.000000 Penalty: 5359.103516
	Iteration 13Q: 3 clusters Score -6598109 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6598430.500000 Penalty: 5359.103516
	Iteration 14Q: 3 clusters Score -6598430 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -6598696.500000 Penalty: 5359.103516
	Iteration 15Q: 3 clusters Score -6598696 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6598961.000000 Penalty: 5359.103516
	Iteration 16Q: 3 clusters Score -6598961 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6599157.500000 Penalty: 5359.103516
	Iteration 17Q: 3 clusters Score -6599158 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -6599319.000000 Penalty: 5359.103516
	Iteration 18Q: 3 clusters Score -6599319 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -6599483.500000 Penalty: 5359.103516
	Iteration 19Q: 3 clusters Score -6599484 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6599609.500000 Penalty: 5359.103516
	Iteration 20F: 3 clusters Score -6599610 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6599737.500000 Penalty: 5359.103516
	Iteration 21Q: 3 clusters Score -6599738 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6599786.500000 Penalty: 5359.103516
	Iteration 22Q: 3 clusters Score -6599786 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6599905.500000 Penalty: 5359.103516
	Iteration 23Q: 3 clusters Score -6599906 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6600000.500000 Penalty: 5359.103516
	Iteration 24Q: 3 clusters Score -6600000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6600098.000000 Penalty: 5359.103516
	Iteration 25Q: 3 clusters Score -6600098 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6600136.000000 Penalty: 5359.103516
	Iteration 26Q: 3 clusters Score -6600136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6600200.000000 Penalty: 5359.103516
	Iteration 27Q: 3 clusters Score -6600200 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6600237.000000 Penalty: 5359.103516
	Iteration 28Q: 3 clusters Score -6600237 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6600278.000000 Penalty: 5359.103516
	Iteration 29Q: 3 clusters Score -6600278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6600316.000000 Penalty: 5359.103516
	Iteration 30Q: 3 clusters Score -6600316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -6600343.500000 Penalty: 5359.103516
	Iteration 31Q: 3 clusters Score -6600344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6600355.000000 Penalty: 5359.103516
	Iteration 32Q: 3 clusters Score -6600355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6600369.000000 Penalty: 5359.103516
	Iteration 33Q: 3 clusters Score -6600369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6600388.500000 Penalty: 5359.103516
	Iteration 34Q: 3 clusters Score -6600388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6600388.500000 Penalty: 5359.103516
	Iteration 35Q: 3 clusters Score -6600388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -6600400.000000 Penalty: 5359.103516
	Iteration 36Q: 3 clusters Score -6600400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6600409.000000 Penalty: 5359.103516
	Iteration 37Q: 3 clusters Score -6600409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6600417.000000 Penalty: 5359.103516
	Iteration 38Q: 3 clusters Score -6600417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6600422.500000 Penalty: 5359.103516
	Iteration 39Q: 3 clusters Score -6600422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6600422.000000 Penalty: 5359.103516
	Iteration 40F: 3 clusters Score -6600422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6600432.500000 Penalty: 5359.103516
	Iteration 41Q: 3 clusters Score -6600432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6600448.500000 Penalty: 5359.103516
	Iteration 42Q: 3 clusters Score -6600448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6600453.500000 Penalty: 5359.103516
	Iteration 43Q: 3 clusters Score -6600454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6600474.000000 Penalty: 5359.103516
	Iteration 44Q: 3 clusters Score -6600474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -6600482.000000 Penalty: 5359.103516
	Iteration 45Q: 3 clusters Score -6600482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6600477.000000 Penalty: 5359.103516
	Iteration 46Q: 3 clusters Score -6600477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -6600483.000000 Penalty: 5359.103516
	Iteration 47Q: 3 clusters Score -6600483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6600481.000000 Penalty: 5359.103516
	Iteration 48Q: 3 clusters Score -6600481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -6600493.000000 Penalty: 5359.103516
	Iteration 49Q: 3 clusters Score -6600493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6600499.000000 Penalty: 5359.103516
	Iteration 50Q: 3 clusters Score -6600499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6600492.000000 Penalty: 5359.103516
	Iteration 51Q: 3 clusters Score -6600492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -6600490.500000 Penalty: 5359.103516
	Iteration 52Q: 3 clusters Score -6600490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -6600484.500000 Penalty: 5359.103516
	Iteration 53Q: 3 clusters Score -6600484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -6600484.500000 Penalty: 5359.103516
	Iteration 54Q: 3 clusters Score -6600484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -6600479.500000 Penalty: 5359.103516
	Iteration 55Q: 3 clusters Score -6600480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -6600485.000000 Penalty: 5359.103516
	Iteration 56Q: 3 clusters Score -6600485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -6600480.500000 Penalty: 5359.103516
	Iteration 57Q: 3 clusters Score -6600480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6600478.500000 Penalty: 5359.103516
	Iteration 58Q: 3 clusters Score -6600478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6600485.500000 Penalty: 5359.103516
	Iteration 59Q: 3 clusters Score -6600486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6600487.500000 Penalty: 5359.103516
	Iteration 60F: 3 clusters Score -6600488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -6600486.500000 Penalty: 5359.103516
	Iteration 61Q: 3 clusters Score -6600486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -6600487.500000 Penalty: 5359.103516
	Iteration 62Q: 3 clusters Score -6600488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6600489.500000 Penalty: 5359.103516
	Iteration 63Q: 3 clusters Score -6600490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6600485.000000 Penalty: 5359.103516
	Iteration 64Q: 3 clusters Score -6600485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -6600497.000000 Penalty: 5359.103516
	Iteration 65Q: 3 clusters Score -6600497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6600495.000000 Penalty: 5359.103516
	Iteration 66Q: 3 clusters Score -6600495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6600500.000000 Penalty: 5359.103516
	Iteration 67Q: 3 clusters Score -6600500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -6600500.500000 Penalty: 5359.103516
	Iteration 68Q: 3 clusters Score -6600500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6600504.000000 Penalty: 5359.103516
	Iteration 69Q: 3 clusters Score -6600504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6600503.000000 Penalty: 5359.103516
	Iteration 70Q: 3 clusters Score -6600503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6600504.000000 Penalty: 5359.103516
	Iteration 71Q: 3 clusters Score -6600504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6600500.000000 Penalty: 5359.103516
	Iteration 72Q: 3 clusters Score -6600500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6600502.000000 Penalty: 5359.103516
	Iteration 73Q: 3 clusters Score -6600502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -6600505.500000 Penalty: 5359.103516
	Iteration 74Q: 3 clusters Score -6600506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6600509.500000 Penalty: 5359.103516
	Iteration 75Q: 3 clusters Score -6600510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6600509.500000 Penalty: 5359.103516
	Iteration 76F: 3 clusters Score -6600510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -244287.687500 Penalty: 1883.406616
	Iteration 0F: 2 clusters Score -244287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241711.421875 Penalty: 3766.813232
	Iteration 0F: 3 clusters Score -241711.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242200.843750 Penalty: 3766.813232
	Iteration 1F: 3 clusters Score -242200.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242324.796875 Penalty: 3766.813232
	Iteration 2F: 3 clusters Score -242324.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242399.875000 Penalty: 3766.813232
	Iteration 3Q: 3 clusters Score -242399.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242436.671875 Penalty: 3766.813232
	Iteration 4Q: 3 clusters Score -242436.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -242454.531250 Penalty: 3766.813232
	Iteration 5Q: 3 clusters Score -242454.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242472.078125 Penalty: 3766.813232
	Iteration 6Q: 3 clusters Score -242472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242484.250000 Penalty: 3766.813232
	Iteration 7Q: 3 clusters Score -242484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242491.375000 Penalty: 3766.813232
	Iteration 8Q: 3 clusters Score -242491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -242496.781250 Penalty: 3766.813232
	Iteration 9Q: 3 clusters Score -242496.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242504.031250 Penalty: 3766.813232
	Iteration 10Q: 3 clusters Score -242504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -242509.843750 Penalty: 3766.813232
	Iteration 11Q: 3 clusters Score -242509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -242512.500000 Penalty: 3766.813232
	Iteration 12Q: 3 clusters Score -242512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242518.968750 Penalty: 3766.813232
	Iteration 13Q: 3 clusters Score -242519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242526.968750 Penalty: 3766.813232
	Iteration 14Q: 3 clusters Score -242527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242534.437500 Penalty: 3766.813232
	Iteration 15Q: 3 clusters Score -242534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242542.656250 Penalty: 3766.813232
	Iteration 16Q: 3 clusters Score -242542.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242550.406250 Penalty: 3766.813232
	Iteration 17Q: 3 clusters Score -242550.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242566.500000 Penalty: 3766.813232
	Iteration 18Q: 3 clusters Score -242566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -242579.421875 Penalty: 3766.813232
	Iteration 19Q: 3 clusters Score -242579.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242595.640625 Penalty: 3766.813232
	Iteration 20F: 3 clusters Score -242595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242611.218750 Penalty: 3766.813232
	Iteration 21Q: 3 clusters Score -242611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -242622.265625 Penalty: 3766.813232
	Iteration 22Q: 3 clusters Score -242622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -242626.593750 Penalty: 3766.813232
	Iteration 23Q: 3 clusters Score -242626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -242630.375000 Penalty: 3766.813232
	Iteration 24Q: 3 clusters Score -242630.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -242637.515625 Penalty: 3766.813232
	Iteration 25Q: 3 clusters Score -242637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -242641.703125 Penalty: 3766.813232
	Iteration 26Q: 3 clusters Score -242641.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242649.203125 Penalty: 3766.813232
	Iteration 27Q: 3 clusters Score -242649.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242657.484375 Penalty: 3766.813232
	Iteration 28Q: 3 clusters Score -242657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242664.718750 Penalty: 3766.813232
	Iteration 29Q: 3 clusters Score -242664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242670.500000 Penalty: 3766.813232
	Iteration 30Q: 3 clusters Score -242670.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242680.703125 Penalty: 3766.813232
	Iteration 31Q: 3 clusters Score -242680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242690.578125 Penalty: 3766.813232
	Iteration 32Q: 3 clusters Score -242690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242696.953125 Penalty: 3766.813232
	Iteration 33Q: 3 clusters Score -242697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242699.359375 Penalty: 3766.813232
	Iteration 34Q: 3 clusters Score -242699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242702.781250 Penalty: 3766.813232
	Iteration 35Q: 3 clusters Score -242702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242706.625000 Penalty: 3766.813232
	Iteration 36Q: 3 clusters Score -242706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -242709.312500 Penalty: 3766.813232
	Iteration 37Q: 3 clusters Score -242709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242712.484375 Penalty: 3766.813232
	Iteration 38Q: 3 clusters Score -242712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -242713.187500 Penalty: 3766.813232
	Iteration 39Q: 3 clusters Score -242713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -242715.781250 Penalty: 3766.813232
	Iteration 40F: 3 clusters Score -242715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -242720.203125 Penalty: 3766.813232
	Iteration 41Q: 3 clusters Score -242720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -242726.515625 Penalty: 3766.813232
	Iteration 42Q: 3 clusters Score -242726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242736.937500 Penalty: 3766.813232
	Iteration 43Q: 3 clusters Score -242736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242746.890625 Penalty: 3766.813232
	Iteration 44Q: 3 clusters Score -242746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242756.718750 Penalty: 3766.813232
	Iteration 45Q: 3 clusters Score -242756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242766.578125 Penalty: 3766.813232
	Iteration 46Q: 3 clusters Score -242766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242777.015625 Penalty: 3766.813232
	Iteration 47Q: 3 clusters Score -242777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242791.906250 Penalty: 3766.813232
	Iteration 48Q: 3 clusters Score -242791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242803.031250 Penalty: 3766.813232
	Iteration 49Q: 3 clusters Score -242803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242813.468750 Penalty: 3766.813232
	Iteration 50Q: 3 clusters Score -242813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242824.187500 Penalty: 3766.813232
	Iteration 51Q: 3 clusters Score -242824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242833.890625 Penalty: 3766.813232
	Iteration 52Q: 3 clusters Score -242833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242841.531250 Penalty: 3766.813232
	Iteration 53Q: 3 clusters Score -242841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242857.609375 Penalty: 3766.813232
	Iteration 54Q: 3 clusters Score -242857.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242878.343750 Penalty: 3766.813232
	Iteration 55Q: 3 clusters Score -242878.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -242916.703125 Penalty: 3766.813232
	Iteration 56Q: 3 clusters Score -242916.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -242962.187500 Penalty: 3766.813232
	Iteration 57Q: 3 clusters Score -242962.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -243004.828125 Penalty: 3766.813232
	Iteration 58Q: 3 clusters Score -243004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -243033.046875 Penalty: 3766.813232
	Iteration 59Q: 3 clusters Score -243033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -243060.203125 Penalty: 3766.813232
	Iteration 60F: 3 clusters Score -243060.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -243090.265625 Penalty: 3766.813232
	Iteration 61Q: 3 clusters Score -243090.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -243126.890625 Penalty: 3766.813232
	Iteration 62Q: 3 clusters Score -243126.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -243164.406250 Penalty: 3766.813232
	Iteration 63Q: 3 clusters Score -243164.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -243187.984375 Penalty: 3766.813232
	Iteration 64Q: 3 clusters Score -243188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243205.640625 Penalty: 3766.813232
	Iteration 65Q: 3 clusters Score -243205.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -243222.046875 Penalty: 3766.813232
	Iteration 66Q: 3 clusters Score -243222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -243239.296875 Penalty: 3766.813232
	Iteration 67Q: 3 clusters Score -243239.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -243252.562500 Penalty: 3766.813232
	Iteration 68Q: 3 clusters Score -243252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243268.515625 Penalty: 3766.813232
	Iteration 69Q: 3 clusters Score -243268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243280.296875 Penalty: 3766.813232
	Iteration 70Q: 3 clusters Score -243280.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -243288.234375 Penalty: 3766.813232
	Iteration 71Q: 3 clusters Score -243288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243290.890625 Penalty: 3766.813232
	Iteration 72Q: 3 clusters Score -243290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243290.890625 Penalty: 3766.813232
	Iteration 73F: 3 clusters Score -243290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116421 members 
Entering Unmasked Estep 
Score: -15575747.000000 Penalty: 2892.912109
	Iteration 0F: 2 clusters Score -1.557575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -15498334.000000 Penalty: 5785.824219
	Iteration 0F: 3 clusters Score -1.549833e+07 nChanged 54967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -15529207.000000 Penalty: 5785.824219
	Iteration 1F: 3 clusters Score -1.552921e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -15529716.000000 Penalty: 5785.824219
	Iteration 2Q: 3 clusters Score -1.552972e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -15530613.000000 Penalty: 5785.824219
	Iteration 3Q: 3 clusters Score -1.553061e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -15531873.000000 Penalty: 5785.824219
	Iteration 4Q: 3 clusters Score -1.553187e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -15534189.000000 Penalty: 5785.824219
	Iteration 5Q: 3 clusters Score -1.553419e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -15538702.000000 Penalty: 5785.824219
	Iteration 6F: 3 clusters Score -1.55387e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -15546398.000000 Penalty: 5785.824219
	Iteration 7F: 3 clusters Score -1.55464e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -15556577.000000 Penalty: 5785.824219
	Iteration 8F: 3 clusters Score -1.555658e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -15565484.000000 Penalty: 5785.824219
	Iteration 9F: 3 clusters Score -1.556548e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -15570396.000000 Penalty: 5785.824219
	Iteration 10Q: 3 clusters Score -1.55704e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 115225 members 
Entering Unmasked Estep 
Score: -15572203.000000 Penalty: 5785.824219
	Iteration 11Q: 3 clusters Score -1.55722e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -15572767.000000 Penalty: 5785.824219
	Iteration 12Q: 3 clusters Score -1.557277e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -15572999.000000 Penalty: 5785.824219
	Iteration 13Q: 3 clusters Score -1.5573e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -15573126.000000 Penalty: 5785.824219
	Iteration 14Q: 3 clusters Score -1.557313e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -15573199.000000 Penalty: 5785.824219
	Iteration 15Q: 3 clusters Score -1.55732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -15573267.000000 Penalty: 5785.824219
	Iteration 16Q: 3 clusters Score -1.557327e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -15573290.000000 Penalty: 5785.824219
	Iteration 17Q: 3 clusters Score -1.557329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -15573315.000000 Penalty: 5785.824219
	Iteration 18Q: 3 clusters Score -1.557332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -15573326.000000 Penalty: 5785.824219
	Iteration 19Q: 3 clusters Score -1.557333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -15573332.000000 Penalty: 5785.824219
	Iteration 20F: 3 clusters Score -1.557333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -15573329.000000 Penalty: 5785.824219
	Iteration 21Q: 3 clusters Score -1.557333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -15573331.000000 Penalty: 5785.824219
	Iteration 22Q: 3 clusters Score -1.557333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -15573333.000000 Penalty: 5785.824219
	Iteration 23Q: 3 clusters Score -1.557333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -15573333.000000 Penalty: 5785.824219
	Iteration 24F: 3 clusters Score -1.557333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -45986.328125 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -45986.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44618.195312 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -44618.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44769.707031 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -44769.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44791.789062 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -44791.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44801.218750 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -44801.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44803.925781 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -44803.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44803.925781 Penalty: 2973.004883
	Iteration 5F: 3 clusters Score -44803.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -50987.675781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -50987.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49548.070312 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -49548.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49691.820312 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -49691.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49746.136719 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -49746.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49777.046875 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -49777.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49792.945312 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -49792.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49818.476562 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -49818.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49852.773438 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -49852.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49871.917969 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -49871.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49888.566406 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -49888.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49902.796875 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -49902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49920.546875 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -49920.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49922.433594 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -49922.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49924.562500 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -49924.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49924.562500 Penalty: 3015.646973
	Iteration 13F: 3 clusters Score -49924.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -121591.335938 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -121591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119660.835938 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -119660.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120087.921875 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -120087.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120377.148438 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -120377.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120638.804688 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -120638.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120776.117188 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120776.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120844.117188 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120882.554688 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120882.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -120916.968750 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120942.320312 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120956.734375 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120956.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -120980.226562 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -121003.171875 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -121003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -121024.492188 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -121024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -121043.867188 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -121043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -121073.453125 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -121073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -121108.265625 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -121108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -121146.304688 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -121146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -121180.726562 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -121180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -121188.679688 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -121188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -121190.476562 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -121190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -121191.859375 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -121191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -117082.414062 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -117082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115170.226562 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -115170.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115718.195312 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -115718.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116120.578125 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -116120.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116286.265625 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -116286.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -116431.921875 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -116431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -116561.554688 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -116561.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -116629.390625 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -116629.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -116697.320312 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -116697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -116740.406250 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -116740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -116769.226562 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -116769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -116784.031250 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -116784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -116803.750000 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -116803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -116804.640625 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -116804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -116804.640625 Penalty: 3408.061279
	Iteration 13F: 3 clusters Score -116804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Entering Unmasked Estep 
Score: -7223690.500000 Penalty: 2701.134521
	Iteration 0F: 2 clusters Score -7223690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -7187453.000000 Penalty: 5402.269043
	Iteration 0F: 3 clusters Score -7187453 nChanged 24979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -7201284.500000 Penalty: 5402.269043
	Iteration 1F: 3 clusters Score -7201284 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -7201793.000000 Penalty: 5402.269043
	Iteration 2Q: 3 clusters Score -7201793 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -7202178.500000 Penalty: 5402.269043
	Iteration 3Q: 3 clusters Score -7202178 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -7202531.500000 Penalty: 5402.269043
	Iteration 4Q: 3 clusters Score -7202532 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -7202839.000000 Penalty: 5402.269043
	Iteration 5Q: 3 clusters Score -7202839 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -7203163.000000 Penalty: 5402.269043
	Iteration 6Q: 3 clusters Score -7203163 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7203474.000000 Penalty: 5402.269043
	Iteration 7Q: 3 clusters Score -7203474 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -7203968.500000 Penalty: 5402.269043
	Iteration 8Q: 3 clusters Score -7203968 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -7204558.000000 Penalty: 5402.269043
	Iteration 9Q: 3 clusters Score -7204558 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -7205463.000000 Penalty: 5402.269043
	Iteration 10Q: 3 clusters Score -7205463 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7206883.500000 Penalty: 5402.269043
	Iteration 11Q: 3 clusters Score -7206884 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -7208921.000000 Penalty: 5402.269043
	Iteration 12F: 3 clusters Score -7208921 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7211445.500000 Penalty: 5402.269043
	Iteration 13F: 3 clusters Score -7211446 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -7214116.000000 Penalty: 5402.269043
	Iteration 14F: 3 clusters Score -7214116 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -7216272.000000 Penalty: 5402.269043
	Iteration 15Q: 3 clusters Score -7216272 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -7217632.500000 Penalty: 5402.269043
	Iteration 16Q: 3 clusters Score -7217632 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -7218461.500000 Penalty: 5402.269043
	Iteration 17Q: 3 clusters Score -7218462 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -7219036.000000 Penalty: 5402.269043
	Iteration 18Q: 3 clusters Score -7219036 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -7219462.500000 Penalty: 5402.269043
	Iteration 19Q: 3 clusters Score -7219462 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7219770.000000 Penalty: 5402.269043
	Iteration 20F: 3 clusters Score -7219770 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -7219978.500000 Penalty: 5402.269043
	Iteration 21Q: 3 clusters Score -7219978 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7220188.500000 Penalty: 5402.269043
	Iteration 22Q: 3 clusters Score -7220188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -7220391.000000 Penalty: 5402.269043
	Iteration 23Q: 3 clusters Score -7220391 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -7220560.500000 Penalty: 5402.269043
	Iteration 24Q: 3 clusters Score -7220560 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -7220700.500000 Penalty: 5402.269043
	Iteration 25Q: 3 clusters Score -7220700 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7220830.000000 Penalty: 5402.269043
	Iteration 26Q: 3 clusters Score -7220830 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -7220940.500000 Penalty: 5402.269043
	Iteration 27Q: 3 clusters Score -7220940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -7221028.000000 Penalty: 5402.269043
	Iteration 28Q: 3 clusters Score -7221028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -7221099.000000 Penalty: 5402.269043
	Iteration 29Q: 3 clusters Score -7221099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7221157.000000 Penalty: 5402.269043
	Iteration 30Q: 3 clusters Score -7221157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -7221206.500000 Penalty: 5402.269043
	Iteration 31Q: 3 clusters Score -7221206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -7221242.000000 Penalty: 5402.269043
	Iteration 32Q: 3 clusters Score -7221242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7221251.000000 Penalty: 5402.269043
	Iteration 33Q: 3 clusters Score -7221251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7221272.000000 Penalty: 5402.269043
	Iteration 34Q: 3 clusters Score -7221272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7221292.000000 Penalty: 5402.269043
	Iteration 35Q: 3 clusters Score -7221292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7221298.000000 Penalty: 5402.269043
	Iteration 36Q: 3 clusters Score -7221298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7221314.500000 Penalty: 5402.269043
	Iteration 37Q: 3 clusters Score -7221314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -7221320.500000 Penalty: 5402.269043
	Iteration 38Q: 3 clusters Score -7221320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7221320.000000 Penalty: 5402.269043
	Iteration 39Q: 3 clusters Score -7221320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -7221327.000000 Penalty: 5402.269043
	Iteration 40F: 3 clusters Score -7221327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -7221333.500000 Penalty: 5402.269043
	Iteration 41Q: 3 clusters Score -7221334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7221333.000000 Penalty: 5402.269043
	Iteration 42Q: 3 clusters Score -7221333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7221336.500000 Penalty: 5402.269043
	Iteration 43Q: 3 clusters Score -7221336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -7221338.500000 Penalty: 5402.269043
	Iteration 44Q: 3 clusters Score -7221338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -7221340.000000 Penalty: 5402.269043
	Iteration 45Q: 3 clusters Score -7221340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7221337.000000 Penalty: 5402.269043
	Iteration 46Q: 3 clusters Score -7221337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -7221351.500000 Penalty: 5402.269043
	Iteration 47Q: 3 clusters Score -7221352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -7221352.000000 Penalty: 5402.269043
	Iteration 48Q: 3 clusters Score -7221352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -7221360.500000 Penalty: 5402.269043
	Iteration 49Q: 3 clusters Score -7221360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7221363.000000 Penalty: 5402.269043
	Iteration 50Q: 3 clusters Score -7221363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7221365.500000 Penalty: 5402.269043
	Iteration 51Q: 3 clusters Score -7221366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7221364.000000 Penalty: 5402.269043
	Iteration 52Q: 3 clusters Score -7221364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -7221371.500000 Penalty: 5402.269043
	Iteration 53Q: 3 clusters Score -7221372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -7221374.000000 Penalty: 5402.269043
	Iteration 54Q: 3 clusters Score -7221374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7221368.500000 Penalty: 5402.269043
	Iteration 55Q: 3 clusters Score -7221368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7221371.500000 Penalty: 5402.269043
	Iteration 56Q: 3 clusters Score -7221372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7221372.500000 Penalty: 5402.269043
	Iteration 57Q: 3 clusters Score -7221372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7221373.500000 Penalty: 5402.269043
	Iteration 58Q: 3 clusters Score -7221374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -7221370.500000 Penalty: 5402.269043
	Iteration 59Q: 3 clusters Score -7221370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -7221375.500000 Penalty: 5402.269043
	Iteration 60F: 3 clusters Score -7221376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -7221375.000000 Penalty: 5402.269043
	Iteration 61Q: 3 clusters Score -7221375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -7221379.000000 Penalty: 5402.269043
	Iteration 62Q: 3 clusters Score -7221379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -7221379.000000 Penalty: 5402.269043
	Iteration 63F: 3 clusters Score -7221379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Entering Unmasked Estep 
Score: -2691797.750000 Penalty: 2470.223145
	Iteration 0F: 2 clusters Score -2691798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2677042.500000 Penalty: 4940.446289
	Iteration 0F: 3 clusters Score -2677042 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2682177.750000 Penalty: 4940.446289
	Iteration 1F: 3 clusters Score -2682178 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2682843.500000 Penalty: 4940.446289
	Iteration 2F: 3 clusters Score -2682844 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2683730.000000 Penalty: 4940.446289
	Iteration 3F: 3 clusters Score -2683730 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2684869.750000 Penalty: 4940.446289
	Iteration 4F: 3 clusters Score -2684870 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2686266.250000 Penalty: 4940.446289
	Iteration 5F: 3 clusters Score -2686266 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2687744.500000 Penalty: 4940.446289
	Iteration 6F: 3 clusters Score -2687744 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2688968.500000 Penalty: 4940.446289
	Iteration 7F: 3 clusters Score -2688968 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2689698.000000 Penalty: 4940.446289
	Iteration 8Q: 3 clusters Score -2689698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2690022.250000 Penalty: 4940.446289
	Iteration 9Q: 3 clusters Score -2690022 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2690187.750000 Penalty: 4940.446289
	Iteration 10Q: 3 clusters Score -2690188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2690289.750000 Penalty: 4940.446289
	Iteration 11Q: 3 clusters Score -2690290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2690338.750000 Penalty: 4940.446289
	Iteration 12Q: 3 clusters Score -2690339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2690371.250000 Penalty: 4940.446289
	Iteration 13Q: 3 clusters Score -2690371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2690392.250000 Penalty: 4940.446289
	Iteration 14Q: 3 clusters Score -2690392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2690420.000000 Penalty: 4940.446289
	Iteration 15Q: 3 clusters Score -2690420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2690442.750000 Penalty: 4940.446289
	Iteration 16Q: 3 clusters Score -2690443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2690456.000000 Penalty: 4940.446289
	Iteration 17Q: 3 clusters Score -2690456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2690465.750000 Penalty: 4940.446289
	Iteration 18Q: 3 clusters Score -2690466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2690474.500000 Penalty: 4940.446289
	Iteration 19Q: 3 clusters Score -2690474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2690483.750000 Penalty: 4940.446289
	Iteration 20F: 3 clusters Score -2690484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2690481.750000 Penalty: 4940.446289
	Iteration 21Q: 3 clusters Score -2690482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2690481.750000 Penalty: 4940.446289
	Iteration 22F: 3 clusters Score -2690482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -321027.031250 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -321027 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 1218 members 
Entering Unmasked Estep 
Score: -318137.375000 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -318137.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -318702.718750 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -318702.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -318848.062500 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -318848.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -318938.406250 Penalty: 3869.895752
	Iteration 3Q: 3 clusters Score -318938.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -318999.062500 Penalty: 3869.895752
	Iteration 4Q: 3 clusters Score -318999.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319042.593750 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -319042.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319077.250000 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -319077.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -319109.375000 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -319109.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -319140.250000 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -319140.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -319162.937500 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -319162.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -319185.687500 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -319185.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -319201.843750 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -319201.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -319213.750000 Penalty: 3869.895752
	Iteration 12Q: 3 clusters Score -319213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -319224.187500 Penalty: 3869.895752
	Iteration 13Q: 3 clusters Score -319224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -319237.906250 Penalty: 3869.895752
	Iteration 14Q: 3 clusters Score -319237.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -319251.500000 Penalty: 3869.895752
	Iteration 15Q: 3 clusters Score -319251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -319262.781250 Penalty: 3869.895752
	Iteration 16Q: 3 clusters Score -319262.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -319278.437500 Penalty: 3869.895752
	Iteration 17Q: 3 clusters Score -319278.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -319292.187500 Penalty: 3869.895752
	Iteration 18Q: 3 clusters Score -319292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -319301.343750 Penalty: 3869.895752
	Iteration 19Q: 3 clusters Score -319301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -319315.562500 Penalty: 3869.895752
	Iteration 20F: 3 clusters Score -319315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -319325.000000 Penalty: 3869.895752
	Iteration 21Q: 3 clusters Score -319325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -319331.593750 Penalty: 3869.895752
	Iteration 22Q: 3 clusters Score -319331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -319340.187500 Penalty: 3869.895752
	Iteration 23Q: 3 clusters Score -319340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -319350.437500 Penalty: 3869.895752
	Iteration 24Q: 3 clusters Score -319350.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -319360.500000 Penalty: 3869.895752
	Iteration 25Q: 3 clusters Score -319360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -319370.687500 Penalty: 3869.895752
	Iteration 26Q: 3 clusters Score -319370.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -319384.843750 Penalty: 3869.895752
	Iteration 27Q: 3 clusters Score -319384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -319394.968750 Penalty: 3869.895752
	Iteration 28Q: 3 clusters Score -319395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -319404.500000 Penalty: 3869.895752
	Iteration 29Q: 3 clusters Score -319404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -319411.187500 Penalty: 3869.895752
	Iteration 30Q: 3 clusters Score -319411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -319419.781250 Penalty: 3869.895752
	Iteration 31Q: 3 clusters Score -319419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319426.468750 Penalty: 3869.895752
	Iteration 32Q: 3 clusters Score -319426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -319429.250000 Penalty: 3869.895752
	Iteration 33Q: 3 clusters Score -319429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -319433.906250 Penalty: 3869.895752
	Iteration 34Q: 3 clusters Score -319433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -319439.843750 Penalty: 3869.895752
	Iteration 35Q: 3 clusters Score -319439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -319444.250000 Penalty: 3869.895752
	Iteration 36Q: 3 clusters Score -319444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -319447.812500 Penalty: 3869.895752
	Iteration 37Q: 3 clusters Score -319447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -319449.781250 Penalty: 3869.895752
	Iteration 38Q: 3 clusters Score -319449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -319451.156250 Penalty: 3869.895752
	Iteration 39Q: 3 clusters Score -319451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -319453.843750 Penalty: 3869.895752
	Iteration 40F: 3 clusters Score -319453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -319459.468750 Penalty: 3869.895752
	Iteration 41Q: 3 clusters Score -319459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -319462.781250 Penalty: 3869.895752
	Iteration 42Q: 3 clusters Score -319462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -319462.843750 Penalty: 3869.895752
	Iteration 43Q: 3 clusters Score -319462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -319462.843750 Penalty: 3869.895752
	Iteration 44F: 3 clusters Score -319462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132258 members 
Entering Unmasked Estep 
Score: -17622560.000000 Penalty: 2924.542480
	Iteration 0F: 2 clusters Score -1.762256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -17534054.000000 Penalty: 5849.084961
	Iteration 0F: 3 clusters Score -1.753405e+07 nChanged 63096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -17570422.000000 Penalty: 5849.084961
	Iteration 1F: 3 clusters Score -1.757042e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -17571372.000000 Penalty: 5849.084961
	Iteration 2Q: 3 clusters Score -1.757137e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -17572514.000000 Penalty: 5849.084961
	Iteration 3Q: 3 clusters Score -1.757251e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -17574288.000000 Penalty: 5849.084961
	Iteration 4Q: 3 clusters Score -1.757429e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -17576758.000000 Penalty: 5849.084961
	Iteration 5Q: 3 clusters Score -1.757676e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -17581098.000000 Penalty: 5849.084961
	Iteration 6F: 3 clusters Score -1.75811e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -17587500.000000 Penalty: 5849.084961
	Iteration 7F: 3 clusters Score -1.75875e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97201 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -17596016.000000 Penalty: 5849.084961
	Iteration 8F: 3 clusters Score -1.759602e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -17603968.000000 Penalty: 5849.084961
	Iteration 9F: 3 clusters Score -1.760397e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -17609428.000000 Penalty: 5849.084961
	Iteration 10Q: 3 clusters Score -1.760943e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -17612358.000000 Penalty: 5849.084961
	Iteration 11Q: 3 clusters Score -1.761236e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -17614172.000000 Penalty: 5849.084961
	Iteration 12Q: 3 clusters Score -1.761417e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117854 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -17615396.000000 Penalty: 5849.084961
	Iteration 13Q: 3 clusters Score -1.76154e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -17616362.000000 Penalty: 5849.084961
	Iteration 14Q: 3 clusters Score -1.761636e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -17617222.000000 Penalty: 5849.084961
	Iteration 15Q: 3 clusters Score -1.761722e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -17617828.000000 Penalty: 5849.084961
	Iteration 16Q: 3 clusters Score -1.761783e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -17618322.000000 Penalty: 5849.084961
	Iteration 17Q: 3 clusters Score -1.761832e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -17618714.000000 Penalty: 5849.084961
	Iteration 18Q: 3 clusters Score -1.761871e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125318 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -17618996.000000 Penalty: 5849.084961
	Iteration 19Q: 3 clusters Score -1.7619e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125976 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -17619186.000000 Penalty: 5849.084961
	Iteration 20F: 3 clusters Score -1.761919e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -17619378.000000 Penalty: 5849.084961
	Iteration 21Q: 3 clusters Score -1.761938e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -17619544.000000 Penalty: 5849.084961
	Iteration 22Q: 3 clusters Score -1.761954e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -17619682.000000 Penalty: 5849.084961
	Iteration 23Q: 3 clusters Score -1.761968e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127738 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -17619800.000000 Penalty: 5849.084961
	Iteration 24Q: 3 clusters Score -1.76198e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128024 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -17619874.000000 Penalty: 5849.084961
	Iteration 25Q: 3 clusters Score -1.761987e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -17619936.000000 Penalty: 5849.084961
	Iteration 26Q: 3 clusters Score -1.761994e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -17620014.000000 Penalty: 5849.084961
	Iteration 27Q: 3 clusters Score -1.762001e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128679 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17620038.000000 Penalty: 5849.084961
	Iteration 28Q: 3 clusters Score -1.762004e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128843 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -17620078.000000 Penalty: 5849.084961
	Iteration 29Q: 3 clusters Score -1.762008e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -17620098.000000 Penalty: 5849.084961
	Iteration 30Q: 3 clusters Score -1.76201e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -17620138.000000 Penalty: 5849.084961
	Iteration 31Q: 3 clusters Score -1.762014e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129199 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -17620158.000000 Penalty: 5849.084961
	Iteration 32Q: 3 clusters Score -1.762016e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129279 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -17620196.000000 Penalty: 5849.084961
	Iteration 33Q: 3 clusters Score -1.76202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17620208.000000 Penalty: 5849.084961
	Iteration 34Q: 3 clusters Score -1.762021e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -17620224.000000 Penalty: 5849.084961
	Iteration 35Q: 3 clusters Score -1.762022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -17620238.000000 Penalty: 5849.084961
	Iteration 36Q: 3 clusters Score -1.762024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129496 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -17620258.000000 Penalty: 5849.084961
	Iteration 37Q: 3 clusters Score -1.762026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129531 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17620278.000000 Penalty: 5849.084961
	Iteration 38Q: 3 clusters Score -1.762028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -17620300.000000 Penalty: 5849.084961
	Iteration 39Q: 3 clusters Score -1.76203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129583 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -17620304.000000 Penalty: 5849.084961
	Iteration 40F: 3 clusters Score -1.76203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -17620294.000000 Penalty: 5849.084961
	Iteration 41Q: 3 clusters Score -1.762029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17620306.000000 Penalty: 5849.084961
	Iteration 42Q: 3 clusters Score -1.762031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -17620280.000000 Penalty: 5849.084961
	Iteration 43Q: 3 clusters Score -1.762028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -17620284.000000 Penalty: 5849.084961
	Iteration 44Q: 3 clusters Score -1.762028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -17620292.000000 Penalty: 5849.084961
	Iteration 45Q: 3 clusters Score -1.762029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129705 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -17620292.000000 Penalty: 5849.084961
	Iteration 46Q: 3 clusters Score -1.762029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -17620300.000000 Penalty: 5849.084961
	Iteration 47Q: 3 clusters Score -1.76203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17620300.000000 Penalty: 5849.084961
	Iteration 48Q: 3 clusters Score -1.76203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -17620296.000000 Penalty: 5849.084961
	Iteration 49Q: 3 clusters Score -1.76203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129757 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -17620296.000000 Penalty: 5849.084961
	Iteration 50Q: 3 clusters Score -1.76203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -17620304.000000 Penalty: 5849.084961
	Iteration 51Q: 3 clusters Score -1.76203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129791 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -17620300.000000 Penalty: 5849.084961
	Iteration 52Q: 3 clusters Score -1.76203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -17620292.000000 Penalty: 5849.084961
	Iteration 53Q: 3 clusters Score -1.762029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -17620308.000000 Penalty: 5849.084961
	Iteration 54Q: 3 clusters Score -1.762031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129833 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -17620322.000000 Penalty: 5849.084961
	Iteration 55Q: 3 clusters Score -1.762032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129845 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -17620318.000000 Penalty: 5849.084961
	Iteration 56Q: 3 clusters Score -1.762032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -17620332.000000 Penalty: 5849.084961
	Iteration 57Q: 3 clusters Score -1.762033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -17620342.000000 Penalty: 5849.084961
	Iteration 58Q: 3 clusters Score -1.762034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -17620358.000000 Penalty: 5849.084961
	Iteration 59Q: 3 clusters Score -1.762036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -17620356.000000 Penalty: 5849.084961
	Iteration 60F: 3 clusters Score -1.762036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -17620364.000000 Penalty: 5849.084961
	Iteration 61Q: 3 clusters Score -1.762036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -17620364.000000 Penalty: 5849.084961
	Iteration 62F: 3 clusters Score -1.762036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 166698 members 
Mstep: Class 4 contains 109939 members 
Mstep: Class 5 contains 27412 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 203396 members 
Mstep: Class 8 contains 40166 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 52981 members 
Mstep: Class 11 contains 49249 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 116421 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53727 members 
Mstep: Class 20 contains 21175 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 132258 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 22 clusters Score -1.352664e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 165895 members 
Mstep: Class 4 contains 110978 members 
Mstep: Class 5 contains 27319 members 
Mstep: Class 6 contains 48866 members 
Mstep: Class 7 contains 202626 members 
Mstep: Class 8 contains 40124 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 52958 members 
Mstep: Class 11 contains 49050 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 116052 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53589 members 
Mstep: Class 20 contains 21188 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 133593 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 22 clusters Score -1.35267e+08 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 165055 members 
Mstep: Class 4 contains 111924 members 
Mstep: Class 5 contains 27243 members 
Mstep: Class 6 contains 48906 members 
Mstep: Class 7 contains 201899 members 
Mstep: Class 8 contains 40049 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 52962 members 
Mstep: Class 11 contains 48872 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 115651 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53439 members 
Mstep: Class 20 contains 21206 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 135019 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 22 clusters Score -1.352676e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 164298 members 
Mstep: Class 4 contains 112758 members 
Mstep: Class 5 contains 27168 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 201150 members 
Mstep: Class 8 contains 39960 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 52994 members 
Mstep: Class 11 contains 48719 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 115178 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53272 members 
Mstep: Class 20 contains 21201 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 136590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 22 clusters Score -1.352679e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 163628 members 
Mstep: Class 4 contains 113506 members 
Mstep: Class 5 contains 27077 members 
Mstep: Class 6 contains 48897 members 
Mstep: Class 7 contains 200254 members 
Mstep: Class 8 contains 39885 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 53043 members 
Mstep: Class 11 contains 48566 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 114715 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 53137 members 
Mstep: Class 20 contains 21198 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 138285 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 22 clusters Score -1.352683e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 163109 members 
Mstep: Class 4 contains 114167 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 48868 members 
Mstep: Class 7 contains 199243 members 
Mstep: Class 8 contains 39805 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 53092 members 
Mstep: Class 11 contains 48419 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 114182 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52992 members 
Mstep: Class 20 contains 21208 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 140077 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 22 clusters Score -1.35269e+08 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 162633 members 
Mstep: Class 4 contains 114791 members 
Mstep: Class 5 contains 26930 members 
Mstep: Class 6 contains 48822 members 
Mstep: Class 7 contains 198207 members 
Mstep: Class 8 contains 39726 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 53144 members 
Mstep: Class 11 contains 48234 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 113656 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52833 members 
Mstep: Class 20 contains 21204 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 141983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268960.000000 Penalty: 72127.992188
Iteration 125Q: 22 clusters Score -1.35269e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 162134 members 
Mstep: Class 4 contains 115371 members 
Mstep: Class 5 contains 26858 members 
Mstep: Class 6 contains 48790 members 
Mstep: Class 7 contains 197141 members 
Mstep: Class 8 contains 39638 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 53195 members 
Mstep: Class 11 contains 48046 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 113156 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52682 members 
Mstep: Class 20 contains 21198 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 143950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 22 clusters Score -1.352696e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 161641 members 
Mstep: Class 4 contains 115891 members 
Mstep: Class 5 contains 26749 members 
Mstep: Class 6 contains 48771 members 
Mstep: Class 7 contains 196097 members 
Mstep: Class 8 contains 39548 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 53275 members 
Mstep: Class 11 contains 47844 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 112614 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52518 members 
Mstep: Class 20 contains 21204 members 
Mstep: Class 21 contains 2470 members 
Mstep: Class 22 contains 146007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270016.000000 Penalty: 72127.992188
Iteration 127Q: 22 clusters Score -1.3527e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 161184 members 
Mstep: Class 4 contains 116324 members 
Mstep: Class 5 contains 26633 members 
Mstep: Class 6 contains 48748 members 
Mstep: Class 7 contains 195035 members 
Mstep: Class 8 contains 39439 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 47637 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 112044 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52381 members 
Mstep: Class 20 contains 21202 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 148194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 22 clusters Score -1.352702e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 160694 members 
Mstep: Class 4 contains 116713 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 48747 members 
Mstep: Class 7 contains 194027 members 
Mstep: Class 8 contains 39333 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 53369 members 
Mstep: Class 11 contains 47436 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 111451 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52242 members 
Mstep: Class 20 contains 21211 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 150396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270624.000000 Penalty: 72127.992188
Iteration 129Q: 22 clusters Score -1.352706e+08 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 160222 members 
Mstep: Class 4 contains 117123 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 48712 members 
Mstep: Class 7 contains 193024 members 
Mstep: Class 8 contains 39236 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 53432 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 110837 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 1000 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 52094 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 152596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270656.000000 Penalty: 72127.992188
Iteration 130Q: 22 clusters Score -1.352707e+08 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 159709 members 
Mstep: Class 4 contains 117553 members 
Mstep: Class 5 contains 26337 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 192066 members 
Mstep: Class 8 contains 39140 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 53488 members 
Mstep: Class 11 contains 47000 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 110244 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51939 members 
Mstep: Class 20 contains 21220 members 
Mstep: Class 21 contains 2486 members 
Mstep: Class 22 contains 154767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270768.000000 Penalty: 72127.992188
Iteration 131Q: 22 clusters Score -1.352708e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 159251 members 
Mstep: Class 4 contains 117936 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 48622 members 
Mstep: Class 7 contains 191074 members 
Mstep: Class 8 contains 39045 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 46789 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 109605 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51792 members 
Mstep: Class 20 contains 21220 members 
Mstep: Class 21 contains 2486 members 
Mstep: Class 22 contains 157005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271104.000000 Penalty: 72127.992188
Iteration 132Q: 22 clusters Score -1.352711e+08 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 158849 members 
Mstep: Class 4 contains 118252 members 
Mstep: Class 5 contains 26168 members 
Mstep: Class 6 contains 48579 members 
Mstep: Class 7 contains 190160 members 
Mstep: Class 8 contains 38930 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 53593 members 
Mstep: Class 11 contains 46565 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 108969 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51662 members 
Mstep: Class 20 contains 21217 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 159163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271600.000000 Penalty: 72127.992188
Iteration 133Q: 22 clusters Score -1.352716e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 158417 members 
Mstep: Class 4 contains 118538 members 
Mstep: Class 5 contains 26084 members 
Mstep: Class 6 contains 48507 members 
Mstep: Class 7 contains 189274 members 
Mstep: Class 8 contains 38801 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 53658 members 
Mstep: Class 11 contains 46334 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 108369 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51529 members 
Mstep: Class 20 contains 21214 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 161367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271360.000000 Penalty: 72127.992188
Iteration 134Q: 22 clusters Score -1.352714e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 158009 members 
Mstep: Class 4 contains 118781 members 
Mstep: Class 5 contains 26020 members 
Mstep: Class 6 contains 48478 members 
Mstep: Class 7 contains 188336 members 
Mstep: Class 8 contains 38654 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 53714 members 
Mstep: Class 11 contains 46128 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 107756 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51392 members 
Mstep: Class 20 contains 21206 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 163606 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 22 clusters Score -1.352713e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157591 members 
Mstep: Class 4 contains 118990 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 48424 members 
Mstep: Class 7 contains 187488 members 
Mstep: Class 8 contains 38512 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 53784 members 
Mstep: Class 11 contains 45920 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 107183 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51247 members 
Mstep: Class 20 contains 21195 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 165759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 22 clusters Score -1.352715e+08 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157218 members 
Mstep: Class 4 contains 119207 members 
Mstep: Class 5 contains 25953 members 
Mstep: Class 6 contains 48393 members 
Mstep: Class 7 contains 186523 members 
Mstep: Class 8 contains 38350 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 53860 members 
Mstep: Class 11 contains 45704 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 106631 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51144 members 
Mstep: Class 20 contains 21194 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 167878 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -1.352717e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156888 members 
Mstep: Class 4 contains 119374 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 48364 members 
Mstep: Class 7 contains 185593 members 
Mstep: Class 8 contains 38209 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 53932 members 
Mstep: Class 11 contains 45502 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 106089 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51071 members 
Mstep: Class 20 contains 21199 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 169899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271392.000000 Penalty: 72127.992188
Iteration 138Q: 22 clusters Score -1.352714e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156604 members 
Mstep: Class 4 contains 119570 members 
Mstep: Class 5 contains 25873 members 
Mstep: Class 6 contains 48326 members 
Mstep: Class 7 contains 184715 members 
Mstep: Class 8 contains 38074 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54016 members 
Mstep: Class 11 contains 45321 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 105561 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 51028 members 
Mstep: Class 20 contains 21207 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 171740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135272144.000000 Penalty: 72127.992188
Iteration 139Q: 22 clusters Score -1.352721e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156301 members 
Mstep: Class 4 contains 119800 members 
Mstep: Class 5 contains 25836 members 
Mstep: Class 6 contains 48299 members 
Mstep: Class 7 contains 183879 members 
Mstep: Class 8 contains 37956 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54063 members 
Mstep: Class 11 contains 45178 members 
Mstep: Class 12 contains 1966 members 
Mstep: Class 13 contains 105059 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50956 members 
Mstep: Class 20 contains 21219 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 173475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271616.000000 Penalty: 72127.992188
Iteration 140F: 22 clusters Score -1.352716e+08 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156067 members 
Mstep: Class 4 contains 120033 members 
Mstep: Class 5 contains 25798 members 
Mstep: Class 6 contains 48272 members 
Mstep: Class 7 contains 183064 members 
Mstep: Class 8 contains 37849 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54108 members 
Mstep: Class 11 contains 45059 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 104568 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50874 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 175100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271472.000000 Penalty: 72127.992188
Iteration 141Q: 22 clusters Score -1.352715e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155921 members 
Mstep: Class 4 contains 120227 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 48239 members 
Mstep: Class 7 contains 182292 members 
Mstep: Class 8 contains 37776 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54131 members 
Mstep: Class 11 contains 44919 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 104087 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50777 members 
Mstep: Class 20 contains 21235 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 176644 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 22 clusters Score -1.352716e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155855 members 
Mstep: Class 4 contains 120445 members 
Mstep: Class 5 contains 25702 members 
Mstep: Class 6 contains 48200 members 
Mstep: Class 7 contains 181548 members 
Mstep: Class 8 contains 37715 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 54167 members 
Mstep: Class 11 contains 44757 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 103632 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50721 members 
Mstep: Class 20 contains 21227 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 178033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 22 clusters Score -1.352712e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155725 members 
Mstep: Class 4 contains 120632 members 
Mstep: Class 5 contains 25659 members 
Mstep: Class 6 contains 48134 members 
Mstep: Class 7 contains 180994 members 
Mstep: Class 8 contains 37672 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54204 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 103262 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50666 members 
Mstep: Class 20 contains 21227 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 179203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271264.000000 Penalty: 72127.992188
Iteration 144Q: 22 clusters Score -1.352713e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155629 members 
Mstep: Class 4 contains 120795 members 
Mstep: Class 5 contains 25596 members 
Mstep: Class 6 contains 48092 members 
Mstep: Class 7 contains 180553 members 
Mstep: Class 8 contains 37617 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54261 members 
Mstep: Class 11 contains 44480 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 102915 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50594 members 
Mstep: Class 20 contains 21222 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 180234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135271120.000000 Penalty: 72127.992188
Iteration 145Q: 22 clusters Score -1.352711e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155528 members 
Mstep: Class 4 contains 120946 members 
Mstep: Class 5 contains 25526 members 
Mstep: Class 6 contains 48033 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 37567 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54295 members 
Mstep: Class 11 contains 44352 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 102604 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50528 members 
Mstep: Class 20 contains 21226 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 181102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270608.000000 Penalty: 72127.992188
Iteration 146Q: 22 clusters Score -1.352706e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155447 members 
Mstep: Class 4 contains 121104 members 
Mstep: Class 5 contains 25472 members 
Mstep: Class 6 contains 47976 members 
Mstep: Class 7 contains 180053 members 
Mstep: Class 8 contains 37522 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 54323 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 102306 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 20 contains 21236 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 181855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270448.000000 Penalty: 72127.992188
Iteration 147Q: 22 clusters Score -1.352704e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155436 members 
Mstep: Class 4 contains 121230 members 
Mstep: Class 5 contains 25429 members 
Mstep: Class 6 contains 47902 members 
Mstep: Class 7 contains 179878 members 
Mstep: Class 8 contains 37456 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 54362 members 
Mstep: Class 11 contains 44155 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 102062 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50379 members 
Mstep: Class 20 contains 21240 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 182444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270784.000000 Penalty: 72127.992188
Iteration 148Q: 22 clusters Score -1.352708e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155497 members 
Mstep: Class 4 contains 121367 members 
Mstep: Class 5 contains 25394 members 
Mstep: Class 6 contains 47849 members 
Mstep: Class 7 contains 179753 members 
Mstep: Class 8 contains 37377 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 54386 members 
Mstep: Class 11 contains 44056 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 101866 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50326 members 
Mstep: Class 20 contains 21234 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270768.000000 Penalty: 72127.992188
Iteration 149Q: 22 clusters Score -1.352708e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155592 members 
Mstep: Class 4 contains 121523 members 
Mstep: Class 5 contains 25390 members 
Mstep: Class 6 contains 47793 members 
Mstep: Class 7 contains 179699 members 
Mstep: Class 8 contains 37304 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 54416 members 
Mstep: Class 11 contains 43969 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 101663 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50271 members 
Mstep: Class 20 contains 21227 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 183113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270464.000000 Penalty: 72127.992188
Iteration 150Q: 22 clusters Score -1.352705e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155717 members 
Mstep: Class 4 contains 121664 members 
Mstep: Class 5 contains 25388 members 
Mstep: Class 6 contains 47750 members 
Mstep: Class 7 contains 179616 members 
Mstep: Class 8 contains 37269 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54441 members 
Mstep: Class 11 contains 43912 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 101478 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50209 members 
Mstep: Class 20 contains 21220 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 183287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270720.000000 Penalty: 72127.992188
Iteration 151Q: 22 clusters Score -1.352707e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155813 members 
Mstep: Class 4 contains 121802 members 
Mstep: Class 5 contains 25374 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 179596 members 
Mstep: Class 8 contains 37215 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54465 members 
Mstep: Class 11 contains 43861 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 997 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50154 members 
Mstep: Class 20 contains 21219 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 183387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270496.000000 Penalty: 72127.992188
Iteration 152Q: 22 clusters Score -1.352705e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155882 members 
Mstep: Class 4 contains 121929 members 
Mstep: Class 5 contains 25391 members 
Mstep: Class 6 contains 47698 members 
Mstep: Class 7 contains 179587 members 
Mstep: Class 8 contains 37173 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54488 members 
Mstep: Class 11 contains 43820 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 101214 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 996 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50085 members 
Mstep: Class 20 contains 21221 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 183444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135270128.000000 Penalty: 72127.992188
Iteration 153Q: 22 clusters Score -1.352701e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 155972 members 
Mstep: Class 4 contains 122037 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47694 members 
Mstep: Class 7 contains 179598 members 
Mstep: Class 8 contains 37140 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54506 members 
Mstep: Class 11 contains 43795 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 101100 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50037 members 
Mstep: Class 20 contains 21235 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 183395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269856.000000 Penalty: 72127.992188
Iteration 154Q: 22 clusters Score -1.352699e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156085 members 
Mstep: Class 4 contains 122124 members 
Mstep: Class 5 contains 25414 members 
Mstep: Class 6 contains 47679 members 
Mstep: Class 7 contains 179620 members 
Mstep: Class 8 contains 37091 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54508 members 
Mstep: Class 11 contains 43754 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 100997 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 50016 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 21 contains 2487 members 
Mstep: Class 22 contains 183376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269584.000000 Penalty: 72127.992188
Iteration 155Q: 22 clusters Score -1.352696e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156185 members 
Mstep: Class 4 contains 122214 members 
Mstep: Class 5 contains 25401 members 
Mstep: Class 6 contains 47663 members 
Mstep: Class 7 contains 179635 members 
Mstep: Class 8 contains 37048 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54529 members 
Mstep: Class 11 contains 43718 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100922 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49993 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 183345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269712.000000 Penalty: 72127.992188
Iteration 156Q: 22 clusters Score -1.352697e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156256 members 
Mstep: Class 4 contains 122299 members 
Mstep: Class 5 contains 25398 members 
Mstep: Class 6 contains 47651 members 
Mstep: Class 7 contains 179626 members 
Mstep: Class 8 contains 37005 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54546 members 
Mstep: Class 11 contains 43694 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100862 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49987 members 
Mstep: Class 20 contains 21257 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 183315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269616.000000 Penalty: 72127.992188
Iteration 157Q: 22 clusters Score -1.352696e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156354 members 
Mstep: Class 4 contains 122381 members 
Mstep: Class 5 contains 25404 members 
Mstep: Class 6 contains 47649 members 
Mstep: Class 7 contains 179627 members 
Mstep: Class 8 contains 36967 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54566 members 
Mstep: Class 11 contains 43677 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 100796 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49972 members 
Mstep: Class 20 contains 21263 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 183236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269392.000000 Penalty: 72127.992188
Iteration 158Q: 22 clusters Score -1.352694e+08 nChanged 1074
Entering ConstructFrom: 
Score: -135269392.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -450921.156250 Penalty: 2027.605591
	Iteration 0F: 2 clusters Score -450921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -447307.687500 Penalty: 4055.211182
	Iteration 0F: 3 clusters Score -447307.7 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -448093.500000 Penalty: 4055.211182
	Iteration 1F: 3 clusters Score -448093.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -448259.031250 Penalty: 4055.211182
	Iteration 2F: 3 clusters Score -448259 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -448361.250000 Penalty: 4055.211182
	Iteration 3Q: 3 clusters Score -448361.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -448412.968750 Penalty: 4055.211182
	Iteration 4Q: 3 clusters Score -448413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -448445.000000 Penalty: 4055.211182
	Iteration 5Q: 3 clusters Score -448445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -448488.406250 Penalty: 4055.211182
	Iteration 6Q: 3 clusters Score -448488.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -448531.375000 Penalty: 4055.211182
	Iteration 7Q: 3 clusters Score -448531.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -448568.531250 Penalty: 4055.211182
	Iteration 8Q: 3 clusters Score -448568.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -448612.843750 Penalty: 4055.211182
	Iteration 9Q: 3 clusters Score -448612.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -448662.625000 Penalty: 4055.211182
	Iteration 10Q: 3 clusters Score -448662.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -448704.156250 Penalty: 4055.211182
	Iteration 11Q: 3 clusters Score -448704.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -448753.125000 Penalty: 4055.211182
	Iteration 12Q: 3 clusters Score -448753.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -448811.468750 Penalty: 4055.211182
	Iteration 13Q: 3 clusters Score -448811.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -448874.812500 Penalty: 4055.211182
	Iteration 14Q: 3 clusters Score -448874.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -448927.625000 Penalty: 4055.211182
	Iteration 15Q: 3 clusters Score -448927.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -448968.281250 Penalty: 4055.211182
	Iteration 16Q: 3 clusters Score -448968.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -449006.531250 Penalty: 4055.211182
	Iteration 17Q: 3 clusters Score -449006.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -449048.781250 Penalty: 4055.211182
	Iteration 18Q: 3 clusters Score -449048.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -449080.562500 Penalty: 4055.211182
	Iteration 19Q: 3 clusters Score -449080.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -449109.968750 Penalty: 4055.211182
	Iteration 20F: 3 clusters Score -449110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -449135.687500 Penalty: 4055.211182
	Iteration 21Q: 3 clusters Score -449135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -449149.750000 Penalty: 4055.211182
	Iteration 22Q: 3 clusters Score -449149.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -449162.468750 Penalty: 4055.211182
	Iteration 23Q: 3 clusters Score -449162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -449169.718750 Penalty: 4055.211182
	Iteration 24Q: 3 clusters Score -449169.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -449180.000000 Penalty: 4055.211182
	Iteration 25Q: 3 clusters Score -449180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -449184.625000 Penalty: 4055.211182
	Iteration 26Q: 3 clusters Score -449184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -449191.593750 Penalty: 4055.211182
	Iteration 27Q: 3 clusters Score -449191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -449197.343750 Penalty: 4055.211182
	Iteration 28Q: 3 clusters Score -449197.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -449204.937500 Penalty: 4055.211182
	Iteration 29Q: 3 clusters Score -449204.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -449209.437500 Penalty: 4055.211182
	Iteration 30Q: 3 clusters Score -449209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -449215.687500 Penalty: 4055.211182
	Iteration 31Q: 3 clusters Score -449215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -449221.281250 Penalty: 4055.211182
	Iteration 32Q: 3 clusters Score -449221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -449224.218750 Penalty: 4055.211182
	Iteration 33Q: 3 clusters Score -449224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -449227.812500 Penalty: 4055.211182
	Iteration 34Q: 3 clusters Score -449227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -449234.250000 Penalty: 4055.211182
	Iteration 35Q: 3 clusters Score -449234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -449240.375000 Penalty: 4055.211182
	Iteration 36Q: 3 clusters Score -449240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -449248.937500 Penalty: 4055.211182
	Iteration 37Q: 3 clusters Score -449248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -449256.093750 Penalty: 4055.211182
	Iteration 38Q: 3 clusters Score -449256.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -449264.968750 Penalty: 4055.211182
	Iteration 39Q: 3 clusters Score -449265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -449275.343750 Penalty: 4055.211182
	Iteration 40F: 3 clusters Score -449275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -449283.843750 Penalty: 4055.211182
	Iteration 41Q: 3 clusters Score -449283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -449290.468750 Penalty: 4055.211182
	Iteration 42Q: 3 clusters Score -449290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -449298.375000 Penalty: 4055.211182
	Iteration 43Q: 3 clusters Score -449298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -449304.875000 Penalty: 4055.211182
	Iteration 44Q: 3 clusters Score -449304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -449314.000000 Penalty: 4055.211182
	Iteration 45Q: 3 clusters Score -449314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -449321.000000 Penalty: 4055.211182
	Iteration 46Q: 3 clusters Score -449321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -449329.281250 Penalty: 4055.211182
	Iteration 47Q: 3 clusters Score -449329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -449335.718750 Penalty: 4055.211182
	Iteration 48Q: 3 clusters Score -449335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -449341.093750 Penalty: 4055.211182
	Iteration 49Q: 3 clusters Score -449341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -449346.750000 Penalty: 4055.211182
	Iteration 50Q: 3 clusters Score -449346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -449350.062500 Penalty: 4055.211182
	Iteration 51Q: 3 clusters Score -449350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -449352.406250 Penalty: 4055.211182
	Iteration 52Q: 3 clusters Score -449352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -449352.750000 Penalty: 4055.211182
	Iteration 53Q: 3 clusters Score -449352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -449353.406250 Penalty: 4055.211182
	Iteration 54Q: 3 clusters Score -449353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -449355.000000 Penalty: 4055.211182
	Iteration 55Q: 3 clusters Score -449355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -449357.812500 Penalty: 4055.211182
	Iteration 56Q: 3 clusters Score -449357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -449361.000000 Penalty: 4055.211182
	Iteration 57Q: 3 clusters Score -449361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -449367.750000 Penalty: 4055.211182
	Iteration 58Q: 3 clusters Score -449367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -449373.937500 Penalty: 4055.211182
	Iteration 59Q: 3 clusters Score -449373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -449379.062500 Penalty: 4055.211182
	Iteration 60F: 3 clusters Score -449379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -449382.750000 Penalty: 4055.211182
	Iteration 61Q: 3 clusters Score -449382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -449384.656250 Penalty: 4055.211182
	Iteration 62Q: 3 clusters Score -449384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -449385.906250 Penalty: 4055.211182
	Iteration 63Q: 3 clusters Score -449385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -449386.750000 Penalty: 4055.211182
	Iteration 64Q: 3 clusters Score -449386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -449388.625000 Penalty: 4055.211182
	Iteration 65Q: 3 clusters Score -449388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -449388.625000 Penalty: 4055.211182
	Iteration 66F: 3 clusters Score -449388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -84159.710938 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -84159.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82490.203125 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -82490.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83009.429688 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -83009.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83600.421875 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -83600.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -84067.523438 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -84067.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -84400.453125 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -84400.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -84528.898438 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -84528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -84590.164062 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -84590.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -84632.398438 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -84632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -84640.171875 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -84640.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -84642.968750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -84642.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -84648.398438 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -84648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -84660.328125 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -84660.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -84660.328125 Penalty: 3277.568359
	Iteration 12F: 3 clusters Score -84660.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 156454 members 
Mstep: Class 4 contains 122442 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 179670 members 
Mstep: Class 8 contains 36944 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54571 members 
Mstep: Class 11 contains 43670 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100731 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 183134 members 
Entering Unmasked Estep 
Score: -135267984.000000 Penalty: 75562.656250
Splitting cluster 2 changes total score from -135269392.000000 to -135267984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (156454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Entering Unmasked Estep 
Score: -20851692.000000 Penalty: 2966.208252
	Iteration 0F: 2 clusters Score -2.085169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -20752060.000000 Penalty: 5932.416504
	Iteration 0F: 3 clusters Score -2.075206e+07 nChanged 74653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -20795738.000000 Penalty: 5932.416504
	Iteration 1F: 3 clusters Score -2.079574e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -20796614.000000 Penalty: 5932.416504
	Iteration 2Q: 3 clusters Score -2.079661e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -20797712.000000 Penalty: 5932.416504
	Iteration 3Q: 3 clusters Score -2.079771e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -20798682.000000 Penalty: 5932.416504
	Iteration 4Q: 3 clusters Score -2.079868e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -20799608.000000 Penalty: 5932.416504
	Iteration 5Q: 3 clusters Score -2.079961e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -20801044.000000 Penalty: 5932.416504
	Iteration 6Q: 3 clusters Score -2.080104e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -20803206.000000 Penalty: 5932.416504
	Iteration 7Q: 3 clusters Score -2.080321e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -20806362.000000 Penalty: 5932.416504
	Iteration 8Q: 3 clusters Score -2.080636e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -20810932.000000 Penalty: 5932.416504
	Iteration 9F: 3 clusters Score -2.081093e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -20817328.000000 Penalty: 5932.416504
	Iteration 10F: 3 clusters Score -2.081733e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -20824260.000000 Penalty: 5932.416504
	Iteration 11F: 3 clusters Score -2.082426e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122463 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -20829984.000000 Penalty: 5932.416504
	Iteration 12Q: 3 clusters Score -2.082998e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -20833616.000000 Penalty: 5932.416504
	Iteration 13Q: 3 clusters Score -2.083362e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -20835862.000000 Penalty: 5932.416504
	Iteration 14Q: 3 clusters Score -2.083586e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -20837588.000000 Penalty: 5932.416504
	Iteration 15Q: 3 clusters Score -2.083759e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -20839316.000000 Penalty: 5932.416504
	Iteration 16Q: 3 clusters Score -2.083932e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -20840856.000000 Penalty: 5932.416504
	Iteration 17Q: 3 clusters Score -2.084086e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -20842202.000000 Penalty: 5932.416504
	Iteration 18Q: 3 clusters Score -2.08422e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146728 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -20843384.000000 Penalty: 5932.416504
	Iteration 19Q: 3 clusters Score -2.084338e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -20844402.000000 Penalty: 5932.416504
	Iteration 20F: 3 clusters Score -2.08444e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -20845492.000000 Penalty: 5932.416504
	Iteration 21Q: 3 clusters Score -2.084549e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -20846320.000000 Penalty: 5932.416504
	Iteration 22Q: 3 clusters Score -2.084632e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -20847206.000000 Penalty: 5932.416504
	Iteration 23Q: 3 clusters Score -2.084721e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20847860.000000 Penalty: 5932.416504
	Iteration 24Q: 3 clusters Score -2.084786e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20848358.000000 Penalty: 5932.416504
	Iteration 25Q: 3 clusters Score -2.084836e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20848554.000000 Penalty: 5932.416504
	Iteration 26Q: 3 clusters Score -2.084855e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -20848716.000000 Penalty: 5932.416504
	Iteration 27Q: 3 clusters Score -2.084872e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20848780.000000 Penalty: 5932.416504
	Iteration 28Q: 3 clusters Score -2.084878e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155854 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20848852.000000 Penalty: 5932.416504
	Iteration 29Q: 3 clusters Score -2.084885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155904 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20848906.000000 Penalty: 5932.416504
	Iteration 30Q: 3 clusters Score -2.084891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20848944.000000 Penalty: 5932.416504
	Iteration 31Q: 3 clusters Score -2.084894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155971 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20848970.000000 Penalty: 5932.416504
	Iteration 32Q: 3 clusters Score -2.084897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -20848988.000000 Penalty: 5932.416504
	Iteration 33Q: 3 clusters Score -2.084899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20849010.000000 Penalty: 5932.416504
	Iteration 34Q: 3 clusters Score -2.084901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20849012.000000 Penalty: 5932.416504
	Iteration 35Q: 3 clusters Score -2.084901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20849014.000000 Penalty: 5932.416504
	Iteration 36Q: 3 clusters Score -2.084901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -20849034.000000 Penalty: 5932.416504
	Iteration 37Q: 3 clusters Score -2.084903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20849048.000000 Penalty: 5932.416504
	Iteration 38Q: 3 clusters Score -2.084905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156031 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20849054.000000 Penalty: 5932.416504
	Iteration 39Q: 3 clusters Score -2.084905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20849062.000000 Penalty: 5932.416504
	Iteration 40F: 3 clusters Score -2.084906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20849062.000000 Penalty: 5932.416504
	Iteration 41Q: 3 clusters Score -2.084906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20849056.000000 Penalty: 5932.416504
	Iteration 42Q: 3 clusters Score -2.084906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20849056.000000 Penalty: 5932.416504
	Iteration 43F: 3 clusters Score -2.084906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (122442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Entering Unmasked Estep 
Score: -16387946.000000 Penalty: 2905.417480
	Iteration 0F: 2 clusters Score -1.638795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -16306526.000000 Penalty: 5810.834961
	Iteration 0F: 3 clusters Score -1.630653e+07 nChanged 58168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -16340371.000000 Penalty: 5810.834961
	Iteration 1F: 3 clusters Score -1.634037e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -16341813.000000 Penalty: 5810.834961
	Iteration 2Q: 3 clusters Score -1.634181e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -16343846.000000 Penalty: 5810.834961
	Iteration 3Q: 3 clusters Score -1.634385e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -16346920.000000 Penalty: 5810.834961
	Iteration 4F: 3 clusters Score -1.634692e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -16351321.000000 Penalty: 5810.834961
	Iteration 5F: 3 clusters Score -1.635132e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -16357843.000000 Penalty: 5810.834961
	Iteration 6F: 3 clusters Score -1.635784e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -16365345.000000 Penalty: 5810.834961
	Iteration 7F: 3 clusters Score -1.636534e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -16372348.000000 Penalty: 5810.834961
	Iteration 8F: 3 clusters Score -1.637235e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -16376733.000000 Penalty: 5810.834961
	Iteration 9Q: 3 clusters Score -1.637673e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -16379050.000000 Penalty: 5810.834961
	Iteration 10Q: 3 clusters Score -1.637905e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -16380480.000000 Penalty: 5810.834961
	Iteration 11Q: 3 clusters Score -1.638048e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -16381562.000000 Penalty: 5810.834961
	Iteration 12Q: 3 clusters Score -1.638156e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -16382440.000000 Penalty: 5810.834961
	Iteration 13Q: 3 clusters Score -1.638244e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 110528 members 
Entering Unmasked Estep 
Score: -16383101.000000 Penalty: 5810.834961
	Iteration 14Q: 3 clusters Score -1.63831e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -16383624.000000 Penalty: 5810.834961
	Iteration 15Q: 3 clusters Score -1.638362e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -16384096.000000 Penalty: 5810.834961
	Iteration 16Q: 3 clusters Score -1.63841e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -16384512.000000 Penalty: 5810.834961
	Iteration 17Q: 3 clusters Score -1.638451e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -16384808.000000 Penalty: 5810.834961
	Iteration 18Q: 3 clusters Score -1.638481e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -16385082.000000 Penalty: 5810.834961
	Iteration 19Q: 3 clusters Score -1.638508e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -16385331.000000 Penalty: 5810.834961
	Iteration 20F: 3 clusters Score -1.638533e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -16385551.000000 Penalty: 5810.834961
	Iteration 21Q: 3 clusters Score -1.638555e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -16385729.000000 Penalty: 5810.834961
	Iteration 22Q: 3 clusters Score -1.638573e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -16385865.000000 Penalty: 5810.834961
	Iteration 23Q: 3 clusters Score -1.638586e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -16385958.000000 Penalty: 5810.834961
	Iteration 24Q: 3 clusters Score -1.638596e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -16386028.000000 Penalty: 5810.834961
	Iteration 25Q: 3 clusters Score -1.638603e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 118393 members 
Entering Unmasked Estep 
Score: -16386074.000000 Penalty: 5810.834961
	Iteration 26Q: 3 clusters Score -1.638607e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -16386087.000000 Penalty: 5810.834961
	Iteration 27Q: 3 clusters Score -1.638609e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -16386105.000000 Penalty: 5810.834961
	Iteration 28Q: 3 clusters Score -1.63861e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 118895 members 
Entering Unmasked Estep 
Score: -16386113.000000 Penalty: 5810.834961
	Iteration 29Q: 3 clusters Score -1.638611e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 118997 members 
Entering Unmasked Estep 
Score: -16386178.000000 Penalty: 5810.834961
	Iteration 30Q: 3 clusters Score -1.638618e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -16386186.000000 Penalty: 5810.834961
	Iteration 31Q: 3 clusters Score -1.638619e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 119172 members 
Entering Unmasked Estep 
Score: -16386190.000000 Penalty: 5810.834961
	Iteration 32Q: 3 clusters Score -1.638619e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 119245 members 
Entering Unmasked Estep 
Score: -16386219.000000 Penalty: 5810.834961
	Iteration 33Q: 3 clusters Score -1.638622e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16386243.000000 Penalty: 5810.834961
	Iteration 34Q: 3 clusters Score -1.638624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -16386247.000000 Penalty: 5810.834961
	Iteration 35Q: 3 clusters Score -1.638625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -16386236.000000 Penalty: 5810.834961
	Iteration 36Q: 3 clusters Score -1.638624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -16386232.000000 Penalty: 5810.834961
	Iteration 37Q: 3 clusters Score -1.638623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -16386261.000000 Penalty: 5810.834961
	Iteration 38Q: 3 clusters Score -1.638626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -16386233.000000 Penalty: 5810.834961
	Iteration 39Q: 3 clusters Score -1.638623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -16386227.000000 Penalty: 5810.834961
	Iteration 40F: 3 clusters Score -1.638623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -16386242.000000 Penalty: 5810.834961
	Iteration 41Q: 3 clusters Score -1.638624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -16386252.000000 Penalty: 5810.834961
	Iteration 42Q: 3 clusters Score -1.638625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -16386264.000000 Penalty: 5810.834961
	Iteration 43Q: 3 clusters Score -1.638626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -16386256.000000 Penalty: 5810.834961
	Iteration 44Q: 3 clusters Score -1.638626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -16386272.000000 Penalty: 5810.834961
	Iteration 45Q: 3 clusters Score -1.638627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -16386279.000000 Penalty: 5810.834961
	Iteration 46Q: 3 clusters Score -1.638628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 119703 members 
Entering Unmasked Estep 
Score: -16386265.000000 Penalty: 5810.834961
	Iteration 47Q: 3 clusters Score -1.638626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -16386275.000000 Penalty: 5810.834961
	Iteration 48Q: 3 clusters Score -1.638628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -16386273.000000 Penalty: 5810.834961
	Iteration 49Q: 3 clusters Score -1.638627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -16386294.000000 Penalty: 5810.834961
	Iteration 50Q: 3 clusters Score -1.638629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -16386303.000000 Penalty: 5810.834961
	Iteration 51Q: 3 clusters Score -1.63863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -16386303.000000 Penalty: 5810.834961
	Iteration 52Q: 3 clusters Score -1.63863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -16386302.000000 Penalty: 5810.834961
	Iteration 53Q: 3 clusters Score -1.63863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -16386310.000000 Penalty: 5810.834961
	Iteration 54Q: 3 clusters Score -1.638631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 119797 members 
Entering Unmasked Estep 
Score: -16386310.000000 Penalty: 5810.834961
	Iteration 55Q: 3 clusters Score -1.638631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -16386312.000000 Penalty: 5810.834961
	Iteration 56Q: 3 clusters Score -1.638631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -16386311.000000 Penalty: 5810.834961
	Iteration 57Q: 3 clusters Score -1.638631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -16386318.000000 Penalty: 5810.834961
	Iteration 58Q: 3 clusters Score -1.638632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -16386320.000000 Penalty: 5810.834961
	Iteration 59Q: 3 clusters Score -1.638632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 119808 members 
Entering Unmasked Estep 
Score: -16386319.000000 Penalty: 5810.834961
	Iteration 60F: 3 clusters Score -1.638632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 119810 members 
Entering Unmasked Estep 
Score: -16386317.000000 Penalty: 5810.834961
	Iteration 61Q: 3 clusters Score -1.638632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 119813 members 
Entering Unmasked Estep 
Score: -16386314.000000 Penalty: 5810.834961
	Iteration 62Q: 3 clusters Score -1.638631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -16386310.000000 Penalty: 5810.834961
	Iteration 63Q: 3 clusters Score -1.638631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -16386305.000000 Penalty: 5810.834961
	Iteration 64Q: 3 clusters Score -1.63863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -16386305.000000 Penalty: 5810.834961
	Iteration 65Q: 3 clusters Score -1.63863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 119823 members 
Entering Unmasked Estep 
Score: -16386309.000000 Penalty: 5810.834961
	Iteration 66Q: 3 clusters Score -1.638631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -16386298.000000 Penalty: 5810.834961
	Iteration 67Q: 3 clusters Score -1.63863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -16386305.000000 Penalty: 5810.834961
	Iteration 68Q: 3 clusters Score -1.63863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -16386306.000000 Penalty: 5810.834961
	Iteration 69Q: 3 clusters Score -1.638631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -16386310.000000 Penalty: 5810.834961
	Iteration 70Q: 3 clusters Score -1.638631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -16386297.000000 Penalty: 5810.834961
	Iteration 71Q: 3 clusters Score -1.63863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -16386296.000000 Penalty: 5810.834961
	Iteration 72Q: 3 clusters Score -1.63863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 119843 members 
Entering Unmasked Estep 
Score: -16386301.000000 Penalty: 5810.834961
	Iteration 73Q: 3 clusters Score -1.63863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -16386295.000000 Penalty: 5810.834961
	Iteration 74Q: 3 clusters Score -1.63863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -16386309.000000 Penalty: 5810.834961
	Iteration 75Q: 3 clusters Score -1.638631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -16386301.000000 Penalty: 5810.834961
	Iteration 76Q: 3 clusters Score -1.63863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 119865 members 
Entering Unmasked Estep 
Score: -16386295.000000 Penalty: 5810.834961
	Iteration 77Q: 3 clusters Score -1.63863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -16386307.000000 Penalty: 5810.834961
	Iteration 78Q: 3 clusters Score -1.638631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -16386305.000000 Penalty: 5810.834961
	Iteration 79Q: 3 clusters Score -1.63863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -16386305.000000 Penalty: 5810.834961
	Iteration 80F: 3 clusters Score -1.63863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Entering Unmasked Estep 
Score: -3427223.500000 Penalty: 2515.468018
	Iteration 0F: 2 clusters Score -3427224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3409596.500000 Penalty: 5030.936035
	Iteration 0F: 3 clusters Score -3409596 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3415635.250000 Penalty: 5030.936035
	Iteration 1F: 3 clusters Score -3415635 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3415968.500000 Penalty: 5030.936035
	Iteration 2Q: 3 clusters Score -3415968 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3416230.500000 Penalty: 5030.936035
	Iteration 3Q: 3 clusters Score -3416230 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3416447.250000 Penalty: 5030.936035
	Iteration 4Q: 3 clusters Score -3416447 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3416648.750000 Penalty: 5030.936035
	Iteration 5Q: 3 clusters Score -3416649 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3416839.500000 Penalty: 5030.936035
	Iteration 6Q: 3 clusters Score -3416840 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3417007.250000 Penalty: 5030.936035
	Iteration 7Q: 3 clusters Score -3417007 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3417184.750000 Penalty: 5030.936035
	Iteration 8Q: 3 clusters Score -3417185 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3417347.500000 Penalty: 5030.936035
	Iteration 9Q: 3 clusters Score -3417348 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3417582.750000 Penalty: 5030.936035
	Iteration 10Q: 3 clusters Score -3417583 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3417848.500000 Penalty: 5030.936035
	Iteration 11Q: 3 clusters Score -3417848 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3418182.250000 Penalty: 5030.936035
	Iteration 12Q: 3 clusters Score -3418182 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3418627.000000 Penalty: 5030.936035
	Iteration 13Q: 3 clusters Score -3418627 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3419260.750000 Penalty: 5030.936035
	Iteration 14Q: 3 clusters Score -3419261 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3420026.250000 Penalty: 5030.936035
	Iteration 15Q: 3 clusters Score -3420026 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3421010.000000 Penalty: 5030.936035
	Iteration 16F: 3 clusters Score -3421010 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3421997.500000 Penalty: 5030.936035
	Iteration 17Q: 3 clusters Score -3421998 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3422860.500000 Penalty: 5030.936035
	Iteration 18Q: 3 clusters Score -3422860 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3423503.500000 Penalty: 5030.936035
	Iteration 19Q: 3 clusters Score -3423504 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3423967.750000 Penalty: 5030.936035
	Iteration 20F: 3 clusters Score -3423968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3424253.750000 Penalty: 5030.936035
	Iteration 21Q: 3 clusters Score -3424254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3424444.500000 Penalty: 5030.936035
	Iteration 22Q: 3 clusters Score -3424444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3424594.250000 Penalty: 5030.936035
	Iteration 23Q: 3 clusters Score -3424594 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3424663.250000 Penalty: 5030.936035
	Iteration 24Q: 3 clusters Score -3424663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3424721.250000 Penalty: 5030.936035
	Iteration 25Q: 3 clusters Score -3424721 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3424768.500000 Penalty: 5030.936035
	Iteration 26Q: 3 clusters Score -3424768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3424807.750000 Penalty: 5030.936035
	Iteration 27Q: 3 clusters Score -3424808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3424834.000000 Penalty: 5030.936035
	Iteration 28Q: 3 clusters Score -3424834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3424852.250000 Penalty: 5030.936035
	Iteration 29Q: 3 clusters Score -3424852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3424861.500000 Penalty: 5030.936035
	Iteration 30Q: 3 clusters Score -3424862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3424865.500000 Penalty: 5030.936035
	Iteration 31Q: 3 clusters Score -3424866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3424880.250000 Penalty: 5030.936035
	Iteration 32Q: 3 clusters Score -3424880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3424887.250000 Penalty: 5030.936035
	Iteration 33Q: 3 clusters Score -3424887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3424891.000000 Penalty: 5030.936035
	Iteration 34Q: 3 clusters Score -3424891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3424901.000000 Penalty: 5030.936035
	Iteration 35Q: 3 clusters Score -3424901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3424908.500000 Penalty: 5030.936035
	Iteration 36Q: 3 clusters Score -3424908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3424911.250000 Penalty: 5030.936035
	Iteration 37Q: 3 clusters Score -3424911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3424916.750000 Penalty: 5030.936035
	Iteration 38Q: 3 clusters Score -3424917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3424922.000000 Penalty: 5030.936035
	Iteration 39Q: 3 clusters Score -3424922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3424930.750000 Penalty: 5030.936035
	Iteration 40F: 3 clusters Score -3424931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3424927.750000 Penalty: 5030.936035
	Iteration 41Q: 3 clusters Score -3424928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3424935.500000 Penalty: 5030.936035
	Iteration 42Q: 3 clusters Score -3424936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3424939.500000 Penalty: 5030.936035
	Iteration 43Q: 3 clusters Score -3424940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3424936.750000 Penalty: 5030.936035
	Iteration 44Q: 3 clusters Score -3424937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3424936.500000 Penalty: 5030.936035
	Iteration 45Q: 3 clusters Score -3424936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3424943.250000 Penalty: 5030.936035
	Iteration 46Q: 3 clusters Score -3424943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3424948.750000 Penalty: 5030.936035
	Iteration 47Q: 3 clusters Score -3424949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3424954.750000 Penalty: 5030.936035
	Iteration 48Q: 3 clusters Score -3424955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3424952.250000 Penalty: 5030.936035
	Iteration 49Q: 3 clusters Score -3424952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3424952.250000 Penalty: 5030.936035
	Iteration 50F: 3 clusters Score -3424952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Entering Unmasked Estep 
Score: -6414771.000000 Penalty: 2671.256836
	Iteration 0F: 2 clusters Score -6414771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6382636.000000 Penalty: 5342.513672
	Iteration 0F: 3 clusters Score -6382636 nChanged 21978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -6394951.500000 Penalty: 5342.513672
	Iteration 1F: 3 clusters Score -6394952 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -6395497.500000 Penalty: 5342.513672
	Iteration 2Q: 3 clusters Score -6395498 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6396076.500000 Penalty: 5342.513672
	Iteration 3Q: 3 clusters Score -6396076 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -6396863.500000 Penalty: 5342.513672
	Iteration 4Q: 3 clusters Score -6396864 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -6398017.500000 Penalty: 5342.513672
	Iteration 5Q: 3 clusters Score -6398018 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -6399836.500000 Penalty: 5342.513672
	Iteration 6F: 3 clusters Score -6399836 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6402492.500000 Penalty: 5342.513672
	Iteration 7F: 3 clusters Score -6402492 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -6405682.500000 Penalty: 5342.513672
	Iteration 8F: 3 clusters Score -6405682 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6408464.000000 Penalty: 5342.513672
	Iteration 9F: 3 clusters Score -6408464 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6410315.000000 Penalty: 5342.513672
	Iteration 10Q: 3 clusters Score -6410315 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6411368.000000 Penalty: 5342.513672
	Iteration 11Q: 3 clusters Score -6411368 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6411890.500000 Penalty: 5342.513672
	Iteration 12Q: 3 clusters Score -6411890 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6412227.000000 Penalty: 5342.513672
	Iteration 13Q: 3 clusters Score -6412227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6412380.000000 Penalty: 5342.513672
	Iteration 14Q: 3 clusters Score -6412380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6412444.500000 Penalty: 5342.513672
	Iteration 15Q: 3 clusters Score -6412444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6412492.000000 Penalty: 5342.513672
	Iteration 16Q: 3 clusters Score -6412492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6412522.000000 Penalty: 5342.513672
	Iteration 17Q: 3 clusters Score -6412522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6412551.000000 Penalty: 5342.513672
	Iteration 18Q: 3 clusters Score -6412551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6412557.000000 Penalty: 5342.513672
	Iteration 19Q: 3 clusters Score -6412557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6412573.000000 Penalty: 5342.513672
	Iteration 20F: 3 clusters Score -6412573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6412574.000000 Penalty: 5342.513672
	Iteration 21Q: 3 clusters Score -6412574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6412584.000000 Penalty: 5342.513672
	Iteration 22Q: 3 clusters Score -6412584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6412583.000000 Penalty: 5342.513672
	Iteration 23Q: 3 clusters Score -6412583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6412584.000000 Penalty: 5342.513672
	Iteration 24Q: 3 clusters Score -6412584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6412584.000000 Penalty: 5342.513672
	Iteration 25F: 3 clusters Score -6412584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (179670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179670 members 
Entering Unmasked Estep 
Score: -23850886.000000 Penalty: 3000.521484
	Iteration 0F: 2 clusters Score -2.385089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -23735968.000000 Penalty: 6001.042969
	Iteration 0F: 3 clusters Score -2.373597e+07 nChanged 86553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -23787116.000000 Penalty: 6001.042969
	Iteration 1F: 3 clusters Score -2.378712e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -23788692.000000 Penalty: 6001.042969
	Iteration 2Q: 3 clusters Score -2.378869e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -23791446.000000 Penalty: 6001.042969
	Iteration 3Q: 3 clusters Score -2.379145e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -23796320.000000 Penalty: 6001.042969
	Iteration 4F: 3 clusters Score -2.379632e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123682 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -23804636.000000 Penalty: 6001.042969
	Iteration 5F: 3 clusters Score -2.380464e+07 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136974 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -23816064.000000 Penalty: 6001.042969
	Iteration 6F: 3 clusters Score -2.381606e+07 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -23827778.000000 Penalty: 6001.042969
	Iteration 7F: 3 clusters Score -2.382778e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -23837350.000000 Penalty: 6001.042969
	Iteration 8F: 3 clusters Score -2.383735e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165107 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -23844446.000000 Penalty: 6001.042969
	Iteration 9Q: 3 clusters Score -2.384445e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -23847866.000000 Penalty: 6001.042969
	Iteration 10Q: 3 clusters Score -2.384787e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -23849142.000000 Penalty: 6001.042969
	Iteration 11Q: 3 clusters Score -2.384914e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -23849608.000000 Penalty: 6001.042969
	Iteration 12Q: 3 clusters Score -2.384961e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169068 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -23849964.000000 Penalty: 6001.042969
	Iteration 13Q: 3 clusters Score -2.384996e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -23850136.000000 Penalty: 6001.042969
	Iteration 14Q: 3 clusters Score -2.385014e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -23850278.000000 Penalty: 6001.042969
	Iteration 15Q: 3 clusters Score -2.385028e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -23850320.000000 Penalty: 6001.042969
	Iteration 16Q: 3 clusters Score -2.385032e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -23850456.000000 Penalty: 6001.042969
	Iteration 17Q: 3 clusters Score -2.385046e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -23850532.000000 Penalty: 6001.042969
	Iteration 18Q: 3 clusters Score -2.385053e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171531 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -23850504.000000 Penalty: 6001.042969
	Iteration 19Q: 3 clusters Score -2.38505e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -23850486.000000 Penalty: 6001.042969
	Iteration 20F: 3 clusters Score -2.385049e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172063 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -23850446.000000 Penalty: 6001.042969
	Iteration 21Q: 3 clusters Score -2.385045e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -23850492.000000 Penalty: 6001.042969
	Iteration 22Q: 3 clusters Score -2.385049e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172473 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -23850514.000000 Penalty: 6001.042969
	Iteration 23Q: 3 clusters Score -2.385051e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -23850516.000000 Penalty: 6001.042969
	Iteration 24Q: 3 clusters Score -2.385052e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -23850484.000000 Penalty: 6001.042969
	Iteration 25Q: 3 clusters Score -2.385048e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -23850522.000000 Penalty: 6001.042969
	Iteration 26Q: 3 clusters Score -2.385052e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173141 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -23850522.000000 Penalty: 6001.042969
	Iteration 27Q: 3 clusters Score -2.385052e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -23850556.000000 Penalty: 6001.042969
	Iteration 28Q: 3 clusters Score -2.385056e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173482 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -23850566.000000 Penalty: 6001.042969
	Iteration 29Q: 3 clusters Score -2.385057e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173641 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -23850498.000000 Penalty: 6001.042969
	Iteration 30Q: 3 clusters Score -2.38505e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173797 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -23850464.000000 Penalty: 6001.042969
	Iteration 31Q: 3 clusters Score -2.385046e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -23850434.000000 Penalty: 6001.042969
	Iteration 32Q: 3 clusters Score -2.385043e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174077 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -23850502.000000 Penalty: 6001.042969
	Iteration 33Q: 3 clusters Score -2.38505e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -23850426.000000 Penalty: 6001.042969
	Iteration 34Q: 3 clusters Score -2.385043e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174348 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -23850374.000000 Penalty: 6001.042969
	Iteration 35Q: 3 clusters Score -2.385037e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174449 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -23850346.000000 Penalty: 6001.042969
	Iteration 36Q: 3 clusters Score -2.385035e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -23850314.000000 Penalty: 6001.042969
	Iteration 37Q: 3 clusters Score -2.385031e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -23850272.000000 Penalty: 6001.042969
	Iteration 38Q: 3 clusters Score -2.385027e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -23850228.000000 Penalty: 6001.042969
	Iteration 39Q: 3 clusters Score -2.385023e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174807 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -23850166.000000 Penalty: 6001.042969
	Iteration 40F: 3 clusters Score -2.385017e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174886 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -23850114.000000 Penalty: 6001.042969
	Iteration 41Q: 3 clusters Score -2.385011e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -23850090.000000 Penalty: 6001.042969
	Iteration 42Q: 3 clusters Score -2.385009e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -23850072.000000 Penalty: 6001.042969
	Iteration 43Q: 3 clusters Score -2.385007e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -23850102.000000 Penalty: 6001.042969
	Iteration 44Q: 3 clusters Score -2.38501e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -23850080.000000 Penalty: 6001.042969
	Iteration 45Q: 3 clusters Score -2.385008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -23850022.000000 Penalty: 6001.042969
	Iteration 46Q: 3 clusters Score -2.385002e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -23850022.000000 Penalty: 6001.042969
	Iteration 47Q: 3 clusters Score -2.385002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -23850028.000000 Penalty: 6001.042969
	Iteration 48Q: 3 clusters Score -2.385003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -23849998.000000 Penalty: 6001.042969
	Iteration 49Q: 3 clusters Score -2.385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -23850032.000000 Penalty: 6001.042969
	Iteration 50Q: 3 clusters Score -2.385003e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23850022.000000 Penalty: 6001.042969
	Iteration 51Q: 3 clusters Score -2.385002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175405 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -23850008.000000 Penalty: 6001.042969
	Iteration 52Q: 3 clusters Score -2.385001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -23850014.000000 Penalty: 6001.042969
	Iteration 53Q: 3 clusters Score -2.385001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -23850016.000000 Penalty: 6001.042969
	Iteration 54Q: 3 clusters Score -2.385002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23850010.000000 Penalty: 6001.042969
	Iteration 55Q: 3 clusters Score -2.385001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -23850010.000000 Penalty: 6001.042969
	Iteration 56Q: 3 clusters Score -2.385001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -23850000.000000 Penalty: 6001.042969
	Iteration 57Q: 3 clusters Score -2.385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -23850004.000000 Penalty: 6001.042969
	Iteration 58Q: 3 clusters Score -2.385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23849984.000000 Penalty: 6001.042969
	Iteration 59Q: 3 clusters Score -2.384998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175529 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -23849962.000000 Penalty: 6001.042969
	Iteration 60F: 3 clusters Score -2.384996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175546 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -23849928.000000 Penalty: 6001.042969
	Iteration 61Q: 3 clusters Score -2.384993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -23849914.000000 Penalty: 6001.042969
	Iteration 62Q: 3 clusters Score -2.384991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -23849910.000000 Penalty: 6001.042969
	Iteration 63Q: 3 clusters Score -2.384991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -23849930.000000 Penalty: 6001.042969
	Iteration 64Q: 3 clusters Score -2.384993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -23849918.000000 Penalty: 6001.042969
	Iteration 65Q: 3 clusters Score -2.384992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -23849928.000000 Penalty: 6001.042969
	Iteration 66Q: 3 clusters Score -2.384993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -23849914.000000 Penalty: 6001.042969
	Iteration 67Q: 3 clusters Score -2.384991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175673 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -23849922.000000 Penalty: 6001.042969
	Iteration 68Q: 3 clusters Score -2.384992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175681 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -23849916.000000 Penalty: 6001.042969
	Iteration 69Q: 3 clusters Score -2.384992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -23849894.000000 Penalty: 6001.042969
	Iteration 70Q: 3 clusters Score -2.384989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23849920.000000 Penalty: 6001.042969
	Iteration 71Q: 3 clusters Score -2.384992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -23849924.000000 Penalty: 6001.042969
	Iteration 72Q: 3 clusters Score -2.384992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -23849910.000000 Penalty: 6001.042969
	Iteration 73Q: 3 clusters Score -2.384991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175709 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -23849916.000000 Penalty: 6001.042969
	Iteration 74Q: 3 clusters Score -2.384992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -23849920.000000 Penalty: 6001.042969
	Iteration 75Q: 3 clusters Score -2.384992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -23849912.000000 Penalty: 6001.042969
	Iteration 76Q: 3 clusters Score -2.384991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -23849922.000000 Penalty: 6001.042969
	Iteration 77Q: 3 clusters Score -2.384992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23849906.000000 Penalty: 6001.042969
	Iteration 78Q: 3 clusters Score -2.384991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -23849892.000000 Penalty: 6001.042969
	Iteration 79Q: 3 clusters Score -2.384989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -23849904.000000 Penalty: 6001.042969
	Iteration 80F: 3 clusters Score -2.38499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175820 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -23849890.000000 Penalty: 6001.042969
	Iteration 81Q: 3 clusters Score -2.384989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -23849904.000000 Penalty: 6001.042969
	Iteration 82Q: 3 clusters Score -2.38499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -23849894.000000 Penalty: 6001.042969
	Iteration 83Q: 3 clusters Score -2.384989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -23849896.000000 Penalty: 6001.042969
	Iteration 84Q: 3 clusters Score -2.38499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -23849846.000000 Penalty: 6001.042969
	Iteration 85Q: 3 clusters Score -2.384985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -23849872.000000 Penalty: 6001.042969
	Iteration 86Q: 3 clusters Score -2.384987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -23849848.000000 Penalty: 6001.042969
	Iteration 87Q: 3 clusters Score -2.384985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -23849854.000000 Penalty: 6001.042969
	Iteration 88Q: 3 clusters Score -2.384985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -23849816.000000 Penalty: 6001.042969
	Iteration 89Q: 3 clusters Score -2.384982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23849822.000000 Penalty: 6001.042969
	Iteration 90Q: 3 clusters Score -2.384982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -23849820.000000 Penalty: 6001.042969
	Iteration 91Q: 3 clusters Score -2.384982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -23849822.000000 Penalty: 6001.042969
	Iteration 92Q: 3 clusters Score -2.384982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -23849818.000000 Penalty: 6001.042969
	Iteration 93Q: 3 clusters Score -2.384982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -23849816.000000 Penalty: 6001.042969
	Iteration 94Q: 3 clusters Score -2.384982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -23849832.000000 Penalty: 6001.042969
	Iteration 95Q: 3 clusters Score -2.384983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -23849806.000000 Penalty: 6001.042969
	Iteration 96Q: 3 clusters Score -2.384981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175984 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -23849812.000000 Penalty: 6001.042969
	Iteration 97Q: 3 clusters Score -2.384981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -23849802.000000 Penalty: 6001.042969
	Iteration 98Q: 3 clusters Score -2.38498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175987 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23849820.000000 Penalty: 6001.042969
	Iteration 99Q: 3 clusters Score -2.384982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -23849814.000000 Penalty: 6001.042969
	Iteration 100F: 3 clusters Score -2.384981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175990 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -23849810.000000 Penalty: 6001.042969
	Iteration 101Q: 3 clusters Score -2.384981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -23849824.000000 Penalty: 6001.042969
	Iteration 102Q: 3 clusters Score -2.384982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -23849824.000000 Penalty: 6001.042969
	Iteration 103F: 3 clusters Score -2.384982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Entering Unmasked Estep 
Score: -4982741.500000 Penalty: 2608.255371
	Iteration 0F: 2 clusters Score -4982742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4957576.500000 Penalty: 5216.510742
	Iteration 0F: 3 clusters Score -4957576 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4966768.500000 Penalty: 5216.510742
	Iteration 1F: 3 clusters Score -4966768 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4967244.500000 Penalty: 5216.510742
	Iteration 2Q: 3 clusters Score -4967244 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4967719.000000 Penalty: 5216.510742
	Iteration 3Q: 3 clusters Score -4967719 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4968224.500000 Penalty: 5216.510742
	Iteration 4Q: 3 clusters Score -4968224 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4968886.500000 Penalty: 5216.510742
	Iteration 5Q: 3 clusters Score -4968886 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4969955.500000 Penalty: 5216.510742
	Iteration 6Q: 3 clusters Score -4969956 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4971428.000000 Penalty: 5216.510742
	Iteration 7F: 3 clusters Score -4971428 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4973470.500000 Penalty: 5216.510742
	Iteration 8F: 3 clusters Score -4973470 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4975866.000000 Penalty: 5216.510742
	Iteration 9F: 3 clusters Score -4975866 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4978062.500000 Penalty: 5216.510742
	Iteration 10F: 3 clusters Score -4978062 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4979369.500000 Penalty: 5216.510742
	Iteration 11Q: 3 clusters Score -4979370 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4979935.500000 Penalty: 5216.510742
	Iteration 12Q: 3 clusters Score -4979936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4980189.500000 Penalty: 5216.510742
	Iteration 13Q: 3 clusters Score -4980190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4980351.500000 Penalty: 5216.510742
	Iteration 14Q: 3 clusters Score -4980352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4980453.500000 Penalty: 5216.510742
	Iteration 15Q: 3 clusters Score -4980454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4980512.500000 Penalty: 5216.510742
	Iteration 16Q: 3 clusters Score -4980512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4980558.000000 Penalty: 5216.510742
	Iteration 17Q: 3 clusters Score -4980558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4980587.000000 Penalty: 5216.510742
	Iteration 18Q: 3 clusters Score -4980587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4980596.000000 Penalty: 5216.510742
	Iteration 19Q: 3 clusters Score -4980596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4980621.000000 Penalty: 5216.510742
	Iteration 20F: 3 clusters Score -4980621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4980627.500000 Penalty: 5216.510742
	Iteration 21Q: 3 clusters Score -4980628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4980644.500000 Penalty: 5216.510742
	Iteration 22Q: 3 clusters Score -4980644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4980659.500000 Penalty: 5216.510742
	Iteration 23Q: 3 clusters Score -4980660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4980671.000000 Penalty: 5216.510742
	Iteration 24Q: 3 clusters Score -4980671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4980682.000000 Penalty: 5216.510742
	Iteration 25Q: 3 clusters Score -4980682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4980686.000000 Penalty: 5216.510742
	Iteration 26Q: 3 clusters Score -4980686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4980684.000000 Penalty: 5216.510742
	Iteration 27Q: 3 clusters Score -4980684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4980685.500000 Penalty: 5216.510742
	Iteration 28Q: 3 clusters Score -4980686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4980684.500000 Penalty: 5216.510742
	Iteration 29Q: 3 clusters Score -4980684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4980692.500000 Penalty: 5216.510742
	Iteration 30Q: 3 clusters Score -4980692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4980702.500000 Penalty: 5216.510742
	Iteration 31Q: 3 clusters Score -4980702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4980700.000000 Penalty: 5216.510742
	Iteration 32Q: 3 clusters Score -4980700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4980700.000000 Penalty: 5216.510742
	Iteration 33F: 3 clusters Score -4980700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -146653.328125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -146653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144586.671875 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -144586.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -144914.281250 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -144914.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144996.515625 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -144996.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145033.031250 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -145033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145053.750000 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -145053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -145065.406250 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -145065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145071.031250 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -145071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145073.890625 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -145073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145075.203125 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -145075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145076.734375 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -145076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145078.390625 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -145078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145078.828125 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -145078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145080.421875 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -145080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145082.093750 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -145082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -145082.921875 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -145082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145083.437500 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -145083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145084.750000 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -145084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145084.750000 Penalty: 3480.238281
	Iteration 17F: 3 clusters Score -145084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Entering Unmasked Estep 
Score: -7064335.000000 Penalty: 2705.000000
	Iteration 0F: 2 clusters Score -7064335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -7027714.000000 Penalty: 5410.000000
	Iteration 0F: 3 clusters Score -7027714 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -7041493.000000 Penalty: 5410.000000
	Iteration 1F: 3 clusters Score -7041493 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -7041939.500000 Penalty: 5410.000000
	Iteration 2Q: 3 clusters Score -7041940 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7042303.000000 Penalty: 5410.000000
	Iteration 3Q: 3 clusters Score -7042303 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -7042648.500000 Penalty: 5410.000000
	Iteration 4Q: 3 clusters Score -7042648 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -7042951.500000 Penalty: 5410.000000
	Iteration 5Q: 3 clusters Score -7042952 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -7043399.000000 Penalty: 5410.000000
	Iteration 6Q: 3 clusters Score -7043399 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -7044073.500000 Penalty: 5410.000000
	Iteration 7Q: 3 clusters Score -7044074 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7045146.000000 Penalty: 5410.000000
	Iteration 8Q: 3 clusters Score -7045146 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -7046913.000000 Penalty: 5410.000000
	Iteration 9F: 3 clusters Score -7046913 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -7049817.000000 Penalty: 5410.000000
	Iteration 10F: 3 clusters Score -7049817 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -7053665.000000 Penalty: 5410.000000
	Iteration 11F: 3 clusters Score -7053665 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -7057598.500000 Penalty: 5410.000000
	Iteration 12F: 3 clusters Score -7057598 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7060031.500000 Penalty: 5410.000000
	Iteration 13Q: 3 clusters Score -7060032 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7061198.500000 Penalty: 5410.000000
	Iteration 14Q: 3 clusters Score -7061198 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7061638.000000 Penalty: 5410.000000
	Iteration 15Q: 3 clusters Score -7061638 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7061800.500000 Penalty: 5410.000000
	Iteration 16Q: 3 clusters Score -7061800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7061874.500000 Penalty: 5410.000000
	Iteration 17Q: 3 clusters Score -7061874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7061914.500000 Penalty: 5410.000000
	Iteration 18Q: 3 clusters Score -7061914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7061941.500000 Penalty: 5410.000000
	Iteration 19Q: 3 clusters Score -7061942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7061955.500000 Penalty: 5410.000000
	Iteration 20F: 3 clusters Score -7061956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7061969.000000 Penalty: 5410.000000
	Iteration 21Q: 3 clusters Score -7061969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7061975.000000 Penalty: 5410.000000
	Iteration 22Q: 3 clusters Score -7061975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7061975.000000 Penalty: 5410.000000
	Iteration 23Q: 3 clusters Score -7061975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7061978.000000 Penalty: 5410.000000
	Iteration 24Q: 3 clusters Score -7061978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7061985.500000 Penalty: 5410.000000
	Iteration 25Q: 3 clusters Score -7061986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7061994.000000 Penalty: 5410.000000
	Iteration 26Q: 3 clusters Score -7061994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7061999.000000 Penalty: 5410.000000
	Iteration 27Q: 3 clusters Score -7061999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7061997.000000 Penalty: 5410.000000
	Iteration 28Q: 3 clusters Score -7061997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7061997.500000 Penalty: 5410.000000
	Iteration 29Q: 3 clusters Score -7061998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7061997.500000 Penalty: 5410.000000
	Iteration 30F: 3 clusters Score -7061998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Entering Unmasked Estep 
Score: -5861618.500000 Penalty: 2649.735352
	Iteration 0F: 2 clusters Score -5861618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5832108.000000 Penalty: 5299.470703
	Iteration 0F: 3 clusters Score -5832108 nChanged 19969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5843195.500000 Penalty: 5299.470703
	Iteration 1F: 3 clusters Score -5843196 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5843922.000000 Penalty: 5299.470703
	Iteration 2Q: 3 clusters Score -5843922 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5845010.500000 Penalty: 5299.470703
	Iteration 3F: 3 clusters Score -5845010 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5846724.000000 Penalty: 5299.470703
	Iteration 4F: 3 clusters Score -5846724 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5849381.500000 Penalty: 5299.470703
	Iteration 5F: 3 clusters Score -5849382 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -5852699.000000 Penalty: 5299.470703
	Iteration 6F: 3 clusters Score -5852699 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5855819.000000 Penalty: 5299.470703
	Iteration 7F: 3 clusters Score -5855819 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5857875.000000 Penalty: 5299.470703
	Iteration 8Q: 3 clusters Score -5857875 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5858975.500000 Penalty: 5299.470703
	Iteration 9Q: 3 clusters Score -5858976 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5859480.500000 Penalty: 5299.470703
	Iteration 10Q: 3 clusters Score -5859480 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -5859747.500000 Penalty: 5299.470703
	Iteration 11Q: 3 clusters Score -5859748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5859868.000000 Penalty: 5299.470703
	Iteration 12Q: 3 clusters Score -5859868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5859946.500000 Penalty: 5299.470703
	Iteration 13Q: 3 clusters Score -5859946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5860014.500000 Penalty: 5299.470703
	Iteration 14Q: 3 clusters Score -5860014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5860052.500000 Penalty: 5299.470703
	Iteration 15Q: 3 clusters Score -5860052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5860080.000000 Penalty: 5299.470703
	Iteration 16Q: 3 clusters Score -5860080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5860107.500000 Penalty: 5299.470703
	Iteration 17Q: 3 clusters Score -5860108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5860117.000000 Penalty: 5299.470703
	Iteration 18Q: 3 clusters Score -5860117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5860122.500000 Penalty: 5299.470703
	Iteration 19Q: 3 clusters Score -5860122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5860145.500000 Penalty: 5299.470703
	Iteration 20F: 3 clusters Score -5860146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5860160.500000 Penalty: 5299.470703
	Iteration 21Q: 3 clusters Score -5860160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5860167.500000 Penalty: 5299.470703
	Iteration 22Q: 3 clusters Score -5860168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5860175.500000 Penalty: 5299.470703
	Iteration 23Q: 3 clusters Score -5860176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5860175.000000 Penalty: 5299.470703
	Iteration 24Q: 3 clusters Score -5860175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5860175.000000 Penalty: 5299.470703
	Iteration 25Q: 3 clusters Score -5860175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -5860178.000000 Penalty: 5299.470703
	Iteration 26Q: 3 clusters Score -5860178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5860167.000000 Penalty: 5299.470703
	Iteration 27Q: 3 clusters Score -5860167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5860170.500000 Penalty: 5299.470703
	Iteration 28Q: 3 clusters Score -5860170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -5860185.000000 Penalty: 5299.470703
	Iteration 29Q: 3 clusters Score -5860185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5860190.500000 Penalty: 5299.470703
	Iteration 30Q: 3 clusters Score -5860190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5860197.500000 Penalty: 5299.470703
	Iteration 31Q: 3 clusters Score -5860198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5860199.000000 Penalty: 5299.470703
	Iteration 32Q: 3 clusters Score -5860199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5860201.500000 Penalty: 5299.470703
	Iteration 33Q: 3 clusters Score -5860202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5860218.000000 Penalty: 5299.470703
	Iteration 34Q: 3 clusters Score -5860218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5860211.500000 Penalty: 5299.470703
	Iteration 35Q: 3 clusters Score -5860212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -5860215.500000 Penalty: 5299.470703
	Iteration 36Q: 3 clusters Score -5860216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5860216.000000 Penalty: 5299.470703
	Iteration 37Q: 3 clusters Score -5860216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5860216.500000 Penalty: 5299.470703
	Iteration 38Q: 3 clusters Score -5860216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5860216.500000 Penalty: 5299.470703
	Iteration 39F: 3 clusters Score -5860216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -238820.578125 Penalty: 1877.725464
	Iteration 0F: 2 clusters Score -238820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -236236.484375 Penalty: 3755.450928
	Iteration 0F: 3 clusters Score -236236.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -236789.625000 Penalty: 3755.450928
	Iteration 1F: 3 clusters Score -236789.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236965.578125 Penalty: 3755.450928
	Iteration 2F: 3 clusters Score -236965.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237046.125000 Penalty: 3755.450928
	Iteration 3Q: 3 clusters Score -237046.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237118.312500 Penalty: 3755.450928
	Iteration 4Q: 3 clusters Score -237118.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237166.578125 Penalty: 3755.450928
	Iteration 5Q: 3 clusters Score -237166.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237196.187500 Penalty: 3755.450928
	Iteration 6Q: 3 clusters Score -237196.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -237219.578125 Penalty: 3755.450928
	Iteration 7Q: 3 clusters Score -237219.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -237230.328125 Penalty: 3755.450928
	Iteration 8Q: 3 clusters Score -237230.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -237241.937500 Penalty: 3755.450928
	Iteration 9Q: 3 clusters Score -237241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -237255.281250 Penalty: 3755.450928
	Iteration 10Q: 3 clusters Score -237255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237269.312500 Penalty: 3755.450928
	Iteration 11Q: 3 clusters Score -237269.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -237294.281250 Penalty: 3755.450928
	Iteration 12Q: 3 clusters Score -237294.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -237312.187500 Penalty: 3755.450928
	Iteration 13Q: 3 clusters Score -237312.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -237330.453125 Penalty: 3755.450928
	Iteration 14Q: 3 clusters Score -237330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237342.937500 Penalty: 3755.450928
	Iteration 15Q: 3 clusters Score -237342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -237351.750000 Penalty: 3755.450928
	Iteration 16Q: 3 clusters Score -237351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -237355.515625 Penalty: 3755.450928
	Iteration 17Q: 3 clusters Score -237355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -237358.203125 Penalty: 3755.450928
	Iteration 18Q: 3 clusters Score -237358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -237360.703125 Penalty: 3755.450928
	Iteration 19Q: 3 clusters Score -237360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -237367.265625 Penalty: 3755.450928
	Iteration 20F: 3 clusters Score -237367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237369.968750 Penalty: 3755.450928
	Iteration 21Q: 3 clusters Score -237370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237371.296875 Penalty: 3755.450928
	Iteration 22Q: 3 clusters Score -237371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237372.171875 Penalty: 3755.450928
	Iteration 23Q: 3 clusters Score -237372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237373.125000 Penalty: 3755.450928
	Iteration 24Q: 3 clusters Score -237373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237374.859375 Penalty: 3755.450928
	Iteration 25Q: 3 clusters Score -237374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237375.203125 Penalty: 3755.450928
	Iteration 26Q: 3 clusters Score -237375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -237375.203125 Penalty: 3755.450928
	Iteration 27F: 3 clusters Score -237375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Entering Unmasked Estep 
Score: -13494419.000000 Penalty: 2857.011963
	Iteration 0F: 2 clusters Score -1.349442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -13427323.000000 Penalty: 5714.023926
	Iteration 0F: 3 clusters Score -1.342732e+07 nChanged 47624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -13454398.000000 Penalty: 5714.023926
	Iteration 1F: 3 clusters Score -1.34544e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -13455234.000000 Penalty: 5714.023926
	Iteration 2Q: 3 clusters Score -1.345523e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -13456431.000000 Penalty: 5714.023926
	Iteration 3Q: 3 clusters Score -1.345643e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -13458214.000000 Penalty: 5714.023926
	Iteration 4Q: 3 clusters Score -1.345821e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -13461174.000000 Penalty: 5714.023926
	Iteration 5F: 3 clusters Score -1.346117e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -13466044.000000 Penalty: 5714.023926
	Iteration 6F: 3 clusters Score -1.346604e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -13473144.000000 Penalty: 5714.023926
	Iteration 7F: 3 clusters Score -1.347314e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -13481068.000000 Penalty: 5714.023926
	Iteration 8F: 3 clusters Score -1.348107e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -13487043.000000 Penalty: 5714.023926
	Iteration 9F: 3 clusters Score -1.348704e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13490092.000000 Penalty: 5714.023926
	Iteration 10Q: 3 clusters Score -1.349009e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13491172.000000 Penalty: 5714.023926
	Iteration 11Q: 3 clusters Score -1.349117e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -13491542.000000 Penalty: 5714.023926
	Iteration 12Q: 3 clusters Score -1.349154e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13491690.000000 Penalty: 5714.023926
	Iteration 13Q: 3 clusters Score -1.349169e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13491754.000000 Penalty: 5714.023926
	Iteration 14Q: 3 clusters Score -1.349175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13491789.000000 Penalty: 5714.023926
	Iteration 15Q: 3 clusters Score -1.349179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13491822.000000 Penalty: 5714.023926
	Iteration 16Q: 3 clusters Score -1.349182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13491841.000000 Penalty: 5714.023926
	Iteration 17Q: 3 clusters Score -1.349184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13491859.000000 Penalty: 5714.023926
	Iteration 18Q: 3 clusters Score -1.349186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13491867.000000 Penalty: 5714.023926
	Iteration 19Q: 3 clusters Score -1.349187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13491867.000000 Penalty: 5714.023926
	Iteration 20F: 3 clusters Score -1.349187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -46227.003906 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -46227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44962.722656 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -44962.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45403.382812 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -45403.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45768.097656 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -45768.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46228.531250 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -46228.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46307.433594 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -46307.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46387.105469 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -46387.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46415.679688 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -46415.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46484.863281 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -46484.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46515.820312 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -46515.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46527.847656 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -46527.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46527.847656 Penalty: 2975.472656
	Iteration 10F: 3 clusters Score -46527.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156454 members 
Mstep: Class 4 contains 122442 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 179670 members 
Mstep: Class 8 contains 36944 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54571 members 
Mstep: Class 11 contains 43670 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100731 members 
Mstep: Class 14 contains 80 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 19 contains 323 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 183134 members 
Entering Unmasked Estep 
Score: -135267616.000000 Penalty: 75562.656250
Splitting cluster 14 changes total score from -135269392.000000 to -135267616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -50987.675781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -50987.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49542.000000 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -49542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49685.035156 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -49685.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49723.449219 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -49723.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49758.558594 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -49758.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49790.203125 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -49790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49802.796875 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -49802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49806.484375 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -49806.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49813.539062 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -49813.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49820.179688 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -49820.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49820.179688 Penalty: 3015.646973
	Iteration 9F: 3 clusters Score -49820.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -121112.421875 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -121112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119204.843750 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -119204.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119504.882812 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -119504.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119606.703125 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -119606.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119741.359375 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -119741.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119948.031250 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -119948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120150.031250 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -120150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -120282.132812 Penalty: 3423.760498
	Iteration 6F: 3 clusters Score -120282.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120359.132812 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -120359.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -120438.546875 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -120438.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -120496.687500 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -120496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -120524.507812 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -120524.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120560.085938 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -120560.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120584.164062 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -120584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120613.757812 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -120613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120646.640625 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -120646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120666.601562 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -120666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120688.070312 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -120688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120716.812500 Penalty: 3423.760498
	Iteration 17Q: 3 clusters Score -120716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120758.054688 Penalty: 3423.760498
	Iteration 18Q: 3 clusters Score -120758.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120819.828125 Penalty: 3423.760498
	Iteration 19Q: 3 clusters Score -120819.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120943.460938 Penalty: 3423.760498
	Iteration 20F: 3 clusters Score -120943.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121090.429688 Penalty: 3423.760498
	Iteration 21Q: 3 clusters Score -121090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -121109.250000 Penalty: 3423.760498
	Iteration 22Q: 3 clusters Score -121109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121117.953125 Penalty: 3423.760498
	Iteration 23Q: 3 clusters Score -121118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121119.125000 Penalty: 3423.760498
	Iteration 24Q: 3 clusters Score -121119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121119.125000 Penalty: 3423.760498
	Iteration 25F: 3 clusters Score -121119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156454 members 
Mstep: Class 4 contains 122442 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 179670 members 
Mstep: Class 8 contains 36944 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54571 members 
Mstep: Class 11 contains 43670 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100731 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 227 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 183134 members 
Entering Unmasked Estep 
Score: -135267424.000000 Penalty: 75562.656250
Splitting cluster 16 changes total score from -135269392.000000 to -135267424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -117082.414062 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -117082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115197.226562 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -115197.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115495.984375 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -115496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115699.023438 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -115699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116053.828125 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -116053.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116232.515625 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -116232.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -116393.132812 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -116393.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116498.210938 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -116498.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -116592.976562 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -116593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -116651.367188 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -116651.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116682.132812 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -116682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -116709.671875 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -116709.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116748.445312 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -116748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -116764.023438 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -116764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116780.875000 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -116780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116805.195312 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -116805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -116820.828125 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -116820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116828.421875 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -116828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116841.820312 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -116841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116856.406250 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -116856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -116867.804688 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -116867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -116875.164062 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -116875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116878.789062 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -116878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116880.523438 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -116880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116880.523438 Penalty: 3408.061279
	Iteration 23F: 3 clusters Score -116880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Entering Unmasked Estep 
Score: -6723071.500000 Penalty: 2683.091797
	Iteration 0F: 2 clusters Score -6723072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6689681.000000 Penalty: 5366.183594
	Iteration 0F: 3 clusters Score -6689681 nChanged 23071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6702427.500000 Penalty: 5366.183594
	Iteration 1F: 3 clusters Score -6702428 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -6702876.000000 Penalty: 5366.183594
	Iteration 2Q: 3 clusters Score -6702876 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -6703419.500000 Penalty: 5366.183594
	Iteration 3Q: 3 clusters Score -6703420 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -6703819.500000 Penalty: 5366.183594
	Iteration 4Q: 3 clusters Score -6703820 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6704197.000000 Penalty: 5366.183594
	Iteration 5Q: 3 clusters Score -6704197 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6704507.500000 Penalty: 5366.183594
	Iteration 6Q: 3 clusters Score -6704508 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6704835.500000 Penalty: 5366.183594
	Iteration 7Q: 3 clusters Score -6704836 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -6705161.000000 Penalty: 5366.183594
	Iteration 8Q: 3 clusters Score -6705161 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6705521.000000 Penalty: 5366.183594
	Iteration 9Q: 3 clusters Score -6705521 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6705946.500000 Penalty: 5366.183594
	Iteration 10Q: 3 clusters Score -6705946 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6706424.000000 Penalty: 5366.183594
	Iteration 11Q: 3 clusters Score -6706424 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6707019.000000 Penalty: 5366.183594
	Iteration 12Q: 3 clusters Score -6707019 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -6707858.500000 Penalty: 5366.183594
	Iteration 13Q: 3 clusters Score -6707858 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6708935.000000 Penalty: 5366.183594
	Iteration 14Q: 3 clusters Score -6708935 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6710462.500000 Penalty: 5366.183594
	Iteration 15Q: 3 clusters Score -6710462 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -6712321.000000 Penalty: 5366.183594
	Iteration 16Q: 3 clusters Score -6712321 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -6713759.000000 Penalty: 5366.183594
	Iteration 17Q: 3 clusters Score -6713759 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -6714579.000000 Penalty: 5366.183594
	Iteration 18Q: 3 clusters Score -6714579 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6714933.000000 Penalty: 5366.183594
	Iteration 19Q: 3 clusters Score -6714933 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -6715132.000000 Penalty: 5366.183594
	Iteration 20F: 3 clusters Score -6715132 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -6715314.500000 Penalty: 5366.183594
	Iteration 21Q: 3 clusters Score -6715314 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6715498.500000 Penalty: 5366.183594
	Iteration 22Q: 3 clusters Score -6715498 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6715636.000000 Penalty: 5366.183594
	Iteration 23Q: 3 clusters Score -6715636 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -6715768.500000 Penalty: 5366.183594
	Iteration 24Q: 3 clusters Score -6715768 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -6715943.500000 Penalty: 5366.183594
	Iteration 25Q: 3 clusters Score -6715944 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -6716119.000000 Penalty: 5366.183594
	Iteration 26Q: 3 clusters Score -6716119 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -6716270.000000 Penalty: 5366.183594
	Iteration 27Q: 3 clusters Score -6716270 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6716389.000000 Penalty: 5366.183594
	Iteration 28Q: 3 clusters Score -6716389 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -6716555.000000 Penalty: 5366.183594
	Iteration 29Q: 3 clusters Score -6716555 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -6716756.500000 Penalty: 5366.183594
	Iteration 30Q: 3 clusters Score -6716756 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6716945.500000 Penalty: 5366.183594
	Iteration 31Q: 3 clusters Score -6716946 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6717134.000000 Penalty: 5366.183594
	Iteration 32Q: 3 clusters Score -6717134 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -6717389.500000 Penalty: 5366.183594
	Iteration 33Q: 3 clusters Score -6717390 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -6717595.500000 Penalty: 5366.183594
	Iteration 34Q: 3 clusters Score -6717596 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -6717773.500000 Penalty: 5366.183594
	Iteration 35Q: 3 clusters Score -6717774 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -6718004.500000 Penalty: 5366.183594
	Iteration 36Q: 3 clusters Score -6718004 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -6718148.000000 Penalty: 5366.183594
	Iteration 37Q: 3 clusters Score -6718148 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -6718335.000000 Penalty: 5366.183594
	Iteration 38Q: 3 clusters Score -6718335 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6718528.500000 Penalty: 5366.183594
	Iteration 39Q: 3 clusters Score -6718528 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -6718720.000000 Penalty: 5366.183594
	Iteration 40F: 3 clusters Score -6718720 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -6718929.500000 Penalty: 5366.183594
	Iteration 41Q: 3 clusters Score -6718930 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6719094.000000 Penalty: 5366.183594
	Iteration 42Q: 3 clusters Score -6719094 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6719283.500000 Penalty: 5366.183594
	Iteration 43Q: 3 clusters Score -6719284 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6719468.500000 Penalty: 5366.183594
	Iteration 44Q: 3 clusters Score -6719468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6719656.000000 Penalty: 5366.183594
	Iteration 45Q: 3 clusters Score -6719656 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6719816.500000 Penalty: 5366.183594
	Iteration 46Q: 3 clusters Score -6719816 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6719975.500000 Penalty: 5366.183594
	Iteration 47Q: 3 clusters Score -6719976 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -6720073.000000 Penalty: 5366.183594
	Iteration 48Q: 3 clusters Score -6720073 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6720207.000000 Penalty: 5366.183594
	Iteration 49Q: 3 clusters Score -6720207 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -6720292.000000 Penalty: 5366.183594
	Iteration 50Q: 3 clusters Score -6720292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -6720374.000000 Penalty: 5366.183594
	Iteration 51Q: 3 clusters Score -6720374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -6720432.000000 Penalty: 5366.183594
	Iteration 52Q: 3 clusters Score -6720432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6720469.000000 Penalty: 5366.183594
	Iteration 53Q: 3 clusters Score -6720469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -6720526.500000 Penalty: 5366.183594
	Iteration 54Q: 3 clusters Score -6720526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -6720562.500000 Penalty: 5366.183594
	Iteration 55Q: 3 clusters Score -6720562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6720594.000000 Penalty: 5366.183594
	Iteration 56Q: 3 clusters Score -6720594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6720618.000000 Penalty: 5366.183594
	Iteration 57Q: 3 clusters Score -6720618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6720627.000000 Penalty: 5366.183594
	Iteration 58Q: 3 clusters Score -6720627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6720665.000000 Penalty: 5366.183594
	Iteration 59Q: 3 clusters Score -6720665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6720677.500000 Penalty: 5366.183594
	Iteration 60F: 3 clusters Score -6720678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6720683.500000 Penalty: 5366.183594
	Iteration 61Q: 3 clusters Score -6720684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -6720687.500000 Penalty: 5366.183594
	Iteration 62Q: 3 clusters Score -6720688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -6720701.000000 Penalty: 5366.183594
	Iteration 63Q: 3 clusters Score -6720701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6720699.500000 Penalty: 5366.183594
	Iteration 64Q: 3 clusters Score -6720700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6720705.000000 Penalty: 5366.183594
	Iteration 65Q: 3 clusters Score -6720705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -6720716.000000 Penalty: 5366.183594
	Iteration 66Q: 3 clusters Score -6720716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6720732.000000 Penalty: 5366.183594
	Iteration 67Q: 3 clusters Score -6720732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6720745.000000 Penalty: 5366.183594
	Iteration 68Q: 3 clusters Score -6720745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -6720733.000000 Penalty: 5366.183594
	Iteration 69Q: 3 clusters Score -6720733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6720735.000000 Penalty: 5366.183594
	Iteration 70Q: 3 clusters Score -6720735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6720747.500000 Penalty: 5366.183594
	Iteration 71Q: 3 clusters Score -6720748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -6720758.000000 Penalty: 5366.183594
	Iteration 72Q: 3 clusters Score -6720758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6720760.500000 Penalty: 5366.183594
	Iteration 73Q: 3 clusters Score -6720760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6720769.000000 Penalty: 5366.183594
	Iteration 74Q: 3 clusters Score -6720769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6720764.000000 Penalty: 5366.183594
	Iteration 75Q: 3 clusters Score -6720764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6720762.000000 Penalty: 5366.183594
	Iteration 76Q: 3 clusters Score -6720762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -6720766.000000 Penalty: 5366.183594
	Iteration 77Q: 3 clusters Score -6720766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -6720766.500000 Penalty: 5366.183594
	Iteration 78Q: 3 clusters Score -6720766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -6720772.000000 Penalty: 5366.183594
	Iteration 79Q: 3 clusters Score -6720772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -6720783.500000 Penalty: 5366.183594
	Iteration 80F: 3 clusters Score -6720784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6720785.500000 Penalty: 5366.183594
	Iteration 81Q: 3 clusters Score -6720786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -6720789.000000 Penalty: 5366.183594
	Iteration 82Q: 3 clusters Score -6720789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -6720786.000000 Penalty: 5366.183594
	Iteration 83Q: 3 clusters Score -6720786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6720795.500000 Penalty: 5366.183594
	Iteration 84Q: 3 clusters Score -6720796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6720787.500000 Penalty: 5366.183594
	Iteration 85Q: 3 clusters Score -6720788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6720791.000000 Penalty: 5366.183594
	Iteration 86Q: 3 clusters Score -6720791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6720802.000000 Penalty: 5366.183594
	Iteration 87Q: 3 clusters Score -6720802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -6720800.000000 Penalty: 5366.183594
	Iteration 88Q: 3 clusters Score -6720800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -6720800.500000 Penalty: 5366.183594
	Iteration 89Q: 3 clusters Score -6720800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6720798.500000 Penalty: 5366.183594
	Iteration 90Q: 3 clusters Score -6720798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6720798.500000 Penalty: 5366.183594
	Iteration 91F: 3 clusters Score -6720798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Entering Unmasked Estep 
Score: -2703144.750000 Penalty: 2471.344971
	Iteration 0F: 2 clusters Score -2703145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2688246.250000 Penalty: 4942.689941
	Iteration 0F: 3 clusters Score -2688246 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2693461.750000 Penalty: 4942.689941
	Iteration 1F: 3 clusters Score -2693462 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2693993.250000 Penalty: 4942.689941
	Iteration 2F: 3 clusters Score -2693993 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2694583.750000 Penalty: 4942.689941
	Iteration 3F: 3 clusters Score -2694584 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2695299.750000 Penalty: 4942.689941
	Iteration 4F: 3 clusters Score -2695300 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2696138.000000 Penalty: 4942.689941
	Iteration 5F: 3 clusters Score -2696138 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2697039.750000 Penalty: 4942.689941
	Iteration 6F: 3 clusters Score -2697040 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2697932.500000 Penalty: 4942.689941
	Iteration 7F: 3 clusters Score -2697932 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2698723.750000 Penalty: 4942.689941
	Iteration 8F: 3 clusters Score -2698724 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2699340.000000 Penalty: 4942.689941
	Iteration 9Q: 3 clusters Score -2699340 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2699756.000000 Penalty: 4942.689941
	Iteration 10Q: 3 clusters Score -2699756 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2700060.000000 Penalty: 4942.689941
	Iteration 11Q: 3 clusters Score -2700060 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2700322.750000 Penalty: 4942.689941
	Iteration 12Q: 3 clusters Score -2700323 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2700565.000000 Penalty: 4942.689941
	Iteration 13Q: 3 clusters Score -2700565 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2700760.000000 Penalty: 4942.689941
	Iteration 14Q: 3 clusters Score -2700760 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2700918.500000 Penalty: 4942.689941
	Iteration 15Q: 3 clusters Score -2700918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2701072.500000 Penalty: 4942.689941
	Iteration 16Q: 3 clusters Score -2701072 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2701170.500000 Penalty: 4942.689941
	Iteration 17Q: 3 clusters Score -2701170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2701240.750000 Penalty: 4942.689941
	Iteration 18Q: 3 clusters Score -2701241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2701294.750000 Penalty: 4942.689941
	Iteration 19Q: 3 clusters Score -2701295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2701347.750000 Penalty: 4942.689941
	Iteration 20F: 3 clusters Score -2701348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2701383.250000 Penalty: 4942.689941
	Iteration 21Q: 3 clusters Score -2701383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2701420.750000 Penalty: 4942.689941
	Iteration 22Q: 3 clusters Score -2701421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2701460.000000 Penalty: 4942.689941
	Iteration 23Q: 3 clusters Score -2701460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2701474.750000 Penalty: 4942.689941
	Iteration 24Q: 3 clusters Score -2701475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2701488.750000 Penalty: 4942.689941
	Iteration 25Q: 3 clusters Score -2701489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2701503.000000 Penalty: 4942.689941
	Iteration 26Q: 3 clusters Score -2701503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2701508.500000 Penalty: 4942.689941
	Iteration 27Q: 3 clusters Score -2701508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2701530.250000 Penalty: 4942.689941
	Iteration 28Q: 3 clusters Score -2701530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2701540.000000 Penalty: 4942.689941
	Iteration 29Q: 3 clusters Score -2701540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2701553.750000 Penalty: 4942.689941
	Iteration 30Q: 3 clusters Score -2701554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2701564.750000 Penalty: 4942.689941
	Iteration 31Q: 3 clusters Score -2701565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2701578.500000 Penalty: 4942.689941
	Iteration 32Q: 3 clusters Score -2701578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2701588.750000 Penalty: 4942.689941
	Iteration 33Q: 3 clusters Score -2701589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2701591.500000 Penalty: 4942.689941
	Iteration 34Q: 3 clusters Score -2701592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2701600.250000 Penalty: 4942.689941
	Iteration 35Q: 3 clusters Score -2701600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2701606.750000 Penalty: 4942.689941
	Iteration 36Q: 3 clusters Score -2701607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2701619.750000 Penalty: 4942.689941
	Iteration 37Q: 3 clusters Score -2701620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2701624.750000 Penalty: 4942.689941
	Iteration 38Q: 3 clusters Score -2701625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2701630.250000 Penalty: 4942.689941
	Iteration 39Q: 3 clusters Score -2701630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2701643.000000 Penalty: 4942.689941
	Iteration 40F: 3 clusters Score -2701643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2701653.250000 Penalty: 4942.689941
	Iteration 41Q: 3 clusters Score -2701653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2701667.750000 Penalty: 4942.689941
	Iteration 42Q: 3 clusters Score -2701668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2701679.750000 Penalty: 4942.689941
	Iteration 43Q: 3 clusters Score -2701680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2701686.750000 Penalty: 4942.689941
	Iteration 44Q: 3 clusters Score -2701687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2701692.000000 Penalty: 4942.689941
	Iteration 45Q: 3 clusters Score -2701692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2701697.500000 Penalty: 4942.689941
	Iteration 46Q: 3 clusters Score -2701698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2701697.500000 Penalty: 4942.689941
	Iteration 47Q: 3 clusters Score -2701698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2701704.500000 Penalty: 4942.689941
	Iteration 48Q: 3 clusters Score -2701704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2701704.500000 Penalty: 4942.689941
	Iteration 49F: 3 clusters Score -2701704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -327110.031250 Penalty: 1939.468994
	Iteration 0F: 2 clusters Score -327110 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 1242 members 
Entering Unmasked Estep 
Score: -324146.312500 Penalty: 3878.937988
	Iteration 0F: 3 clusters Score -324146.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324718.843750 Penalty: 3878.937988
	Iteration 1F: 3 clusters Score -324718.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324849.250000 Penalty: 3878.937988
	Iteration 2F: 3 clusters Score -324849.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324912.843750 Penalty: 3878.937988
	Iteration 3Q: 3 clusters Score -324912.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -324962.781250 Penalty: 3878.937988
	Iteration 4Q: 3 clusters Score -324962.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -324990.125000 Penalty: 3878.937988
	Iteration 5Q: 3 clusters Score -324990.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -325011.562500 Penalty: 3878.937988
	Iteration 6Q: 3 clusters Score -325011.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -325033.718750 Penalty: 3878.937988
	Iteration 7Q: 3 clusters Score -325033.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -325049.656250 Penalty: 3878.937988
	Iteration 8Q: 3 clusters Score -325049.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325064.562500 Penalty: 3878.937988
	Iteration 9Q: 3 clusters Score -325064.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325072.750000 Penalty: 3878.937988
	Iteration 10Q: 3 clusters Score -325072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325084.125000 Penalty: 3878.937988
	Iteration 11Q: 3 clusters Score -325084.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325094.218750 Penalty: 3878.937988
	Iteration 12Q: 3 clusters Score -325094.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325104.031250 Penalty: 3878.937988
	Iteration 13Q: 3 clusters Score -325104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325115.875000 Penalty: 3878.937988
	Iteration 14Q: 3 clusters Score -325115.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325125.906250 Penalty: 3878.937988
	Iteration 15Q: 3 clusters Score -325125.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -325135.687500 Penalty: 3878.937988
	Iteration 16Q: 3 clusters Score -325135.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325146.125000 Penalty: 3878.937988
	Iteration 17Q: 3 clusters Score -325146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325152.625000 Penalty: 3878.937988
	Iteration 18Q: 3 clusters Score -325152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -325158.437500 Penalty: 3878.937988
	Iteration 19Q: 3 clusters Score -325158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -325161.250000 Penalty: 3878.937988
	Iteration 20F: 3 clusters Score -325161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325161.500000 Penalty: 3878.937988
	Iteration 21Q: 3 clusters Score -325161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325162.312500 Penalty: 3878.937988
	Iteration 22Q: 3 clusters Score -325162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -325163.718750 Penalty: 3878.937988
	Iteration 23Q: 3 clusters Score -325163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325165.375000 Penalty: 3878.937988
	Iteration 24Q: 3 clusters Score -325165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325166.093750 Penalty: 3878.937988
	Iteration 25Q: 3 clusters Score -325166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -325166.875000 Penalty: 3878.937988
	Iteration 26Q: 3 clusters Score -325166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325168.375000 Penalty: 3878.937988
	Iteration 27Q: 3 clusters Score -325168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325169.312500 Penalty: 3878.937988
	Iteration 28Q: 3 clusters Score -325169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325169.312500 Penalty: 3878.937988
	Iteration 29F: 3 clusters Score -325169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (183134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Entering Unmasked Estep 
Score: -24328452.000000 Penalty: 3005.257324
	Iteration 0F: 2 clusters Score -2.432845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -24208426.000000 Penalty: 6010.514648
	Iteration 0F: 3 clusters Score -2.420843e+07 nChanged 88038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -24260310.000000 Penalty: 6010.514648
	Iteration 1F: 3 clusters Score -2.426031e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -24261794.000000 Penalty: 6010.514648
	Iteration 2Q: 3 clusters Score -2.426179e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -24263736.000000 Penalty: 6010.514648
	Iteration 3Q: 3 clusters Score -2.426374e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -24267018.000000 Penalty: 6010.514648
	Iteration 4Q: 3 clusters Score -2.426702e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -24272016.000000 Penalty: 6010.514648
	Iteration 5F: 3 clusters Score -2.427202e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102255 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -24278596.000000 Penalty: 6010.514648
	Iteration 6F: 3 clusters Score -2.42786e+07 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -24287904.000000 Penalty: 6010.514648
	Iteration 7F: 3 clusters Score -2.42879e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -24297372.000000 Penalty: 6010.514648
	Iteration 8F: 3 clusters Score -2.429737e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -24303714.000000 Penalty: 6010.514648
	Iteration 9F: 3 clusters Score -2.430371e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117705 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -24306594.000000 Penalty: 6010.514648
	Iteration 10Q: 3 clusters Score -2.430659e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -24307850.000000 Penalty: 6010.514648
	Iteration 11Q: 3 clusters Score -2.430785e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -24308706.000000 Penalty: 6010.514648
	Iteration 12Q: 3 clusters Score -2.430871e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125366 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -24309476.000000 Penalty: 6010.514648
	Iteration 13Q: 3 clusters Score -2.430948e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -24310052.000000 Penalty: 6010.514648
	Iteration 14Q: 3 clusters Score -2.431005e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -24311014.000000 Penalty: 6010.514648
	Iteration 15Q: 3 clusters Score -2.431101e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -24311820.000000 Penalty: 6010.514648
	Iteration 16Q: 3 clusters Score -2.431182e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -24312722.000000 Penalty: 6010.514648
	Iteration 17Q: 3 clusters Score -2.431272e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139646 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -24313772.000000 Penalty: 6010.514648
	Iteration 18Q: 3 clusters Score -2.431377e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -24314746.000000 Penalty: 6010.514648
	Iteration 19Q: 3 clusters Score -2.431475e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -24316014.000000 Penalty: 6010.514648
	Iteration 20F: 3 clusters Score -2.431601e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148825 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -24317034.000000 Penalty: 6010.514648
	Iteration 21Q: 3 clusters Score -2.431703e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -24318078.000000 Penalty: 6010.514648
	Iteration 22Q: 3 clusters Score -2.431808e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -24319062.000000 Penalty: 6010.514648
	Iteration 23Q: 3 clusters Score -2.431906e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -24320208.000000 Penalty: 6010.514648
	Iteration 24Q: 3 clusters Score -2.432021e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161043 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -24321412.000000 Penalty: 6010.514648
	Iteration 25Q: 3 clusters Score -2.432141e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -24322364.000000 Penalty: 6010.514648
	Iteration 26Q: 3 clusters Score -2.432236e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166396 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -24323206.000000 Penalty: 6010.514648
	Iteration 27Q: 3 clusters Score -2.432321e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -24323968.000000 Penalty: 6010.514648
	Iteration 28Q: 3 clusters Score -2.432397e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -24324594.000000 Penalty: 6010.514648
	Iteration 29Q: 3 clusters Score -2.432459e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -24325202.000000 Penalty: 6010.514648
	Iteration 30Q: 3 clusters Score -2.43252e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173970 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -24325406.000000 Penalty: 6010.514648
	Iteration 31Q: 3 clusters Score -2.432541e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -24325766.000000 Penalty: 6010.514648
	Iteration 32Q: 3 clusters Score -2.432577e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -24326094.000000 Penalty: 6010.514648
	Iteration 33Q: 3 clusters Score -2.432609e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177242 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -24326176.000000 Penalty: 6010.514648
	Iteration 34Q: 3 clusters Score -2.432618e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -24326278.000000 Penalty: 6010.514648
	Iteration 35Q: 3 clusters Score -2.432628e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -24326260.000000 Penalty: 6010.514648
	Iteration 36Q: 3 clusters Score -2.432626e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -24326420.000000 Penalty: 6010.514648
	Iteration 37Q: 3 clusters Score -2.432642e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -24326550.000000 Penalty: 6010.514648
	Iteration 38Q: 3 clusters Score -2.432655e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179863 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -24326498.000000 Penalty: 6010.514648
	Iteration 39Q: 3 clusters Score -2.43265e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180145 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -24326560.000000 Penalty: 6010.514648
	Iteration 40F: 3 clusters Score -2.432656e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180392 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -24326624.000000 Penalty: 6010.514648
	Iteration 41Q: 3 clusters Score -2.432662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -24326626.000000 Penalty: 6010.514648
	Iteration 42Q: 3 clusters Score -2.432663e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24326612.000000 Penalty: 6010.514648
	Iteration 43Q: 3 clusters Score -2.432661e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -24326632.000000 Penalty: 6010.514648
	Iteration 44Q: 3 clusters Score -2.432663e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180916 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -24326664.000000 Penalty: 6010.514648
	Iteration 45Q: 3 clusters Score -2.432666e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24326690.000000 Penalty: 6010.514648
	Iteration 46Q: 3 clusters Score -2.432669e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24326654.000000 Penalty: 6010.514648
	Iteration 47Q: 3 clusters Score -2.432665e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24326672.000000 Penalty: 6010.514648
	Iteration 48Q: 3 clusters Score -2.432667e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24326666.000000 Penalty: 6010.514648
	Iteration 49Q: 3 clusters Score -2.432667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24326676.000000 Penalty: 6010.514648
	Iteration 50Q: 3 clusters Score -2.432668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -24326620.000000 Penalty: 6010.514648
	Iteration 51Q: 3 clusters Score -2.432662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181296 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24326582.000000 Penalty: 6010.514648
	Iteration 52Q: 3 clusters Score -2.432658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181333 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24326606.000000 Penalty: 6010.514648
	Iteration 53Q: 3 clusters Score -2.432661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24326588.000000 Penalty: 6010.514648
	Iteration 54Q: 3 clusters Score -2.432659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181400 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -24326560.000000 Penalty: 6010.514648
	Iteration 55Q: 3 clusters Score -2.432656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181434 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24326572.000000 Penalty: 6010.514648
	Iteration 56Q: 3 clusters Score -2.432657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -24326580.000000 Penalty: 6010.514648
	Iteration 57Q: 3 clusters Score -2.432658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181489 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24326550.000000 Penalty: 6010.514648
	Iteration 58Q: 3 clusters Score -2.432655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181507 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -24326558.000000 Penalty: 6010.514648
	Iteration 59Q: 3 clusters Score -2.432656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24326542.000000 Penalty: 6010.514648
	Iteration 60F: 3 clusters Score -2.432654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -24326532.000000 Penalty: 6010.514648
	Iteration 61Q: 3 clusters Score -2.432653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181549 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24326514.000000 Penalty: 6010.514648
	Iteration 62Q: 3 clusters Score -2.432651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181555 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -24326508.000000 Penalty: 6010.514648
	Iteration 63Q: 3 clusters Score -2.432651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181561 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -24326534.000000 Penalty: 6010.514648
	Iteration 64Q: 3 clusters Score -2.432653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181572 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -24326522.000000 Penalty: 6010.514648
	Iteration 65Q: 3 clusters Score -2.432652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181579 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -24326522.000000 Penalty: 6010.514648
	Iteration 66Q: 3 clusters Score -2.432652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181585 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24326538.000000 Penalty: 6010.514648
	Iteration 67Q: 3 clusters Score -2.432654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181592 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24326540.000000 Penalty: 6010.514648
	Iteration 68Q: 3 clusters Score -2.432654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -24326538.000000 Penalty: 6010.514648
	Iteration 69Q: 3 clusters Score -2.432654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181603 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24326542.000000 Penalty: 6010.514648
	Iteration 70Q: 3 clusters Score -2.432654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24326552.000000 Penalty: 6010.514648
	Iteration 71Q: 3 clusters Score -2.432655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181612 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -24326556.000000 Penalty: 6010.514648
	Iteration 72Q: 3 clusters Score -2.432656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181616 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24326542.000000 Penalty: 6010.514648
	Iteration 73Q: 3 clusters Score -2.432654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181621 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24326540.000000 Penalty: 6010.514648
	Iteration 74Q: 3 clusters Score -2.432654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -24326544.000000 Penalty: 6010.514648
	Iteration 75Q: 3 clusters Score -2.432654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -24326538.000000 Penalty: 6010.514648
	Iteration 76Q: 3 clusters Score -2.432654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181625 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24326546.000000 Penalty: 6010.514648
	Iteration 77Q: 3 clusters Score -2.432655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181629 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24326562.000000 Penalty: 6010.514648
	Iteration 78Q: 3 clusters Score -2.432656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181636 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -24326544.000000 Penalty: 6010.514648
	Iteration 79Q: 3 clusters Score -2.432654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24326528.000000 Penalty: 6010.514648
	Iteration 80F: 3 clusters Score -2.432653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181646 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24326530.000000 Penalty: 6010.514648
	Iteration 81Q: 3 clusters Score -2.432653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -24326538.000000 Penalty: 6010.514648
	Iteration 82Q: 3 clusters Score -2.432654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181653 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24326540.000000 Penalty: 6010.514648
	Iteration 83Q: 3 clusters Score -2.432654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -24326554.000000 Penalty: 6010.514648
	Iteration 84Q: 3 clusters Score -2.432655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181656 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -24326548.000000 Penalty: 6010.514648
	Iteration 85Q: 3 clusters Score -2.432655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181656 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -24326548.000000 Penalty: 6010.514648
	Iteration 86F: 3 clusters Score -2.432655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156454 members 
Mstep: Class 4 contains 122442 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 47629 members 
Mstep: Class 7 contains 179670 members 
Mstep: Class 8 contains 36944 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54571 members 
Mstep: Class 11 contains 43670 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100731 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 183134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135269200.000000 Penalty: 72127.992188
Iteration 159Q: 22 clusters Score -1.352692e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156512 members 
Mstep: Class 4 contains 122491 members 
Mstep: Class 5 contains 25414 members 
Mstep: Class 6 contains 47619 members 
Mstep: Class 7 contains 179711 members 
Mstep: Class 8 contains 36922 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54581 members 
Mstep: Class 11 contains 43653 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100671 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 20 contains 21278 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 183076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268944.000000 Penalty: 72127.992188
Iteration 160F: 22 clusters Score -1.352689e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156563 members 
Mstep: Class 4 contains 122544 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 47609 members 
Mstep: Class 7 contains 179721 members 
Mstep: Class 8 contains 36906 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54594 members 
Mstep: Class 11 contains 43637 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100632 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 183015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 22 clusters Score -1.35269e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156620 members 
Mstep: Class 4 contains 122604 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 47596 members 
Mstep: Class 7 contains 179748 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54602 members 
Mstep: Class 11 contains 43624 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100612 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 20 contains 21286 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182942 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 22 clusters Score -1.352691e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156670 members 
Mstep: Class 4 contains 122647 members 
Mstep: Class 5 contains 25417 members 
Mstep: Class 6 contains 47587 members 
Mstep: Class 7 contains 179784 members 
Mstep: Class 8 contains 36892 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54606 members 
Mstep: Class 11 contains 43626 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 100600 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49925 members 
Mstep: Class 20 contains 21283 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182836 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 22 clusters Score -1.352689e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156713 members 
Mstep: Class 4 contains 122682 members 
Mstep: Class 5 contains 25421 members 
Mstep: Class 6 contains 47576 members 
Mstep: Class 7 contains 179839 members 
Mstep: Class 8 contains 36883 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 43625 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 100584 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49929 members 
Mstep: Class 20 contains 21278 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182729 members 
Entering Unmasked Estep 
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Iteration 164Q: 22 clusters Score -1.352689e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156743 members 
Mstep: Class 4 contains 122713 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 47568 members 
Mstep: Class 7 contains 179888 members 
Mstep: Class 8 contains 36872 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 43629 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 100573 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49939 members 
Mstep: Class 20 contains 21279 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182632 members 
Entering Unmasked Estep 
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Iteration 165Q: 22 clusters Score -1.352689e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156775 members 
Mstep: Class 4 contains 122744 members 
Mstep: Class 5 contains 25418 members 
Mstep: Class 6 contains 47555 members 
Mstep: Class 7 contains 179927 members 
Mstep: Class 8 contains 36866 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54624 members 
Mstep: Class 11 contains 43622 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100567 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49943 members 
Mstep: Class 20 contains 21284 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182548 members 
Entering Unmasked Estep 
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Iteration 166Q: 22 clusters Score -1.352691e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156818 members 
Mstep: Class 4 contains 122772 members 
Mstep: Class 5 contains 25415 members 
Mstep: Class 6 contains 47531 members 
Mstep: Class 7 contains 179977 members 
Mstep: Class 8 contains 36869 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54624 members 
Mstep: Class 11 contains 43615 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100556 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49938 members 
Mstep: Class 20 contains 21285 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182473 members 
Entering Unmasked Estep 
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Iteration 167Q: 22 clusters Score -1.352688e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156868 members 
Mstep: Class 4 contains 122805 members 
Mstep: Class 5 contains 25416 members 
Mstep: Class 6 contains 47522 members 
Mstep: Class 7 contains 180003 members 
Mstep: Class 8 contains 36864 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54627 members 
Mstep: Class 11 contains 43607 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100524 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49935 members 
Mstep: Class 20 contains 21285 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182418 members 
Entering Unmasked Estep 
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Iteration 168Q: 22 clusters Score -1.352688e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156887 members 
Mstep: Class 4 contains 122842 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 47517 members 
Mstep: Class 7 contains 180033 members 
Mstep: Class 8 contains 36857 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54636 members 
Mstep: Class 11 contains 43605 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 100504 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49941 members 
Mstep: Class 20 contains 21285 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182355 members 
Entering Unmasked Estep 
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Iteration 169Q: 22 clusters Score -1.352689e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156917 members 
Mstep: Class 4 contains 122868 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47506 members 
Mstep: Class 7 contains 180057 members 
Mstep: Class 8 contains 36856 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54645 members 
Mstep: Class 11 contains 43600 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 100475 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49941 members 
Mstep: Class 20 contains 21287 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182314 members 
Entering Unmasked Estep 
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Iteration 170Q: 22 clusters Score -1.352689e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156953 members 
Mstep: Class 4 contains 122889 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47499 members 
Mstep: Class 7 contains 180094 members 
Mstep: Class 8 contains 36854 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54651 members 
Mstep: Class 11 contains 43589 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 100449 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49926 members 
Mstep: Class 20 contains 21287 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182277 members 
Entering Unmasked Estep 
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Iteration 171Q: 22 clusters Score -1.35269e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156971 members 
Mstep: Class 4 contains 122905 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47496 members 
Mstep: Class 7 contains 180104 members 
Mstep: Class 8 contains 36856 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54655 members 
Mstep: Class 11 contains 43585 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100432 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49927 members 
Mstep: Class 20 contains 21287 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182251 members 
Entering Unmasked Estep 
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Iteration 172Q: 22 clusters Score -1.352691e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 156999 members 
Mstep: Class 4 contains 122916 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47493 members 
Mstep: Class 7 contains 180125 members 
Mstep: Class 8 contains 36848 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 54664 members 
Mstep: Class 11 contains 43586 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100416 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49922 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182212 members 
Entering Unmasked Estep 
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Iteration 173Q: 22 clusters Score -1.35269e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157022 members 
Mstep: Class 4 contains 122936 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 47484 members 
Mstep: Class 7 contains 180144 members 
Mstep: Class 8 contains 36845 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54668 members 
Mstep: Class 11 contains 43589 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100400 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49917 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182174 members 
Entering Unmasked Estep 
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Iteration 174Q: 22 clusters Score -1.35269e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157039 members 
Mstep: Class 4 contains 122947 members 
Mstep: Class 5 contains 25413 members 
Mstep: Class 6 contains 47478 members 
Mstep: Class 7 contains 180157 members 
Mstep: Class 8 contains 36841 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100388 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49912 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 182160 members 
Entering Unmasked Estep 
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Iteration 175Q: 22 clusters Score -1.352689e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157059 members 
Mstep: Class 4 contains 122954 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47467 members 
Mstep: Class 7 contains 180167 members 
Mstep: Class 8 contains 36837 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54671 members 
Mstep: Class 11 contains 43586 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100377 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49907 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182153 members 
Entering Unmasked Estep 
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Iteration 176Q: 22 clusters Score -1.35269e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157071 members 
Mstep: Class 4 contains 122959 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 47463 members 
Mstep: Class 7 contains 180170 members 
Mstep: Class 8 contains 36832 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43586 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100367 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49905 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182156 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -1.35269e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157086 members 
Mstep: Class 4 contains 122967 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47461 members 
Mstep: Class 7 contains 180168 members 
Mstep: Class 8 contains 36825 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54671 members 
Mstep: Class 11 contains 43586 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100357 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49903 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182152 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -1.352689e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157099 members 
Mstep: Class 4 contains 122983 members 
Mstep: Class 5 contains 25404 members 
Mstep: Class 6 contains 47456 members 
Mstep: Class 7 contains 180176 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43582 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 100346 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49903 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182149 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -1.352689e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157109 members 
Mstep: Class 4 contains 122991 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47450 members 
Mstep: Class 7 contains 180179 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54672 members 
Mstep: Class 11 contains 43579 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100340 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49903 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182138 members 
Entering Unmasked Estep 
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Iteration 180F: 22 clusters Score -1.352688e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157121 members 
Mstep: Class 4 contains 123006 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47450 members 
Mstep: Class 7 contains 180175 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54672 members 
Mstep: Class 11 contains 43576 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100335 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49904 members 
Mstep: Class 20 contains 21293 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182117 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -1.352689e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157131 members 
Mstep: Class 4 contains 123021 members 
Mstep: Class 5 contains 25412 members 
Mstep: Class 6 contains 47451 members 
Mstep: Class 7 contains 180181 members 
Mstep: Class 8 contains 36814 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54671 members 
Mstep: Class 11 contains 43576 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100329 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49904 members 
Mstep: Class 20 contains 21292 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182092 members 
Entering Unmasked Estep 
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Iteration 182Q: 22 clusters Score -1.352688e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157144 members 
Mstep: Class 4 contains 123033 members 
Mstep: Class 5 contains 25412 members 
Mstep: Class 6 contains 47448 members 
Mstep: Class 7 contains 180185 members 
Mstep: Class 8 contains 36815 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54669 members 
Mstep: Class 11 contains 43579 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100319 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49902 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 182076 members 
Entering Unmasked Estep 
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Iteration 183Q: 22 clusters Score -1.352688e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157159 members 
Mstep: Class 4 contains 123035 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47451 members 
Mstep: Class 7 contains 180182 members 
Mstep: Class 8 contains 36811 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43582 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100315 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49905 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 182062 members 
Entering Unmasked Estep 
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Iteration 184Q: 22 clusters Score -1.352688e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157176 members 
Mstep: Class 4 contains 123041 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47451 members 
Mstep: Class 7 contains 180178 members 
Mstep: Class 8 contains 36804 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100309 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49906 members 
Mstep: Class 20 contains 21288 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 182054 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -1.352688e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157190 members 
Mstep: Class 4 contains 123047 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47449 members 
Mstep: Class 7 contains 180169 members 
Mstep: Class 8 contains 36803 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54671 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100306 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49908 members 
Mstep: Class 20 contains 21288 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182046 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -1.352689e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157201 members 
Mstep: Class 4 contains 123060 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47448 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36804 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 43585 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100303 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49903 members 
Mstep: Class 20 contains 21288 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 182033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268800.000000 Penalty: 72127.992188
Iteration 187Q: 22 clusters Score -1.352688e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157219 members 
Mstep: Class 4 contains 123070 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47444 members 
Mstep: Class 7 contains 180157 members 
Mstep: Class 8 contains 36807 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 43583 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100305 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49901 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268896.000000 Penalty: 72127.992188
Iteration 188Q: 22 clusters Score -1.352689e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157230 members 
Mstep: Class 4 contains 123078 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47442 members 
Mstep: Class 7 contains 180159 members 
Mstep: Class 8 contains 36809 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54671 members 
Mstep: Class 11 contains 43582 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100302 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49900 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268832.000000 Penalty: 72127.992188
Iteration 189Q: 22 clusters Score -1.352688e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157234 members 
Mstep: Class 4 contains 123090 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47437 members 
Mstep: Class 7 contains 180166 members 
Mstep: Class 8 contains 36812 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54668 members 
Mstep: Class 11 contains 43581 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100301 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49901 members 
Mstep: Class 20 contains 21288 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268816.000000 Penalty: 72127.992188
Iteration 190Q: 22 clusters Score -1.352688e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157242 members 
Mstep: Class 4 contains 123098 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47435 members 
Mstep: Class 7 contains 180169 members 
Mstep: Class 8 contains 36814 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54668 members 
Mstep: Class 11 contains 43577 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100302 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268880.000000 Penalty: 72127.992188
Iteration 191Q: 22 clusters Score -1.352689e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157245 members 
Mstep: Class 4 contains 123106 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47431 members 
Mstep: Class 7 contains 180169 members 
Mstep: Class 8 contains 36813 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54669 members 
Mstep: Class 11 contains 43571 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100298 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21291 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268864.000000 Penalty: 72127.992188
Iteration 192Q: 22 clusters Score -1.352689e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157248 members 
Mstep: Class 4 contains 123110 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47425 members 
Mstep: Class 7 contains 180166 members 
Mstep: Class 8 contains 36813 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43566 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100299 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49895 members 
Mstep: Class 20 contains 21292 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268880.000000 Penalty: 72127.992188
Iteration 193Q: 22 clusters Score -1.352689e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157251 members 
Mstep: Class 4 contains 123117 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 47421 members 
Mstep: Class 7 contains 180168 members 
Mstep: Class 8 contains 36813 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100297 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 20 contains 21292 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268912.000000 Penalty: 72127.992188
Iteration 194Q: 22 clusters Score -1.352689e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157251 members 
Mstep: Class 4 contains 123120 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47418 members 
Mstep: Class 7 contains 180168 members 
Mstep: Class 8 contains 36812 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54668 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100289 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 20 contains 21293 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268912.000000 Penalty: 72127.992188
Iteration 195Q: 22 clusters Score -1.352689e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157255 members 
Mstep: Class 4 contains 123119 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47416 members 
Mstep: Class 7 contains 180160 members 
Mstep: Class 8 contains 36815 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54666 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100284 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268928.000000 Penalty: 72127.992188
Iteration 196Q: 22 clusters Score -1.352689e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157256 members 
Mstep: Class 4 contains 123119 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47415 members 
Mstep: Class 7 contains 180159 members 
Mstep: Class 8 contains 36816 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54666 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100282 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268880.000000 Penalty: 72127.992188
Iteration 197Q: 22 clusters Score -1.352689e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157260 members 
Mstep: Class 4 contains 123120 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47414 members 
Mstep: Class 7 contains 180157 members 
Mstep: Class 8 contains 36818 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54665 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100282 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268880.000000 Penalty: 72127.992188
Iteration 198Q: 22 clusters Score -1.352689e+08 nChanged 21
Entering ConstructFrom: 
Score: -135268880.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -453898.718750 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -453898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -450260.562500 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -450260.6 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -451005.656250 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -451005.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -451206.718750 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -451206.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -451329.125000 Penalty: 4058.410645
	Iteration 3Q: 3 clusters Score -451329.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -451420.906250 Penalty: 4058.410645
	Iteration 4Q: 3 clusters Score -451420.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -451513.812500 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -451513.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -451583.031250 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -451583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -451637.718750 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -451637.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -451683.531250 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -451683.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -451716.093750 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -451716.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -451743.968750 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -451744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -451768.656250 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -451768.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -451804.093750 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -451804.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -451831.531250 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -451831.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -451851.218750 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -451851.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451868.750000 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -451868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -451882.250000 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -451882.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -451889.968750 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -451890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -451898.750000 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -451898.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -451908.718750 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -451908.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -451920.906250 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -451920.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -451934.468750 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -451934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -451953.312500 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -451953.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -451967.093750 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -451967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -451981.312500 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -451981.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -451997.000000 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -451997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -452010.718750 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -452010.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -452020.375000 Penalty: 4058.410645
	Iteration 27Q: 3 clusters Score -452020.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -452029.125000 Penalty: 4058.410645
	Iteration 28Q: 3 clusters Score -452029.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -452039.625000 Penalty: 4058.410645
	Iteration 29Q: 3 clusters Score -452039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -452045.125000 Penalty: 4058.410645
	Iteration 30Q: 3 clusters Score -452045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -452048.906250 Penalty: 4058.410645
	Iteration 31Q: 3 clusters Score -452048.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -452056.437500 Penalty: 4058.410645
	Iteration 32Q: 3 clusters Score -452056.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -452064.593750 Penalty: 4058.410645
	Iteration 33Q: 3 clusters Score -452064.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -452072.406250 Penalty: 4058.410645
	Iteration 34Q: 3 clusters Score -452072.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -452083.906250 Penalty: 4058.410645
	Iteration 35Q: 3 clusters Score -452083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -452092.406250 Penalty: 4058.410645
	Iteration 36Q: 3 clusters Score -452092.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -452100.406250 Penalty: 4058.410645
	Iteration 37Q: 3 clusters Score -452100.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -452105.593750 Penalty: 4058.410645
	Iteration 38Q: 3 clusters Score -452105.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -452110.531250 Penalty: 4058.410645
	Iteration 39Q: 3 clusters Score -452110.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -452114.312500 Penalty: 4058.410645
	Iteration 40F: 3 clusters Score -452114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -452119.218750 Penalty: 4058.410645
	Iteration 41Q: 3 clusters Score -452119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -452123.062500 Penalty: 4058.410645
	Iteration 42Q: 3 clusters Score -452123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -452128.218750 Penalty: 4058.410645
	Iteration 43Q: 3 clusters Score -452128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -452136.937500 Penalty: 4058.410645
	Iteration 44Q: 3 clusters Score -452136.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -452145.062500 Penalty: 4058.410645
	Iteration 45Q: 3 clusters Score -452145.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -452151.781250 Penalty: 4058.410645
	Iteration 46Q: 3 clusters Score -452151.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -452159.093750 Penalty: 4058.410645
	Iteration 47Q: 3 clusters Score -452159.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -452162.156250 Penalty: 4058.410645
	Iteration 48Q: 3 clusters Score -452162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -452164.906250 Penalty: 4058.410645
	Iteration 49Q: 3 clusters Score -452164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -452168.093750 Penalty: 4058.410645
	Iteration 50Q: 3 clusters Score -452168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -452169.375000 Penalty: 4058.410645
	Iteration 51Q: 3 clusters Score -452169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -452170.375000 Penalty: 4058.410645
	Iteration 52Q: 3 clusters Score -452170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -452171.656250 Penalty: 4058.410645
	Iteration 53Q: 3 clusters Score -452171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -452172.593750 Penalty: 4058.410645
	Iteration 54Q: 3 clusters Score -452172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -452174.093750 Penalty: 4058.410645
	Iteration 55Q: 3 clusters Score -452174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -452177.531250 Penalty: 4058.410645
	Iteration 56Q: 3 clusters Score -452177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -452178.906250 Penalty: 4058.410645
	Iteration 57Q: 3 clusters Score -452178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -452180.343750 Penalty: 4058.410645
	Iteration 58Q: 3 clusters Score -452180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -452182.875000 Penalty: 4058.410645
	Iteration 59Q: 3 clusters Score -452182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -452185.312500 Penalty: 4058.410645
	Iteration 60F: 3 clusters Score -452185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -452186.468750 Penalty: 4058.410645
	Iteration 61Q: 3 clusters Score -452186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -452187.375000 Penalty: 4058.410645
	Iteration 62Q: 3 clusters Score -452187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -452191.093750 Penalty: 4058.410645
	Iteration 63Q: 3 clusters Score -452191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -452193.500000 Penalty: 4058.410645
	Iteration 64Q: 3 clusters Score -452193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -452195.375000 Penalty: 4058.410645
	Iteration 65Q: 3 clusters Score -452195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -452196.656250 Penalty: 4058.410645
	Iteration 66Q: 3 clusters Score -452196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -452198.906250 Penalty: 4058.410645
	Iteration 67Q: 3 clusters Score -452198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -452199.312500 Penalty: 4058.410645
	Iteration 68Q: 3 clusters Score -452199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -452201.906250 Penalty: 4058.410645
	Iteration 69Q: 3 clusters Score -452201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -452203.281250 Penalty: 4058.410645
	Iteration 70Q: 3 clusters Score -452203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -452202.937500 Penalty: 4058.410645
	Iteration 71Q: 3 clusters Score -452202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -452203.437500 Penalty: 4058.410645
	Iteration 72Q: 3 clusters Score -452203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -452203.437500 Penalty: 4058.410645
	Iteration 73F: 3 clusters Score -452203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -84159.710938 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -84159.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82535.250000 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -82535.25 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83016.875000 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -83016.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83156.101562 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -83156.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83238.015625 Penalty: 3277.568359
	Iteration 3Q: 3 clusters Score -83238.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83330.671875 Penalty: 3277.568359
	Iteration 4Q: 3 clusters Score -83330.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83480.765625 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -83480.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83631.140625 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -83631.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83808.617188 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -83808.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83985.406250 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -83985.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84105.328125 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -84105.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84417.882812 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -84417.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84487.765625 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -84487.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84546.835938 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -84546.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84612.492188 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -84612.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84650.195312 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -84650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84674.406250 Penalty: 3277.568359
	Iteration 15Q: 3 clusters Score -84674.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84738.500000 Penalty: 3277.568359
	Iteration 16Q: 3 clusters Score -84738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84931.781250 Penalty: 3277.568359
	Iteration 17Q: 3 clusters Score -84931.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84977.234375 Penalty: 3277.568359
	Iteration 18Q: 3 clusters Score -84977.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84983.007812 Penalty: 3277.568359
	Iteration 19Q: 3 clusters Score -84983.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84992.046875 Penalty: 3277.568359
	Iteration 20F: 3 clusters Score -84992.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -84995.765625 Penalty: 3277.568359
	Iteration 21Q: 3 clusters Score -84995.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -84995.765625 Penalty: 3277.568359
	Iteration 22F: 3 clusters Score -84995.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 234 members 
Mstep: Class 3 contains 157265 members 
Mstep: Class 4 contains 123120 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47410 members 
Mstep: Class 7 contains 180155 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54663 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100284 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181992 members 
Entering Unmasked Estep 
Score: -135267920.000000 Penalty: 75562.656250
Splitting cluster 2 changes total score from -135268880.000000 to -135267920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (157265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Entering Unmasked Estep 
Score: -20958440.000000 Penalty: 2967.490479
	Iteration 0F: 2 clusters Score -2.095844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -20858026.000000 Penalty: 5934.980957
	Iteration 0F: 3 clusters Score -2.085803e+07 nChanged 75348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -20902262.000000 Penalty: 5934.980957
	Iteration 1F: 3 clusters Score -2.090226e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -20903418.000000 Penalty: 5934.980957
	Iteration 2Q: 3 clusters Score -2.090342e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -20905008.000000 Penalty: 5934.980957
	Iteration 3Q: 3 clusters Score -2.090501e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -20907422.000000 Penalty: 5934.980957
	Iteration 4Q: 3 clusters Score -2.090742e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -20910902.000000 Penalty: 5934.980957
	Iteration 5Q: 3 clusters Score -2.09109e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -20915688.000000 Penalty: 5934.980957
	Iteration 6F: 3 clusters Score -2.091569e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -20922244.000000 Penalty: 5934.980957
	Iteration 7F: 3 clusters Score -2.092224e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -20929400.000000 Penalty: 5934.980957
	Iteration 8F: 3 clusters Score -2.09294e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -20935134.000000 Penalty: 5934.980957
	Iteration 9F: 3 clusters Score -2.093513e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -20938014.000000 Penalty: 5934.980957
	Iteration 10Q: 3 clusters Score -2.093801e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -20939436.000000 Penalty: 5934.980957
	Iteration 11Q: 3 clusters Score -2.093944e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -20939950.000000 Penalty: 5934.980957
	Iteration 12Q: 3 clusters Score -2.093995e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -20940334.000000 Penalty: 5934.980957
	Iteration 13Q: 3 clusters Score -2.094033e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -20940570.000000 Penalty: 5934.980957
	Iteration 14Q: 3 clusters Score -2.094057e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -20940968.000000 Penalty: 5934.980957
	Iteration 15Q: 3 clusters Score -2.094097e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -20941444.000000 Penalty: 5934.980957
	Iteration 16Q: 3 clusters Score -2.094144e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -20941926.000000 Penalty: 5934.980957
	Iteration 17Q: 3 clusters Score -2.094193e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -20942530.000000 Penalty: 5934.980957
	Iteration 18Q: 3 clusters Score -2.094253e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -20943242.000000 Penalty: 5934.980957
	Iteration 19Q: 3 clusters Score -2.094324e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -20943954.000000 Penalty: 5934.980957
	Iteration 20F: 3 clusters Score -2.094395e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -20944718.000000 Penalty: 5934.980957
	Iteration 21Q: 3 clusters Score -2.094472e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -20945462.000000 Penalty: 5934.980957
	Iteration 22Q: 3 clusters Score -2.094546e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -20946314.000000 Penalty: 5934.980957
	Iteration 23Q: 3 clusters Score -2.094631e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -20947196.000000 Penalty: 5934.980957
	Iteration 24Q: 3 clusters Score -2.09472e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127530 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -20947988.000000 Penalty: 5934.980957
	Iteration 25Q: 3 clusters Score -2.094799e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -20948724.000000 Penalty: 5934.980957
	Iteration 26Q: 3 clusters Score -2.094872e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131679 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -20949354.000000 Penalty: 5934.980957
	Iteration 27Q: 3 clusters Score -2.094935e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -20950044.000000 Penalty: 5934.980957
	Iteration 28Q: 3 clusters Score -2.095004e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -20950406.000000 Penalty: 5934.980957
	Iteration 29Q: 3 clusters Score -2.095041e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -20950840.000000 Penalty: 5934.980957
	Iteration 30Q: 3 clusters Score -2.095084e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -20951306.000000 Penalty: 5934.980957
	Iteration 31Q: 3 clusters Score -2.095131e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -20951682.000000 Penalty: 5934.980957
	Iteration 32Q: 3 clusters Score -2.095168e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -20952018.000000 Penalty: 5934.980957
	Iteration 33Q: 3 clusters Score -2.095202e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -20952272.000000 Penalty: 5934.980957
	Iteration 34Q: 3 clusters Score -2.095227e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -20952464.000000 Penalty: 5934.980957
	Iteration 35Q: 3 clusters Score -2.095246e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -20952780.000000 Penalty: 5934.980957
	Iteration 36Q: 3 clusters Score -2.095278e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -20953022.000000 Penalty: 5934.980957
	Iteration 37Q: 3 clusters Score -2.095302e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145380 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -20953386.000000 Penalty: 5934.980957
	Iteration 38Q: 3 clusters Score -2.095339e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -20953636.000000 Penalty: 5934.980957
	Iteration 39Q: 3 clusters Score -2.095364e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146823 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -20953820.000000 Penalty: 5934.980957
	Iteration 40F: 3 clusters Score -2.095382e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -20954004.000000 Penalty: 5934.980957
	Iteration 41Q: 3 clusters Score -2.0954e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -20954120.000000 Penalty: 5934.980957
	Iteration 42Q: 3 clusters Score -2.095412e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -20954304.000000 Penalty: 5934.980957
	Iteration 43Q: 3 clusters Score -2.09543e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -20954390.000000 Penalty: 5934.980957
	Iteration 44Q: 3 clusters Score -2.095439e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -20954598.000000 Penalty: 5934.980957
	Iteration 45Q: 3 clusters Score -2.09546e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149902 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -20954788.000000 Penalty: 5934.980957
	Iteration 46Q: 3 clusters Score -2.095479e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -20954880.000000 Penalty: 5934.980957
	Iteration 47Q: 3 clusters Score -2.095488e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -20954946.000000 Penalty: 5934.980957
	Iteration 48Q: 3 clusters Score -2.095495e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -20955064.000000 Penalty: 5934.980957
	Iteration 49Q: 3 clusters Score -2.095506e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -20955096.000000 Penalty: 5934.980957
	Iteration 50Q: 3 clusters Score -2.09551e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -20955198.000000 Penalty: 5934.980957
	Iteration 51Q: 3 clusters Score -2.09552e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151697 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -20955270.000000 Penalty: 5934.980957
	Iteration 52Q: 3 clusters Score -2.095527e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151889 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -20955326.000000 Penalty: 5934.980957
	Iteration 53Q: 3 clusters Score -2.095533e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -20955400.000000 Penalty: 5934.980957
	Iteration 54Q: 3 clusters Score -2.09554e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -20955434.000000 Penalty: 5934.980957
	Iteration 55Q: 3 clusters Score -2.095543e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -20955476.000000 Penalty: 5934.980957
	Iteration 56Q: 3 clusters Score -2.095548e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152623 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -20955488.000000 Penalty: 5934.980957
	Iteration 57Q: 3 clusters Score -2.095549e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152780 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -20955564.000000 Penalty: 5934.980957
	Iteration 58Q: 3 clusters Score -2.095556e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -20955626.000000 Penalty: 5934.980957
	Iteration 59Q: 3 clusters Score -2.095563e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -20955658.000000 Penalty: 5934.980957
	Iteration 60F: 3 clusters Score -2.095566e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -20955706.000000 Penalty: 5934.980957
	Iteration 61Q: 3 clusters Score -2.095571e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -20955778.000000 Penalty: 5934.980957
	Iteration 62Q: 3 clusters Score -2.095578e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20955846.000000 Penalty: 5934.980957
	Iteration 63Q: 3 clusters Score -2.095585e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153592 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -20955854.000000 Penalty: 5934.980957
	Iteration 64Q: 3 clusters Score -2.095585e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20955892.000000 Penalty: 5934.980957
	Iteration 65Q: 3 clusters Score -2.095589e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -20955888.000000 Penalty: 5934.980957
	Iteration 66Q: 3 clusters Score -2.095589e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -20955900.000000 Penalty: 5934.980957
	Iteration 67Q: 3 clusters Score -2.09559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -20955898.000000 Penalty: 5934.980957
	Iteration 68Q: 3 clusters Score -2.09559e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -20955928.000000 Penalty: 5934.980957
	Iteration 69Q: 3 clusters Score -2.095593e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -20955936.000000 Penalty: 5934.980957
	Iteration 70Q: 3 clusters Score -2.095594e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20955944.000000 Penalty: 5934.980957
	Iteration 71Q: 3 clusters Score -2.095594e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -20955982.000000 Penalty: 5934.980957
	Iteration 72Q: 3 clusters Score -2.095598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -20956004.000000 Penalty: 5934.980957
	Iteration 73Q: 3 clusters Score -2.0956e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -20956002.000000 Penalty: 5934.980957
	Iteration 74Q: 3 clusters Score -2.0956e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20955988.000000 Penalty: 5934.980957
	Iteration 75Q: 3 clusters Score -2.095599e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -20956004.000000 Penalty: 5934.980957
	Iteration 76Q: 3 clusters Score -2.0956e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -20955998.000000 Penalty: 5934.980957
	Iteration 77Q: 3 clusters Score -2.0956e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154430 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20956014.000000 Penalty: 5934.980957
	Iteration 78Q: 3 clusters Score -2.095601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20956016.000000 Penalty: 5934.980957
	Iteration 79Q: 3 clusters Score -2.095602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -20956036.000000 Penalty: 5934.980957
	Iteration 80F: 3 clusters Score -2.095604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20956034.000000 Penalty: 5934.980957
	Iteration 81Q: 3 clusters Score -2.095603e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154587 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -20956034.000000 Penalty: 5934.980957
	Iteration 82Q: 3 clusters Score -2.095603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20956040.000000 Penalty: 5934.980957
	Iteration 83Q: 3 clusters Score -2.095604e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20956018.000000 Penalty: 5934.980957
	Iteration 84Q: 3 clusters Score -2.095602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154665 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -20956034.000000 Penalty: 5934.980957
	Iteration 85Q: 3 clusters Score -2.095603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20956046.000000 Penalty: 5934.980957
	Iteration 86Q: 3 clusters Score -2.095605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20956064.000000 Penalty: 5934.980957
	Iteration 87Q: 3 clusters Score -2.095606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20956066.000000 Penalty: 5934.980957
	Iteration 88Q: 3 clusters Score -2.095607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -20956068.000000 Penalty: 5934.980957
	Iteration 89Q: 3 clusters Score -2.095607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20956096.000000 Penalty: 5934.980957
	Iteration 90Q: 3 clusters Score -2.09561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -20956090.000000 Penalty: 5934.980957
	Iteration 91Q: 3 clusters Score -2.095609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20956094.000000 Penalty: 5934.980957
	Iteration 92Q: 3 clusters Score -2.095609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20956096.000000 Penalty: 5934.980957
	Iteration 93Q: 3 clusters Score -2.09561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -20956086.000000 Penalty: 5934.980957
	Iteration 94Q: 3 clusters Score -2.095609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -20956100.000000 Penalty: 5934.980957
	Iteration 95Q: 3 clusters Score -2.09561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -20956112.000000 Penalty: 5934.980957
	Iteration 96Q: 3 clusters Score -2.095611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -20956126.000000 Penalty: 5934.980957
	Iteration 97Q: 3 clusters Score -2.095613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20956130.000000 Penalty: 5934.980957
	Iteration 98Q: 3 clusters Score -2.095613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -20956128.000000 Penalty: 5934.980957
	Iteration 99Q: 3 clusters Score -2.095613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20956130.000000 Penalty: 5934.980957
	Iteration 100F: 3 clusters Score -2.095613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20956126.000000 Penalty: 5934.980957
	Iteration 101Q: 3 clusters Score -2.095613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20956132.000000 Penalty: 5934.980957
	Iteration 102Q: 3 clusters Score -2.095613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20956126.000000 Penalty: 5934.980957
	Iteration 103Q: 3 clusters Score -2.095613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -20956150.000000 Penalty: 5934.980957
	Iteration 104Q: 3 clusters Score -2.095615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -20956138.000000 Penalty: 5934.980957
	Iteration 105Q: 3 clusters Score -2.095614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20956128.000000 Penalty: 5934.980957
	Iteration 106Q: 3 clusters Score -2.095613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20956128.000000 Penalty: 5934.980957
	Iteration 107Q: 3 clusters Score -2.095613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20956124.000000 Penalty: 5934.980957
	Iteration 108Q: 3 clusters Score -2.095612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20956132.000000 Penalty: 5934.980957
	Iteration 109Q: 3 clusters Score -2.095613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20956132.000000 Penalty: 5934.980957
	Iteration 110F: 3 clusters Score -2.095613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Entering Unmasked Estep 
Score: -16477726.000000 Penalty: 2906.786865
	Iteration 0F: 2 clusters Score -1.647773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -16396367.000000 Penalty: 5813.573730
	Iteration 0F: 3 clusters Score -1.639637e+07 nChanged 58541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -16430244.000000 Penalty: 5813.573730
	Iteration 1F: 3 clusters Score -1.643024e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -16431469.000000 Penalty: 5813.573730
	Iteration 2Q: 3 clusters Score -1.643147e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -16433477.000000 Penalty: 5813.573730
	Iteration 3Q: 3 clusters Score -1.643348e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -16436947.000000 Penalty: 5813.573730
	Iteration 4F: 3 clusters Score -1.643695e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -16442898.000000 Penalty: 5813.573730
	Iteration 5F: 3 clusters Score -1.64429e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 92281 members 
Entering Unmasked Estep 
Score: -16451872.000000 Penalty: 5813.573730
	Iteration 6F: 3 clusters Score -1.645187e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -16461250.000000 Penalty: 5813.573730
	Iteration 7F: 3 clusters Score -1.646125e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 107387 members 
Entering Unmasked Estep 
Score: -16467911.000000 Penalty: 5813.573730
	Iteration 8F: 3 clusters Score -1.646791e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -16471385.000000 Penalty: 5813.573730
	Iteration 9Q: 3 clusters Score -1.647138e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -16472925.000000 Penalty: 5813.573730
	Iteration 10Q: 3 clusters Score -1.647292e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -16473724.000000 Penalty: 5813.573730
	Iteration 11Q: 3 clusters Score -1.647372e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -16474166.000000 Penalty: 5813.573730
	Iteration 12Q: 3 clusters Score -1.647417e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -16474597.000000 Penalty: 5813.573730
	Iteration 13Q: 3 clusters Score -1.64746e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -16474904.000000 Penalty: 5813.573730
	Iteration 14Q: 3 clusters Score -1.64749e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 117277 members 
Entering Unmasked Estep 
Score: -16475186.000000 Penalty: 5813.573730
	Iteration 15Q: 3 clusters Score -1.647519e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -16475409.000000 Penalty: 5813.573730
	Iteration 16Q: 3 clusters Score -1.647541e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -16475495.000000 Penalty: 5813.573730
	Iteration 17Q: 3 clusters Score -1.64755e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -16475596.000000 Penalty: 5813.573730
	Iteration 18Q: 3 clusters Score -1.64756e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
Score: -16475705.000000 Penalty: 5813.573730
	Iteration 19Q: 3 clusters Score -1.64757e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -16475837.000000 Penalty: 5813.573730
	Iteration 20F: 3 clusters Score -1.647584e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -16475933.000000 Penalty: 5813.573730
	Iteration 21Q: 3 clusters Score -1.647593e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -16476007.000000 Penalty: 5813.573730
	Iteration 22Q: 3 clusters Score -1.647601e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -16475993.000000 Penalty: 5813.573730
	Iteration 23Q: 3 clusters Score -1.647599e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -16476019.000000 Penalty: 5813.573730
	Iteration 24Q: 3 clusters Score -1.647602e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -16476019.000000 Penalty: 5813.573730
	Iteration 25Q: 3 clusters Score -1.647602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -16475998.000000 Penalty: 5813.573730
	Iteration 26Q: 3 clusters Score -1.6476e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -16476031.000000 Penalty: 5813.573730
	Iteration 27Q: 3 clusters Score -1.647603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -16476043.000000 Penalty: 5813.573730
	Iteration 28Q: 3 clusters Score -1.647604e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -16476074.000000 Penalty: 5813.573730
	Iteration 29Q: 3 clusters Score -1.647607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -16476096.000000 Penalty: 5813.573730
	Iteration 30Q: 3 clusters Score -1.64761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -16476113.000000 Penalty: 5813.573730
	Iteration 31Q: 3 clusters Score -1.647611e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -16476106.000000 Penalty: 5813.573730
	Iteration 32Q: 3 clusters Score -1.647611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
Score: -16476096.000000 Penalty: 5813.573730
	Iteration 33Q: 3 clusters Score -1.64761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -16476107.000000 Penalty: 5813.573730
	Iteration 34Q: 3 clusters Score -1.647611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -16476098.000000 Penalty: 5813.573730
	Iteration 35Q: 3 clusters Score -1.64761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -16476109.000000 Penalty: 5813.573730
	Iteration 36Q: 3 clusters Score -1.647611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -16476104.000000 Penalty: 5813.573730
	Iteration 37Q: 3 clusters Score -1.64761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -16476101.000000 Penalty: 5813.573730
	Iteration 38Q: 3 clusters Score -1.64761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -16476105.000000 Penalty: 5813.573730
	Iteration 39Q: 3 clusters Score -1.64761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -16476100.000000 Penalty: 5813.573730
	Iteration 40F: 3 clusters Score -1.64761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
Score: -16476101.000000 Penalty: 5813.573730
	Iteration 41Q: 3 clusters Score -1.64761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 120664 members 
Entering Unmasked Estep 
Score: -16476107.000000 Penalty: 5813.573730
	Iteration 42Q: 3 clusters Score -1.647611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -16476104.000000 Penalty: 5813.573730
	Iteration 43Q: 3 clusters Score -1.64761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -16476082.000000 Penalty: 5813.573730
	Iteration 44Q: 3 clusters Score -1.647608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -16476078.000000 Penalty: 5813.573730
	Iteration 45Q: 3 clusters Score -1.647608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -16476073.000000 Penalty: 5813.573730
	Iteration 46Q: 3 clusters Score -1.647607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -16476075.000000 Penalty: 5813.573730
	Iteration 47Q: 3 clusters Score -1.647608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -16476097.000000 Penalty: 5813.573730
	Iteration 48Q: 3 clusters Score -1.64761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -16476095.000000 Penalty: 5813.573730
	Iteration 49Q: 3 clusters Score -1.64761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -16476099.000000 Penalty: 5813.573730
	Iteration 50Q: 3 clusters Score -1.64761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -16476100.000000 Penalty: 5813.573730
	Iteration 51Q: 3 clusters Score -1.64761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -16476097.000000 Penalty: 5813.573730
	Iteration 52Q: 3 clusters Score -1.64761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
Score: -16476086.000000 Penalty: 5813.573730
	Iteration 53Q: 3 clusters Score -1.647609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -16476091.000000 Penalty: 5813.573730
	Iteration 54Q: 3 clusters Score -1.647609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -16476091.000000 Penalty: 5813.573730
	Iteration 55Q: 3 clusters Score -1.647609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 120761 members 
Entering Unmasked Estep 
Score: -16476103.000000 Penalty: 5813.573730
	Iteration 56Q: 3 clusters Score -1.64761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -16476097.000000 Penalty: 5813.573730
	Iteration 57Q: 3 clusters Score -1.64761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -16476108.000000 Penalty: 5813.573730
	Iteration 58Q: 3 clusters Score -1.647611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -16476090.000000 Penalty: 5813.573730
	Iteration 59Q: 3 clusters Score -1.647609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -16476092.000000 Penalty: 5813.573730
	Iteration 60F: 3 clusters Score -1.647609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -16476100.000000 Penalty: 5813.573730
	Iteration 61Q: 3 clusters Score -1.64761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -16476094.000000 Penalty: 5813.573730
	Iteration 62Q: 3 clusters Score -1.647609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -16476100.000000 Penalty: 5813.573730
	Iteration 63Q: 3 clusters Score -1.64761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -16476101.000000 Penalty: 5813.573730
	Iteration 64Q: 3 clusters Score -1.64761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
Score: -16476097.000000 Penalty: 5813.573730
	Iteration 65Q: 3 clusters Score -1.64761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -16476095.000000 Penalty: 5813.573730
	Iteration 66Q: 3 clusters Score -1.64761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -16476102.000000 Penalty: 5813.573730
	Iteration 67Q: 3 clusters Score -1.64761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -16476105.000000 Penalty: 5813.573730
	Iteration 68Q: 3 clusters Score -1.64761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -16476105.000000 Penalty: 5813.573730
	Iteration 69F: 3 clusters Score -1.64761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Entering Unmasked Estep 
Score: -3426675.750000 Penalty: 2515.419189
	Iteration 0F: 2 clusters Score -3426676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3409084.000000 Penalty: 5030.838379
	Iteration 0F: 3 clusters Score -3409084 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3415180.250000 Penalty: 5030.838379
	Iteration 1F: 3 clusters Score -3415180 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3415631.000000 Penalty: 5030.838379
	Iteration 2Q: 3 clusters Score -3415631 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3416089.250000 Penalty: 5030.838379
	Iteration 3Q: 3 clusters Score -3416089 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3416646.750000 Penalty: 5030.838379
	Iteration 4Q: 3 clusters Score -3416647 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3417395.750000 Penalty: 5030.838379
	Iteration 5F: 3 clusters Score -3417396 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3418441.250000 Penalty: 5030.838379
	Iteration 6F: 3 clusters Score -3418441 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3419938.750000 Penalty: 5030.838379
	Iteration 7F: 3 clusters Score -3419939 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3421630.750000 Penalty: 5030.838379
	Iteration 8F: 3 clusters Score -3421631 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3423011.000000 Penalty: 5030.838379
	Iteration 9F: 3 clusters Score -3423011 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3423839.500000 Penalty: 5030.838379
	Iteration 10Q: 3 clusters Score -3423840 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3424259.750000 Penalty: 5030.838379
	Iteration 11Q: 3 clusters Score -3424260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3424483.500000 Penalty: 5030.838379
	Iteration 12Q: 3 clusters Score -3424484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3424585.000000 Penalty: 5030.838379
	Iteration 13Q: 3 clusters Score -3424585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3424654.750000 Penalty: 5030.838379
	Iteration 14Q: 3 clusters Score -3424655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3424700.250000 Penalty: 5030.838379
	Iteration 15Q: 3 clusters Score -3424700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3424727.000000 Penalty: 5030.838379
	Iteration 16Q: 3 clusters Score -3424727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3424751.500000 Penalty: 5030.838379
	Iteration 17Q: 3 clusters Score -3424752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3424767.500000 Penalty: 5030.838379
	Iteration 18Q: 3 clusters Score -3424768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3424784.250000 Penalty: 5030.838379
	Iteration 19Q: 3 clusters Score -3424784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3424817.250000 Penalty: 5030.838379
	Iteration 20F: 3 clusters Score -3424817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3424834.000000 Penalty: 5030.838379
	Iteration 21Q: 3 clusters Score -3424834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3424853.000000 Penalty: 5030.838379
	Iteration 22Q: 3 clusters Score -3424853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3424860.000000 Penalty: 5030.838379
	Iteration 23Q: 3 clusters Score -3424860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3424870.000000 Penalty: 5030.838379
	Iteration 24Q: 3 clusters Score -3424870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3424877.250000 Penalty: 5030.838379
	Iteration 25Q: 3 clusters Score -3424877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3424881.500000 Penalty: 5030.838379
	Iteration 26Q: 3 clusters Score -3424882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3424883.500000 Penalty: 5030.838379
	Iteration 27Q: 3 clusters Score -3424884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3424885.250000 Penalty: 5030.838379
	Iteration 28Q: 3 clusters Score -3424885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3424896.250000 Penalty: 5030.838379
	Iteration 29Q: 3 clusters Score -3424896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3424893.000000 Penalty: 5030.838379
	Iteration 30Q: 3 clusters Score -3424893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3424894.750000 Penalty: 5030.838379
	Iteration 31Q: 3 clusters Score -3424895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3424894.750000 Penalty: 5030.838379
	Iteration 32F: 3 clusters Score -3424895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Entering Unmasked Estep 
Score: -6385677.500000 Penalty: 2670.113770
	Iteration 0F: 2 clusters Score -6385678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6353779.000000 Penalty: 5340.227539
	Iteration 0F: 3 clusters Score -6353779 nChanged 21761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -6365728.500000 Penalty: 5340.227539
	Iteration 1F: 3 clusters Score -6365728 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -6366235.000000 Penalty: 5340.227539
	Iteration 2Q: 3 clusters Score -6366235 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6366848.000000 Penalty: 5340.227539
	Iteration 3Q: 3 clusters Score -6366848 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -6367641.500000 Penalty: 5340.227539
	Iteration 4Q: 3 clusters Score -6367642 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -6368816.000000 Penalty: 5340.227539
	Iteration 5Q: 3 clusters Score -6368816 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6370696.500000 Penalty: 5340.227539
	Iteration 6F: 3 clusters Score -6370696 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6373323.500000 Penalty: 5340.227539
	Iteration 7F: 3 clusters Score -6373324 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -6376353.000000 Penalty: 5340.227539
	Iteration 8F: 3 clusters Score -6376353 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -6378918.000000 Penalty: 5340.227539
	Iteration 9F: 3 clusters Score -6378918 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6380675.500000 Penalty: 5340.227539
	Iteration 10Q: 3 clusters Score -6380676 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6381686.000000 Penalty: 5340.227539
	Iteration 11Q: 3 clusters Score -6381686 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6382235.500000 Penalty: 5340.227539
	Iteration 12Q: 3 clusters Score -6382236 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6382662.000000 Penalty: 5340.227539
	Iteration 13Q: 3 clusters Score -6382662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6382897.500000 Penalty: 5340.227539
	Iteration 14Q: 3 clusters Score -6382898 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6383078.000000 Penalty: 5340.227539
	Iteration 15Q: 3 clusters Score -6383078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6383158.000000 Penalty: 5340.227539
	Iteration 16Q: 3 clusters Score -6383158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6383229.000000 Penalty: 5340.227539
	Iteration 17Q: 3 clusters Score -6383229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6383292.000000 Penalty: 5340.227539
	Iteration 18Q: 3 clusters Score -6383292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6383341.000000 Penalty: 5340.227539
	Iteration 19Q: 3 clusters Score -6383341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6383373.500000 Penalty: 5340.227539
	Iteration 20F: 3 clusters Score -6383374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6383392.000000 Penalty: 5340.227539
	Iteration 21Q: 3 clusters Score -6383392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6383410.000000 Penalty: 5340.227539
	Iteration 22Q: 3 clusters Score -6383410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6383419.000000 Penalty: 5340.227539
	Iteration 23Q: 3 clusters Score -6383419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6383443.500000 Penalty: 5340.227539
	Iteration 24Q: 3 clusters Score -6383444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6383447.000000 Penalty: 5340.227539
	Iteration 25Q: 3 clusters Score -6383447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6383457.500000 Penalty: 5340.227539
	Iteration 26Q: 3 clusters Score -6383458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6383464.000000 Penalty: 5340.227539
	Iteration 27Q: 3 clusters Score -6383464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6383468.000000 Penalty: 5340.227539
	Iteration 28Q: 3 clusters Score -6383468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6383474.000000 Penalty: 5340.227539
	Iteration 29Q: 3 clusters Score -6383474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6383480.500000 Penalty: 5340.227539
	Iteration 30Q: 3 clusters Score -6383480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6383479.500000 Penalty: 5340.227539
	Iteration 31Q: 3 clusters Score -6383480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6383484.000000 Penalty: 5340.227539
	Iteration 32Q: 3 clusters Score -6383484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6383485.000000 Penalty: 5340.227539
	Iteration 33Q: 3 clusters Score -6383485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6383477.500000 Penalty: 5340.227539
	Iteration 34Q: 3 clusters Score -6383478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6383477.000000 Penalty: 5340.227539
	Iteration 35Q: 3 clusters Score -6383477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6383481.000000 Penalty: 5340.227539
	Iteration 36Q: 3 clusters Score -6383481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6383488.000000 Penalty: 5340.227539
	Iteration 37Q: 3 clusters Score -6383488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6383484.000000 Penalty: 5340.227539
	Iteration 38Q: 3 clusters Score -6383484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6383483.000000 Penalty: 5340.227539
	Iteration 39Q: 3 clusters Score -6383483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6383480.500000 Penalty: 5340.227539
	Iteration 40F: 3 clusters Score -6383480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6383481.000000 Penalty: 5340.227539
	Iteration 41Q: 3 clusters Score -6383481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6383484.500000 Penalty: 5340.227539
	Iteration 42Q: 3 clusters Score -6383484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6383481.000000 Penalty: 5340.227539
	Iteration 43Q: 3 clusters Score -6383481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6383481.500000 Penalty: 5340.227539
	Iteration 44Q: 3 clusters Score -6383482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6383482.000000 Penalty: 5340.227539
	Iteration 45Q: 3 clusters Score -6383482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6383479.000000 Penalty: 5340.227539
	Iteration 46Q: 3 clusters Score -6383479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6383480.000000 Penalty: 5340.227539
	Iteration 47Q: 3 clusters Score -6383480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6383480.000000 Penalty: 5340.227539
	Iteration 48F: 3 clusters Score -6383480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180155 members 
Entering Unmasked Estep 
Score: -23915612.000000 Penalty: 3001.190186
	Iteration 0F: 2 clusters Score -2.391561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -23801072.000000 Penalty: 6002.380371
	Iteration 0F: 3 clusters Score -2.380107e+07 nChanged 86538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -23851764.000000 Penalty: 6002.380371
	Iteration 1F: 3 clusters Score -2.385176e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -23852878.000000 Penalty: 6002.380371
	Iteration 2Q: 3 clusters Score -2.385288e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -23854674.000000 Penalty: 6002.380371
	Iteration 3Q: 3 clusters Score -2.385467e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -23857554.000000 Penalty: 6002.380371
	Iteration 4Q: 3 clusters Score -2.385755e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -23863476.000000 Penalty: 6002.380371
	Iteration 5F: 3 clusters Score -2.386348e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128126 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -23873164.000000 Penalty: 6002.380371
	Iteration 6F: 3 clusters Score -2.387316e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -23885466.000000 Penalty: 6002.380371
	Iteration 7F: 3 clusters Score -2.388547e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -23896438.000000 Penalty: 6002.380371
	Iteration 8F: 3 clusters Score -2.389644e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -23903732.000000 Penalty: 6002.380371
	Iteration 9Q: 3 clusters Score -2.390373e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -23907852.000000 Penalty: 6002.380371
	Iteration 10Q: 3 clusters Score -2.390785e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168332 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -23910120.000000 Penalty: 6002.380371
	Iteration 11Q: 3 clusters Score -2.391012e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -23911692.000000 Penalty: 6002.380371
	Iteration 12Q: 3 clusters Score -2.391169e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -23912644.000000 Penalty: 6002.380371
	Iteration 13Q: 3 clusters Score -2.391264e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -23913192.000000 Penalty: 6002.380371
	Iteration 14Q: 3 clusters Score -2.391319e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -23913910.000000 Penalty: 6002.380371
	Iteration 15Q: 3 clusters Score -2.391391e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174130 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -23914116.000000 Penalty: 6002.380371
	Iteration 16Q: 3 clusters Score -2.391412e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -23914306.000000 Penalty: 6002.380371
	Iteration 17Q: 3 clusters Score -2.391431e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -23914442.000000 Penalty: 6002.380371
	Iteration 18Q: 3 clusters Score -2.391444e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -23914588.000000 Penalty: 6002.380371
	Iteration 19Q: 3 clusters Score -2.391459e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175525 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -23914664.000000 Penalty: 6002.380371
	Iteration 20F: 3 clusters Score -2.391466e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -23914720.000000 Penalty: 6002.380371
	Iteration 21Q: 3 clusters Score -2.391472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -23914674.000000 Penalty: 6002.380371
	Iteration 22Q: 3 clusters Score -2.391467e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -23914686.000000 Penalty: 6002.380371
	Iteration 23Q: 3 clusters Score -2.391469e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -23914628.000000 Penalty: 6002.380371
	Iteration 24Q: 3 clusters Score -2.391463e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -23914584.000000 Penalty: 6002.380371
	Iteration 25Q: 3 clusters Score -2.391458e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176326 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -23914542.000000 Penalty: 6002.380371
	Iteration 26Q: 3 clusters Score -2.391454e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -23914570.000000 Penalty: 6002.380371
	Iteration 27Q: 3 clusters Score -2.391457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176438 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -23914534.000000 Penalty: 6002.380371
	Iteration 28Q: 3 clusters Score -2.391453e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -23914508.000000 Penalty: 6002.380371
	Iteration 29Q: 3 clusters Score -2.391451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176506 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -23914526.000000 Penalty: 6002.380371
	Iteration 30Q: 3 clusters Score -2.391453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -23914506.000000 Penalty: 6002.380371
	Iteration 31Q: 3 clusters Score -2.391451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -23914522.000000 Penalty: 6002.380371
	Iteration 32Q: 3 clusters Score -2.391452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176544 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23914532.000000 Penalty: 6002.380371
	Iteration 33Q: 3 clusters Score -2.391453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -23914532.000000 Penalty: 6002.380371
	Iteration 34Q: 3 clusters Score -2.391453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -23914500.000000 Penalty: 6002.380371
	Iteration 35Q: 3 clusters Score -2.39145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176574 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -23914466.000000 Penalty: 6002.380371
	Iteration 36Q: 3 clusters Score -2.391447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -23914464.000000 Penalty: 6002.380371
	Iteration 37Q: 3 clusters Score -2.391446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23914466.000000 Penalty: 6002.380371
	Iteration 38Q: 3 clusters Score -2.391447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -23914464.000000 Penalty: 6002.380371
	Iteration 39Q: 3 clusters Score -2.391446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -23914448.000000 Penalty: 6002.380371
	Iteration 40F: 3 clusters Score -2.391445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -23914452.000000 Penalty: 6002.380371
	Iteration 41Q: 3 clusters Score -2.391445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176650 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -23914452.000000 Penalty: 6002.380371
	Iteration 42Q: 3 clusters Score -2.391445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -23914436.000000 Penalty: 6002.380371
	Iteration 43Q: 3 clusters Score -2.391444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23914450.000000 Penalty: 6002.380371
	Iteration 44Q: 3 clusters Score -2.391445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -23914448.000000 Penalty: 6002.380371
	Iteration 45Q: 3 clusters Score -2.391445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23914460.000000 Penalty: 6002.380371
	Iteration 46Q: 3 clusters Score -2.391446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -23914454.000000 Penalty: 6002.380371
	Iteration 47Q: 3 clusters Score -2.391445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23914450.000000 Penalty: 6002.380371
	Iteration 48Q: 3 clusters Score -2.391445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176714 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -23914446.000000 Penalty: 6002.380371
	Iteration 49Q: 3 clusters Score -2.391445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -23914438.000000 Penalty: 6002.380371
	Iteration 50Q: 3 clusters Score -2.391444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -23914442.000000 Penalty: 6002.380371
	Iteration 51Q: 3 clusters Score -2.391444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -23914446.000000 Penalty: 6002.380371
	Iteration 52Q: 3 clusters Score -2.391445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176750 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -23914434.000000 Penalty: 6002.380371
	Iteration 53Q: 3 clusters Score -2.391443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176760 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -23914458.000000 Penalty: 6002.380371
	Iteration 54Q: 3 clusters Score -2.391446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23914448.000000 Penalty: 6002.380371
	Iteration 55Q: 3 clusters Score -2.391445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23914448.000000 Penalty: 6002.380371
	Iteration 56Q: 3 clusters Score -2.391445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176789 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -23914476.000000 Penalty: 6002.380371
	Iteration 57Q: 3 clusters Score -2.391448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -23914460.000000 Penalty: 6002.380371
	Iteration 58Q: 3 clusters Score -2.391446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176807 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -23914456.000000 Penalty: 6002.380371
	Iteration 59Q: 3 clusters Score -2.391446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176815 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23914440.000000 Penalty: 6002.380371
	Iteration 60F: 3 clusters Score -2.391444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176822 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23914442.000000 Penalty: 6002.380371
	Iteration 61Q: 3 clusters Score -2.391444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176824 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -23914434.000000 Penalty: 6002.380371
	Iteration 62Q: 3 clusters Score -2.391443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23914438.000000 Penalty: 6002.380371
	Iteration 63Q: 3 clusters Score -2.391444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176829 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -23914428.000000 Penalty: 6002.380371
	Iteration 64Q: 3 clusters Score -2.391443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -23914430.000000 Penalty: 6002.380371
	Iteration 65Q: 3 clusters Score -2.391443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -23914426.000000 Penalty: 6002.380371
	Iteration 66Q: 3 clusters Score -2.391443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -23914428.000000 Penalty: 6002.380371
	Iteration 67Q: 3 clusters Score -2.391443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -23914428.000000 Penalty: 6002.380371
	Iteration 68F: 3 clusters Score -2.391443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Entering Unmasked Estep 
Score: -4966356.000000 Penalty: 2607.421631
	Iteration 0F: 2 clusters Score -4966356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4941359.000000 Penalty: 5214.843262
	Iteration 0F: 3 clusters Score -4941359 nChanged 16752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4950418.000000 Penalty: 5214.843262
	Iteration 1F: 3 clusters Score -4950418 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4951120.500000 Penalty: 5214.843262
	Iteration 2Q: 3 clusters Score -4951120 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4952136.500000 Penalty: 5214.843262
	Iteration 3F: 3 clusters Score -4952136 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4953716.000000 Penalty: 5214.843262
	Iteration 4F: 3 clusters Score -4953716 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4956029.000000 Penalty: 5214.843262
	Iteration 5F: 3 clusters Score -4956029 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4958850.000000 Penalty: 5214.843262
	Iteration 6F: 3 clusters Score -4958850 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4961451.000000 Penalty: 5214.843262
	Iteration 7F: 3 clusters Score -4961451 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4963025.500000 Penalty: 5214.843262
	Iteration 8Q: 3 clusters Score -4963026 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4963604.000000 Penalty: 5214.843262
	Iteration 9Q: 3 clusters Score -4963604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4963888.500000 Penalty: 5214.843262
	Iteration 10Q: 3 clusters Score -4963888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4964002.000000 Penalty: 5214.843262
	Iteration 11Q: 3 clusters Score -4964002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4964044.500000 Penalty: 5214.843262
	Iteration 12Q: 3 clusters Score -4964044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4964077.000000 Penalty: 5214.843262
	Iteration 13Q: 3 clusters Score -4964077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4964098.000000 Penalty: 5214.843262
	Iteration 14Q: 3 clusters Score -4964098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4964112.000000 Penalty: 5214.843262
	Iteration 15Q: 3 clusters Score -4964112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4964117.500000 Penalty: 5214.843262
	Iteration 16Q: 3 clusters Score -4964118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4964133.500000 Penalty: 5214.843262
	Iteration 17Q: 3 clusters Score -4964134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4964149.500000 Penalty: 5214.843262
	Iteration 18Q: 3 clusters Score -4964150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4964155.000000 Penalty: 5214.843262
	Iteration 19Q: 3 clusters Score -4964155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4964165.000000 Penalty: 5214.843262
	Iteration 20F: 3 clusters Score -4964165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4964166.000000 Penalty: 5214.843262
	Iteration 21Q: 3 clusters Score -4964166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4964167.000000 Penalty: 5214.843262
	Iteration 22Q: 3 clusters Score -4964167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4964167.000000 Penalty: 5214.843262
	Iteration 23F: 3 clusters Score -4964167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -146516.718750 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -146516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144491.406250 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -144491.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -144748.078125 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -144748.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144809.750000 Penalty: 3479.793213
	Iteration 2Q: 3 clusters Score -144809.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144839.578125 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -144839.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144860.093750 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -144860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144868.937500 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -144868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144873.781250 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -144873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -144879.656250 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -144879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144886.031250 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -144886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144894.281250 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -144894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144899.656250 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -144899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144904.406250 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -144904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144905.796875 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -144905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144908.484375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -144908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144913.234375 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -144913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144914.343750 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -144914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -144914.343750 Penalty: 3479.793213
	Iteration 16F: 3 clusters Score -144914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Entering Unmasked Estep 
Score: -7076426.500000 Penalty: 2705.417725
	Iteration 0F: 2 clusters Score -7076426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -7039805.500000 Penalty: 5410.835449
	Iteration 0F: 3 clusters Score -7039806 nChanged 25352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7053845.000000 Penalty: 5410.835449
	Iteration 1F: 3 clusters Score -7053845 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -7054330.000000 Penalty: 5410.835449
	Iteration 2Q: 3 clusters Score -7054330 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -7054713.000000 Penalty: 5410.835449
	Iteration 3Q: 3 clusters Score -7054713 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -7055130.000000 Penalty: 5410.835449
	Iteration 4Q: 3 clusters Score -7055130 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -7055642.500000 Penalty: 5410.835449
	Iteration 5Q: 3 clusters Score -7055642 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7056296.500000 Penalty: 5410.835449
	Iteration 6Q: 3 clusters Score -7056296 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -7057312.000000 Penalty: 5410.835449
	Iteration 7Q: 3 clusters Score -7057312 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -7058961.500000 Penalty: 5410.835449
	Iteration 8F: 3 clusters Score -7058962 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -7061418.500000 Penalty: 5410.835449
	Iteration 9F: 3 clusters Score -7061418 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -7064718.500000 Penalty: 5410.835449
	Iteration 10F: 3 clusters Score -7064718 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7068115.000000 Penalty: 5410.835449
	Iteration 11F: 3 clusters Score -7068115 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7070829.000000 Penalty: 5410.835449
	Iteration 12F: 3 clusters Score -7070829 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7072664.000000 Penalty: 5410.835449
	Iteration 13Q: 3 clusters Score -7072664 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7073559.500000 Penalty: 5410.835449
	Iteration 14Q: 3 clusters Score -7073560 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7073967.000000 Penalty: 5410.835449
	Iteration 15Q: 3 clusters Score -7073967 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7074131.000000 Penalty: 5410.835449
	Iteration 16Q: 3 clusters Score -7074131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7074194.500000 Penalty: 5410.835449
	Iteration 17Q: 3 clusters Score -7074194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7074234.000000 Penalty: 5410.835449
	Iteration 18Q: 3 clusters Score -7074234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7074248.500000 Penalty: 5410.835449
	Iteration 19Q: 3 clusters Score -7074248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7074264.500000 Penalty: 5410.835449
	Iteration 20F: 3 clusters Score -7074264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7074262.500000 Penalty: 5410.835449
	Iteration 21Q: 3 clusters Score -7074262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7074268.500000 Penalty: 5410.835449
	Iteration 22Q: 3 clusters Score -7074268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7074268.500000 Penalty: 5410.835449
	Iteration 23Q: 3 clusters Score -7074268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7074273.000000 Penalty: 5410.835449
	Iteration 24Q: 3 clusters Score -7074273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7074271.000000 Penalty: 5410.835449
	Iteration 25Q: 3 clusters Score -7074271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7074273.000000 Penalty: 5410.835449
	Iteration 26Q: 3 clusters Score -7074273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7074273.000000 Penalty: 5410.835449
	Iteration 27F: 3 clusters Score -7074273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Entering Unmasked Estep 
Score: -5847231.500000 Penalty: 2649.115479
	Iteration 0F: 2 clusters Score -5847232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5817785.000000 Penalty: 5298.230957
	Iteration 0F: 3 clusters Score -5817785 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5828968.000000 Penalty: 5298.230957
	Iteration 1F: 3 clusters Score -5828968 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5829697.500000 Penalty: 5298.230957
	Iteration 2Q: 3 clusters Score -5829698 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5830525.000000 Penalty: 5298.230957
	Iteration 3Q: 3 clusters Score -5830525 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5831411.500000 Penalty: 5298.230957
	Iteration 4Q: 3 clusters Score -5831412 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5832371.000000 Penalty: 5298.230957
	Iteration 5Q: 3 clusters Score -5832371 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5833630.500000 Penalty: 5298.230957
	Iteration 6F: 3 clusters Score -5833630 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -5835303.500000 Penalty: 5298.230957
	Iteration 7F: 3 clusters Score -5835304 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5837327.500000 Penalty: 5298.230957
	Iteration 8F: 3 clusters Score -5837328 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5839119.000000 Penalty: 5298.230957
	Iteration 9F: 3 clusters Score -5839119 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -5840313.500000 Penalty: 5298.230957
	Iteration 10Q: 3 clusters Score -5840314 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -5840949.000000 Penalty: 5298.230957
	Iteration 11Q: 3 clusters Score -5840949 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5841392.500000 Penalty: 5298.230957
	Iteration 12Q: 3 clusters Score -5841392 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -5841770.000000 Penalty: 5298.230957
	Iteration 13Q: 3 clusters Score -5841770 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -5842149.000000 Penalty: 5298.230957
	Iteration 14Q: 3 clusters Score -5842149 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5842479.000000 Penalty: 5298.230957
	Iteration 15Q: 3 clusters Score -5842479 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -5842776.000000 Penalty: 5298.230957
	Iteration 16Q: 3 clusters Score -5842776 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -5843097.000000 Penalty: 5298.230957
	Iteration 17Q: 3 clusters Score -5843097 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5843464.000000 Penalty: 5298.230957
	Iteration 18Q: 3 clusters Score -5843464 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5843769.500000 Penalty: 5298.230957
	Iteration 19Q: 3 clusters Score -5843770 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5844038.500000 Penalty: 5298.230957
	Iteration 20F: 3 clusters Score -5844038 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5844305.000000 Penalty: 5298.230957
	Iteration 21Q: 3 clusters Score -5844305 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5844525.000000 Penalty: 5298.230957
	Iteration 22Q: 3 clusters Score -5844525 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5844753.000000 Penalty: 5298.230957
	Iteration 23Q: 3 clusters Score -5844753 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5844918.500000 Penalty: 5298.230957
	Iteration 24Q: 3 clusters Score -5844918 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5845078.000000 Penalty: 5298.230957
	Iteration 25Q: 3 clusters Score -5845078 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5845203.500000 Penalty: 5298.230957
	Iteration 26Q: 3 clusters Score -5845204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -5845315.500000 Penalty: 5298.230957
	Iteration 27Q: 3 clusters Score -5845316 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5845383.000000 Penalty: 5298.230957
	Iteration 28Q: 3 clusters Score -5845383 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5845466.000000 Penalty: 5298.230957
	Iteration 29Q: 3 clusters Score -5845466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5845509.500000 Penalty: 5298.230957
	Iteration 30Q: 3 clusters Score -5845510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5845567.500000 Penalty: 5298.230957
	Iteration 31Q: 3 clusters Score -5845568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -5845612.000000 Penalty: 5298.230957
	Iteration 32Q: 3 clusters Score -5845612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5845639.500000 Penalty: 5298.230957
	Iteration 33Q: 3 clusters Score -5845640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5845680.000000 Penalty: 5298.230957
	Iteration 34Q: 3 clusters Score -5845680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5845702.000000 Penalty: 5298.230957
	Iteration 35Q: 3 clusters Score -5845702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5845711.000000 Penalty: 5298.230957
	Iteration 36Q: 3 clusters Score -5845711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5845729.500000 Penalty: 5298.230957
	Iteration 37Q: 3 clusters Score -5845730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5845729.000000 Penalty: 5298.230957
	Iteration 38Q: 3 clusters Score -5845729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5845738.500000 Penalty: 5298.230957
	Iteration 39Q: 3 clusters Score -5845738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5845735.500000 Penalty: 5298.230957
	Iteration 40F: 3 clusters Score -5845736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5845743.000000 Penalty: 5298.230957
	Iteration 41Q: 3 clusters Score -5845743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -5845760.500000 Penalty: 5298.230957
	Iteration 42Q: 3 clusters Score -5845760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5845772.000000 Penalty: 5298.230957
	Iteration 43Q: 3 clusters Score -5845772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5845776.000000 Penalty: 5298.230957
	Iteration 44Q: 3 clusters Score -5845776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5845789.000000 Penalty: 5298.230957
	Iteration 45Q: 3 clusters Score -5845789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5845789.500000 Penalty: 5298.230957
	Iteration 46Q: 3 clusters Score -5845790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5845798.500000 Penalty: 5298.230957
	Iteration 47Q: 3 clusters Score -5845798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5845805.000000 Penalty: 5298.230957
	Iteration 48Q: 3 clusters Score -5845805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5845800.500000 Penalty: 5298.230957
	Iteration 49Q: 3 clusters Score -5845800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5845802.500000 Penalty: 5298.230957
	Iteration 50Q: 3 clusters Score -5845802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5845812.500000 Penalty: 5298.230957
	Iteration 51Q: 3 clusters Score -5845812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5845811.500000 Penalty: 5298.230957
	Iteration 52Q: 3 clusters Score -5845812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -5845812.000000 Penalty: 5298.230957
	Iteration 53Q: 3 clusters Score -5845812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5845806.500000 Penalty: 5298.230957
	Iteration 54Q: 3 clusters Score -5845806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5845810.000000 Penalty: 5298.230957
	Iteration 55Q: 3 clusters Score -5845810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5845815.000000 Penalty: 5298.230957
	Iteration 56Q: 3 clusters Score -5845815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5845812.000000 Penalty: 5298.230957
	Iteration 57Q: 3 clusters Score -5845812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -5845814.500000 Penalty: 5298.230957
	Iteration 58Q: 3 clusters Score -5845814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5845822.000000 Penalty: 5298.230957
	Iteration 59Q: 3 clusters Score -5845822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5845829.500000 Penalty: 5298.230957
	Iteration 60F: 3 clusters Score -5845830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5845826.000000 Penalty: 5298.230957
	Iteration 61Q: 3 clusters Score -5845826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5845849.000000 Penalty: 5298.230957
	Iteration 62Q: 3 clusters Score -5845849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5845854.500000 Penalty: 5298.230957
	Iteration 63Q: 3 clusters Score -5845854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5845859.000000 Penalty: 5298.230957
	Iteration 64Q: 3 clusters Score -5845859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5845861.000000 Penalty: 5298.230957
	Iteration 65Q: 3 clusters Score -5845861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5845853.500000 Penalty: 5298.230957
	Iteration 66Q: 3 clusters Score -5845854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5845856.000000 Penalty: 5298.230957
	Iteration 67Q: 3 clusters Score -5845856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5845861.500000 Penalty: 5298.230957
	Iteration 68Q: 3 clusters Score -5845862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5845858.500000 Penalty: 5298.230957
	Iteration 69Q: 3 clusters Score -5845858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5845856.500000 Penalty: 5298.230957
	Iteration 70Q: 3 clusters Score -5845856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5845857.000000 Penalty: 5298.230957
	Iteration 71Q: 3 clusters Score -5845857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5845853.000000 Penalty: 5298.230957
	Iteration 72Q: 3 clusters Score -5845853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5845853.000000 Penalty: 5298.230957
	Iteration 73F: 3 clusters Score -5845853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -237927.015625 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -237927 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 992 members 
Entering Unmasked Estep 
Score: -235347.453125 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -235347.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -235898.343750 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -235898.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -236119.890625 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -236119.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236235.062500 Penalty: 3753.659912
	Iteration 3F: 3 clusters Score -236235.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -236311.515625 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -236311.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -236361.171875 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -236361.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -236424.171875 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -236424.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -236474.718750 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -236474.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -236522.953125 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -236523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -236565.625000 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -236565.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -236583.640625 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -236583.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -236605.578125 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -236605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -236625.984375 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -236626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -236641.046875 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -236641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -236653.906250 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -236653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -236676.781250 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -236676.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -236697.484375 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -236697.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236728.359375 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -236728.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -236750.515625 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -236750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -236767.078125 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -236767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -236779.593750 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -236779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236786.359375 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -236786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236790.671875 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -236790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -236793.250000 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -236793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -236793.250000 Penalty: 3753.659912
	Iteration 24F: 3 clusters Score -236793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Entering Unmasked Estep 
Score: -13435041.000000 Penalty: 2855.908936
	Iteration 0F: 2 clusters Score -1.343504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -13367953.000000 Penalty: 5711.817871
	Iteration 0F: 3 clusters Score -1.336795e+07 nChanged 47457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -13395101.000000 Penalty: 5711.817871
	Iteration 1F: 3 clusters Score -1.33951e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -13396172.000000 Penalty: 5711.817871
	Iteration 2Q: 3 clusters Score -1.339617e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -13397414.000000 Penalty: 5711.817871
	Iteration 3Q: 3 clusters Score -1.339741e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -13398971.000000 Penalty: 5711.817871
	Iteration 4Q: 3 clusters Score -1.339897e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -13401323.000000 Penalty: 5711.817871
	Iteration 5Q: 3 clusters Score -1.340132e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -13404323.000000 Penalty: 5711.817871
	Iteration 6F: 3 clusters Score -1.340432e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -13407919.000000 Penalty: 5711.817871
	Iteration 7F: 3 clusters Score -1.340792e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -13411699.000000 Penalty: 5711.817871
	Iteration 8F: 3 clusters Score -1.34117e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -13415261.000000 Penalty: 5711.817871
	Iteration 9F: 3 clusters Score -1.341526e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -13418366.000000 Penalty: 5711.817871
	Iteration 10F: 3 clusters Score -1.341837e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -13420308.000000 Penalty: 5711.817871
	Iteration 11Q: 3 clusters Score -1.342031e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -13421247.000000 Penalty: 5711.817871
	Iteration 12Q: 3 clusters Score -1.342125e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -13421728.000000 Penalty: 5711.817871
	Iteration 13Q: 3 clusters Score -1.342173e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -13422029.000000 Penalty: 5711.817871
	Iteration 14Q: 3 clusters Score -1.342203e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -13422274.000000 Penalty: 5711.817871
	Iteration 15Q: 3 clusters Score -1.342227e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -13422407.000000 Penalty: 5711.817871
	Iteration 16Q: 3 clusters Score -1.342241e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -13422647.000000 Penalty: 5711.817871
	Iteration 17Q: 3 clusters Score -1.342265e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -13422871.000000 Penalty: 5711.817871
	Iteration 18Q: 3 clusters Score -1.342287e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -13423116.000000 Penalty: 5711.817871
	Iteration 19Q: 3 clusters Score -1.342312e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -13423424.000000 Penalty: 5711.817871
	Iteration 20F: 3 clusters Score -1.342342e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -13423667.000000 Penalty: 5711.817871
	Iteration 21Q: 3 clusters Score -1.342367e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -13423903.000000 Penalty: 5711.817871
	Iteration 22Q: 3 clusters Score -1.34239e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -13424159.000000 Penalty: 5711.817871
	Iteration 23Q: 3 clusters Score -1.342416e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -13424410.000000 Penalty: 5711.817871
	Iteration 24Q: 3 clusters Score -1.342441e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -13424768.000000 Penalty: 5711.817871
	Iteration 25Q: 3 clusters Score -1.342477e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -13425024.000000 Penalty: 5711.817871
	Iteration 26Q: 3 clusters Score -1.342502e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -13425249.000000 Penalty: 5711.817871
	Iteration 27Q: 3 clusters Score -1.342525e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -13425529.000000 Penalty: 5711.817871
	Iteration 28Q: 3 clusters Score -1.342553e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -13425860.000000 Penalty: 5711.817871
	Iteration 29Q: 3 clusters Score -1.342586e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -13426254.000000 Penalty: 5711.817871
	Iteration 30Q: 3 clusters Score -1.342625e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -13426628.000000 Penalty: 5711.817871
	Iteration 31Q: 3 clusters Score -1.342663e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -13427057.000000 Penalty: 5711.817871
	Iteration 32Q: 3 clusters Score -1.342706e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -13427491.000000 Penalty: 5711.817871
	Iteration 33Q: 3 clusters Score -1.342749e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -13427908.000000 Penalty: 5711.817871
	Iteration 34Q: 3 clusters Score -1.342791e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -13428230.000000 Penalty: 5711.817871
	Iteration 35Q: 3 clusters Score -1.342823e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -13428710.000000 Penalty: 5711.817871
	Iteration 36Q: 3 clusters Score -1.342871e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -13429261.000000 Penalty: 5711.817871
	Iteration 37Q: 3 clusters Score -1.342926e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -13429670.000000 Penalty: 5711.817871
	Iteration 38Q: 3 clusters Score -1.342967e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -13430032.000000 Penalty: 5711.817871
	Iteration 39Q: 3 clusters Score -1.343003e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -13430424.000000 Penalty: 5711.817871
	Iteration 40F: 3 clusters Score -1.343042e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -13430757.000000 Penalty: 5711.817871
	Iteration 41Q: 3 clusters Score -1.343076e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -13431007.000000 Penalty: 5711.817871
	Iteration 42Q: 3 clusters Score -1.343101e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -13431253.000000 Penalty: 5711.817871
	Iteration 43Q: 3 clusters Score -1.343125e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -13431461.000000 Penalty: 5711.817871
	Iteration 44Q: 3 clusters Score -1.343146e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -13431600.000000 Penalty: 5711.817871
	Iteration 45Q: 3 clusters Score -1.34316e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -13431743.000000 Penalty: 5711.817871
	Iteration 46Q: 3 clusters Score -1.343174e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -13431853.000000 Penalty: 5711.817871
	Iteration 47Q: 3 clusters Score -1.343185e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -13431949.000000 Penalty: 5711.817871
	Iteration 48Q: 3 clusters Score -1.343195e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -13432023.000000 Penalty: 5711.817871
	Iteration 49Q: 3 clusters Score -1.343202e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -13432108.000000 Penalty: 5711.817871
	Iteration 50Q: 3 clusters Score -1.343211e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -13432203.000000 Penalty: 5711.817871
	Iteration 51Q: 3 clusters Score -1.34322e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -13432274.000000 Penalty: 5711.817871
	Iteration 52Q: 3 clusters Score -1.343227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 98735 members 
Entering Unmasked Estep 
Score: -13432345.000000 Penalty: 5711.817871
	Iteration 53Q: 3 clusters Score -1.343234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -13432383.000000 Penalty: 5711.817871
	Iteration 54Q: 3 clusters Score -1.343238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -13432433.000000 Penalty: 5711.817871
	Iteration 55Q: 3 clusters Score -1.343243e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -13432464.000000 Penalty: 5711.817871
	Iteration 56Q: 3 clusters Score -1.343246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -13432492.000000 Penalty: 5711.817871
	Iteration 57Q: 3 clusters Score -1.343249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -13432518.000000 Penalty: 5711.817871
	Iteration 58Q: 3 clusters Score -1.343252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -13432533.000000 Penalty: 5711.817871
	Iteration 59Q: 3 clusters Score -1.343253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -13432539.000000 Penalty: 5711.817871
	Iteration 60F: 3 clusters Score -1.343254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -13432533.000000 Penalty: 5711.817871
	Iteration 61Q: 3 clusters Score -1.343253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -13432546.000000 Penalty: 5711.817871
	Iteration 62Q: 3 clusters Score -1.343255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -13432576.000000 Penalty: 5711.817871
	Iteration 63Q: 3 clusters Score -1.343258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
Score: -13432581.000000 Penalty: 5711.817871
	Iteration 64Q: 3 clusters Score -1.343258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -13432582.000000 Penalty: 5711.817871
	Iteration 65Q: 3 clusters Score -1.343258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -13432584.000000 Penalty: 5711.817871
	Iteration 66Q: 3 clusters Score -1.343258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -13432587.000000 Penalty: 5711.817871
	Iteration 67Q: 3 clusters Score -1.343259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -13432604.000000 Penalty: 5711.817871
	Iteration 68Q: 3 clusters Score -1.34326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -13432597.000000 Penalty: 5711.817871
	Iteration 69Q: 3 clusters Score -1.34326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -13432608.000000 Penalty: 5711.817871
	Iteration 70Q: 3 clusters Score -1.343261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13432624.000000 Penalty: 5711.817871
	Iteration 71Q: 3 clusters Score -1.343262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -13432621.000000 Penalty: 5711.817871
	Iteration 72Q: 3 clusters Score -1.343262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -13432622.000000 Penalty: 5711.817871
	Iteration 73Q: 3 clusters Score -1.343262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -13432632.000000 Penalty: 5711.817871
	Iteration 74Q: 3 clusters Score -1.343263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -13432637.000000 Penalty: 5711.817871
	Iteration 75Q: 3 clusters Score -1.343264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -13432646.000000 Penalty: 5711.817871
	Iteration 76Q: 3 clusters Score -1.343265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -13432635.000000 Penalty: 5711.817871
	Iteration 77Q: 3 clusters Score -1.343264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -13432643.000000 Penalty: 5711.817871
	Iteration 78Q: 3 clusters Score -1.343264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -13432654.000000 Penalty: 5711.817871
	Iteration 79Q: 3 clusters Score -1.343265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -13432669.000000 Penalty: 5711.817871
	Iteration 80F: 3 clusters Score -1.343267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -13432668.000000 Penalty: 5711.817871
	Iteration 81Q: 3 clusters Score -1.343267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -13432681.000000 Penalty: 5711.817871
	Iteration 82Q: 3 clusters Score -1.343268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -13432681.000000 Penalty: 5711.817871
	Iteration 83F: 3 clusters Score -1.343268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -46227.003906 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -46227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44810.277344 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -44810.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45019.351562 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -45019.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45182.300781 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -45182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45305.242188 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -45305.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45494.941406 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -45494.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45655.046875 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -45655.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45845.636719 Penalty: 2975.472656
	Iteration 6F: 3 clusters Score -45845.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45938.683594 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -45938.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -46226.410156 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -46226.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46389.410156 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -46389.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -46447.777344 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -46447.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46494.570312 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -46494.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46503.605469 Penalty: 2975.472656
	Iteration 12F: 3 clusters Score -46503.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -46532.679688 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -46532.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -46590.464844 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -46590.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46595.765625 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -46595.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46616.992188 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -46616.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46629.085938 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -46629.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -46629.085938 Penalty: 2975.472656
	Iteration 18F: 3 clusters Score -46629.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157265 members 
Mstep: Class 4 contains 123120 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47410 members 
Mstep: Class 7 contains 180155 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54663 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100284 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 19 contains 102 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181992 members 
Entering Unmasked Estep 
Score: -135267392.000000 Penalty: 75562.656250
Splitting cluster 14 changes total score from -135268880.000000 to -135267392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -50987.675781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -50987.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49553.941406 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -49553.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49750.453125 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -49750.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49849.515625 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -49849.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49924.855469 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -49924.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49975.289062 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -49975.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50061.339844 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -50061.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50310.113281 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -50310.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50505.765625 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -50505.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50565.816406 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -50565.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50600.785156 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -50600.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50639.296875 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -50639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50649.667969 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -50649.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50649.667969 Penalty: 3015.646973
	Iteration 12F: 3 clusters Score -50649.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -121112.421875 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -121112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119171.531250 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -119171.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119510.367188 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -119510.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119656.687500 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -119656.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119853.054688 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -119853.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120182.328125 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -120182.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -120365.203125 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -120365.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -120557.164062 Penalty: 3423.760498
	Iteration 6F: 3 clusters Score -120557.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -120752.125000 Penalty: 3423.760498
	Iteration 7F: 3 clusters Score -120752.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -120892.406250 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -120892.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -121005.007812 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -121005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -121055.437500 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -121055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -121091.843750 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -121091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -121100.460938 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -121100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -121100.460938 Penalty: 3423.760498
	Iteration 13F: 3 clusters Score -121100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -117082.414062 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -117082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115159.648438 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -115159.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115473.203125 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -115473.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -115575.546875 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -115575.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115667.406250 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -115667.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115741.351562 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -115741.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115864.117188 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -115864.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116208.945312 Penalty: 3408.061279
	Iteration 6F: 3 clusters Score -116208.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116455.242188 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -116455.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116575.523438 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -116575.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116674.226562 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -116674.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116748.609375 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -116748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116779.757812 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -116779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116801.406250 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -116801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116831.250000 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -116831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116860.335938 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -116860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -116870.882812 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -116870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -116879.226562 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -116879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -116891.640625 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -116891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -116908.695312 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -116908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -116925.359375 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -116925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116960.609375 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -116960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -116988.320312 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -116988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -116998.992188 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -116999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -117001.625000 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -117001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -117003.500000 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -117003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -117005.117188 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -117005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -117008.476562 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -117008.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -117008.890625 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -117008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -117011.179688 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -117011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -117011.179688 Penalty: 3408.061279
	Iteration 29F: 3 clusters Score -117011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Entering Unmasked Estep 
Score: -6714658.000000 Penalty: 2682.778564
	Iteration 0F: 2 clusters Score -6714658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6681150.000000 Penalty: 5365.557129
	Iteration 0F: 3 clusters Score -6681150 nChanged 22883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -6694021.000000 Penalty: 5365.557129
	Iteration 1F: 3 clusters Score -6694021 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6694741.000000 Penalty: 5365.557129
	Iteration 2Q: 3 clusters Score -6694741 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -6695696.500000 Penalty: 5365.557129
	Iteration 3Q: 3 clusters Score -6695696 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -6697020.000000 Penalty: 5365.557129
	Iteration 4F: 3 clusters Score -6697020 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -6698838.500000 Penalty: 5365.557129
	Iteration 5F: 3 clusters Score -6698838 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6701492.500000 Penalty: 5365.557129
	Iteration 6F: 3 clusters Score -6701492 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -6704735.500000 Penalty: 5365.557129
	Iteration 7F: 3 clusters Score -6704736 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -6707669.500000 Penalty: 5365.557129
	Iteration 8F: 3 clusters Score -6707670 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -6709201.500000 Penalty: 5365.557129
	Iteration 9Q: 3 clusters Score -6709202 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -6709900.500000 Penalty: 5365.557129
	Iteration 10Q: 3 clusters Score -6709900 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -6710280.500000 Penalty: 5365.557129
	Iteration 11Q: 3 clusters Score -6710280 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6710528.000000 Penalty: 5365.557129
	Iteration 12Q: 3 clusters Score -6710528 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -6710734.500000 Penalty: 5365.557129
	Iteration 13Q: 3 clusters Score -6710734 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6710940.500000 Penalty: 5365.557129
	Iteration 14Q: 3 clusters Score -6710940 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -6711040.500000 Penalty: 5365.557129
	Iteration 15Q: 3 clusters Score -6711040 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6711169.000000 Penalty: 5365.557129
	Iteration 16Q: 3 clusters Score -6711169 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6711260.000000 Penalty: 5365.557129
	Iteration 17Q: 3 clusters Score -6711260 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -6711371.000000 Penalty: 5365.557129
	Iteration 18Q: 3 clusters Score -6711371 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6711465.500000 Penalty: 5365.557129
	Iteration 19Q: 3 clusters Score -6711466 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6711521.500000 Penalty: 5365.557129
	Iteration 20F: 3 clusters Score -6711522 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -6711618.500000 Penalty: 5365.557129
	Iteration 21Q: 3 clusters Score -6711618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6711701.000000 Penalty: 5365.557129
	Iteration 22Q: 3 clusters Score -6711701 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6711763.500000 Penalty: 5365.557129
	Iteration 23Q: 3 clusters Score -6711764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6711801.000000 Penalty: 5365.557129
	Iteration 24Q: 3 clusters Score -6711801 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6711859.500000 Penalty: 5365.557129
	Iteration 25Q: 3 clusters Score -6711860 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6711893.000000 Penalty: 5365.557129
	Iteration 26Q: 3 clusters Score -6711893 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6711920.000000 Penalty: 5365.557129
	Iteration 27Q: 3 clusters Score -6711920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6711985.000000 Penalty: 5365.557129
	Iteration 28Q: 3 clusters Score -6711985 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6712041.000000 Penalty: 5365.557129
	Iteration 29Q: 3 clusters Score -6712041 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6712068.500000 Penalty: 5365.557129
	Iteration 30Q: 3 clusters Score -6712068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6712111.500000 Penalty: 5365.557129
	Iteration 31Q: 3 clusters Score -6712112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6712144.500000 Penalty: 5365.557129
	Iteration 32Q: 3 clusters Score -6712144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6712172.500000 Penalty: 5365.557129
	Iteration 33Q: 3 clusters Score -6712172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6712175.500000 Penalty: 5365.557129
	Iteration 34Q: 3 clusters Score -6712176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6712186.000000 Penalty: 5365.557129
	Iteration 35Q: 3 clusters Score -6712186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6712208.000000 Penalty: 5365.557129
	Iteration 36Q: 3 clusters Score -6712208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6712223.000000 Penalty: 5365.557129
	Iteration 37Q: 3 clusters Score -6712223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6712233.000000 Penalty: 5365.557129
	Iteration 38Q: 3 clusters Score -6712233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6712255.500000 Penalty: 5365.557129
	Iteration 39Q: 3 clusters Score -6712256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6712278.000000 Penalty: 5365.557129
	Iteration 40F: 3 clusters Score -6712278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6712290.000000 Penalty: 5365.557129
	Iteration 41Q: 3 clusters Score -6712290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6712299.500000 Penalty: 5365.557129
	Iteration 42Q: 3 clusters Score -6712300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6712304.500000 Penalty: 5365.557129
	Iteration 43Q: 3 clusters Score -6712304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6712319.000000 Penalty: 5365.557129
	Iteration 44Q: 3 clusters Score -6712319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6712331.500000 Penalty: 5365.557129
	Iteration 45Q: 3 clusters Score -6712332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6712329.000000 Penalty: 5365.557129
	Iteration 46Q: 3 clusters Score -6712329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6712340.000000 Penalty: 5365.557129
	Iteration 47Q: 3 clusters Score -6712340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6712353.500000 Penalty: 5365.557129
	Iteration 48Q: 3 clusters Score -6712354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6712358.000000 Penalty: 5365.557129
	Iteration 49Q: 3 clusters Score -6712358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6712363.000000 Penalty: 5365.557129
	Iteration 50Q: 3 clusters Score -6712363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6712367.500000 Penalty: 5365.557129
	Iteration 51Q: 3 clusters Score -6712368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6712382.500000 Penalty: 5365.557129
	Iteration 52Q: 3 clusters Score -6712382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6712398.000000 Penalty: 5365.557129
	Iteration 53Q: 3 clusters Score -6712398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6712393.500000 Penalty: 5365.557129
	Iteration 54Q: 3 clusters Score -6712394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6712409.500000 Penalty: 5365.557129
	Iteration 55Q: 3 clusters Score -6712410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6712412.000000 Penalty: 5365.557129
	Iteration 56Q: 3 clusters Score -6712412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6712397.500000 Penalty: 5365.557129
	Iteration 57Q: 3 clusters Score -6712398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6712395.500000 Penalty: 5365.557129
	Iteration 58Q: 3 clusters Score -6712396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6712409.500000 Penalty: 5365.557129
	Iteration 59Q: 3 clusters Score -6712410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6712415.000000 Penalty: 5365.557129
	Iteration 60F: 3 clusters Score -6712415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6712424.500000 Penalty: 5365.557129
	Iteration 61Q: 3 clusters Score -6712424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6712424.500000 Penalty: 5365.557129
	Iteration 62Q: 3 clusters Score -6712424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6712423.500000 Penalty: 5365.557129
	Iteration 63Q: 3 clusters Score -6712424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6712436.000000 Penalty: 5365.557129
	Iteration 64Q: 3 clusters Score -6712436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6712433.500000 Penalty: 5365.557129
	Iteration 65Q: 3 clusters Score -6712434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6712438.000000 Penalty: 5365.557129
	Iteration 66Q: 3 clusters Score -6712438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6712446.500000 Penalty: 5365.557129
	Iteration 67Q: 3 clusters Score -6712446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6712451.500000 Penalty: 5365.557129
	Iteration 68Q: 3 clusters Score -6712452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6712455.000000 Penalty: 5365.557129
	Iteration 69Q: 3 clusters Score -6712455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6712447.500000 Penalty: 5365.557129
	Iteration 70Q: 3 clusters Score -6712448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6712457.500000 Penalty: 5365.557129
	Iteration 71Q: 3 clusters Score -6712458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6712459.000000 Penalty: 5365.557129
	Iteration 72Q: 3 clusters Score -6712459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6712461.000000 Penalty: 5365.557129
	Iteration 73Q: 3 clusters Score -6712461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6712466.500000 Penalty: 5365.557129
	Iteration 74Q: 3 clusters Score -6712466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6712462.500000 Penalty: 5365.557129
	Iteration 75Q: 3 clusters Score -6712462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6712469.500000 Penalty: 5365.557129
	Iteration 76Q: 3 clusters Score -6712470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6712465.500000 Penalty: 5365.557129
	Iteration 77Q: 3 clusters Score -6712466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6712465.500000 Penalty: 5365.557129
	Iteration 78Q: 3 clusters Score -6712466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6712460.000000 Penalty: 5365.557129
	Iteration 79Q: 3 clusters Score -6712460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6712460.000000 Penalty: 5365.557129
	Iteration 80F: 3 clusters Score -6712460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Entering Unmasked Estep 
Score: -2706234.250000 Penalty: 2471.624512
	Iteration 0F: 2 clusters Score -2706234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2691360.000000 Penalty: 4943.249023
	Iteration 0F: 3 clusters Score -2691360 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2696409.750000 Penalty: 4943.249023
	Iteration 1F: 3 clusters Score -2696410 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2696887.000000 Penalty: 4943.249023
	Iteration 2F: 3 clusters Score -2696887 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2697274.750000 Penalty: 4943.249023
	Iteration 3Q: 3 clusters Score -2697275 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2697582.000000 Penalty: 4943.249023
	Iteration 4Q: 3 clusters Score -2697582 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2697840.000000 Penalty: 4943.249023
	Iteration 5Q: 3 clusters Score -2697840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2698116.500000 Penalty: 4943.249023
	Iteration 6Q: 3 clusters Score -2698116 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2698372.500000 Penalty: 4943.249023
	Iteration 7Q: 3 clusters Score -2698372 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2698691.750000 Penalty: 4943.249023
	Iteration 8Q: 3 clusters Score -2698692 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2699060.000000 Penalty: 4943.249023
	Iteration 9Q: 3 clusters Score -2699060 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2699490.000000 Penalty: 4943.249023
	Iteration 10Q: 3 clusters Score -2699490 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2699954.000000 Penalty: 4943.249023
	Iteration 11Q: 3 clusters Score -2699954 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2700501.750000 Penalty: 4943.249023
	Iteration 12Q: 3 clusters Score -2700502 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2701129.000000 Penalty: 4943.249023
	Iteration 13Q: 3 clusters Score -2701129 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2701771.000000 Penalty: 4943.249023
	Iteration 14Q: 3 clusters Score -2701771 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2702377.000000 Penalty: 4943.249023
	Iteration 15Q: 3 clusters Score -2702377 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2702896.000000 Penalty: 4943.249023
	Iteration 16Q: 3 clusters Score -2702896 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2703283.500000 Penalty: 4943.249023
	Iteration 17Q: 3 clusters Score -2703284 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2703573.750000 Penalty: 4943.249023
	Iteration 18Q: 3 clusters Score -2703574 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2703802.500000 Penalty: 4943.249023
	Iteration 19Q: 3 clusters Score -2703802 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2703965.000000 Penalty: 4943.249023
	Iteration 20F: 3 clusters Score -2703965 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2704080.750000 Penalty: 4943.249023
	Iteration 21Q: 3 clusters Score -2704081 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2704203.500000 Penalty: 4943.249023
	Iteration 22Q: 3 clusters Score -2704204 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2704311.000000 Penalty: 4943.249023
	Iteration 23Q: 3 clusters Score -2704311 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2704389.250000 Penalty: 4943.249023
	Iteration 24Q: 3 clusters Score -2704389 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2704443.750000 Penalty: 4943.249023
	Iteration 25Q: 3 clusters Score -2704444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2704507.250000 Penalty: 4943.249023
	Iteration 26Q: 3 clusters Score -2704507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2704569.250000 Penalty: 4943.249023
	Iteration 27Q: 3 clusters Score -2704569 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2704609.250000 Penalty: 4943.249023
	Iteration 28Q: 3 clusters Score -2704609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2704661.500000 Penalty: 4943.249023
	Iteration 29Q: 3 clusters Score -2704662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2704711.000000 Penalty: 4943.249023
	Iteration 30Q: 3 clusters Score -2704711 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2704749.750000 Penalty: 4943.249023
	Iteration 31Q: 3 clusters Score -2704750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2704781.250000 Penalty: 4943.249023
	Iteration 32Q: 3 clusters Score -2704781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2704818.750000 Penalty: 4943.249023
	Iteration 33Q: 3 clusters Score -2704819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2704848.250000 Penalty: 4943.249023
	Iteration 34Q: 3 clusters Score -2704848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2704860.500000 Penalty: 4943.249023
	Iteration 35Q: 3 clusters Score -2704860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2704883.000000 Penalty: 4943.249023
	Iteration 36Q: 3 clusters Score -2704883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2704897.500000 Penalty: 4943.249023
	Iteration 37Q: 3 clusters Score -2704898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2704907.500000 Penalty: 4943.249023
	Iteration 38Q: 3 clusters Score -2704908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2704922.250000 Penalty: 4943.249023
	Iteration 39Q: 3 clusters Score -2704922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2704931.500000 Penalty: 4943.249023
	Iteration 40F: 3 clusters Score -2704932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2704938.250000 Penalty: 4943.249023
	Iteration 41Q: 3 clusters Score -2704938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2704941.500000 Penalty: 4943.249023
	Iteration 42Q: 3 clusters Score -2704942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2704945.250000 Penalty: 4943.249023
	Iteration 43Q: 3 clusters Score -2704945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2704951.500000 Penalty: 4943.249023
	Iteration 44Q: 3 clusters Score -2704952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2704963.000000 Penalty: 4943.249023
	Iteration 45Q: 3 clusters Score -2704963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2704966.500000 Penalty: 4943.249023
	Iteration 46Q: 3 clusters Score -2704966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2704970.500000 Penalty: 4943.249023
	Iteration 47Q: 3 clusters Score -2704970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2704974.500000 Penalty: 4943.249023
	Iteration 48Q: 3 clusters Score -2704974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2704977.500000 Penalty: 4943.249023
	Iteration 49Q: 3 clusters Score -2704978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2704980.250000 Penalty: 4943.249023
	Iteration 50Q: 3 clusters Score -2704980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2704984.000000 Penalty: 4943.249023
	Iteration 51Q: 3 clusters Score -2704984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2704988.000000 Penalty: 4943.249023
	Iteration 52Q: 3 clusters Score -2704988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2704988.750000 Penalty: 4943.249023
	Iteration 53Q: 3 clusters Score -2704989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2704989.750000 Penalty: 4943.249023
	Iteration 54Q: 3 clusters Score -2704990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2704995.250000 Penalty: 4943.249023
	Iteration 55Q: 3 clusters Score -2704995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2704995.500000 Penalty: 4943.249023
	Iteration 56Q: 3 clusters Score -2704996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2704999.000000 Penalty: 4943.249023
	Iteration 57Q: 3 clusters Score -2704999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2704999.500000 Penalty: 4943.249023
	Iteration 58Q: 3 clusters Score -2705000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2704997.500000 Penalty: 4943.249023
	Iteration 59Q: 3 clusters Score -2704998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2705000.000000 Penalty: 4943.249023
	Iteration 60F: 3 clusters Score -2705000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2705001.500000 Penalty: 4943.249023
	Iteration 61Q: 3 clusters Score -2705002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2705004.500000 Penalty: 4943.249023
	Iteration 62Q: 3 clusters Score -2705004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2705004.500000 Penalty: 4943.249023
	Iteration 63F: 3 clusters Score -2705004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -327645.093750 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -327645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -324710.968750 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -324711 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -325250.468750 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -325250.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -325383.375000 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -325383.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -325447.718750 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -325447.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -325491.093750 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -325491.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -325523.437500 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -325523.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -325549.281250 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -325549.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -325570.281250 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -325570.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -325584.312500 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -325584.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -325594.531250 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -325594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -325601.031250 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -325601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -325603.406250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -325603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325605.625000 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -325605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -325607.843750 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -325607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -325612.031250 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -325612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -325615.062500 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -325615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -325621.968750 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -325622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -325625.281250 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -325625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -325630.250000 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -325630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -325634.156250 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -325634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -325635.312500 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -325635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -325637.031250 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -325637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -325638.000000 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -325638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -325639.312500 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -325639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -325639.312500 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -325639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -325640.593750 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -325640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325640.156250 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -325640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -325641.125000 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -325641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -325642.000000 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -325642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -325643.312500 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -325643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -325643.281250 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -325643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -325643.281250 Penalty: 3879.733887
	Iteration 31F: 3 clusters Score -325643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (181992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Entering Unmasked Estep 
Score: -24176510.000000 Penalty: 3003.706055
	Iteration 0F: 2 clusters Score -2.417651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 90660 members 
Entering Unmasked Estep 
Score: -24057092.000000 Penalty: 6007.412109
	Iteration 0F: 3 clusters Score -2.405709e+07 nChanged 87511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -24108262.000000 Penalty: 6007.412109
	Iteration 1F: 3 clusters Score -2.410826e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -24109932.000000 Penalty: 6007.412109
	Iteration 2Q: 3 clusters Score -2.410993e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -24112382.000000 Penalty: 6007.412109
	Iteration 3Q: 3 clusters Score -2.411238e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -24117180.000000 Penalty: 6007.412109
	Iteration 4F: 3 clusters Score -2.411718e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125982 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -24126540.000000 Penalty: 6007.412109
	Iteration 5F: 3 clusters Score -2.412654e+07 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -24141002.000000 Penalty: 6007.412109
	Iteration 6F: 3 clusters Score -2.4141e+07 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -24156044.000000 Penalty: 6007.412109
	Iteration 7F: 3 clusters Score -2.415604e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -24166670.000000 Penalty: 6007.412109
	Iteration 8F: 3 clusters Score -2.416667e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -24170896.000000 Penalty: 6007.412109
	Iteration 9Q: 3 clusters Score -2.41709e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -24172588.000000 Penalty: 6007.412109
	Iteration 10Q: 3 clusters Score -2.417259e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174915 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -24173330.000000 Penalty: 6007.412109
	Iteration 11Q: 3 clusters Score -2.417333e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -24173760.000000 Penalty: 6007.412109
	Iteration 12Q: 3 clusters Score -2.417376e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -24174018.000000 Penalty: 6007.412109
	Iteration 13Q: 3 clusters Score -2.417402e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -24174192.000000 Penalty: 6007.412109
	Iteration 14Q: 3 clusters Score -2.417419e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -24174264.000000 Penalty: 6007.412109
	Iteration 15Q: 3 clusters Score -2.417426e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -24174276.000000 Penalty: 6007.412109
	Iteration 16Q: 3 clusters Score -2.417428e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -24174358.000000 Penalty: 6007.412109
	Iteration 17Q: 3 clusters Score -2.417436e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179323 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -24174350.000000 Penalty: 6007.412109
	Iteration 18Q: 3 clusters Score -2.417435e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -24174322.000000 Penalty: 6007.412109
	Iteration 19Q: 3 clusters Score -2.417432e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179727 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24174336.000000 Penalty: 6007.412109
	Iteration 20F: 3 clusters Score -2.417434e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179876 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -24174344.000000 Penalty: 6007.412109
	Iteration 21Q: 3 clusters Score -2.417434e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180004 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -24174396.000000 Penalty: 6007.412109
	Iteration 22Q: 3 clusters Score -2.41744e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -24174402.000000 Penalty: 6007.412109
	Iteration 23Q: 3 clusters Score -2.41744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -24174424.000000 Penalty: 6007.412109
	Iteration 24Q: 3 clusters Score -2.417442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -24174446.000000 Penalty: 6007.412109
	Iteration 25Q: 3 clusters Score -2.417445e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180372 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24174470.000000 Penalty: 6007.412109
	Iteration 26Q: 3 clusters Score -2.417447e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180430 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -24174468.000000 Penalty: 6007.412109
	Iteration 27Q: 3 clusters Score -2.417447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -24174484.000000 Penalty: 6007.412109
	Iteration 28Q: 3 clusters Score -2.417448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180507 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24174490.000000 Penalty: 6007.412109
	Iteration 29Q: 3 clusters Score -2.417449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180540 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -24174530.000000 Penalty: 6007.412109
	Iteration 30Q: 3 clusters Score -2.417453e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -24174542.000000 Penalty: 6007.412109
	Iteration 31Q: 3 clusters Score -2.417454e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180610 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -24174482.000000 Penalty: 6007.412109
	Iteration 32Q: 3 clusters Score -2.417448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180639 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24174506.000000 Penalty: 6007.412109
	Iteration 33Q: 3 clusters Score -2.417451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -24174522.000000 Penalty: 6007.412109
	Iteration 34Q: 3 clusters Score -2.417452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -24174504.000000 Penalty: 6007.412109
	Iteration 35Q: 3 clusters Score -2.41745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24174516.000000 Penalty: 6007.412109
	Iteration 36Q: 3 clusters Score -2.417452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24174502.000000 Penalty: 6007.412109
	Iteration 37Q: 3 clusters Score -2.41745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -24174488.000000 Penalty: 6007.412109
	Iteration 38Q: 3 clusters Score -2.417449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -24174494.000000 Penalty: 6007.412109
	Iteration 39Q: 3 clusters Score -2.417449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -24174510.000000 Penalty: 6007.412109
	Iteration 40F: 3 clusters Score -2.417451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24174522.000000 Penalty: 6007.412109
	Iteration 41Q: 3 clusters Score -2.417452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180782 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24174532.000000 Penalty: 6007.412109
	Iteration 42Q: 3 clusters Score -2.417453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24174520.000000 Penalty: 6007.412109
	Iteration 43Q: 3 clusters Score -2.417452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180802 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -24174522.000000 Penalty: 6007.412109
	Iteration 44Q: 3 clusters Score -2.417452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180805 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -24174524.000000 Penalty: 6007.412109
	Iteration 45Q: 3 clusters Score -2.417452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24174534.000000 Penalty: 6007.412109
	Iteration 46Q: 3 clusters Score -2.417453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -24174528.000000 Penalty: 6007.412109
	Iteration 47Q: 3 clusters Score -2.417453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24174524.000000 Penalty: 6007.412109
	Iteration 48Q: 3 clusters Score -2.417452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180816 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24174512.000000 Penalty: 6007.412109
	Iteration 49Q: 3 clusters Score -2.417451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24174528.000000 Penalty: 6007.412109
	Iteration 50Q: 3 clusters Score -2.417453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24174524.000000 Penalty: 6007.412109
	Iteration 51Q: 3 clusters Score -2.417452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180821 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24174524.000000 Penalty: 6007.412109
	Iteration 52Q: 3 clusters Score -2.417452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24174520.000000 Penalty: 6007.412109
	Iteration 53Q: 3 clusters Score -2.417452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -24174520.000000 Penalty: 6007.412109
	Iteration 54F: 3 clusters Score -2.417452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157265 members 
Mstep: Class 4 contains 123120 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47410 members 
Mstep: Class 7 contains 180155 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54663 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100284 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268880.000000 Penalty: 72127.992188
Iteration 199Q: 22 clusters Score -1.352689e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157268 members 
Mstep: Class 4 contains 123121 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47411 members 
Mstep: Class 7 contains 180154 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54661 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100280 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268800.000000 Penalty: 72127.992188
Iteration 200F: 22 clusters Score -1.352688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157267 members 
Mstep: Class 4 contains 123124 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47408 members 
Mstep: Class 7 contains 180159 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54659 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100277 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 181997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268800.000000 Penalty: 72127.992188
Iteration 201Q: 22 clusters Score -1.352688e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157268 members 
Mstep: Class 4 contains 123127 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 47409 members 
Mstep: Class 7 contains 180158 members 
Mstep: Class 8 contains 36819 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54657 members 
Mstep: Class 11 contains 43559 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100275 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49894 members 
Mstep: Class 20 contains 21294 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268832.000000 Penalty: 72127.992188
Iteration 202Q: 22 clusters Score -1.352688e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157271 members 
Mstep: Class 4 contains 123127 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180158 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54654 members 
Mstep: Class 11 contains 43559 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100268 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 20 contains 21295 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268848.000000 Penalty: 72127.992188
Iteration 203Q: 22 clusters Score -1.352688e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157275 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180157 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54653 members 
Mstep: Class 11 contains 43559 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100264 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21296 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268816.000000 Penalty: 72127.992188
Iteration 204Q: 22 clusters Score -1.352688e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157271 members 
Mstep: Class 4 contains 123124 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180161 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100261 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49891 members 
Mstep: Class 20 contains 21299 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268768.000000 Penalty: 72127.992188
Iteration 205Q: 22 clusters Score -1.352688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157269 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180162 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100261 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21299 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268800.000000 Penalty: 72127.992188
Iteration 206Q: 22 clusters Score -1.352688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157269 members 
Mstep: Class 4 contains 123128 members 
Mstep: Class 5 contains 25411 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180159 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100262 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21299 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268752.000000 Penalty: 72127.992188
Iteration 207Q: 22 clusters Score -1.352688e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157269 members 
Mstep: Class 4 contains 123128 members 
Mstep: Class 5 contains 25409 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180156 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54651 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100262 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49891 members 
Mstep: Class 20 contains 21299 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268736.000000 Penalty: 72127.992188
Iteration 208Q: 22 clusters Score -1.352687e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157268 members 
Mstep: Class 4 contains 123128 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47405 members 
Mstep: Class 7 contains 180156 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54650 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100262 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49891 members 
Mstep: Class 20 contains 21300 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268752.000000 Penalty: 72127.992188
Iteration 209Q: 22 clusters Score -1.352688e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157265 members 
Mstep: Class 4 contains 123124 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 47407 members 
Mstep: Class 7 contains 180162 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54649 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100263 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268768.000000 Penalty: 72127.992188
Iteration 210Q: 22 clusters Score -1.352688e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157266 members 
Mstep: Class 4 contains 123124 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47406 members 
Mstep: Class 7 contains 180166 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54649 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100262 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21300 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268720.000000 Penalty: 72127.992188
Iteration 211Q: 22 clusters Score -1.352687e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157268 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47404 members 
Mstep: Class 7 contains 180168 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54650 members 
Mstep: Class 11 contains 43560 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100261 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21300 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268704.000000 Penalty: 72127.992188
Iteration 212Q: 22 clusters Score -1.352687e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157271 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47403 members 
Mstep: Class 7 contains 180162 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54651 members 
Mstep: Class 11 contains 43559 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100260 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49890 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268720.000000 Penalty: 72127.992188
Iteration 213Q: 22 clusters Score -1.352687e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157271 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100259 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268704.000000 Penalty: 72127.992188
Iteration 214Q: 22 clusters Score -1.352687e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157271 members 
Mstep: Class 4 contains 123127 members 
Mstep: Class 5 contains 25408 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43556 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100259 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268736.000000 Penalty: 72127.992188
Iteration 215Q: 22 clusters Score -1.352687e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157272 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180165 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43557 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100259 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49887 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268736.000000 Penalty: 72127.992188
Iteration 216Q: 22 clusters Score -1.352687e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157273 members 
Mstep: Class 4 contains 123126 members 
Mstep: Class 5 contains 25406 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43557 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268752.000000 Penalty: 72127.992188
Iteration 217Q: 22 clusters Score -1.352688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157274 members 
Mstep: Class 4 contains 123125 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180163 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268752.000000 Penalty: 72127.992188
Iteration 218Q: 22 clusters Score -1.352688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157274 members 
Mstep: Class 4 contains 123125 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268768.000000 Penalty: 72127.992188
Iteration 219Q: 22 clusters Score -1.352688e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 157274 members 
Mstep: Class 4 contains 123125 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268768.000000 Penalty: 72127.992188
Iteration 220F: 22 clusters Score -1.352688e+08 nChanged 0
Entering ConstructFrom: 
Score: -135268768.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -453898.718750 Penalty: 2029.205322
	Iteration 0F: 2 clusters Score -453898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -450226.125000 Penalty: 4058.410645
	Iteration 0F: 3 clusters Score -450226.1 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -451006.562500 Penalty: 4058.410645
	Iteration 1F: 3 clusters Score -451006.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -451166.781250 Penalty: 4058.410645
	Iteration 2F: 3 clusters Score -451166.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -451266.906250 Penalty: 4058.410645
	Iteration 3Q: 3 clusters Score -451266.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -451329.375000 Penalty: 4058.410645
	Iteration 4Q: 3 clusters Score -451329.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -451365.843750 Penalty: 4058.410645
	Iteration 5Q: 3 clusters Score -451365.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -451388.156250 Penalty: 4058.410645
	Iteration 6Q: 3 clusters Score -451388.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -451412.468750 Penalty: 4058.410645
	Iteration 7Q: 3 clusters Score -451412.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -451434.375000 Penalty: 4058.410645
	Iteration 8Q: 3 clusters Score -451434.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -451456.875000 Penalty: 4058.410645
	Iteration 9Q: 3 clusters Score -451456.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -451483.750000 Penalty: 4058.410645
	Iteration 10Q: 3 clusters Score -451483.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -451509.125000 Penalty: 4058.410645
	Iteration 11Q: 3 clusters Score -451509.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -451542.062500 Penalty: 4058.410645
	Iteration 12Q: 3 clusters Score -451542.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -451589.187500 Penalty: 4058.410645
	Iteration 13Q: 3 clusters Score -451589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -451631.468750 Penalty: 4058.410645
	Iteration 14Q: 3 clusters Score -451631.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -451672.750000 Penalty: 4058.410645
	Iteration 15Q: 3 clusters Score -451672.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -451713.875000 Penalty: 4058.410645
	Iteration 16Q: 3 clusters Score -451713.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -451756.812500 Penalty: 4058.410645
	Iteration 17Q: 3 clusters Score -451756.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -451794.906250 Penalty: 4058.410645
	Iteration 18Q: 3 clusters Score -451794.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -451844.031250 Penalty: 4058.410645
	Iteration 19Q: 3 clusters Score -451844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -451894.343750 Penalty: 4058.410645
	Iteration 20F: 3 clusters Score -451894.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -451950.781250 Penalty: 4058.410645
	Iteration 21Q: 3 clusters Score -451950.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -452001.593750 Penalty: 4058.410645
	Iteration 22Q: 3 clusters Score -452001.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -452052.593750 Penalty: 4058.410645
	Iteration 23Q: 3 clusters Score -452052.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -452097.187500 Penalty: 4058.410645
	Iteration 24Q: 3 clusters Score -452097.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -452125.750000 Penalty: 4058.410645
	Iteration 25Q: 3 clusters Score -452125.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -452153.531250 Penalty: 4058.410645
	Iteration 26Q: 3 clusters Score -452153.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -452179.625000 Penalty: 4058.410645
	Iteration 27Q: 3 clusters Score -452179.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -452207.718750 Penalty: 4058.410645
	Iteration 28Q: 3 clusters Score -452207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -452232.843750 Penalty: 4058.410645
	Iteration 29Q: 3 clusters Score -452232.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -452252.531250 Penalty: 4058.410645
	Iteration 30Q: 3 clusters Score -452252.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -452275.750000 Penalty: 4058.410645
	Iteration 31Q: 3 clusters Score -452275.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -452295.000000 Penalty: 4058.410645
	Iteration 32Q: 3 clusters Score -452295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -452316.906250 Penalty: 4058.410645
	Iteration 33Q: 3 clusters Score -452316.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -452333.531250 Penalty: 4058.410645
	Iteration 34Q: 3 clusters Score -452333.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -452352.218750 Penalty: 4058.410645
	Iteration 35Q: 3 clusters Score -452352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -452365.000000 Penalty: 4058.410645
	Iteration 36Q: 3 clusters Score -452365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -452376.593750 Penalty: 4058.410645
	Iteration 37Q: 3 clusters Score -452376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -452386.437500 Penalty: 4058.410645
	Iteration 38Q: 3 clusters Score -452386.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -452392.406250 Penalty: 4058.410645
	Iteration 39Q: 3 clusters Score -452392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -452397.281250 Penalty: 4058.410645
	Iteration 40F: 3 clusters Score -452397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -452401.281250 Penalty: 4058.410645
	Iteration 41Q: 3 clusters Score -452401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -452404.437500 Penalty: 4058.410645
	Iteration 42Q: 3 clusters Score -452404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -452407.750000 Penalty: 4058.410645
	Iteration 43Q: 3 clusters Score -452407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -452410.031250 Penalty: 4058.410645
	Iteration 44Q: 3 clusters Score -452410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -452410.031250 Penalty: 4058.410645
	Iteration 45F: 3 clusters Score -452410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -84159.710938 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -84159.71 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 379 members 
Entering Unmasked Estep 
Score: -82519.140625 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -82519.14 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83121.773438 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -83121.77 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83874.117188 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -83874.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84572.085938 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -84572.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -84777.671875 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -84777.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -84837.289062 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -84837.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84843.312500 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -84843.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84843.312500 Penalty: 3277.568359
	Iteration 7F: 3 clusters Score -84843.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 157274 members 
Mstep: Class 4 contains 123125 members 
Mstep: Class 5 contains 25405 members 
Mstep: Class 6 contains 47402 members 
Mstep: Class 7 contains 180164 members 
Mstep: Class 8 contains 36820 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 54652 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 49888 members 
Mstep: Class 19 contains 164 members 
Mstep: Class 20 contains 21301 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 182020 members 
Entering Unmasked Estep 
Score: -135267760.000000 Penalty: 75562.656250
Splitting cluster 2 changes total score from -135268768.000000 to -135267760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (157274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Entering Unmasked Estep 
Score: -20959672.000000 Penalty: 2967.504639
	Iteration 0F: 2 clusters Score -2.095967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -20859690.000000 Penalty: 5935.009277
	Iteration 0F: 3 clusters Score -2.085969e+07 nChanged 75127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -20903380.000000 Penalty: 5935.009277
	Iteration 1F: 3 clusters Score -2.090338e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -20904624.000000 Penalty: 5935.009277
	Iteration 2Q: 3 clusters Score -2.090462e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -20906214.000000 Penalty: 5935.009277
	Iteration 3Q: 3 clusters Score -2.090621e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -20908574.000000 Penalty: 5935.009277
	Iteration 4Q: 3 clusters Score -2.090857e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -20912050.000000 Penalty: 5935.009277
	Iteration 5Q: 3 clusters Score -2.091205e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -20917338.000000 Penalty: 5935.009277
	Iteration 6F: 3 clusters Score -2.091734e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -20924714.000000 Penalty: 5935.009277
	Iteration 7F: 3 clusters Score -2.092471e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -20933378.000000 Penalty: 5935.009277
	Iteration 8F: 3 clusters Score -2.093338e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -20939646.000000 Penalty: 5935.009277
	Iteration 9F: 3 clusters Score -2.093965e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -20942824.000000 Penalty: 5935.009277
	Iteration 10Q: 3 clusters Score -2.094282e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -20944144.000000 Penalty: 5935.009277
	Iteration 11Q: 3 clusters Score -2.094414e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105625 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -20945128.000000 Penalty: 5935.009277
	Iteration 12Q: 3 clusters Score -2.094513e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -20946050.000000 Penalty: 5935.009277
	Iteration 13Q: 3 clusters Score -2.094605e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -20947102.000000 Penalty: 5935.009277
	Iteration 14Q: 3 clusters Score -2.09471e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -20948120.000000 Penalty: 5935.009277
	Iteration 15Q: 3 clusters Score -2.094812e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -20949108.000000 Penalty: 5935.009277
	Iteration 16Q: 3 clusters Score -2.094911e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118848 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -20949842.000000 Penalty: 5935.009277
	Iteration 17Q: 3 clusters Score -2.094984e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121437 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -20950636.000000 Penalty: 5935.009277
	Iteration 18Q: 3 clusters Score -2.095064e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123904 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -20951308.000000 Penalty: 5935.009277
	Iteration 19Q: 3 clusters Score -2.095131e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126341 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -20951988.000000 Penalty: 5935.009277
	Iteration 20F: 3 clusters Score -2.095199e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128829 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -20952528.000000 Penalty: 5935.009277
	Iteration 21Q: 3 clusters Score -2.095253e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131327 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -20953070.000000 Penalty: 5935.009277
	Iteration 22Q: 3 clusters Score -2.095307e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133728 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -20953604.000000 Penalty: 5935.009277
	Iteration 23Q: 3 clusters Score -2.09536e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -20954100.000000 Penalty: 5935.009277
	Iteration 24Q: 3 clusters Score -2.09541e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -20954468.000000 Penalty: 5935.009277
	Iteration 25Q: 3 clusters Score -2.095447e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -20955008.000000 Penalty: 5935.009277
	Iteration 26Q: 3 clusters Score -2.095501e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142196 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -20955532.000000 Penalty: 5935.009277
	Iteration 27Q: 3 clusters Score -2.095553e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -20955760.000000 Penalty: 5935.009277
	Iteration 28Q: 3 clusters Score -2.095576e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -20955954.000000 Penalty: 5935.009277
	Iteration 29Q: 3 clusters Score -2.095595e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -20956280.000000 Penalty: 5935.009277
	Iteration 30Q: 3 clusters Score -2.095628e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -20956442.000000 Penalty: 5935.009277
	Iteration 31Q: 3 clusters Score -2.095644e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -20956682.000000 Penalty: 5935.009277
	Iteration 32Q: 3 clusters Score -2.095668e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -20956872.000000 Penalty: 5935.009277
	Iteration 33Q: 3 clusters Score -2.095687e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -20956940.000000 Penalty: 5935.009277
	Iteration 34Q: 3 clusters Score -2.095694e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151856 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -20957094.000000 Penalty: 5935.009277
	Iteration 35Q: 3 clusters Score -2.095709e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -20957096.000000 Penalty: 5935.009277
	Iteration 36Q: 3 clusters Score -2.09571e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20957182.000000 Penalty: 5935.009277
	Iteration 37Q: 3 clusters Score -2.095718e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -20957186.000000 Penalty: 5935.009277
	Iteration 38Q: 3 clusters Score -2.095719e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -20957208.000000 Penalty: 5935.009277
	Iteration 39Q: 3 clusters Score -2.095721e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -20957278.000000 Penalty: 5935.009277
	Iteration 40F: 3 clusters Score -2.095728e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -20957270.000000 Penalty: 5935.009277
	Iteration 41Q: 3 clusters Score -2.095727e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20957236.000000 Penalty: 5935.009277
	Iteration 42Q: 3 clusters Score -2.095724e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20957214.000000 Penalty: 5935.009277
	Iteration 43Q: 3 clusters Score -2.095721e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -20957234.000000 Penalty: 5935.009277
	Iteration 44Q: 3 clusters Score -2.095723e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -20957234.000000 Penalty: 5935.009277
	Iteration 45Q: 3 clusters Score -2.095723e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20957234.000000 Penalty: 5935.009277
	Iteration 46Q: 3 clusters Score -2.095723e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20957248.000000 Penalty: 5935.009277
	Iteration 47Q: 3 clusters Score -2.095725e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20957244.000000 Penalty: 5935.009277
	Iteration 48Q: 3 clusters Score -2.095724e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -20957278.000000 Penalty: 5935.009277
	Iteration 49Q: 3 clusters Score -2.095728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20957258.000000 Penalty: 5935.009277
	Iteration 50Q: 3 clusters Score -2.095726e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155413 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -20957258.000000 Penalty: 5935.009277
	Iteration 51Q: 3 clusters Score -2.095726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20957258.000000 Penalty: 5935.009277
	Iteration 52Q: 3 clusters Score -2.095726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20957268.000000 Penalty: 5935.009277
	Iteration 53Q: 3 clusters Score -2.095727e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20957264.000000 Penalty: 5935.009277
	Iteration 54Q: 3 clusters Score -2.095726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20957250.000000 Penalty: 5935.009277
	Iteration 55Q: 3 clusters Score -2.095725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20957236.000000 Penalty: 5935.009277
	Iteration 56Q: 3 clusters Score -2.095724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20957254.000000 Penalty: 5935.009277
	Iteration 57Q: 3 clusters Score -2.095725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20957280.000000 Penalty: 5935.009277
	Iteration 58Q: 3 clusters Score -2.095728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -20957282.000000 Penalty: 5935.009277
	Iteration 59Q: 3 clusters Score -2.095728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20957280.000000 Penalty: 5935.009277
	Iteration 60F: 3 clusters Score -2.095728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20957308.000000 Penalty: 5935.009277
	Iteration 61Q: 3 clusters Score -2.095731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155822 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20957306.000000 Penalty: 5935.009277
	Iteration 62Q: 3 clusters Score -2.095731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20957302.000000 Penalty: 5935.009277
	Iteration 63Q: 3 clusters Score -2.09573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155848 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20957300.000000 Penalty: 5935.009277
	Iteration 64Q: 3 clusters Score -2.09573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20957294.000000 Penalty: 5935.009277
	Iteration 65Q: 3 clusters Score -2.095729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -20957290.000000 Penalty: 5935.009277
	Iteration 66Q: 3 clusters Score -2.095729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20957298.000000 Penalty: 5935.009277
	Iteration 67Q: 3 clusters Score -2.09573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20957312.000000 Penalty: 5935.009277
	Iteration 68Q: 3 clusters Score -2.095731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20957326.000000 Penalty: 5935.009277
	Iteration 69Q: 3 clusters Score -2.095733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20957322.000000 Penalty: 5935.009277
	Iteration 70Q: 3 clusters Score -2.095732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155934 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20957324.000000 Penalty: 5935.009277
	Iteration 71Q: 3 clusters Score -2.095732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20957322.000000 Penalty: 5935.009277
	Iteration 72Q: 3 clusters Score -2.095732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20957324.000000 Penalty: 5935.009277
	Iteration 73Q: 3 clusters Score -2.095732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20957332.000000 Penalty: 5935.009277
	Iteration 74Q: 3 clusters Score -2.095733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20957330.000000 Penalty: 5935.009277
	Iteration 75Q: 3 clusters Score -2.095733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156007 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20957332.000000 Penalty: 5935.009277
	Iteration 76Q: 3 clusters Score -2.095733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20957338.000000 Penalty: 5935.009277
	Iteration 77Q: 3 clusters Score -2.095734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20957334.000000 Penalty: 5935.009277
	Iteration 78Q: 3 clusters Score -2.095733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156060 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20957342.000000 Penalty: 5935.009277
	Iteration 79Q: 3 clusters Score -2.095734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20957334.000000 Penalty: 5935.009277
	Iteration 80F: 3 clusters Score -2.095733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20957334.000000 Penalty: 5935.009277
	Iteration 81Q: 3 clusters Score -2.095733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20957328.000000 Penalty: 5935.009277
	Iteration 82Q: 3 clusters Score -2.095733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20957332.000000 Penalty: 5935.009277
	Iteration 83Q: 3 clusters Score -2.095733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156131 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20957336.000000 Penalty: 5935.009277
	Iteration 84Q: 3 clusters Score -2.095734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20957336.000000 Penalty: 5935.009277
	Iteration 85Q: 3 clusters Score -2.095734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20957324.000000 Penalty: 5935.009277
	Iteration 86Q: 3 clusters Score -2.095732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20957326.000000 Penalty: 5935.009277
	Iteration 87Q: 3 clusters Score -2.095733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156163 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20957332.000000 Penalty: 5935.009277
	Iteration 88Q: 3 clusters Score -2.095733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20957330.000000 Penalty: 5935.009277
	Iteration 89Q: 3 clusters Score -2.095733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20957326.000000 Penalty: 5935.009277
	Iteration 90Q: 3 clusters Score -2.095733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20957318.000000 Penalty: 5935.009277
	Iteration 91Q: 3 clusters Score -2.095732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20957322.000000 Penalty: 5935.009277
	Iteration 92Q: 3 clusters Score -2.095732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20957336.000000 Penalty: 5935.009277
	Iteration 93Q: 3 clusters Score -2.095734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20957336.000000 Penalty: 5935.009277
	Iteration 94Q: 3 clusters Score -2.095734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20957350.000000 Penalty: 5935.009277
	Iteration 95Q: 3 clusters Score -2.095735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20957358.000000 Penalty: 5935.009277
	Iteration 96Q: 3 clusters Score -2.095736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20957356.000000 Penalty: 5935.009277
	Iteration 97Q: 3 clusters Score -2.095736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20957352.000000 Penalty: 5935.009277
	Iteration 98Q: 3 clusters Score -2.095735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156234 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20957358.000000 Penalty: 5935.009277
	Iteration 99Q: 3 clusters Score -2.095736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20957348.000000 Penalty: 5935.009277
	Iteration 100F: 3 clusters Score -2.095735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20957346.000000 Penalty: 5935.009277
	Iteration 101Q: 3 clusters Score -2.095735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156245 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20957354.000000 Penalty: 5935.009277
	Iteration 102Q: 3 clusters Score -2.095735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20957342.000000 Penalty: 5935.009277
	Iteration 103Q: 3 clusters Score -2.095734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20957354.000000 Penalty: 5935.009277
	Iteration 104Q: 3 clusters Score -2.095735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20957356.000000 Penalty: 5935.009277
	Iteration 105Q: 3 clusters Score -2.095736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20957346.000000 Penalty: 5935.009277
	Iteration 106Q: 3 clusters Score -2.095735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20957350.000000 Penalty: 5935.009277
	Iteration 107Q: 3 clusters Score -2.095735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20957350.000000 Penalty: 5935.009277
	Iteration 108Q: 3 clusters Score -2.095735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20957350.000000 Penalty: 5935.009277
	Iteration 109Q: 3 clusters Score -2.095735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20957362.000000 Penalty: 5935.009277
	Iteration 110Q: 3 clusters Score -2.095736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20957362.000000 Penalty: 5935.009277
	Iteration 111Q: 3 clusters Score -2.095736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20957362.000000 Penalty: 5935.009277
	Iteration 112F: 3 clusters Score -2.095736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Entering Unmasked Estep 
Score: -16478336.000000 Penalty: 2906.797119
	Iteration 0F: 2 clusters Score -1.647834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -16396695.000000 Penalty: 5813.594238
	Iteration 0F: 3 clusters Score -1.63967e+07 nChanged 58412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -16430030.000000 Penalty: 5813.594238
	Iteration 1F: 3 clusters Score -1.643003e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -16430905.000000 Penalty: 5813.594238
	Iteration 2Q: 3 clusters Score -1.64309e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -16432249.000000 Penalty: 5813.594238
	Iteration 3Q: 3 clusters Score -1.643225e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -16434219.000000 Penalty: 5813.594238
	Iteration 4Q: 3 clusters Score -1.643422e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -16437341.000000 Penalty: 5813.594238
	Iteration 5Q: 3 clusters Score -1.643734e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -16442143.000000 Penalty: 5813.594238
	Iteration 6F: 3 clusters Score -1.644214e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -16449067.000000 Penalty: 5813.594238
	Iteration 7F: 3 clusters Score -1.644907e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -16457031.000000 Penalty: 5813.594238
	Iteration 8F: 3 clusters Score -1.645703e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -16463318.000000 Penalty: 5813.594238
	Iteration 9F: 3 clusters Score -1.646332e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -16466850.000000 Penalty: 5813.594238
	Iteration 10Q: 3 clusters Score -1.646685e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -16468676.000000 Penalty: 5813.594238
	Iteration 11Q: 3 clusters Score -1.646868e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -16470002.000000 Penalty: 5813.594238
	Iteration 12Q: 3 clusters Score -1.647e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -16470925.000000 Penalty: 5813.594238
	Iteration 13Q: 3 clusters Score -1.647092e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -16471737.000000 Penalty: 5813.594238
	Iteration 14Q: 3 clusters Score -1.647174e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -16472373.000000 Penalty: 5813.594238
	Iteration 15Q: 3 clusters Score -1.647237e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -16472925.000000 Penalty: 5813.594238
	Iteration 16Q: 3 clusters Score -1.647292e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -16473432.000000 Penalty: 5813.594238
	Iteration 17Q: 3 clusters Score -1.647343e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 114519 members 
Entering Unmasked Estep 
Score: -16473817.000000 Penalty: 5813.594238
	Iteration 18Q: 3 clusters Score -1.647382e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -16474231.000000 Penalty: 5813.594238
	Iteration 19Q: 3 clusters Score -1.647423e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -16474495.000000 Penalty: 5813.594238
	Iteration 20F: 3 clusters Score -1.64745e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -16474702.000000 Penalty: 5813.594238
	Iteration 21Q: 3 clusters Score -1.64747e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 117378 members 
Entering Unmasked Estep 
Score: -16475000.000000 Penalty: 5813.594238
	Iteration 22Q: 3 clusters Score -1.6475e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -16475239.000000 Penalty: 5813.594238
	Iteration 23Q: 3 clusters Score -1.647524e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -16475402.000000 Penalty: 5813.594238
	Iteration 24Q: 3 clusters Score -1.64754e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -16475567.000000 Penalty: 5813.594238
	Iteration 25Q: 3 clusters Score -1.647557e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -16475639.000000 Penalty: 5813.594238
	Iteration 26Q: 3 clusters Score -1.647564e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -16475762.000000 Penalty: 5813.594238
	Iteration 27Q: 3 clusters Score -1.647576e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 119718 members 
Entering Unmasked Estep 
Score: -16475824.000000 Penalty: 5813.594238
	Iteration 28Q: 3 clusters Score -1.647582e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 119926 members 
Entering Unmasked Estep 
Score: -16475868.000000 Penalty: 5813.594238
	Iteration 29Q: 3 clusters Score -1.647587e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -16475923.000000 Penalty: 5813.594238
	Iteration 30Q: 3 clusters Score -1.647592e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -16475922.000000 Penalty: 5813.594238
	Iteration 31Q: 3 clusters Score -1.647592e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -16476016.000000 Penalty: 5813.594238
	Iteration 32Q: 3 clusters Score -1.647602e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -16476039.000000 Penalty: 5813.594238
	Iteration 33Q: 3 clusters Score -1.647604e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -16476098.000000 Penalty: 5813.594238
	Iteration 34Q: 3 clusters Score -1.64761e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -16476133.000000 Penalty: 5813.594238
	Iteration 35Q: 3 clusters Score -1.647613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 120855 members 
Entering Unmasked Estep 
Score: -16476189.000000 Penalty: 5813.594238
	Iteration 36Q: 3 clusters Score -1.647619e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 120930 members 
Entering Unmasked Estep 
Score: -16476199.000000 Penalty: 5813.594238
	Iteration 37Q: 3 clusters Score -1.64762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 120995 members 
Entering Unmasked Estep 
Score: -16476195.000000 Penalty: 5813.594238
	Iteration 38Q: 3 clusters Score -1.64762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 121042 members 
Entering Unmasked Estep 
Score: -16476240.000000 Penalty: 5813.594238
	Iteration 39Q: 3 clusters Score -1.647624e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -16476275.000000 Penalty: 5813.594238
	Iteration 40F: 3 clusters Score -1.647628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -16476286.000000 Penalty: 5813.594238
	Iteration 41Q: 3 clusters Score -1.647629e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -16476269.000000 Penalty: 5813.594238
	Iteration 42Q: 3 clusters Score -1.647627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -16476311.000000 Penalty: 5813.594238
	Iteration 43Q: 3 clusters Score -1.647631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 121224 members 
Entering Unmasked Estep 
Score: -16476290.000000 Penalty: 5813.594238
	Iteration 44Q: 3 clusters Score -1.647629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 121255 members 
Entering Unmasked Estep 
Score: -16476305.000000 Penalty: 5813.594238
	Iteration 45Q: 3 clusters Score -1.64763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -16476297.000000 Penalty: 5813.594238
	Iteration 46Q: 3 clusters Score -1.64763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -16476282.000000 Penalty: 5813.594238
	Iteration 47Q: 3 clusters Score -1.647628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 121316 members 
Entering Unmasked Estep 
Score: -16476318.000000 Penalty: 5813.594238
	Iteration 48Q: 3 clusters Score -1.647632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 121335 members 
Entering Unmasked Estep 
Score: -16476328.000000 Penalty: 5813.594238
	Iteration 49Q: 3 clusters Score -1.647633e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -16476338.000000 Penalty: 5813.594238
	Iteration 50Q: 3 clusters Score -1.647634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -16476347.000000 Penalty: 5813.594238
	Iteration 51Q: 3 clusters Score -1.647635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -16476347.000000 Penalty: 5813.594238
	Iteration 52Q: 3 clusters Score -1.647635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -16476391.000000 Penalty: 5813.594238
	Iteration 53Q: 3 clusters Score -1.647639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -16476380.000000 Penalty: 5813.594238
	Iteration 54Q: 3 clusters Score -1.647638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -16476376.000000 Penalty: 5813.594238
	Iteration 55Q: 3 clusters Score -1.647638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 121497 members 
Entering Unmasked Estep 
Score: -16476405.000000 Penalty: 5813.594238
	Iteration 56Q: 3 clusters Score -1.64764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -16476382.000000 Penalty: 5813.594238
	Iteration 57Q: 3 clusters Score -1.647638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 121534 members 
Entering Unmasked Estep 
Score: -16476407.000000 Penalty: 5813.594238
	Iteration 58Q: 3 clusters Score -1.647641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -16476422.000000 Penalty: 5813.594238
	Iteration 59Q: 3 clusters Score -1.647642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 121588 members 
Entering Unmasked Estep 
Score: -16476433.000000 Penalty: 5813.594238
	Iteration 60F: 3 clusters Score -1.647643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -16476452.000000 Penalty: 5813.594238
	Iteration 61Q: 3 clusters Score -1.647645e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -16476481.000000 Penalty: 5813.594238
	Iteration 62Q: 3 clusters Score -1.647648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -16476480.000000 Penalty: 5813.594238
	Iteration 63Q: 3 clusters Score -1.647648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 121687 members 
Entering Unmasked Estep 
Score: -16476498.000000 Penalty: 5813.594238
	Iteration 64Q: 3 clusters Score -1.64765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -16476490.000000 Penalty: 5813.594238
	Iteration 65Q: 3 clusters Score -1.647649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
Score: -16476491.000000 Penalty: 5813.594238
	Iteration 66Q: 3 clusters Score -1.647649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -16476495.000000 Penalty: 5813.594238
	Iteration 67Q: 3 clusters Score -1.64765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -16476494.000000 Penalty: 5813.594238
	Iteration 68Q: 3 clusters Score -1.647649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 121741 members 
Entering Unmasked Estep 
Score: -16476494.000000 Penalty: 5813.594238
	Iteration 69Q: 3 clusters Score -1.647649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 121743 members 
Entering Unmasked Estep 
Score: -16476500.000000 Penalty: 5813.594238
	Iteration 70Q: 3 clusters Score -1.64765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -16476505.000000 Penalty: 5813.594238
	Iteration 71Q: 3 clusters Score -1.64765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -16476513.000000 Penalty: 5813.594238
	Iteration 72Q: 3 clusters Score -1.647651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16476497.000000 Penalty: 5813.594238
	Iteration 73Q: 3 clusters Score -1.64765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -16476510.000000 Penalty: 5813.594238
	Iteration 74Q: 3 clusters Score -1.647651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -16476513.000000 Penalty: 5813.594238
	Iteration 75Q: 3 clusters Score -1.647651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -16476501.000000 Penalty: 5813.594238
	Iteration 76Q: 3 clusters Score -1.64765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16476506.000000 Penalty: 5813.594238
	Iteration 77Q: 3 clusters Score -1.647651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -16476512.000000 Penalty: 5813.594238
	Iteration 78Q: 3 clusters Score -1.647651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16476533.000000 Penalty: 5813.594238
	Iteration 79Q: 3 clusters Score -1.647653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -16476533.000000 Penalty: 5813.594238
	Iteration 80F: 3 clusters Score -1.647653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -16476541.000000 Penalty: 5813.594238
	Iteration 81Q: 3 clusters Score -1.647654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -16476535.000000 Penalty: 5813.594238
	Iteration 82Q: 3 clusters Score -1.647654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -16476533.000000 Penalty: 5813.594238
	Iteration 83Q: 3 clusters Score -1.647653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16476534.000000 Penalty: 5813.594238
	Iteration 84Q: 3 clusters Score -1.647653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16476534.000000 Penalty: 5813.594238
	Iteration 85F: 3 clusters Score -1.647653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Entering Unmasked Estep 
Score: -3426303.250000 Penalty: 2515.389893
	Iteration 0F: 2 clusters Score -3426303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3408762.250000 Penalty: 5030.779785
	Iteration 0F: 3 clusters Score -3408762 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3414916.000000 Penalty: 5030.779785
	Iteration 1F: 3 clusters Score -3414916 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3415315.500000 Penalty: 5030.779785
	Iteration 2Q: 3 clusters Score -3415316 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3415618.750000 Penalty: 5030.779785
	Iteration 3Q: 3 clusters Score -3415619 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3415878.750000 Penalty: 5030.779785
	Iteration 4Q: 3 clusters Score -3415879 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3416132.500000 Penalty: 5030.779785
	Iteration 5Q: 3 clusters Score -3416132 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3416374.000000 Penalty: 5030.779785
	Iteration 6Q: 3 clusters Score -3416374 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3416692.500000 Penalty: 5030.779785
	Iteration 7Q: 3 clusters Score -3416692 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3417075.500000 Penalty: 5030.779785
	Iteration 8Q: 3 clusters Score -3417076 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3417541.500000 Penalty: 5030.779785
	Iteration 9Q: 3 clusters Score -3417542 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3418186.000000 Penalty: 5030.779785
	Iteration 10Q: 3 clusters Score -3418186 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3418953.250000 Penalty: 5030.779785
	Iteration 11Q: 3 clusters Score -3418953 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3419776.250000 Penalty: 5030.779785
	Iteration 12Q: 3 clusters Score -3419776 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3420388.250000 Penalty: 5030.779785
	Iteration 13Q: 3 clusters Score -3420388 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3420778.500000 Penalty: 5030.779785
	Iteration 14Q: 3 clusters Score -3420778 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3421017.250000 Penalty: 5030.779785
	Iteration 15Q: 3 clusters Score -3421017 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3421169.250000 Penalty: 5030.779785
	Iteration 16Q: 3 clusters Score -3421169 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3421292.250000 Penalty: 5030.779785
	Iteration 17Q: 3 clusters Score -3421292 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3421414.250000 Penalty: 5030.779785
	Iteration 18Q: 3 clusters Score -3421414 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3421533.500000 Penalty: 5030.779785
	Iteration 19Q: 3 clusters Score -3421534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3421637.250000 Penalty: 5030.779785
	Iteration 20F: 3 clusters Score -3421637 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3421756.000000 Penalty: 5030.779785
	Iteration 21Q: 3 clusters Score -3421756 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3421841.750000 Penalty: 5030.779785
	Iteration 22Q: 3 clusters Score -3421842 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3421950.750000 Penalty: 5030.779785
	Iteration 23Q: 3 clusters Score -3421951 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3422051.500000 Penalty: 5030.779785
	Iteration 24Q: 3 clusters Score -3422052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3422159.500000 Penalty: 5030.779785
	Iteration 25Q: 3 clusters Score -3422160 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3422231.500000 Penalty: 5030.779785
	Iteration 26Q: 3 clusters Score -3422232 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3422305.750000 Penalty: 5030.779785
	Iteration 27Q: 3 clusters Score -3422306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3422382.750000 Penalty: 5030.779785
	Iteration 28Q: 3 clusters Score -3422383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3422436.500000 Penalty: 5030.779785
	Iteration 29Q: 3 clusters Score -3422436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3422540.250000 Penalty: 5030.779785
	Iteration 30Q: 3 clusters Score -3422540 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3422629.750000 Penalty: 5030.779785
	Iteration 31Q: 3 clusters Score -3422630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3422742.000000 Penalty: 5030.779785
	Iteration 32Q: 3 clusters Score -3422742 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3422833.250000 Penalty: 5030.779785
	Iteration 33Q: 3 clusters Score -3422833 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3422945.750000 Penalty: 5030.779785
	Iteration 34Q: 3 clusters Score -3422946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3423038.750000 Penalty: 5030.779785
	Iteration 35Q: 3 clusters Score -3423039 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3423118.250000 Penalty: 5030.779785
	Iteration 36Q: 3 clusters Score -3423118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3423216.500000 Penalty: 5030.779785
	Iteration 37Q: 3 clusters Score -3423216 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3423318.000000 Penalty: 5030.779785
	Iteration 38Q: 3 clusters Score -3423318 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3423439.500000 Penalty: 5030.779785
	Iteration 39Q: 3 clusters Score -3423440 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3423527.750000 Penalty: 5030.779785
	Iteration 40F: 3 clusters Score -3423528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3423606.000000 Penalty: 5030.779785
	Iteration 41Q: 3 clusters Score -3423606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3423661.250000 Penalty: 5030.779785
	Iteration 42Q: 3 clusters Score -3423661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3423703.250000 Penalty: 5030.779785
	Iteration 43Q: 3 clusters Score -3423703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3423752.500000 Penalty: 5030.779785
	Iteration 44Q: 3 clusters Score -3423752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3423788.000000 Penalty: 5030.779785
	Iteration 45Q: 3 clusters Score -3423788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3423822.250000 Penalty: 5030.779785
	Iteration 46Q: 3 clusters Score -3423822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3423859.250000 Penalty: 5030.779785
	Iteration 47Q: 3 clusters Score -3423859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3423903.500000 Penalty: 5030.779785
	Iteration 48Q: 3 clusters Score -3423904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3423924.500000 Penalty: 5030.779785
	Iteration 49Q: 3 clusters Score -3423924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3423953.750000 Penalty: 5030.779785
	Iteration 50Q: 3 clusters Score -3423954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3423973.000000 Penalty: 5030.779785
	Iteration 51Q: 3 clusters Score -3423973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3423985.250000 Penalty: 5030.779785
	Iteration 52Q: 3 clusters Score -3423985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3423996.000000 Penalty: 5030.779785
	Iteration 53Q: 3 clusters Score -3423996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3424001.750000 Penalty: 5030.779785
	Iteration 54Q: 3 clusters Score -3424002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3424004.750000 Penalty: 5030.779785
	Iteration 55Q: 3 clusters Score -3424005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3424009.000000 Penalty: 5030.779785
	Iteration 56Q: 3 clusters Score -3424009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3424012.250000 Penalty: 5030.779785
	Iteration 57Q: 3 clusters Score -3424012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3424014.250000 Penalty: 5030.779785
	Iteration 58Q: 3 clusters Score -3424014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3424019.000000 Penalty: 5030.779785
	Iteration 59Q: 3 clusters Score -3424019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3424021.500000 Penalty: 5030.779785
	Iteration 60F: 3 clusters Score -3424022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3424028.750000 Penalty: 5030.779785
	Iteration 61Q: 3 clusters Score -3424029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3424036.750000 Penalty: 5030.779785
	Iteration 62Q: 3 clusters Score -3424037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3424031.750000 Penalty: 5030.779785
	Iteration 63Q: 3 clusters Score -3424032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3424035.250000 Penalty: 5030.779785
	Iteration 64Q: 3 clusters Score -3424035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3424040.750000 Penalty: 5030.779785
	Iteration 65Q: 3 clusters Score -3424041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3424042.000000 Penalty: 5030.779785
	Iteration 66Q: 3 clusters Score -3424042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3424050.000000 Penalty: 5030.779785
	Iteration 67Q: 3 clusters Score -3424050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3424053.500000 Penalty: 5030.779785
	Iteration 68Q: 3 clusters Score -3424054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3424060.500000 Penalty: 5030.779785
	Iteration 69Q: 3 clusters Score -3424060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3424065.500000 Penalty: 5030.779785
	Iteration 70Q: 3 clusters Score -3424066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3424073.750000 Penalty: 5030.779785
	Iteration 71Q: 3 clusters Score -3424074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3424079.750000 Penalty: 5030.779785
	Iteration 72Q: 3 clusters Score -3424080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3424083.500000 Penalty: 5030.779785
	Iteration 73Q: 3 clusters Score -3424084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3424086.000000 Penalty: 5030.779785
	Iteration 74Q: 3 clusters Score -3424086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3424095.500000 Penalty: 5030.779785
	Iteration 75Q: 3 clusters Score -3424096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3424099.000000 Penalty: 5030.779785
	Iteration 76Q: 3 clusters Score -3424099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3424104.250000 Penalty: 5030.779785
	Iteration 77Q: 3 clusters Score -3424104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3424108.250000 Penalty: 5030.779785
	Iteration 78Q: 3 clusters Score -3424108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3424113.250000 Penalty: 5030.779785
	Iteration 79Q: 3 clusters Score -3424113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3424115.500000 Penalty: 5030.779785
	Iteration 80F: 3 clusters Score -3424116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3424119.000000 Penalty: 5030.779785
	Iteration 81Q: 3 clusters Score -3424119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3424122.000000 Penalty: 5030.779785
	Iteration 82Q: 3 clusters Score -3424122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3424120.750000 Penalty: 5030.779785
	Iteration 83Q: 3 clusters Score -3424121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3424120.000000 Penalty: 5030.779785
	Iteration 84Q: 3 clusters Score -3424120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3424121.500000 Penalty: 5030.779785
	Iteration 85Q: 3 clusters Score -3424122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3424118.500000 Penalty: 5030.779785
	Iteration 86Q: 3 clusters Score -3424118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3424121.500000 Penalty: 5030.779785
	Iteration 87Q: 3 clusters Score -3424122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3424121.000000 Penalty: 5030.779785
	Iteration 88Q: 3 clusters Score -3424121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3424122.500000 Penalty: 5030.779785
	Iteration 89Q: 3 clusters Score -3424122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3424129.750000 Penalty: 5030.779785
	Iteration 90Q: 3 clusters Score -3424130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3424130.000000 Penalty: 5030.779785
	Iteration 91Q: 3 clusters Score -3424130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3424131.750000 Penalty: 5030.779785
	Iteration 92Q: 3 clusters Score -3424132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3424131.000000 Penalty: 5030.779785
	Iteration 93Q: 3 clusters Score -3424131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3424132.750000 Penalty: 5030.779785
	Iteration 94Q: 3 clusters Score -3424133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3424139.750000 Penalty: 5030.779785
	Iteration 95Q: 3 clusters Score -3424140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3424139.000000 Penalty: 5030.779785
	Iteration 96Q: 3 clusters Score -3424139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3424139.500000 Penalty: 5030.779785
	Iteration 97Q: 3 clusters Score -3424140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3424139.750000 Penalty: 5030.779785
	Iteration 98Q: 3 clusters Score -3424140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3424139.000000 Penalty: 5030.779785
	Iteration 99Q: 3 clusters Score -3424139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3424141.500000 Penalty: 5030.779785
	Iteration 100F: 3 clusters Score -3424142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3424140.500000 Penalty: 5030.779785
	Iteration 101Q: 3 clusters Score -3424140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3424144.250000 Penalty: 5030.779785
	Iteration 102Q: 3 clusters Score -3424144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3424145.750000 Penalty: 5030.779785
	Iteration 103Q: 3 clusters Score -3424146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3424148.250000 Penalty: 5030.779785
	Iteration 104Q: 3 clusters Score -3424148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3424148.250000 Penalty: 5030.779785
	Iteration 105F: 3 clusters Score -3424148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Entering Unmasked Estep 
Score: -6384638.000000 Penalty: 2670.072021
	Iteration 0F: 2 clusters Score -6384638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6352672.000000 Penalty: 5340.144043
	Iteration 0F: 3 clusters Score -6352672 nChanged 21725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6365172.500000 Penalty: 5340.144043
	Iteration 1F: 3 clusters Score -6365172 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6366058.500000 Penalty: 5340.144043
	Iteration 2Q: 3 clusters Score -6366058 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -6367225.500000 Penalty: 5340.144043
	Iteration 3F: 3 clusters Score -6367226 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6369009.500000 Penalty: 5340.144043
	Iteration 4F: 3 clusters Score -6369010 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6371561.500000 Penalty: 5340.144043
	Iteration 5F: 3 clusters Score -6371562 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -6374737.000000 Penalty: 5340.144043
	Iteration 6F: 3 clusters Score -6374737 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -6377877.000000 Penalty: 5340.144043
	Iteration 7F: 3 clusters Score -6377877 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -6380058.000000 Penalty: 5340.144043
	Iteration 8Q: 3 clusters Score -6380058 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6381192.000000 Penalty: 5340.144043
	Iteration 9Q: 3 clusters Score -6381192 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6381730.500000 Penalty: 5340.144043
	Iteration 10Q: 3 clusters Score -6381730 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6381960.500000 Penalty: 5340.144043
	Iteration 11Q: 3 clusters Score -6381960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -6382093.500000 Penalty: 5340.144043
	Iteration 12Q: 3 clusters Score -6382094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6382168.500000 Penalty: 5340.144043
	Iteration 13Q: 3 clusters Score -6382168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6382209.000000 Penalty: 5340.144043
	Iteration 14Q: 3 clusters Score -6382209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -6382221.500000 Penalty: 5340.144043
	Iteration 15Q: 3 clusters Score -6382222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6382226.500000 Penalty: 5340.144043
	Iteration 16Q: 3 clusters Score -6382226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -6382231.500000 Penalty: 5340.144043
	Iteration 17Q: 3 clusters Score -6382232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -6382234.000000 Penalty: 5340.144043
	Iteration 18Q: 3 clusters Score -6382234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6382242.000000 Penalty: 5340.144043
	Iteration 19Q: 3 clusters Score -6382242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6382245.500000 Penalty: 5340.144043
	Iteration 20F: 3 clusters Score -6382246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -6382248.500000 Penalty: 5340.144043
	Iteration 21Q: 3 clusters Score -6382248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6382251.000000 Penalty: 5340.144043
	Iteration 22Q: 3 clusters Score -6382251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6382254.000000 Penalty: 5340.144043
	Iteration 23Q: 3 clusters Score -6382254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6382254.000000 Penalty: 5340.144043
	Iteration 24F: 3 clusters Score -6382254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180164 members 
Entering Unmasked Estep 
Score: -23916758.000000 Penalty: 3001.202393
	Iteration 0F: 2 clusters Score -2.391676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -23801890.000000 Penalty: 6002.404785
	Iteration 0F: 3 clusters Score -2.380189e+07 nChanged 86534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -23852166.000000 Penalty: 6002.404785
	Iteration 1F: 3 clusters Score -2.385217e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -23852950.000000 Penalty: 6002.404785
	Iteration 2Q: 3 clusters Score -2.385295e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -23853622.000000 Penalty: 6002.404785
	Iteration 3Q: 3 clusters Score -2.385362e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -23854350.000000 Penalty: 6002.404785
	Iteration 4Q: 3 clusters Score -2.385435e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -23855426.000000 Penalty: 6002.404785
	Iteration 5Q: 3 clusters Score -2.385543e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -23857040.000000 Penalty: 6002.404785
	Iteration 6Q: 3 clusters Score -2.385704e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -23859056.000000 Penalty: 6002.404785
	Iteration 7Q: 3 clusters Score -2.385906e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -23862520.000000 Penalty: 6002.404785
	Iteration 8Q: 3 clusters Score -2.386252e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -23868522.000000 Penalty: 6002.404785
	Iteration 9Q: 3 clusters Score -2.386852e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -23877114.000000 Penalty: 6002.404785
	Iteration 10F: 3 clusters Score -2.387711e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -23885784.000000 Penalty: 6002.404785
	Iteration 11F: 3 clusters Score -2.388578e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -23891022.000000 Penalty: 6002.404785
	Iteration 12F: 3 clusters Score -2.389102e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -23892898.000000 Penalty: 6002.404785
	Iteration 13Q: 3 clusters Score -2.38929e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -23893836.000000 Penalty: 6002.404785
	Iteration 14Q: 3 clusters Score -2.389384e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -23894472.000000 Penalty: 6002.404785
	Iteration 15Q: 3 clusters Score -2.389447e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126005 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -23895100.000000 Penalty: 6002.404785
	Iteration 16Q: 3 clusters Score -2.38951e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -23895704.000000 Penalty: 6002.404785
	Iteration 17Q: 3 clusters Score -2.38957e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130967 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -23896226.000000 Penalty: 6002.404785
	Iteration 18Q: 3 clusters Score -2.389623e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -23896792.000000 Penalty: 6002.404785
	Iteration 19Q: 3 clusters Score -2.389679e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136660 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -23897572.000000 Penalty: 6002.404785
	Iteration 20F: 3 clusters Score -2.389757e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -23898348.000000 Penalty: 6002.404785
	Iteration 21Q: 3 clusters Score -2.389835e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -23899466.000000 Penalty: 6002.404785
	Iteration 22Q: 3 clusters Score -2.389947e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146112 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -23900398.000000 Penalty: 6002.404785
	Iteration 23Q: 3 clusters Score -2.39004e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -23901476.000000 Penalty: 6002.404785
	Iteration 24Q: 3 clusters Score -2.390148e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -23902536.000000 Penalty: 6002.404785
	Iteration 25Q: 3 clusters Score -2.390254e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156162 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -23903816.000000 Penalty: 6002.404785
	Iteration 26Q: 3 clusters Score -2.390382e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159489 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -23905186.000000 Penalty: 6002.404785
	Iteration 27Q: 3 clusters Score -2.390519e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -23906384.000000 Penalty: 6002.404785
	Iteration 28Q: 3 clusters Score -2.390638e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -23907764.000000 Penalty: 6002.404785
	Iteration 29Q: 3 clusters Score -2.390776e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168268 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -23908986.000000 Penalty: 6002.404785
	Iteration 30Q: 3 clusters Score -2.390899e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -23910146.000000 Penalty: 6002.404785
	Iteration 31Q: 3 clusters Score -2.391015e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172531 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -23910978.000000 Penalty: 6002.404785
	Iteration 32Q: 3 clusters Score -2.391098e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -23911760.000000 Penalty: 6002.404785
	Iteration 33Q: 3 clusters Score -2.391176e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175298 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -23912364.000000 Penalty: 6002.404785
	Iteration 34Q: 3 clusters Score -2.391236e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -23912758.000000 Penalty: 6002.404785
	Iteration 35Q: 3 clusters Score -2.391276e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176946 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -23913104.000000 Penalty: 6002.404785
	Iteration 36Q: 3 clusters Score -2.39131e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177462 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -23913368.000000 Penalty: 6002.404785
	Iteration 37Q: 3 clusters Score -2.391337e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -23913562.000000 Penalty: 6002.404785
	Iteration 38Q: 3 clusters Score -2.391356e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -23913724.000000 Penalty: 6002.404785
	Iteration 39Q: 3 clusters Score -2.391372e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -23913750.000000 Penalty: 6002.404785
	Iteration 40F: 3 clusters Score -2.391375e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23913850.000000 Penalty: 6002.404785
	Iteration 41Q: 3 clusters Score -2.391385e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23913926.000000 Penalty: 6002.404785
	Iteration 42Q: 3 clusters Score -2.391393e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -23913998.000000 Penalty: 6002.404785
	Iteration 43Q: 3 clusters Score -2.3914e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178864 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23914014.000000 Penalty: 6002.404785
	Iteration 44Q: 3 clusters Score -2.391401e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178936 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23914080.000000 Penalty: 6002.404785
	Iteration 45Q: 3 clusters Score -2.391408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23914116.000000 Penalty: 6002.404785
	Iteration 46Q: 3 clusters Score -2.391412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23914148.000000 Penalty: 6002.404785
	Iteration 47Q: 3 clusters Score -2.391415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23914140.000000 Penalty: 6002.404785
	Iteration 48Q: 3 clusters Score -2.391414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179103 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23914172.000000 Penalty: 6002.404785
	Iteration 49Q: 3 clusters Score -2.391417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -23914166.000000 Penalty: 6002.404785
	Iteration 50Q: 3 clusters Score -2.391417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -23914200.000000 Penalty: 6002.404785
	Iteration 51Q: 3 clusters Score -2.39142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -23914174.000000 Penalty: 6002.404785
	Iteration 52Q: 3 clusters Score -2.391417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179185 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23914202.000000 Penalty: 6002.404785
	Iteration 53Q: 3 clusters Score -2.39142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23914194.000000 Penalty: 6002.404785
	Iteration 54Q: 3 clusters Score -2.391419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179218 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23914202.000000 Penalty: 6002.404785
	Iteration 55Q: 3 clusters Score -2.39142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23914196.000000 Penalty: 6002.404785
	Iteration 56Q: 3 clusters Score -2.39142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -23914206.000000 Penalty: 6002.404785
	Iteration 57Q: 3 clusters Score -2.391421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23914216.000000 Penalty: 6002.404785
	Iteration 58Q: 3 clusters Score -2.391422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23914232.000000 Penalty: 6002.404785
	Iteration 59Q: 3 clusters Score -2.391423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23914218.000000 Penalty: 6002.404785
	Iteration 60F: 3 clusters Score -2.391422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23914224.000000 Penalty: 6002.404785
	Iteration 61Q: 3 clusters Score -2.391422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179270 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23914220.000000 Penalty: 6002.404785
	Iteration 62Q: 3 clusters Score -2.391422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179273 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23914224.000000 Penalty: 6002.404785
	Iteration 63Q: 3 clusters Score -2.391422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179280 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -23914250.000000 Penalty: 6002.404785
	Iteration 64Q: 3 clusters Score -2.391425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179284 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23914244.000000 Penalty: 6002.404785
	Iteration 65Q: 3 clusters Score -2.391424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179286 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23914238.000000 Penalty: 6002.404785
	Iteration 66Q: 3 clusters Score -2.391424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23914236.000000 Penalty: 6002.404785
	Iteration 67Q: 3 clusters Score -2.391424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23914236.000000 Penalty: 6002.404785
	Iteration 68Q: 3 clusters Score -2.391424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23914238.000000 Penalty: 6002.404785
	Iteration 69Q: 3 clusters Score -2.391424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179290 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23914234.000000 Penalty: 6002.404785
	Iteration 70Q: 3 clusters Score -2.391423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179290 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23914234.000000 Penalty: 6002.404785
	Iteration 71F: 3 clusters Score -2.391423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Entering Unmasked Estep 
Score: -4966345.000000 Penalty: 2607.421631
	Iteration 0F: 2 clusters Score -4966345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4941399.000000 Penalty: 5214.843262
	Iteration 0F: 3 clusters Score -4941399 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4950403.500000 Penalty: 5214.843262
	Iteration 1F: 3 clusters Score -4950404 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4950877.500000 Penalty: 5214.843262
	Iteration 2Q: 3 clusters Score -4950878 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4951342.000000 Penalty: 5214.843262
	Iteration 3Q: 3 clusters Score -4951342 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4951878.500000 Penalty: 5214.843262
	Iteration 4Q: 3 clusters Score -4951878 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4952489.500000 Penalty: 5214.843262
	Iteration 5Q: 3 clusters Score -4952490 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4953251.500000 Penalty: 5214.843262
	Iteration 6Q: 3 clusters Score -4953252 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4954239.000000 Penalty: 5214.843262
	Iteration 7Q: 3 clusters Score -4954239 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4955632.000000 Penalty: 5214.843262
	Iteration 8F: 3 clusters Score -4955632 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4957502.500000 Penalty: 5214.843262
	Iteration 9F: 3 clusters Score -4957502 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4959447.000000 Penalty: 5214.843262
	Iteration 10F: 3 clusters Score -4959447 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4960756.500000 Penalty: 5214.843262
	Iteration 11F: 3 clusters Score -4960756 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4961234.000000 Penalty: 5214.843262
	Iteration 12Q: 3 clusters Score -4961234 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4961451.000000 Penalty: 5214.843262
	Iteration 13Q: 3 clusters Score -4961451 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -4961561.500000 Penalty: 5214.843262
	Iteration 14Q: 3 clusters Score -4961562 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4961619.000000 Penalty: 5214.843262
	Iteration 15Q: 3 clusters Score -4961619 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4961714.000000 Penalty: 5214.843262
	Iteration 16Q: 3 clusters Score -4961714 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4961754.500000 Penalty: 5214.843262
	Iteration 17Q: 3 clusters Score -4961754 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4961796.500000 Penalty: 5214.843262
	Iteration 18Q: 3 clusters Score -4961796 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4961844.000000 Penalty: 5214.843262
	Iteration 19Q: 3 clusters Score -4961844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4961892.000000 Penalty: 5214.843262
	Iteration 20F: 3 clusters Score -4961892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4961932.000000 Penalty: 5214.843262
	Iteration 21Q: 3 clusters Score -4961932 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4961949.500000 Penalty: 5214.843262
	Iteration 22Q: 3 clusters Score -4961950 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4962002.500000 Penalty: 5214.843262
	Iteration 23Q: 3 clusters Score -4962002 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4962040.000000 Penalty: 5214.843262
	Iteration 24Q: 3 clusters Score -4962040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4962056.500000 Penalty: 5214.843262
	Iteration 25Q: 3 clusters Score -4962056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4962092.000000 Penalty: 5214.843262
	Iteration 26Q: 3 clusters Score -4962092 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4962146.500000 Penalty: 5214.843262
	Iteration 27Q: 3 clusters Score -4962146 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4962217.500000 Penalty: 5214.843262
	Iteration 28Q: 3 clusters Score -4962218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4962272.000000 Penalty: 5214.843262
	Iteration 29Q: 3 clusters Score -4962272 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4962318.500000 Penalty: 5214.843262
	Iteration 30Q: 3 clusters Score -4962318 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4962379.000000 Penalty: 5214.843262
	Iteration 31Q: 3 clusters Score -4962379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4962463.000000 Penalty: 5214.843262
	Iteration 32Q: 3 clusters Score -4962463 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4962515.500000 Penalty: 5214.843262
	Iteration 33Q: 3 clusters Score -4962516 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4962579.500000 Penalty: 5214.843262
	Iteration 34Q: 3 clusters Score -4962580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4962628.000000 Penalty: 5214.843262
	Iteration 35Q: 3 clusters Score -4962628 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4962681.000000 Penalty: 5214.843262
	Iteration 36Q: 3 clusters Score -4962681 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4962715.500000 Penalty: 5214.843262
	Iteration 37Q: 3 clusters Score -4962716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -4962770.000000 Penalty: 5214.843262
	Iteration 38Q: 3 clusters Score -4962770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4962827.500000 Penalty: 5214.843262
	Iteration 39Q: 3 clusters Score -4962828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4962888.000000 Penalty: 5214.843262
	Iteration 40F: 3 clusters Score -4962888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4962941.000000 Penalty: 5214.843262
	Iteration 41Q: 3 clusters Score -4962941 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4962992.500000 Penalty: 5214.843262
	Iteration 42Q: 3 clusters Score -4962992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4963060.000000 Penalty: 5214.843262
	Iteration 43Q: 3 clusters Score -4963060 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4963117.000000 Penalty: 5214.843262
	Iteration 44Q: 3 clusters Score -4963117 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4963153.000000 Penalty: 5214.843262
	Iteration 45Q: 3 clusters Score -4963153 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4963196.500000 Penalty: 5214.843262
	Iteration 46Q: 3 clusters Score -4963196 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4963254.000000 Penalty: 5214.843262
	Iteration 47Q: 3 clusters Score -4963254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4963306.000000 Penalty: 5214.843262
	Iteration 48Q: 3 clusters Score -4963306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -4963350.000000 Penalty: 5214.843262
	Iteration 49Q: 3 clusters Score -4963350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4963404.500000 Penalty: 5214.843262
	Iteration 50Q: 3 clusters Score -4963404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4963433.500000 Penalty: 5214.843262
	Iteration 51Q: 3 clusters Score -4963434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4963481.000000 Penalty: 5214.843262
	Iteration 52Q: 3 clusters Score -4963481 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4963519.500000 Penalty: 5214.843262
	Iteration 53Q: 3 clusters Score -4963520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4963571.500000 Penalty: 5214.843262
	Iteration 54Q: 3 clusters Score -4963572 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4963618.500000 Penalty: 5214.843262
	Iteration 55Q: 3 clusters Score -4963618 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4963657.000000 Penalty: 5214.843262
	Iteration 56Q: 3 clusters Score -4963657 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4963694.500000 Penalty: 5214.843262
	Iteration 57Q: 3 clusters Score -4963694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4963710.500000 Penalty: 5214.843262
	Iteration 58Q: 3 clusters Score -4963710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4963727.500000 Penalty: 5214.843262
	Iteration 59Q: 3 clusters Score -4963728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4963749.000000 Penalty: 5214.843262
	Iteration 60F: 3 clusters Score -4963749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4963776.500000 Penalty: 5214.843262
	Iteration 61Q: 3 clusters Score -4963776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4963803.000000 Penalty: 5214.843262
	Iteration 62Q: 3 clusters Score -4963803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4963832.500000 Penalty: 5214.843262
	Iteration 63Q: 3 clusters Score -4963832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4963855.000000 Penalty: 5214.843262
	Iteration 64Q: 3 clusters Score -4963855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4963894.000000 Penalty: 5214.843262
	Iteration 65Q: 3 clusters Score -4963894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4963919.500000 Penalty: 5214.843262
	Iteration 66Q: 3 clusters Score -4963920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4963960.000000 Penalty: 5214.843262
	Iteration 67Q: 3 clusters Score -4963960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4963973.500000 Penalty: 5214.843262
	Iteration 68Q: 3 clusters Score -4963974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4963989.000000 Penalty: 5214.843262
	Iteration 69Q: 3 clusters Score -4963989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4964007.000000 Penalty: 5214.843262
	Iteration 70Q: 3 clusters Score -4964007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4964028.000000 Penalty: 5214.843262
	Iteration 71Q: 3 clusters Score -4964028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4964060.000000 Penalty: 5214.843262
	Iteration 72Q: 3 clusters Score -4964060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4964082.500000 Penalty: 5214.843262
	Iteration 73Q: 3 clusters Score -4964082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4964100.000000 Penalty: 5214.843262
	Iteration 74Q: 3 clusters Score -4964100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4964110.000000 Penalty: 5214.843262
	Iteration 75Q: 3 clusters Score -4964110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4964123.500000 Penalty: 5214.843262
	Iteration 76Q: 3 clusters Score -4964124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4964144.500000 Penalty: 5214.843262
	Iteration 77Q: 3 clusters Score -4964144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4964159.500000 Penalty: 5214.843262
	Iteration 78Q: 3 clusters Score -4964160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4964170.500000 Penalty: 5214.843262
	Iteration 79Q: 3 clusters Score -4964170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4964179.000000 Penalty: 5214.843262
	Iteration 80F: 3 clusters Score -4964179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4964192.000000 Penalty: 5214.843262
	Iteration 81Q: 3 clusters Score -4964192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4964213.500000 Penalty: 5214.843262
	Iteration 82Q: 3 clusters Score -4964214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4964215.500000 Penalty: 5214.843262
	Iteration 83Q: 3 clusters Score -4964216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4964203.500000 Penalty: 5214.843262
	Iteration 84Q: 3 clusters Score -4964204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4964213.500000 Penalty: 5214.843262
	Iteration 85Q: 3 clusters Score -4964214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4964227.000000 Penalty: 5214.843262
	Iteration 86Q: 3 clusters Score -4964227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4964231.500000 Penalty: 5214.843262
	Iteration 87Q: 3 clusters Score -4964232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4964244.000000 Penalty: 5214.843262
	Iteration 88Q: 3 clusters Score -4964244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4964263.500000 Penalty: 5214.843262
	Iteration 89Q: 3 clusters Score -4964264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4964261.000000 Penalty: 5214.843262
	Iteration 90Q: 3 clusters Score -4964261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4964267.000000 Penalty: 5214.843262
	Iteration 91Q: 3 clusters Score -4964267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4964275.000000 Penalty: 5214.843262
	Iteration 92Q: 3 clusters Score -4964275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4964279.000000 Penalty: 5214.843262
	Iteration 93Q: 3 clusters Score -4964279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4964278.000000 Penalty: 5214.843262
	Iteration 94Q: 3 clusters Score -4964278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4964287.500000 Penalty: 5214.843262
	Iteration 95Q: 3 clusters Score -4964288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4964290.500000 Penalty: 5214.843262
	Iteration 96Q: 3 clusters Score -4964290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4964291.000000 Penalty: 5214.843262
	Iteration 97Q: 3 clusters Score -4964291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4964288.000000 Penalty: 5214.843262
	Iteration 98Q: 3 clusters Score -4964288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4964288.000000 Penalty: 5214.843262
	Iteration 99Q: 3 clusters Score -4964288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4964290.000000 Penalty: 5214.843262
	Iteration 100F: 3 clusters Score -4964290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4964286.500000 Penalty: 5214.843262
	Iteration 101Q: 3 clusters Score -4964286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4964289.500000 Penalty: 5214.843262
	Iteration 102Q: 3 clusters Score -4964290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4964293.000000 Penalty: 5214.843262
	Iteration 103Q: 3 clusters Score -4964293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4964291.000000 Penalty: 5214.843262
	Iteration 104Q: 3 clusters Score -4964291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4964288.000000 Penalty: 5214.843262
	Iteration 105Q: 3 clusters Score -4964288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4964288.000000 Penalty: 5214.843262
	Iteration 106F: 3 clusters Score -4964288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -146516.718750 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -146516.7 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 562 members 
Entering Unmasked Estep 
Score: -144488.875000 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -144488.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144777.875000 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -144777.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144856.234375 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -144856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -144875.078125 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -144875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144881.375000 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -144881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144885.703125 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -144885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144887.500000 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -144887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144889.437500 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -144889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144890.515625 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -144890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -144891.203125 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -144891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144891.921875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -144891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144891.921875 Penalty: 3479.793213
	Iteration 11F: 3 clusters Score -144891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Entering Unmasked Estep 
Score: -7074964.000000 Penalty: 2705.367676
	Iteration 0F: 2 clusters Score -7074964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -7038252.500000 Penalty: 5410.735352
	Iteration 0F: 3 clusters Score -7038252 nChanged 25366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7052163.000000 Penalty: 5410.735352
	Iteration 1F: 3 clusters Score -7052163 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7052837.000000 Penalty: 5410.735352
	Iteration 2Q: 3 clusters Score -7052837 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -7053801.500000 Penalty: 5410.735352
	Iteration 3Q: 3 clusters Score -7053802 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7055461.500000 Penalty: 5410.735352
	Iteration 4F: 3 clusters Score -7055462 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -7058166.500000 Penalty: 5410.735352
	Iteration 5F: 3 clusters Score -7058166 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -7062053.000000 Penalty: 5410.735352
	Iteration 6F: 3 clusters Score -7062053 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -7066591.500000 Penalty: 5410.735352
	Iteration 7F: 3 clusters Score -7066592 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -7070031.000000 Penalty: 5410.735352
	Iteration 8F: 3 clusters Score -7070031 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7071741.000000 Penalty: 5410.735352
	Iteration 9Q: 3 clusters Score -7071741 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7072345.000000 Penalty: 5410.735352
	Iteration 10Q: 3 clusters Score -7072345 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7072595.000000 Penalty: 5410.735352
	Iteration 11Q: 3 clusters Score -7072595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7072692.500000 Penalty: 5410.735352
	Iteration 12Q: 3 clusters Score -7072692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -7072747.000000 Penalty: 5410.735352
	Iteration 13Q: 3 clusters Score -7072747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -7072770.500000 Penalty: 5410.735352
	Iteration 14Q: 3 clusters Score -7072770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -7072796.000000 Penalty: 5410.735352
	Iteration 15Q: 3 clusters Score -7072796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -7072793.500000 Penalty: 5410.735352
	Iteration 16Q: 3 clusters Score -7072794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -7072798.000000 Penalty: 5410.735352
	Iteration 17Q: 3 clusters Score -7072798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -7072799.000000 Penalty: 5410.735352
	Iteration 18F: 3 clusters Score -7072799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -7072804.000000 Penalty: 5410.735352
	Iteration 19Q: 3 clusters Score -7072804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -7072804.000000 Penalty: 5410.735352
	Iteration 20F: 3 clusters Score -7072804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Entering Unmasked Estep 
Score: -5846824.000000 Penalty: 2649.098389
	Iteration 0F: 2 clusters Score -5846824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5817345.500000 Penalty: 5298.196777
	Iteration 0F: 3 clusters Score -5817346 nChanged 20009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5828455.500000 Penalty: 5298.196777
	Iteration 1F: 3 clusters Score -5828456 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5829129.000000 Penalty: 5298.196777
	Iteration 2Q: 3 clusters Score -5829129 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5829871.500000 Penalty: 5298.196777
	Iteration 3Q: 3 clusters Score -5829872 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5830899.500000 Penalty: 5298.196777
	Iteration 4Q: 3 clusters Score -5830900 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5832199.500000 Penalty: 5298.196777
	Iteration 5F: 3 clusters Score -5832200 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5833981.500000 Penalty: 5298.196777
	Iteration 6F: 3 clusters Score -5833982 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5836200.500000 Penalty: 5298.196777
	Iteration 7F: 3 clusters Score -5836200 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5838887.000000 Penalty: 5298.196777
	Iteration 8F: 3 clusters Score -5838887 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5841414.500000 Penalty: 5298.196777
	Iteration 9F: 3 clusters Score -5841414 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5843015.500000 Penalty: 5298.196777
	Iteration 10Q: 3 clusters Score -5843016 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5843735.500000 Penalty: 5298.196777
	Iteration 11Q: 3 clusters Score -5843736 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5844072.000000 Penalty: 5298.196777
	Iteration 12Q: 3 clusters Score -5844072 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5844251.500000 Penalty: 5298.196777
	Iteration 13Q: 3 clusters Score -5844252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5844333.500000 Penalty: 5298.196777
	Iteration 14Q: 3 clusters Score -5844334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5844389.000000 Penalty: 5298.196777
	Iteration 15Q: 3 clusters Score -5844389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5844423.000000 Penalty: 5298.196777
	Iteration 16Q: 3 clusters Score -5844423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5844463.000000 Penalty: 5298.196777
	Iteration 17Q: 3 clusters Score -5844463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5844488.000000 Penalty: 5298.196777
	Iteration 18Q: 3 clusters Score -5844488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5844504.000000 Penalty: 5298.196777
	Iteration 19Q: 3 clusters Score -5844504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5844504.000000 Penalty: 5298.196777
	Iteration 20F: 3 clusters Score -5844504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5844507.000000 Penalty: 5298.196777
	Iteration 21Q: 3 clusters Score -5844507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5844506.000000 Penalty: 5298.196777
	Iteration 22Q: 3 clusters Score -5844506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5844506.000000 Penalty: 5298.196777
	Iteration 23F: 3 clusters Score -5844506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -237927.015625 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -237927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235331.734375 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -235331.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -235851.140625 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -235851.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236053.203125 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -236053.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236216.109375 Penalty: 3753.659912
	Iteration 3F: 3 clusters Score -236216.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236311.218750 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -236311.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -236356.671875 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -236356.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236392.187500 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -236392.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -236416.906250 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -236416.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -236434.640625 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -236434.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236452.109375 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -236452.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236476.890625 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -236476.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -236508.062500 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -236508.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236530.015625 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -236530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -236553.937500 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -236553.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -236578.375000 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -236578.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -236600.359375 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -236600.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -236621.093750 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -236621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -236643.140625 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -236643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -236659.375000 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -236659.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -236682.078125 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -236682.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -236693.453125 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -236693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -236707.828125 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -236707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -236719.031250 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -236719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236724.390625 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -236724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -236728.250000 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -236728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -236733.375000 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -236733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -236736.015625 Penalty: 3753.659912
	Iteration 26Q: 3 clusters Score -236736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -236738.015625 Penalty: 3753.659912
	Iteration 27Q: 3 clusters Score -236738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -236738.015625 Penalty: 3753.659912
	Iteration 28F: 3 clusters Score -236738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (100258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Entering Unmasked Estep 
Score: -13431576.000000 Penalty: 2855.844482
	Iteration 0F: 2 clusters Score -1.343158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -13364644.000000 Penalty: 5711.688965
	Iteration 0F: 3 clusters Score -1.336464e+07 nChanged 47327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -13391305.000000 Penalty: 5711.688965
	Iteration 1F: 3 clusters Score -1.33913e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -13391971.000000 Penalty: 5711.688965
	Iteration 2Q: 3 clusters Score -1.339197e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -13392550.000000 Penalty: 5711.688965
	Iteration 3Q: 3 clusters Score -1.339255e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -13393398.000000 Penalty: 5711.688965
	Iteration 4Q: 3 clusters Score -1.33934e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -13394581.000000 Penalty: 5711.688965
	Iteration 5Q: 3 clusters Score -1.339458e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -13396288.000000 Penalty: 5711.688965
	Iteration 6Q: 3 clusters Score -1.339629e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -13399362.000000 Penalty: 5711.688965
	Iteration 7F: 3 clusters Score -1.339936e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -13404187.000000 Penalty: 5711.688965
	Iteration 8F: 3 clusters Score -1.340419e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -13410243.000000 Penalty: 5711.688965
	Iteration 9F: 3 clusters Score -1.341024e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -13415911.000000 Penalty: 5711.688965
	Iteration 10F: 3 clusters Score -1.341591e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -13419646.000000 Penalty: 5711.688965
	Iteration 11Q: 3 clusters Score -1.341965e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -13421425.000000 Penalty: 5711.688965
	Iteration 12Q: 3 clusters Score -1.342142e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -13422590.000000 Penalty: 5711.688965
	Iteration 13Q: 3 clusters Score -1.342259e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 85671 members 
Entering Unmasked Estep 
Score: -13423607.000000 Penalty: 5711.688965
	Iteration 14Q: 3 clusters Score -1.342361e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -13424393.000000 Penalty: 5711.688965
	Iteration 15Q: 3 clusters Score -1.342439e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -13425134.000000 Penalty: 5711.688965
	Iteration 16Q: 3 clusters Score -1.342513e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -13425806.000000 Penalty: 5711.688965
	Iteration 17Q: 3 clusters Score -1.342581e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -13426351.000000 Penalty: 5711.688965
	Iteration 18Q: 3 clusters Score -1.342635e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -13426805.000000 Penalty: 5711.688965
	Iteration 19Q: 3 clusters Score -1.34268e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -13427283.000000 Penalty: 5711.688965
	Iteration 20F: 3 clusters Score -1.342728e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -13427542.000000 Penalty: 5711.688965
	Iteration 21Q: 3 clusters Score -1.342754e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -13427792.000000 Penalty: 5711.688965
	Iteration 22Q: 3 clusters Score -1.342779e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -13427957.000000 Penalty: 5711.688965
	Iteration 23Q: 3 clusters Score -1.342796e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -13428103.000000 Penalty: 5711.688965
	Iteration 24Q: 3 clusters Score -1.34281e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -13428220.000000 Penalty: 5711.688965
	Iteration 25Q: 3 clusters Score -1.342822e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -13428288.000000 Penalty: 5711.688965
	Iteration 26Q: 3 clusters Score -1.342829e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -13428438.000000 Penalty: 5711.688965
	Iteration 27Q: 3 clusters Score -1.342844e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -13428536.000000 Penalty: 5711.688965
	Iteration 28Q: 3 clusters Score -1.342854e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -13428609.000000 Penalty: 5711.688965
	Iteration 29Q: 3 clusters Score -1.342861e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -13428644.000000 Penalty: 5711.688965
	Iteration 30Q: 3 clusters Score -1.342864e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -13428660.000000 Penalty: 5711.688965
	Iteration 31Q: 3 clusters Score -1.342866e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -13428699.000000 Penalty: 5711.688965
	Iteration 32Q: 3 clusters Score -1.34287e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -13428760.000000 Penalty: 5711.688965
	Iteration 33Q: 3 clusters Score -1.342876e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -13428784.000000 Penalty: 5711.688965
	Iteration 34Q: 3 clusters Score -1.342878e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -13428783.000000 Penalty: 5711.688965
	Iteration 35Q: 3 clusters Score -1.342878e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -13428798.000000 Penalty: 5711.688965
	Iteration 36Q: 3 clusters Score -1.34288e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -13428896.000000 Penalty: 5711.688965
	Iteration 37Q: 3 clusters Score -1.34289e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -13428948.000000 Penalty: 5711.688965
	Iteration 38Q: 3 clusters Score -1.342895e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -13428978.000000 Penalty: 5711.688965
	Iteration 39Q: 3 clusters Score -1.342898e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -13429017.000000 Penalty: 5711.688965
	Iteration 40F: 3 clusters Score -1.342902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -13429047.000000 Penalty: 5711.688965
	Iteration 41Q: 3 clusters Score -1.342905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -13429085.000000 Penalty: 5711.688965
	Iteration 42Q: 3 clusters Score -1.342908e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -13429080.000000 Penalty: 5711.688965
	Iteration 43Q: 3 clusters Score -1.342908e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -13429117.000000 Penalty: 5711.688965
	Iteration 44Q: 3 clusters Score -1.342912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -13429142.000000 Penalty: 5711.688965
	Iteration 45Q: 3 clusters Score -1.342914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -13429167.000000 Penalty: 5711.688965
	Iteration 46Q: 3 clusters Score -1.342917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -13429179.000000 Penalty: 5711.688965
	Iteration 47Q: 3 clusters Score -1.342918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -13429187.000000 Penalty: 5711.688965
	Iteration 48Q: 3 clusters Score -1.342919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -13429197.000000 Penalty: 5711.688965
	Iteration 49Q: 3 clusters Score -1.34292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -13429211.000000 Penalty: 5711.688965
	Iteration 50Q: 3 clusters Score -1.342921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -13429228.000000 Penalty: 5711.688965
	Iteration 51Q: 3 clusters Score -1.342923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -13429252.000000 Penalty: 5711.688965
	Iteration 52Q: 3 clusters Score -1.342925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -13429253.000000 Penalty: 5711.688965
	Iteration 53Q: 3 clusters Score -1.342925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -13429270.000000 Penalty: 5711.688965
	Iteration 54Q: 3 clusters Score -1.342927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -13429270.000000 Penalty: 5711.688965
	Iteration 55Q: 3 clusters Score -1.342927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -13429281.000000 Penalty: 5711.688965
	Iteration 56Q: 3 clusters Score -1.342928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -13429290.000000 Penalty: 5711.688965
	Iteration 57Q: 3 clusters Score -1.342929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -13429276.000000 Penalty: 5711.688965
	Iteration 58Q: 3 clusters Score -1.342928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -13429277.000000 Penalty: 5711.688965
	Iteration 59Q: 3 clusters Score -1.342928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -13429282.000000 Penalty: 5711.688965
	Iteration 60F: 3 clusters Score -1.342928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -13429269.000000 Penalty: 5711.688965
	Iteration 61Q: 3 clusters Score -1.342927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -13429272.000000 Penalty: 5711.688965
	Iteration 62Q: 3 clusters Score -1.342927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -13429264.000000 Penalty: 5711.688965
	Iteration 63Q: 3 clusters Score -1.342926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -13429270.000000 Penalty: 5711.688965
	Iteration 64Q: 3 clusters Score -1.342927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -13429270.000000 Penalty: 5711.688965
	Iteration 65Q: 3 clusters Score -1.342927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -13429278.000000 Penalty: 5711.688965
	Iteration 66Q: 3 clusters Score -1.342928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -13429280.000000 Penalty: 5711.688965
	Iteration 67Q: 3 clusters Score -1.342928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -13429283.000000 Penalty: 5711.688965
	Iteration 68Q: 3 clusters Score -1.342928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -13429285.000000 Penalty: 5711.688965
	Iteration 69Q: 3 clusters Score -1.342928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -13429285.000000 Penalty: 5711.688965
	Iteration 70F: 3 clusters Score -1.342928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -46227.003906 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -46227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44855.839844 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -44855.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45021.308594 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -45021.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45062.238281 Penalty: 2975.472656
	Iteration 2Q: 3 clusters Score -45062.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45069.261719 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -45069.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45070.738281 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -45070.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45070.738281 Penalty: 2975.472656
	Iteration 5F: 3 clusters Score -45070.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -50987.675781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -50987.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49535.835938 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -49535.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49691.015625 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -49691.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49764.921875 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -49764.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49836.585938 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -49836.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49875.281250 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -49875.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49883.648438 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -49883.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49891.597656 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -49891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49900.183594 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -49900.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49902.046875 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -49902.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49905.062500 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -49905.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49905.062500 Penalty: 3015.646973
	Iteration 10F: 3 clusters Score -49905.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -121112.421875 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -121112.4 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 507 members 
Entering Unmasked Estep 
Score: -119176.859375 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -119176.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119517.007812 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -119517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119788.757812 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -119788.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120121.921875 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -120121.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -120423.734375 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -120423.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120671.421875 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -120671.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120880.343750 Penalty: 3423.760498
	Iteration 6F: 3 clusters Score -120880.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120993.882812 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -120993.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121060.156250 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -121060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -121082.773438 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -121082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -121085.601562 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -121085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -121086.804688 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -121086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121088.382812 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -121088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121088.382812 Penalty: 3423.760498
	Iteration 13F: 3 clusters Score -121088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -117082.414062 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -117082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115192.609375 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -115192.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115596.945312 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -115596.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116039.414062 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -116039.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116339.484375 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -116339.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116487.273438 Penalty: 3408.061279
	Iteration 4F: 3 clusters Score -116487.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -116606.390625 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -116606.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -116689.835938 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -116689.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116754.453125 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -116754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -116790.125000 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -116790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -116815.828125 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -116815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -116832.562500 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -116832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -116849.062500 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -116849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -116858.687500 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -116858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -116871.195312 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -116871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -116885.164062 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -116885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -116912.234375 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -116912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -116931.390625 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -116931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -116948.726562 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -116948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116967.187500 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -116967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -116978.039062 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -116978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -116998.117188 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -116998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -117010.226562 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -117010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -117017.726562 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -117017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -117022.390625 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -117022.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -117022.390625 Penalty: 3408.061279
	Iteration 24F: 3 clusters Score -117022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Entering Unmasked Estep 
Score: -6713860.000000 Penalty: 2682.748779
	Iteration 0F: 2 clusters Score -6713860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6680191.000000 Penalty: 5365.497559
	Iteration 0F: 3 clusters Score -6680191 nChanged 22990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6692990.000000 Penalty: 5365.497559
	Iteration 1F: 3 clusters Score -6692990 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -6693554.000000 Penalty: 5365.497559
	Iteration 2Q: 3 clusters Score -6693554 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6694145.500000 Penalty: 5365.497559
	Iteration 3Q: 3 clusters Score -6694146 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -6694849.000000 Penalty: 5365.497559
	Iteration 4Q: 3 clusters Score -6694849 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6695899.500000 Penalty: 5365.497559
	Iteration 5Q: 3 clusters Score -6695900 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -6697596.000000 Penalty: 5365.497559
	Iteration 6F: 3 clusters Score -6697596 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6700091.500000 Penalty: 5365.497559
	Iteration 7F: 3 clusters Score -6700092 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -6703331.500000 Penalty: 5365.497559
	Iteration 8F: 3 clusters Score -6703332 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -6706645.000000 Penalty: 5365.497559
	Iteration 9F: 3 clusters Score -6706645 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6709083.000000 Penalty: 5365.497559
	Iteration 10F: 3 clusters Score -6709083 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -6710424.500000 Penalty: 5365.497559
	Iteration 11Q: 3 clusters Score -6710424 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6710993.000000 Penalty: 5365.497559
	Iteration 12Q: 3 clusters Score -6710993 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -6711201.000000 Penalty: 5365.497559
	Iteration 13Q: 3 clusters Score -6711201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6711323.000000 Penalty: 5365.497559
	Iteration 14Q: 3 clusters Score -6711323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6711382.000000 Penalty: 5365.497559
	Iteration 15Q: 3 clusters Score -6711382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6711410.000000 Penalty: 5365.497559
	Iteration 16Q: 3 clusters Score -6711410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -6711449.500000 Penalty: 5365.497559
	Iteration 17Q: 3 clusters Score -6711450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -6711454.000000 Penalty: 5365.497559
	Iteration 18Q: 3 clusters Score -6711454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6711467.000000 Penalty: 5365.497559
	Iteration 19Q: 3 clusters Score -6711467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6711488.000000 Penalty: 5365.497559
	Iteration 20F: 3 clusters Score -6711488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -6711498.500000 Penalty: 5365.497559
	Iteration 21Q: 3 clusters Score -6711498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -6711510.000000 Penalty: 5365.497559
	Iteration 22Q: 3 clusters Score -6711510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6711511.000000 Penalty: 5365.497559
	Iteration 23Q: 3 clusters Score -6711511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -6711512.000000 Penalty: 5365.497559
	Iteration 24Q: 3 clusters Score -6711512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6711510.000000 Penalty: 5365.497559
	Iteration 25Q: 3 clusters Score -6711510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6711510.000000 Penalty: 5365.497559
	Iteration 26F: 3 clusters Score -6711510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Entering Unmasked Estep 
Score: -2706989.000000 Penalty: 2471.694092
	Iteration 0F: 2 clusters Score -2706989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2692226.000000 Penalty: 4943.388184
	Iteration 0F: 3 clusters Score -2692226 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2697460.000000 Penalty: 4943.388184
	Iteration 1F: 3 clusters Score -2697460 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2698017.000000 Penalty: 4943.388184
	Iteration 2F: 3 clusters Score -2698017 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2698552.750000 Penalty: 4943.388184
	Iteration 3F: 3 clusters Score -2698553 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2699121.500000 Penalty: 4943.388184
	Iteration 4F: 3 clusters Score -2699122 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2699858.500000 Penalty: 4943.388184
	Iteration 5F: 3 clusters Score -2699858 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2700764.750000 Penalty: 4943.388184
	Iteration 6F: 3 clusters Score -2700765 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2701679.750000 Penalty: 4943.388184
	Iteration 7F: 3 clusters Score -2701680 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2702471.500000 Penalty: 4943.388184
	Iteration 8F: 3 clusters Score -2702472 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2703115.750000 Penalty: 4943.388184
	Iteration 9Q: 3 clusters Score -2703116 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2703611.750000 Penalty: 4943.388184
	Iteration 10Q: 3 clusters Score -2703612 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2704023.000000 Penalty: 4943.388184
	Iteration 11Q: 3 clusters Score -2704023 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2704362.750000 Penalty: 4943.388184
	Iteration 12Q: 3 clusters Score -2704363 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2704656.500000 Penalty: 4943.388184
	Iteration 13Q: 3 clusters Score -2704656 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2704934.000000 Penalty: 4943.388184
	Iteration 14Q: 3 clusters Score -2704934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2705111.250000 Penalty: 4943.388184
	Iteration 15Q: 3 clusters Score -2705111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2705235.500000 Penalty: 4943.388184
	Iteration 16Q: 3 clusters Score -2705236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2705338.750000 Penalty: 4943.388184
	Iteration 17Q: 3 clusters Score -2705339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2705409.250000 Penalty: 4943.388184
	Iteration 18Q: 3 clusters Score -2705409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2705468.500000 Penalty: 4943.388184
	Iteration 19Q: 3 clusters Score -2705468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2705506.000000 Penalty: 4943.388184
	Iteration 20F: 3 clusters Score -2705506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2705536.250000 Penalty: 4943.388184
	Iteration 21Q: 3 clusters Score -2705536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2705555.750000 Penalty: 4943.388184
	Iteration 22Q: 3 clusters Score -2705556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2705567.750000 Penalty: 4943.388184
	Iteration 23Q: 3 clusters Score -2705568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2705575.750000 Penalty: 4943.388184
	Iteration 24Q: 3 clusters Score -2705576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2705581.000000 Penalty: 4943.388184
	Iteration 25Q: 3 clusters Score -2705581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2705585.750000 Penalty: 4943.388184
	Iteration 26Q: 3 clusters Score -2705586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2705586.750000 Penalty: 4943.388184
	Iteration 27Q: 3 clusters Score -2705587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2705590.750000 Penalty: 4943.388184
	Iteration 28Q: 3 clusters Score -2705591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2705590.750000 Penalty: 4943.388184
	Iteration 29Q: 3 clusters Score -2705591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2705593.000000 Penalty: 4943.388184
	Iteration 30Q: 3 clusters Score -2705593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2705595.750000 Penalty: 4943.388184
	Iteration 31Q: 3 clusters Score -2705596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2705596.500000 Penalty: 4943.388184
	Iteration 32Q: 3 clusters Score -2705596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2705603.000000 Penalty: 4943.388184
	Iteration 33Q: 3 clusters Score -2705603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2705606.500000 Penalty: 4943.388184
	Iteration 34Q: 3 clusters Score -2705606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2705607.250000 Penalty: 4943.388184
	Iteration 35Q: 3 clusters Score -2705607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2705607.000000 Penalty: 4943.388184
	Iteration 36Q: 3 clusters Score -2705607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2705608.500000 Penalty: 4943.388184
	Iteration 37Q: 3 clusters Score -2705608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2705612.750000 Penalty: 4943.388184
	Iteration 38Q: 3 clusters Score -2705613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2705612.750000 Penalty: 4943.388184
	Iteration 39F: 3 clusters Score -2705613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -327645.093750 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -327645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324706.562500 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -324706.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -325276.593750 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -325276.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -325418.125000 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -325418.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -325481.031250 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -325481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -325536.125000 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -325536.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -325575.187500 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -325575.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -325603.593750 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -325603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -325616.375000 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -325616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -325634.093750 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -325634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -325648.875000 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -325648.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -325660.718750 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -325660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -325670.781250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -325670.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -325677.093750 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -325677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -325681.312500 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -325681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -325685.968750 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -325686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -325696.781250 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -325696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -325712.718750 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -325712.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -325725.843750 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -325725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -325734.093750 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -325734.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -325745.000000 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -325745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -325753.312500 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -325753.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -325758.625000 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -325758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -325764.250000 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -325764.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -325775.250000 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -325775.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -325786.500000 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -325786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -325795.625000 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -325795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -325810.562500 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -325810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -325814.687500 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -325814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -325816.718750 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -325816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -325820.437500 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -325820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -325823.593750 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -325823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325825.656250 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -325825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325827.312500 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -325827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325828.625000 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -325828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325829.500000 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -325829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325829.500000 Penalty: 3879.733887
	Iteration 35F: 3 clusters Score -325829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (182020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Entering Unmasked Estep 
Score: -24180280.000000 Penalty: 3003.744141
	Iteration 0F: 2 clusters Score -2.418028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -24060896.000000 Penalty: 6007.488281
	Iteration 0F: 3 clusters Score -2.40609e+07 nChanged 87398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -24112092.000000 Penalty: 6007.488281
	Iteration 1F: 3 clusters Score -2.411209e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -24113644.000000 Penalty: 6007.488281
	Iteration 2Q: 3 clusters Score -2.411364e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -24115892.000000 Penalty: 6007.488281
	Iteration 3Q: 3 clusters Score -2.411589e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82828 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -24119016.000000 Penalty: 6007.488281
	Iteration 4Q: 3 clusters Score -2.411902e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 103893 members 
Entering Unmasked Estep 
Score: -24124078.000000 Penalty: 6007.488281
	Iteration 5F: 3 clusters Score -2.412408e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 110183 members 
Entering Unmasked Estep 
Score: -24131888.000000 Penalty: 6007.488281
	Iteration 6F: 3 clusters Score -2.413189e+07 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -24142328.000000 Penalty: 6007.488281
	Iteration 7F: 3 clusters Score -2.414233e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -24153588.000000 Penalty: 6007.488281
	Iteration 8F: 3 clusters Score -2.415359e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -24161040.000000 Penalty: 6007.488281
	Iteration 9F: 3 clusters Score -2.416104e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -24164264.000000 Penalty: 6007.488281
	Iteration 10Q: 3 clusters Score -2.416426e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -24165662.000000 Penalty: 6007.488281
	Iteration 11Q: 3 clusters Score -2.416566e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -24166984.000000 Penalty: 6007.488281
	Iteration 12Q: 3 clusters Score -2.416698e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 139281 members 
Entering Unmasked Estep 
Score: -24167928.000000 Penalty: 6007.488281
	Iteration 13Q: 3 clusters Score -2.416793e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -24168616.000000 Penalty: 6007.488281
	Iteration 14Q: 3 clusters Score -2.416862e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 143683 members 
Entering Unmasked Estep 
Score: -24169424.000000 Penalty: 6007.488281
	Iteration 15Q: 3 clusters Score -2.416942e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -24170054.000000 Penalty: 6007.488281
	Iteration 16Q: 3 clusters Score -2.417005e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -24170630.000000 Penalty: 6007.488281
	Iteration 17Q: 3 clusters Score -2.417063e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 150447 members 
Entering Unmasked Estep 
Score: -24171186.000000 Penalty: 6007.488281
	Iteration 18Q: 3 clusters Score -2.417119e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -24171942.000000 Penalty: 6007.488281
	Iteration 19Q: 3 clusters Score -2.417194e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -24172532.000000 Penalty: 6007.488281
	Iteration 20F: 3 clusters Score -2.417253e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -24173104.000000 Penalty: 6007.488281
	Iteration 21Q: 3 clusters Score -2.41731e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -24173676.000000 Penalty: 6007.488281
	Iteration 22Q: 3 clusters Score -2.417368e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -24174454.000000 Penalty: 6007.488281
	Iteration 23Q: 3 clusters Score -2.417445e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -24175026.000000 Penalty: 6007.488281
	Iteration 24Q: 3 clusters Score -2.417503e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -24175672.000000 Penalty: 6007.488281
	Iteration 25Q: 3 clusters Score -2.417567e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -24176150.000000 Penalty: 6007.488281
	Iteration 26Q: 3 clusters Score -2.417615e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -24176680.000000 Penalty: 6007.488281
	Iteration 27Q: 3 clusters Score -2.417668e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -24177018.000000 Penalty: 6007.488281
	Iteration 28Q: 3 clusters Score -2.417702e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 173545 members 
Entering Unmasked Estep 
Score: -24177278.000000 Penalty: 6007.488281
	Iteration 29Q: 3 clusters Score -2.417728e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -24177544.000000 Penalty: 6007.488281
	Iteration 30Q: 3 clusters Score -2.417754e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -24177796.000000 Penalty: 6007.488281
	Iteration 31Q: 3 clusters Score -2.41778e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -24178044.000000 Penalty: 6007.488281
	Iteration 32Q: 3 clusters Score -2.417804e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 177229 members 
Entering Unmasked Estep 
Score: -24178074.000000 Penalty: 6007.488281
	Iteration 33Q: 3 clusters Score -2.417807e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -24178124.000000 Penalty: 6007.488281
	Iteration 34Q: 3 clusters Score -2.417812e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -24178148.000000 Penalty: 6007.488281
	Iteration 35Q: 3 clusters Score -2.417815e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 178682 members 
Entering Unmasked Estep 
Score: -24178156.000000 Penalty: 6007.488281
	Iteration 36Q: 3 clusters Score -2.417816e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -24178248.000000 Penalty: 6007.488281
	Iteration 37Q: 3 clusters Score -2.417825e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 179265 members 
Entering Unmasked Estep 
Score: -24178230.000000 Penalty: 6007.488281
	Iteration 38Q: 3 clusters Score -2.417823e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -24178152.000000 Penalty: 6007.488281
	Iteration 39Q: 3 clusters Score -2.417815e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 179696 members 
Entering Unmasked Estep 
Score: -24178200.000000 Penalty: 6007.488281
	Iteration 40F: 3 clusters Score -2.41782e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -24178244.000000 Penalty: 6007.488281
	Iteration 41Q: 3 clusters Score -2.417824e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -24178246.000000 Penalty: 6007.488281
	Iteration 42Q: 3 clusters Score -2.417825e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 180102 members 
Entering Unmasked Estep 
Score: -24178332.000000 Penalty: 6007.488281
	Iteration 43Q: 3 clusters Score -2.417833e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 180203 members 
Entering Unmasked Estep 
Score: -24178326.000000 Penalty: 6007.488281
	Iteration 44Q: 3 clusters Score -2.417833e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 180307 members 
Entering Unmasked Estep 
Score: -24178330.000000 Penalty: 6007.488281
	Iteration 45Q: 3 clusters Score -2.417833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 180391 members 
Entering Unmasked Estep 
Score: -24178344.000000 Penalty: 6007.488281
	Iteration 46Q: 3 clusters Score -2.417834e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 180471 members 
Entering Unmasked Estep 
Score: -24178318.000000 Penalty: 6007.488281
	Iteration 47Q: 3 clusters Score -2.417832e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -24178330.000000 Penalty: 6007.488281
	Iteration 48Q: 3 clusters Score -2.417833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 180573 members 
Entering Unmasked Estep 
Score: -24178350.000000 Penalty: 6007.488281
	Iteration 49Q: 3 clusters Score -2.417835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 180603 members 
Entering Unmasked Estep 
Score: -24178338.000000 Penalty: 6007.488281
	Iteration 50Q: 3 clusters Score -2.417834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 180636 members 
Entering Unmasked Estep 
Score: -24178336.000000 Penalty: 6007.488281
	Iteration 51Q: 3 clusters Score -2.417834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 180668 members 
Entering Unmasked Estep 
Score: -24178328.000000 Penalty: 6007.488281
	Iteration 52Q: 3 clusters Score -2.417833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 180684 members 
Entering Unmasked Estep 
Score: -24178360.000000 Penalty: 6007.488281
	Iteration 53Q: 3 clusters Score -2.417836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 180701 members 
Entering Unmasked Estep 
Score: -24178358.000000 Penalty: 6007.488281
	Iteration 54Q: 3 clusters Score -2.417836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 180722 members 
Entering Unmasked Estep 
Score: -24178370.000000 Penalty: 6007.488281
	Iteration 55Q: 3 clusters Score -2.417837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 180745 members 
Entering Unmasked Estep 
Score: -24178360.000000 Penalty: 6007.488281
	Iteration 56Q: 3 clusters Score -2.417836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 180760 members 
Entering Unmasked Estep 
Score: -24178352.000000 Penalty: 6007.488281
	Iteration 57Q: 3 clusters Score -2.417835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -24178380.000000 Penalty: 6007.488281
	Iteration 58Q: 3 clusters Score -2.417838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -24178356.000000 Penalty: 6007.488281
	Iteration 59Q: 3 clusters Score -2.417836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -24178350.000000 Penalty: 6007.488281
	Iteration 60F: 3 clusters Score -2.417835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 180803 members 
Entering Unmasked Estep 
Score: -24178340.000000 Penalty: 6007.488281
	Iteration 61Q: 3 clusters Score -2.417834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 180815 members 
Entering Unmasked Estep 
Score: -24178348.000000 Penalty: 6007.488281
	Iteration 62Q: 3 clusters Score -2.417835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 180824 members 
Entering Unmasked Estep 
Score: -24178346.000000 Penalty: 6007.488281
	Iteration 63Q: 3 clusters Score -2.417835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 180832 members 
Entering Unmasked Estep 
Score: -24178352.000000 Penalty: 6007.488281
	Iteration 64Q: 3 clusters Score -2.417835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -24178374.000000 Penalty: 6007.488281
	Iteration 65Q: 3 clusters Score -2.417837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 180850 members 
Entering Unmasked Estep 
Score: -24178356.000000 Penalty: 6007.488281
	Iteration 66Q: 3 clusters Score -2.417836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -24178344.000000 Penalty: 6007.488281
	Iteration 67Q: 3 clusters Score -2.417834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 180866 members 
Entering Unmasked Estep 
Score: -24178346.000000 Penalty: 6007.488281
	Iteration 68Q: 3 clusters Score -2.417835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 180871 members 
Entering Unmasked Estep 
Score: -24178360.000000 Penalty: 6007.488281
	Iteration 69Q: 3 clusters Score -2.417836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 180873 members 
Entering Unmasked Estep 
Score: -24178382.000000 Penalty: 6007.488281
	Iteration 70Q: 3 clusters Score -2.417838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -24178380.000000 Penalty: 6007.488281
	Iteration 71Q: 3 clusters Score -2.417838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -24178344.000000 Penalty: 6007.488281
	Iteration 72Q: 3 clusters Score -2.417834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -24178318.000000 Penalty: 6007.488281
	Iteration 73Q: 3 clusters Score -2.417832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -24178322.000000 Penalty: 6007.488281
	Iteration 74Q: 3 clusters Score -2.417832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 180921 members 
Entering Unmasked Estep 
Score: -24178328.000000 Penalty: 6007.488281
	Iteration 75Q: 3 clusters Score -2.417833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -24178334.000000 Penalty: 6007.488281
	Iteration 76Q: 3 clusters Score -2.417833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 180936 members 
Entering Unmasked Estep 
Score: -24178318.000000 Penalty: 6007.488281
	Iteration 77Q: 3 clusters Score -2.417832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 180942 members 
Entering Unmasked Estep 
Score: -24178320.000000 Penalty: 6007.488281
	Iteration 78Q: 3 clusters Score -2.417832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -24178336.000000 Penalty: 6007.488281
	Iteration 79Q: 3 clusters Score -2.417834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 180951 members 
Entering Unmasked Estep 
Score: -24178324.000000 Penalty: 6007.488281
	Iteration 80F: 3 clusters Score -2.417832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -24178322.000000 Penalty: 6007.488281
	Iteration 81Q: 3 clusters Score -2.417832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -24178320.000000 Penalty: 6007.488281
	Iteration 82Q: 3 clusters Score -2.417832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 180966 members 
Entering Unmasked Estep 
Score: -24178334.000000 Penalty: 6007.488281
	Iteration 83Q: 3 clusters Score -2.417833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -24178322.000000 Penalty: 6007.488281
	Iteration 84Q: 3 clusters Score -2.417832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 180972 members 
Entering Unmasked Estep 
Score: -24178314.000000 Penalty: 6007.488281
	Iteration 85Q: 3 clusters Score -2.417831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -24178306.000000 Penalty: 6007.488281
	Iteration 86Q: 3 clusters Score -2.417831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -24178318.000000 Penalty: 6007.488281
	Iteration 87Q: 3 clusters Score -2.417832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -24178318.000000 Penalty: 6007.488281
	Iteration 88F: 3 clusters Score -2.417832e+07 nChanged 0
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -401149312.000000 Penalty: 77849.562500
23->22 Clusters: Score -401149312.000000, best is -401206560.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 45404 members 
Mstep: Class 4 contains 44921 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 45030 members 
Mstep: Class 7 contains 44734 members 
Mstep: Class 8 contains 45058 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 44768 members 
Mstep: Class 11 contains 45165 members 
Mstep: Class 12 contains 45073 members 
Mstep: Class 13 contains 45291 members 
Mstep: Class 14 contains 44948 members 
Mstep: Class 15 contains 44983 members 
Mstep: Class 16 contains 45033 members 
Mstep: Class 17 contains 44590 members 
Mstep: Class 18 contains 44816 members 
Mstep: Class 19 contains 44941 members 
Mstep: Class 20 contains 44744 members 
Mstep: Class 21 contains 45046 members 
Mstep: Class 22 contains 44985 members 
Mstep: Class 23 contains 44880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 266.772949 but Gain 3434.664062
Score: -130641840.000000 Penalty: 75562.656250
Iteration 0F: 23 clusters Score -1.306418e+08 nChanged 984397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2174 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 15360 members 
Mstep: Class 4 contains 13383 members 
Mstep: Class 5 contains 19012 members 
Mstep: Class 6 contains 331835 members 
Mstep: Class 7 contains 9982 members 
Mstep: Class 8 contains 26674 members 
Mstep: Class 9 contains 23777 members 
Mstep: Class 11 contains 14762 members 
Mstep: Class 12 contains 29141 members 
Mstep: Class 13 contains 121416 members 
Mstep: Class 14 contains 42030 members 
Mstep: Class 15 contains 25261 members 
Mstep: Class 16 contains 97302 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 59769 members 
Mstep: Class 21 contains 29157 members 
Mstep: Class 22 contains 105088 members 
Mstep: Class 23 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133876624.000000 Penalty: 75562.656250
Iteration 1F: 23 clusters Score -1.338766e+08 nChanged 314320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1289 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9529 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 7225 members 
Mstep: Class 5 contains 12406 members 
Mstep: Class 6 contains 378449 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 18138 members 
Mstep: Class 9 contains 17297 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 24958 members 
Mstep: Class 13 contains 155898 members 
Mstep: Class 14 contains 35715 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 100608 members 
Mstep: Class 17 contains 8622 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 60073 members 
Mstep: Class 21 contains 24629 members 
Mstep: Class 22 contains 110811 members 
Mstep: Class 23 contains 8419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1484.901855 but Gain 3434.664062
Score: -134179872.000000 Penalty: 72127.992188
Iteration 2F: 22 clusters Score -1.341799e+08 nChanged 223091
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 8946 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8780 members 
Mstep: Class 6 contains 323026 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 13863 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 24524 members 
Mstep: Class 13 contains 211171 members 
Mstep: Class 14 contains 34695 members 
Mstep: Class 15 contains 16569 members 
Mstep: Class 16 contains 117904 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 62863 members 
Mstep: Class 21 contains 20445 members 
Mstep: Class 22 contains 130720 members 
Mstep: Class 23 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1278.088013 but Gain 3434.664062
Score: -134528704.000000 Penalty: 68693.328125
Iteration 3F: 21 clusters Score -1.345287e+08 nChanged 175828
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 2 contains 21624 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 286041 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 24220 members 
Mstep: Class 13 contains 252327 members 
Mstep: Class 14 contains 31892 members 
Mstep: Class 15 contains 12923 members 
Mstep: Class 16 contains 128834 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 20 contains 59254 members 
Mstep: Class 21 contains 15451 members 
Mstep: Class 22 contains 148186 members 
Mstep: Class 23 contains 3688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3073.704102 but Gain 3434.667969
Score: -134673952.000000 Penalty: 65258.660156
Iteration 4F: 20 clusters Score -1.34674e+08 nChanged 151745
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 27608 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 266759 members 
Mstep: Class 7 contains 2989 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 6176 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 25818 members 
Mstep: Class 13 contains 264875 members 
Mstep: Class 14 contains 31888 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 139962 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 20 contains 54759 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 161195 members 
Mstep: Class 23 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2276.132080 but Gain 3434.667969
Score: -134768224.000000 Penalty: 61823.992188
Iteration 5F: 19 clusters Score -1.347682e+08 nChanged 126333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 32212 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 6 contains 258802 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 28051 members 
Mstep: Class 13 contains 254011 members 
Mstep: Class 14 contains 33942 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 153472 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 20 contains 51077 members 
Mstep: Class 21 contains 10213 members 
Mstep: Class 22 contains 171945 members 
Mstep: Class 23 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134847840.000000 Penalty: 61823.992188
Iteration 6F: 19 clusters Score -1.348478e+08 nChanged 103793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 34983 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 6 contains 257010 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 30205 members 
Mstep: Class 13 contains 232892 members 
Mstep: Class 14 contains 36713 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 166470 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 20 contains 48214 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 180557 members 
Mstep: Class 23 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2855.601074 but Gain 3434.667969
Score: -134905952.000000 Penalty: 58389.324219
Iteration 7F: 18 clusters Score -1.34906e+08 nChanged 93476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 36705 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 6 contains 254693 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 6035 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 12 contains 32446 members 
Mstep: Class 13 contains 213148 members 
Mstep: Class 14 contains 39823 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 178422 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 20 contains 46724 members 
Mstep: Class 21 contains 10272 members 
Mstep: Class 22 contains 188379 members 
Mstep: Class 23 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134958688.000000 Penalty: 58389.324219
Iteration 8F: 18 clusters Score -1.349587e+08 nChanged 77063
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 37236 members 
Mstep: Class 3 contains 3094 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 6 contains 246512 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 8 contains 5975 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 34315 members 
Mstep: Class 13 contains 197596 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 15 contains 6596 members 
Mstep: Class 16 contains 188914 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 20 contains 46296 members 
Mstep: Class 21 contains 11331 members 
Mstep: Class 22 contains 195794 members 
Mstep: Class 23 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134993328.000000 Penalty: 58389.324219
Iteration 9F: 18 clusters Score -1.349933e+08 nChanged 68702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 37207 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 6 contains 239651 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 36350 members 
Mstep: Class 13 contains 182729 members 
Mstep: Class 14 contains 44784 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 195706 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 20 contains 47066 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 203693 members 
Mstep: Class 23 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135019824.000000 Penalty: 58389.324219
Iteration 10F: 18 clusters Score -1.350198e+08 nChanged 61733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 36882 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 6 contains 230748 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 6229 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 46911 members 
Mstep: Class 15 contains 7002 members 
Mstep: Class 16 contains 199888 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 20 contains 48835 members 
Mstep: Class 21 contains 13988 members 
Mstep: Class 22 contains 212457 members 
Mstep: Class 23 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135045824.000000 Penalty: 58389.324219
Iteration 11F: 18 clusters Score -1.350458e+08 nChanged 56415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 36393 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 4 contains 13144 members 
Mstep: Class 6 contains 220496 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 41040 members 
Mstep: Class 13 contains 161519 members 
Mstep: Class 14 contains 48648 members 
Mstep: Class 15 contains 7301 members 
Mstep: Class 16 contains 201020 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 20 contains 51189 members 
Mstep: Class 21 contains 15466 members 
Mstep: Class 22 contains 221913 members 
Mstep: Class 23 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135067808.000000 Penalty: 58389.324219
Iteration 12F: 18 clusters Score -1.350678e+08 nChanged 49954
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 35797 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 14273 members 
Mstep: Class 6 contains 210961 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 43692 members 
Mstep: Class 13 contains 154261 members 
Mstep: Class 14 contains 49947 members 
Mstep: Class 15 contains 7649 members 
Mstep: Class 16 contains 198845 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 20 contains 53853 members 
Mstep: Class 21 contains 16954 members 
Mstep: Class 22 contains 231897 members 
Mstep: Class 23 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135087872.000000 Penalty: 58389.324219
Iteration 13Q: 18 clusters Score -1.350879e+08 nChanged 44835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 35142 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 6 contains 203736 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 7284 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 46348 members 
Mstep: Class 13 contains 148241 members 
Mstep: Class 14 contains 50845 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 193225 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 20 contains 56334 members 
Mstep: Class 21 contains 18338 members 
Mstep: Class 22 contains 242210 members 
Mstep: Class 23 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135102864.000000 Penalty: 58389.324219
Iteration 14Q: 18 clusters Score -1.351029e+08 nChanged 42665
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 34467 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 16657 members 
Mstep: Class 6 contains 198257 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 49104 members 
Mstep: Class 13 contains 143505 members 
Mstep: Class 14 contains 51379 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 16 contains 184754 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 20 contains 58618 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 252488 members 
Mstep: Class 23 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135117488.000000 Penalty: 58389.324219
Iteration 15Q: 18 clusters Score -1.351175e+08 nChanged 41391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 33806 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 17861 members 
Mstep: Class 6 contains 193484 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 11 contains 1792 members 
Mstep: Class 12 contains 51740 members 
Mstep: Class 13 contains 139802 members 
Mstep: Class 14 contains 51278 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 176186 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 60478 members 
Mstep: Class 21 contains 21158 members 
Mstep: Class 22 contains 262284 members 
Mstep: Class 23 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135126688.000000 Penalty: 58389.324219
Iteration 16Q: 18 clusters Score -1.351267e+08 nChanged 40269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 33142 members 
Mstep: Class 3 contains 852 members 
Mstep: Class 4 contains 19060 members 
Mstep: Class 6 contains 189508 members 
Mstep: Class 7 contains 1430 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 54236 members 
Mstep: Class 13 contains 136521 members 
Mstep: Class 14 contains 50555 members 
Mstep: Class 15 contains 9476 members 
Mstep: Class 16 contains 168788 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 20 contains 62082 members 
Mstep: Class 21 contains 22511 members 
Mstep: Class 22 contains 270706 members 
Mstep: Class 23 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135130528.000000 Penalty: 58389.324219
Iteration 17Q: 18 clusters Score -1.351305e+08 nChanged 39077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 32664 members 
Mstep: Class 3 contains 820 members 
Mstep: Class 4 contains 20302 members 
Mstep: Class 6 contains 186587 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 56486 members 
Mstep: Class 13 contains 133721 members 
Mstep: Class 14 contains 49560 members 
Mstep: Class 15 contains 9911 members 
Mstep: Class 16 contains 162265 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 63642 members 
Mstep: Class 21 contains 23884 members 
Mstep: Class 22 contains 277001 members 
Mstep: Class 23 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135131328.000000 Penalty: 58389.324219
Iteration 18Q: 18 clusters Score -1.351313e+08 nChanged 34707
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 32294 members 
Mstep: Class 3 contains 802 members 
Mstep: Class 4 contains 21599 members 
Mstep: Class 6 contains 183873 members 
Mstep: Class 7 contains 1446 members 
Mstep: Class 8 contains 10045 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 58607 members 
Mstep: Class 13 contains 131674 members 
Mstep: Class 14 contains 48575 members 
Mstep: Class 15 contains 10455 members 
Mstep: Class 16 contains 158174 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 20 contains 65194 members 
Mstep: Class 21 contains 25302 members 
Mstep: Class 22 contains 279769 members 
Mstep: Class 23 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135131632.000000 Penalty: 58389.324219
Iteration 19Q: 18 clusters Score -1.351316e+08 nChanged 31403
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 32086 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 22819 members 
Mstep: Class 6 contains 182002 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 10530 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 130145 members 
Mstep: Class 14 contains 47717 members 
Mstep: Class 15 contains 10969 members 
Mstep: Class 16 contains 155541 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 66921 members 
Mstep: Class 21 contains 26666 members 
Mstep: Class 22 contains 279480 members 
Mstep: Class 23 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135131792.000000 Penalty: 58389.324219
Iteration 20F: 18 clusters Score -1.351318e+08 nChanged 28372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31973 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 23869 members 
Mstep: Class 6 contains 180666 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 10972 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 62753 members 
Mstep: Class 13 contains 128891 members 
Mstep: Class 14 contains 47087 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 153794 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 69014 members 
Mstep: Class 21 contains 28052 members 
Mstep: Class 22 contains 277009 members 
Mstep: Class 23 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135133408.000000 Penalty: 58389.324219
Iteration 21Q: 18 clusters Score -1.351334e+08 nChanged 25558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31878 members 
Mstep: Class 3 contains 743 members 
Mstep: Class 4 contains 24851 members 
Mstep: Class 6 contains 179423 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 11302 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 64620 members 
Mstep: Class 13 contains 127815 members 
Mstep: Class 14 contains 46679 members 
Mstep: Class 15 contains 12012 members 
Mstep: Class 16 contains 152720 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 71273 members 
Mstep: Class 21 contains 29512 members 
Mstep: Class 22 contains 273471 members 
Mstep: Class 23 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135135584.000000 Penalty: 58389.324219
Iteration 22Q: 18 clusters Score -1.351356e+08 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 25800 members 
Mstep: Class 6 contains 178336 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 66327 members 
Mstep: Class 13 contains 126923 members 
Mstep: Class 14 contains 46320 members 
Mstep: Class 15 contains 12541 members 
Mstep: Class 16 contains 151951 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 73694 members 
Mstep: Class 21 contains 30911 members 
Mstep: Class 22 contains 269287 members 
Mstep: Class 23 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135138000.000000 Penalty: 58389.324219
Iteration 23Q: 18 clusters Score -1.35138e+08 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31840 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 6 contains 177108 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 11834 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 67857 members 
Mstep: Class 13 contains 125998 members 
Mstep: Class 14 contains 46023 members 
Mstep: Class 15 contains 13117 members 
Mstep: Class 16 contains 151519 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 20 contains 76129 members 
Mstep: Class 21 contains 32278 members 
Mstep: Class 22 contains 265212 members 
Mstep: Class 23 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135141264.000000 Penalty: 58389.324219
Iteration 24Q: 18 clusters Score -1.351413e+08 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 702 members 
Mstep: Class 4 contains 27258 members 
Mstep: Class 6 contains 175929 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 12035 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 12 contains 69225 members 
Mstep: Class 13 contains 125041 members 
Mstep: Class 14 contains 45883 members 
Mstep: Class 15 contains 13705 members 
Mstep: Class 16 contains 151035 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 20 contains 78592 members 
Mstep: Class 21 contains 33559 members 
Mstep: Class 22 contains 261309 members 
Mstep: Class 23 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135144128.000000 Penalty: 58389.324219
Iteration 25Q: 18 clusters Score -1.351441e+08 nChanged 20128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31888 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 27941 members 
Mstep: Class 6 contains 174776 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 70406 members 
Mstep: Class 13 contains 124094 members 
Mstep: Class 14 contains 45777 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 16 contains 150578 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 81160 members 
Mstep: Class 21 contains 34739 members 
Mstep: Class 22 contains 257636 members 
Mstep: Class 23 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135147328.000000 Penalty: 58389.324219
Iteration 26Q: 18 clusters Score -1.351473e+08 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31912 members 
Mstep: Class 3 contains 688 members 
Mstep: Class 4 contains 28526 members 
Mstep: Class 6 contains 173569 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 12255 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 71489 members 
Mstep: Class 13 contains 123285 members 
Mstep: Class 14 contains 45739 members 
Mstep: Class 15 contains 14840 members 
Mstep: Class 16 contains 150055 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 83553 members 
Mstep: Class 21 contains 35801 members 
Mstep: Class 22 contains 254324 members 
Mstep: Class 23 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135150672.000000 Penalty: 58389.324219
Iteration 27Q: 18 clusters Score -1.351507e+08 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31889 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 29109 members 
Mstep: Class 6 contains 172297 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 12331 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 72445 members 
Mstep: Class 13 contains 122392 members 
Mstep: Class 14 contains 45773 members 
Mstep: Class 15 contains 15433 members 
Mstep: Class 16 contains 149505 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 85900 members 
Mstep: Class 21 contains 36821 members 
Mstep: Class 22 contains 251397 members 
Mstep: Class 23 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135153328.000000 Penalty: 58389.324219
Iteration 28Q: 18 clusters Score -1.351533e+08 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31815 members 
Mstep: Class 3 contains 678 members 
Mstep: Class 4 contains 29641 members 
Mstep: Class 6 contains 171147 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 12417 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 73391 members 
Mstep: Class 13 contains 121351 members 
Mstep: Class 14 contains 45832 members 
Mstep: Class 15 contains 15995 members 
Mstep: Class 16 contains 149031 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 88181 members 
Mstep: Class 21 contains 37710 members 
Mstep: Class 22 contains 248729 members 
Mstep: Class 23 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135155488.000000 Penalty: 58389.324219
Iteration 29Q: 18 clusters Score -1.351555e+08 nChanged 19190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31766 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 30167 members 
Mstep: Class 6 contains 170054 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 12546 members 
Mstep: Class 11 contains 2618 members 
Mstep: Class 12 contains 74225 members 
Mstep: Class 13 contains 120270 members 
Mstep: Class 14 contains 45832 members 
Mstep: Class 15 contains 16586 members 
Mstep: Class 16 contains 148473 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 90470 members 
Mstep: Class 21 contains 38543 members 
Mstep: Class 22 contains 246241 members 
Mstep: Class 23 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135156528.000000 Penalty: 58389.324219
Iteration 30Q: 18 clusters Score -1.351565e+08 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31647 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 30657 members 
Mstep: Class 6 contains 168909 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 74934 members 
Mstep: Class 13 contains 119147 members 
Mstep: Class 14 contains 45912 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 148066 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 92832 members 
Mstep: Class 21 contains 39376 members 
Mstep: Class 22 contains 243752 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135158480.000000 Penalty: 58389.324219
Iteration 31Q: 18 clusters Score -1.351585e+08 nChanged 18441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31525 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 31120 members 
Mstep: Class 6 contains 167807 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 12757 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 75744 members 
Mstep: Class 13 contains 118094 members 
Mstep: Class 14 contains 46015 members 
Mstep: Class 15 contains 17846 members 
Mstep: Class 16 contains 147848 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 95245 members 
Mstep: Class 21 contains 40050 members 
Mstep: Class 22 contains 240996 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135161568.000000 Penalty: 58389.324219
Iteration 32Q: 18 clusters Score -1.351616e+08 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31388 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 31483 members 
Mstep: Class 6 contains 166679 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 12841 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 76538 members 
Mstep: Class 13 contains 117136 members 
Mstep: Class 14 contains 46135 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 147845 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 97821 members 
Mstep: Class 21 contains 40671 members 
Mstep: Class 22 contains 237986 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135165120.000000 Penalty: 58389.324219
Iteration 33Q: 18 clusters Score -1.351651e+08 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31234 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 31812 members 
Mstep: Class 6 contains 165573 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 12876 members 
Mstep: Class 11 contains 2849 members 
Mstep: Class 12 contains 77176 members 
Mstep: Class 13 contains 116222 members 
Mstep: Class 14 contains 46216 members 
Mstep: Class 15 contains 19125 members 
Mstep: Class 16 contains 147981 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 100513 members 
Mstep: Class 21 contains 41248 members 
Mstep: Class 22 contains 234973 members 
Mstep: Class 23 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135167856.000000 Penalty: 58389.324219
Iteration 34Q: 18 clusters Score -1.351679e+08 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31092 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 32115 members 
Mstep: Class 6 contains 164400 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 12910 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 77773 members 
Mstep: Class 13 contains 115282 members 
Mstep: Class 14 contains 46307 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 148240 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 103253 members 
Mstep: Class 21 contains 41791 members 
Mstep: Class 22 contains 232032 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135171056.000000 Penalty: 58389.324219
Iteration 35Q: 18 clusters Score -1.351711e+08 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 30944 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 32338 members 
Mstep: Class 6 contains 163078 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 12933 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 78250 members 
Mstep: Class 13 contains 114275 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 15 contains 20258 members 
Mstep: Class 16 contains 148637 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 20 contains 106039 members 
Mstep: Class 21 contains 42244 members 
Mstep: Class 22 contains 229495 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135174336.000000 Penalty: 58389.324219
Iteration 36Q: 18 clusters Score -1.351743e+08 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 30799 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 32493 members 
Mstep: Class 6 contains 161661 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 12965 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 78662 members 
Mstep: Class 13 contains 113130 members 
Mstep: Class 14 contains 46394 members 
Mstep: Class 15 contains 20780 members 
Mstep: Class 16 contains 149020 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 20 contains 108977 members 
Mstep: Class 21 contains 42654 members 
Mstep: Class 22 contains 227260 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135176784.000000 Penalty: 58389.324219
Iteration 37Q: 18 clusters Score -1.351768e+08 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 30624 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 32638 members 
Mstep: Class 6 contains 160259 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 12997 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 79005 members 
Mstep: Class 13 contains 111866 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 21238 members 
Mstep: Class 16 contains 149486 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 112078 members 
Mstep: Class 21 contains 42981 members 
Mstep: Class 22 contains 225202 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135179696.000000 Penalty: 58389.324219
Iteration 38Q: 18 clusters Score -1.351797e+08 nChanged 13322
Entering ConstructFrom: 
Score: -135179696.000000 Penalty: 58389.324219
Entering ConstructFrom: 
Trying to split cluster 2 (30436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Entering Unmasked Estep 
Score: -3921217.500000 Penalty: 2560.198486
	Iteration 0F: 2 clusters Score -3921218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3900423.000000 Penalty: 5120.396973
	Iteration 0F: 3 clusters Score -3900423 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3908025.000000 Penalty: 5120.396973
	Iteration 1F: 3 clusters Score -3908025 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3909100.000000 Penalty: 5120.396973
	Iteration 2F: 3 clusters Score -3909100 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3910640.500000 Penalty: 5120.396973
	Iteration 3F: 3 clusters Score -3910640 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3912573.750000 Penalty: 5120.396973
	Iteration 4F: 3 clusters Score -3912574 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3914281.500000 Penalty: 5120.396973
	Iteration 5F: 3 clusters Score -3914282 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3915448.750000 Penalty: 5120.396973
	Iteration 6F: 3 clusters Score -3915449 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3916125.500000 Penalty: 5120.396973
	Iteration 7Q: 3 clusters Score -3916126 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3916515.250000 Penalty: 5120.396973
	Iteration 8Q: 3 clusters Score -3916515 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3916751.250000 Penalty: 5120.396973
	Iteration 9Q: 3 clusters Score -3916751 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3916904.500000 Penalty: 5120.396973
	Iteration 10Q: 3 clusters Score -3916904 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3916992.500000 Penalty: 5120.396973
	Iteration 11Q: 3 clusters Score -3916992 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3917086.750000 Penalty: 5120.396973
	Iteration 12Q: 3 clusters Score -3917087 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3917169.500000 Penalty: 5120.396973
	Iteration 13Q: 3 clusters Score -3917170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3917264.500000 Penalty: 5120.396973
	Iteration 14Q: 3 clusters Score -3917264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3917315.250000 Penalty: 5120.396973
	Iteration 15Q: 3 clusters Score -3917315 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3917396.750000 Penalty: 5120.396973
	Iteration 16Q: 3 clusters Score -3917397 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3917481.000000 Penalty: 5120.396973
	Iteration 17Q: 3 clusters Score -3917481 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3917564.250000 Penalty: 5120.396973
	Iteration 18Q: 3 clusters Score -3917564 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3917664.250000 Penalty: 5120.396973
	Iteration 19Q: 3 clusters Score -3917664 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3917765.250000 Penalty: 5120.396973
	Iteration 20F: 3 clusters Score -3917765 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3917870.500000 Penalty: 5120.396973
	Iteration 21Q: 3 clusters Score -3917870 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3917980.750000 Penalty: 5120.396973
	Iteration 22Q: 3 clusters Score -3917981 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3918126.500000 Penalty: 5120.396973
	Iteration 23Q: 3 clusters Score -3918126 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3918261.000000 Penalty: 5120.396973
	Iteration 24Q: 3 clusters Score -3918261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3918378.500000 Penalty: 5120.396973
	Iteration 25Q: 3 clusters Score -3918378 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3918503.500000 Penalty: 5120.396973
	Iteration 26Q: 3 clusters Score -3918504 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3918615.000000 Penalty: 5120.396973
	Iteration 27Q: 3 clusters Score -3918615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3918752.000000 Penalty: 5120.396973
	Iteration 28Q: 3 clusters Score -3918752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3918872.750000 Penalty: 5120.396973
	Iteration 29Q: 3 clusters Score -3918873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3918971.250000 Penalty: 5120.396973
	Iteration 30Q: 3 clusters Score -3918971 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3919041.500000 Penalty: 5120.396973
	Iteration 31Q: 3 clusters Score -3919042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3919122.000000 Penalty: 5120.396973
	Iteration 32Q: 3 clusters Score -3919122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3919190.250000 Penalty: 5120.396973
	Iteration 33Q: 3 clusters Score -3919190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3919232.750000 Penalty: 5120.396973
	Iteration 34Q: 3 clusters Score -3919233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3919271.750000 Penalty: 5120.396973
	Iteration 35Q: 3 clusters Score -3919272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3919304.500000 Penalty: 5120.396973
	Iteration 36Q: 3 clusters Score -3919304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3919332.500000 Penalty: 5120.396973
	Iteration 37Q: 3 clusters Score -3919332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3919351.000000 Penalty: 5120.396973
	Iteration 38Q: 3 clusters Score -3919351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3919363.500000 Penalty: 5120.396973
	Iteration 39Q: 3 clusters Score -3919364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3919385.000000 Penalty: 5120.396973
	Iteration 40F: 3 clusters Score -3919385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3919404.250000 Penalty: 5120.396973
	Iteration 41Q: 3 clusters Score -3919404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3919414.250000 Penalty: 5120.396973
	Iteration 42Q: 3 clusters Score -3919414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3919416.250000 Penalty: 5120.396973
	Iteration 43Q: 3 clusters Score -3919416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3919419.000000 Penalty: 5120.396973
	Iteration 44Q: 3 clusters Score -3919419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3919435.500000 Penalty: 5120.396973
	Iteration 45Q: 3 clusters Score -3919436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3919446.500000 Penalty: 5120.396973
	Iteration 46Q: 3 clusters Score -3919446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3919455.750000 Penalty: 5120.396973
	Iteration 47Q: 3 clusters Score -3919456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3919464.500000 Penalty: 5120.396973
	Iteration 48Q: 3 clusters Score -3919464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3919477.750000 Penalty: 5120.396973
	Iteration 49Q: 3 clusters Score -3919478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3919489.500000 Penalty: 5120.396973
	Iteration 50Q: 3 clusters Score -3919490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3919489.500000 Penalty: 5120.396973
	Iteration 51Q: 3 clusters Score -3919490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3919489.000000 Penalty: 5120.396973
	Iteration 52Q: 3 clusters Score -3919489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3919488.250000 Penalty: 5120.396973
	Iteration 53Q: 3 clusters Score -3919488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3919488.250000 Penalty: 5120.396973
	Iteration 54F: 3 clusters Score -3919488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -81827.859375 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -81827.86 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 323 members 
Entering Unmasked Estep 
Score: -80141.703125 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -80141.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80361.578125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -80361.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80413.335938 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -80413.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80438.539062 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -80438.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80453.382812 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -80453.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80463.320312 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -80463.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80467.562500 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -80467.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80469.625000 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -80469.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80471.835938 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -80471.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80471.835938 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -80471.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Entering Unmasked Estep 
Score: -4202879.000000 Penalty: 2578.658691
	Iteration 0F: 2 clusters Score -4202879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4180582.000000 Penalty: 5157.317383
	Iteration 0F: 3 clusters Score -4180582 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4188799.750000 Penalty: 5157.317383
	Iteration 1F: 3 clusters Score -4188800 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4189423.750000 Penalty: 5157.317383
	Iteration 2Q: 3 clusters Score -4189424 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4190031.750000 Penalty: 5157.317383
	Iteration 3Q: 3 clusters Score -4190032 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4190602.750000 Penalty: 5157.317383
	Iteration 4Q: 3 clusters Score -4190603 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4191141.500000 Penalty: 5157.317383
	Iteration 5Q: 3 clusters Score -4191142 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4191692.500000 Penalty: 5157.317383
	Iteration 6Q: 3 clusters Score -4191692 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4192238.000000 Penalty: 5157.317383
	Iteration 7Q: 3 clusters Score -4192238 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4192785.750000 Penalty: 5157.317383
	Iteration 8Q: 3 clusters Score -4192786 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4193374.000000 Penalty: 5157.317383
	Iteration 9Q: 3 clusters Score -4193374 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4194011.000000 Penalty: 5157.317383
	Iteration 10Q: 3 clusters Score -4194011 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4194678.500000 Penalty: 5157.317383
	Iteration 11Q: 3 clusters Score -4194678 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4195462.000000 Penalty: 5157.317383
	Iteration 12Q: 3 clusters Score -4195462 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4196398.000000 Penalty: 5157.317383
	Iteration 13Q: 3 clusters Score -4196398 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4197451.000000 Penalty: 5157.317383
	Iteration 14Q: 3 clusters Score -4197451 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4198643.500000 Penalty: 5157.317383
	Iteration 15Q: 3 clusters Score -4198644 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4199881.000000 Penalty: 5157.317383
	Iteration 16Q: 3 clusters Score -4199881 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4200949.000000 Penalty: 5157.317383
	Iteration 17Q: 3 clusters Score -4200949 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4201613.500000 Penalty: 5157.317383
	Iteration 18Q: 3 clusters Score -4201614 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4201889.000000 Penalty: 5157.317383
	Iteration 19Q: 3 clusters Score -4201889 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4201971.000000 Penalty: 5157.317383
	Iteration 20F: 3 clusters Score -4201971 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4202032.500000 Penalty: 5157.317383
	Iteration 21Q: 3 clusters Score -4202032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4202063.000000 Penalty: 5157.317383
	Iteration 22Q: 3 clusters Score -4202063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4202086.000000 Penalty: 5157.317383
	Iteration 23Q: 3 clusters Score -4202086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4202109.000000 Penalty: 5157.317383
	Iteration 24Q: 3 clusters Score -4202109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4202112.000000 Penalty: 5157.317383
	Iteration 25Q: 3 clusters Score -4202112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4202124.500000 Penalty: 5157.317383
	Iteration 26Q: 3 clusters Score -4202124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4202129.000000 Penalty: 5157.317383
	Iteration 27Q: 3 clusters Score -4202129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4202136.500000 Penalty: 5157.317383
	Iteration 28Q: 3 clusters Score -4202136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4202134.500000 Penalty: 5157.317383
	Iteration 29Q: 3 clusters Score -4202134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4202140.000000 Penalty: 5157.317383
	Iteration 30Q: 3 clusters Score -4202140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4202138.500000 Penalty: 5157.317383
	Iteration 31Q: 3 clusters Score -4202138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4202139.000000 Penalty: 5157.317383
	Iteration 32Q: 3 clusters Score -4202139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4202144.500000 Penalty: 5157.317383
	Iteration 33Q: 3 clusters Score -4202144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4202148.500000 Penalty: 5157.317383
	Iteration 34Q: 3 clusters Score -4202148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4202148.500000 Penalty: 5157.317383
	Iteration 35F: 3 clusters Score -4202148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158704 members 
Entering Unmasked Estep 
Score: -21129494.000000 Penalty: 2969.749512
	Iteration 0F: 2 clusters Score -2.112949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -21027430.000000 Penalty: 5939.499023
	Iteration 0F: 3 clusters Score -2.102743e+07 nChanged 75855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -21071772.000000 Penalty: 5939.499023
	Iteration 1F: 3 clusters Score -2.107177e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -21073148.000000 Penalty: 5939.499023
	Iteration 2Q: 3 clusters Score -2.107315e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -21075010.000000 Penalty: 5939.499023
	Iteration 3Q: 3 clusters Score -2.107501e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -21077336.000000 Penalty: 5939.499023
	Iteration 4Q: 3 clusters Score -2.107734e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -21080450.000000 Penalty: 5939.499023
	Iteration 5Q: 3 clusters Score -2.108045e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -21085128.000000 Penalty: 5939.499023
	Iteration 6F: 3 clusters Score -2.108513e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -21091300.000000 Penalty: 5939.499023
	Iteration 7F: 3 clusters Score -2.10913e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -21098782.000000 Penalty: 5939.499023
	Iteration 8F: 3 clusters Score -2.109878e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -21106384.000000 Penalty: 5939.499023
	Iteration 9F: 3 clusters Score -2.110638e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -21111724.000000 Penalty: 5939.499023
	Iteration 10F: 3 clusters Score -2.111172e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -21114212.000000 Penalty: 5939.499023
	Iteration 11Q: 3 clusters Score -2.111421e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -21115292.000000 Penalty: 5939.499023
	Iteration 12Q: 3 clusters Score -2.111529e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -21116138.000000 Penalty: 5939.499023
	Iteration 13Q: 3 clusters Score -2.111614e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -21116782.000000 Penalty: 5939.499023
	Iteration 14Q: 3 clusters Score -2.111678e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -21117732.000000 Penalty: 5939.499023
	Iteration 15Q: 3 clusters Score -2.111773e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -21118628.000000 Penalty: 5939.499023
	Iteration 16Q: 3 clusters Score -2.111863e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -21119516.000000 Penalty: 5939.499023
	Iteration 17Q: 3 clusters Score -2.111952e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -21120534.000000 Penalty: 5939.499023
	Iteration 18Q: 3 clusters Score -2.112053e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -21121668.000000 Penalty: 5939.499023
	Iteration 19Q: 3 clusters Score -2.112167e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -21122784.000000 Penalty: 5939.499023
	Iteration 20F: 3 clusters Score -2.112278e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111856 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -21123928.000000 Penalty: 5939.499023
	Iteration 21Q: 3 clusters Score -2.112393e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -21124756.000000 Penalty: 5939.499023
	Iteration 22Q: 3 clusters Score -2.112476e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -21125486.000000 Penalty: 5939.499023
	Iteration 23Q: 3 clusters Score -2.112549e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -21126096.000000 Penalty: 5939.499023
	Iteration 24Q: 3 clusters Score -2.11261e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -21126618.000000 Penalty: 5939.499023
	Iteration 25Q: 3 clusters Score -2.112662e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -21127012.000000 Penalty: 5939.499023
	Iteration 26Q: 3 clusters Score -2.112701e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -21127318.000000 Penalty: 5939.499023
	Iteration 27Q: 3 clusters Score -2.112732e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -21127556.000000 Penalty: 5939.499023
	Iteration 28Q: 3 clusters Score -2.112756e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -21127654.000000 Penalty: 5939.499023
	Iteration 29Q: 3 clusters Score -2.112765e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -21127738.000000 Penalty: 5939.499023
	Iteration 30Q: 3 clusters Score -2.112774e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -21127768.000000 Penalty: 5939.499023
	Iteration 31Q: 3 clusters Score -2.112777e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124332 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 32Q: 3 clusters Score -2.112786e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124905 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -21127846.000000 Penalty: 5939.499023
	Iteration 33Q: 3 clusters Score -2.112785e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -21127832.000000 Penalty: 5939.499023
	Iteration 34Q: 3 clusters Score -2.112783e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -21127838.000000 Penalty: 5939.499023
	Iteration 35Q: 3 clusters Score -2.112784e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -21127890.000000 Penalty: 5939.499023
	Iteration 36Q: 3 clusters Score -2.112789e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -21127902.000000 Penalty: 5939.499023
	Iteration 37Q: 3 clusters Score -2.11279e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -21127886.000000 Penalty: 5939.499023
	Iteration 38Q: 3 clusters Score -2.112789e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 39Q: 3 clusters Score -2.112786e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128141 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -21127840.000000 Penalty: 5939.499023
	Iteration 40F: 3 clusters Score -2.112784e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128451 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 41Q: 3 clusters Score -2.112784e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -21127820.000000 Penalty: 5939.499023
	Iteration 42Q: 3 clusters Score -2.112782e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129036 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -21127822.000000 Penalty: 5939.499023
	Iteration 43Q: 3 clusters Score -2.112782e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 44Q: 3 clusters Score -2.112782e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -21127798.000000 Penalty: 5939.499023
	Iteration 45Q: 3 clusters Score -2.11278e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 46Q: 3 clusters Score -2.112786e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 47Q: 3 clusters Score -2.112788e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 48Q: 3 clusters Score -2.112788e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -21127822.000000 Penalty: 5939.499023
	Iteration 49Q: 3 clusters Score -2.112782e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -21127848.000000 Penalty: 5939.499023
	Iteration 50Q: 3 clusters Score -2.112785e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -21127868.000000 Penalty: 5939.499023
	Iteration 51Q: 3 clusters Score -2.112787e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -21127874.000000 Penalty: 5939.499023
	Iteration 52Q: 3 clusters Score -2.112787e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 53Q: 3 clusters Score -2.112786e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 54Q: 3 clusters Score -2.112784e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -21127840.000000 Penalty: 5939.499023
	Iteration 55Q: 3 clusters Score -2.112784e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 56Q: 3 clusters Score -2.112788e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 57Q: 3 clusters Score -2.112782e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -21127904.000000 Penalty: 5939.499023
	Iteration 58Q: 3 clusters Score -2.11279e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -21127904.000000 Penalty: 5939.499023
	Iteration 59Q: 3 clusters Score -2.11279e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 60F: 3 clusters Score -2.112789e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 61Q: 3 clusters Score -2.112789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132630 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -21127900.000000 Penalty: 5939.499023
	Iteration 62Q: 3 clusters Score -2.11279e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -21127922.000000 Penalty: 5939.499023
	Iteration 63Q: 3 clusters Score -2.112792e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 64Q: 3 clusters Score -2.112789e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -21127904.000000 Penalty: 5939.499023
	Iteration 65Q: 3 clusters Score -2.11279e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -21127890.000000 Penalty: 5939.499023
	Iteration 66Q: 3 clusters Score -2.112789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -21127896.000000 Penalty: 5939.499023
	Iteration 67Q: 3 clusters Score -2.11279e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133195 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -21127906.000000 Penalty: 5939.499023
	Iteration 68Q: 3 clusters Score -2.112791e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -21127904.000000 Penalty: 5939.499023
	Iteration 69Q: 3 clusters Score -2.11279e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -21127896.000000 Penalty: 5939.499023
	Iteration 70Q: 3 clusters Score -2.11279e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -21127882.000000 Penalty: 5939.499023
	Iteration 71Q: 3 clusters Score -2.112788e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133548 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 72Q: 3 clusters Score -2.112788e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -21127888.000000 Penalty: 5939.499023
	Iteration 73Q: 3 clusters Score -2.112789e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133713 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -21127912.000000 Penalty: 5939.499023
	Iteration 74Q: 3 clusters Score -2.112791e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -21127868.000000 Penalty: 5939.499023
	Iteration 75Q: 3 clusters Score -2.112787e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 76Q: 3 clusters Score -2.112786e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 77Q: 3 clusters Score -2.112786e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -21127898.000000 Penalty: 5939.499023
	Iteration 78Q: 3 clusters Score -2.11279e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -21127892.000000 Penalty: 5939.499023
	Iteration 79Q: 3 clusters Score -2.112789e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 80F: 3 clusters Score -2.112788e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134375 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -21127860.000000 Penalty: 5939.499023
	Iteration 81Q: 3 clusters Score -2.112786e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -21127874.000000 Penalty: 5939.499023
	Iteration 82Q: 3 clusters Score -2.112787e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134588 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -21127874.000000 Penalty: 5939.499023
	Iteration 83Q: 3 clusters Score -2.112787e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134713 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -21127858.000000 Penalty: 5939.499023
	Iteration 84Q: 3 clusters Score -2.112786e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -21127842.000000 Penalty: 5939.499023
	Iteration 85Q: 3 clusters Score -2.112784e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134956 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 86Q: 3 clusters Score -2.112784e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -21127826.000000 Penalty: 5939.499023
	Iteration 87Q: 3 clusters Score -2.112783e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 88Q: 3 clusters Score -2.112787e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -21127918.000000 Penalty: 5939.499023
	Iteration 89Q: 3 clusters Score -2.112792e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -21127896.000000 Penalty: 5939.499023
	Iteration 90Q: 3 clusters Score -2.11279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 91Q: 3 clusters Score -2.112789e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -21127904.000000 Penalty: 5939.499023
	Iteration 92Q: 3 clusters Score -2.11279e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135738 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 93Q: 3 clusters Score -2.112788e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -21127900.000000 Penalty: 5939.499023
	Iteration 94Q: 3 clusters Score -2.11279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135947 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -21127952.000000 Penalty: 5939.499023
	Iteration 95Q: 3 clusters Score -2.112795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136045 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -21127932.000000 Penalty: 5939.499023
	Iteration 96Q: 3 clusters Score -2.112793e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -21127960.000000 Penalty: 5939.499023
	Iteration 97Q: 3 clusters Score -2.112796e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136230 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5939.499023
	Iteration 98Q: 3 clusters Score -2.112796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -21127982.000000 Penalty: 5939.499023
	Iteration 99Q: 3 clusters Score -2.112798e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136390 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -21127998.000000 Penalty: 5939.499023
	Iteration 100F: 3 clusters Score -2.1128e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136470 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -21127960.000000 Penalty: 5939.499023
	Iteration 101Q: 3 clusters Score -2.112796e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -21127978.000000 Penalty: 5939.499023
	Iteration 102Q: 3 clusters Score -2.112798e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -21127968.000000 Penalty: 5939.499023
	Iteration 103Q: 3 clusters Score -2.112797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -21127988.000000 Penalty: 5939.499023
	Iteration 104Q: 3 clusters Score -2.112799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136716 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5939.499023
	Iteration 105Q: 3 clusters Score -2.112796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -21127952.000000 Penalty: 5939.499023
	Iteration 106Q: 3 clusters Score -2.112795e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136817 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -21127942.000000 Penalty: 5939.499023
	Iteration 107Q: 3 clusters Score -2.112794e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -21127926.000000 Penalty: 5939.499023
	Iteration 108Q: 3 clusters Score -2.112793e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -21127932.000000 Penalty: 5939.499023
	Iteration 109Q: 3 clusters Score -2.112793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -21127930.000000 Penalty: 5939.499023
	Iteration 110Q: 3 clusters Score -2.112793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -21127918.000000 Penalty: 5939.499023
	Iteration 111Q: 3 clusters Score -2.112792e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -21127896.000000 Penalty: 5939.499023
	Iteration 112Q: 3 clusters Score -2.11279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -21127884.000000 Penalty: 5939.499023
	Iteration 113Q: 3 clusters Score -2.112788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137206 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -21127898.000000 Penalty: 5939.499023
	Iteration 114Q: 3 clusters Score -2.11279e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -21127898.000000 Penalty: 5939.499023
	Iteration 115Q: 3 clusters Score -2.11279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -21127872.000000 Penalty: 5939.499023
	Iteration 116Q: 3 clusters Score -2.112787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 117Q: 3 clusters Score -2.112787e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -21127890.000000 Penalty: 5939.499023
	Iteration 118Q: 3 clusters Score -2.112789e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -21127874.000000 Penalty: 5939.499023
	Iteration 119Q: 3 clusters Score -2.112787e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 120F: 3 clusters Score -2.112787e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -21127860.000000 Penalty: 5939.499023
	Iteration 121Q: 3 clusters Score -2.112786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137892 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -21127842.000000 Penalty: 5939.499023
	Iteration 122Q: 3 clusters Score -2.112784e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -21127890.000000 Penalty: 5939.499023
	Iteration 123Q: 3 clusters Score -2.112789e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -21127892.000000 Penalty: 5939.499023
	Iteration 124Q: 3 clusters Score -2.112789e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -21127892.000000 Penalty: 5939.499023
	Iteration 125Q: 3 clusters Score -2.112789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -21127876.000000 Penalty: 5939.499023
	Iteration 126Q: 3 clusters Score -2.112788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138467 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -21127868.000000 Penalty: 5939.499023
	Iteration 127Q: 3 clusters Score -2.112787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -21127850.000000 Penalty: 5939.499023
	Iteration 128Q: 3 clusters Score -2.112785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 129Q: 3 clusters Score -2.112784e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 130Q: 3 clusters Score -2.112782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -21127808.000000 Penalty: 5939.499023
	Iteration 131Q: 3 clusters Score -2.112781e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -21127816.000000 Penalty: 5939.499023
	Iteration 132Q: 3 clusters Score -2.112782e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -21127846.000000 Penalty: 5939.499023
	Iteration 133Q: 3 clusters Score -2.112785e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139235 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 134Q: 3 clusters Score -2.112784e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139353 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -21127886.000000 Penalty: 5939.499023
	Iteration 135Q: 3 clusters Score -2.112789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 136Q: 3 clusters Score -2.112787e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -21127898.000000 Penalty: 5939.499023
	Iteration 137Q: 3 clusters Score -2.11279e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 138Q: 3 clusters Score -2.112788e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -21127876.000000 Penalty: 5939.499023
	Iteration 139Q: 3 clusters Score -2.112788e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -21127920.000000 Penalty: 5939.499023
	Iteration 140F: 3 clusters Score -2.112792e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -21127902.000000 Penalty: 5939.499023
	Iteration 141Q: 3 clusters Score -2.11279e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140101 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -21127944.000000 Penalty: 5939.499023
	Iteration 142Q: 3 clusters Score -2.112794e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5939.499023
	Iteration 143Q: 3 clusters Score -2.112796e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -21127960.000000 Penalty: 5939.499023
	Iteration 144Q: 3 clusters Score -2.112796e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140436 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5939.499023
	Iteration 145Q: 3 clusters Score -2.112796e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -21127940.000000 Penalty: 5939.499023
	Iteration 146Q: 3 clusters Score -2.112794e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140619 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -21127920.000000 Penalty: 5939.499023
	Iteration 147Q: 3 clusters Score -2.112792e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -21127924.000000 Penalty: 5939.499023
	Iteration 148Q: 3 clusters Score -2.112792e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -21127916.000000 Penalty: 5939.499023
	Iteration 149Q: 3 clusters Score -2.112792e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 150Q: 3 clusters Score -2.112788e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141046 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -21127892.000000 Penalty: 5939.499023
	Iteration 151Q: 3 clusters Score -2.112789e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -21127910.000000 Penalty: 5939.499023
	Iteration 152Q: 3 clusters Score -2.112791e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141315 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -21127906.000000 Penalty: 5939.499023
	Iteration 153Q: 3 clusters Score -2.112791e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141442 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -21127858.000000 Penalty: 5939.499023
	Iteration 154Q: 3 clusters Score -2.112786e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141582 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -21127862.000000 Penalty: 5939.499023
	Iteration 155Q: 3 clusters Score -2.112786e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -21127882.000000 Penalty: 5939.499023
	Iteration 156Q: 3 clusters Score -2.112788e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -21127906.000000 Penalty: 5939.499023
	Iteration 157Q: 3 clusters Score -2.112791e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -21127906.000000 Penalty: 5939.499023
	Iteration 158Q: 3 clusters Score -2.112791e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -21127940.000000 Penalty: 5939.499023
	Iteration 159Q: 3 clusters Score -2.112794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -21127884.000000 Penalty: 5939.499023
	Iteration 160F: 3 clusters Score -2.112788e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -21127866.000000 Penalty: 5939.499023
	Iteration 161Q: 3 clusters Score -2.112787e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -21127866.000000 Penalty: 5939.499023
	Iteration 162Q: 3 clusters Score -2.112787e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -21127872.000000 Penalty: 5939.499023
	Iteration 163Q: 3 clusters Score -2.112787e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -21127920.000000 Penalty: 5939.499023
	Iteration 164Q: 3 clusters Score -2.112792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -21127928.000000 Penalty: 5939.499023
	Iteration 165Q: 3 clusters Score -2.112793e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -21127970.000000 Penalty: 5939.499023
	Iteration 166Q: 3 clusters Score -2.112797e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -21127972.000000 Penalty: 5939.499023
	Iteration 167Q: 3 clusters Score -2.112797e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -21127956.000000 Penalty: 5939.499023
	Iteration 168Q: 3 clusters Score -2.112796e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5939.499023
	Iteration 169Q: 3 clusters Score -2.112796e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -21127976.000000 Penalty: 5939.499023
	Iteration 170Q: 3 clusters Score -2.112798e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -21127976.000000 Penalty: 5939.499023
	Iteration 171Q: 3 clusters Score -2.112798e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -21127980.000000 Penalty: 5939.499023
	Iteration 172Q: 3 clusters Score -2.112798e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -21127948.000000 Penalty: 5939.499023
	Iteration 173Q: 3 clusters Score -2.112795e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144212 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -21127952.000000 Penalty: 5939.499023
	Iteration 174Q: 3 clusters Score -2.112795e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -21127994.000000 Penalty: 5939.499023
	Iteration 175Q: 3 clusters Score -2.112799e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -21127956.000000 Penalty: 5939.499023
	Iteration 176Q: 3 clusters Score -2.112796e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -21127944.000000 Penalty: 5939.499023
	Iteration 177Q: 3 clusters Score -2.112794e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -21127966.000000 Penalty: 5939.499023
	Iteration 178Q: 3 clusters Score -2.112797e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -21127908.000000 Penalty: 5939.499023
	Iteration 179Q: 3 clusters Score -2.112791e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145123 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -21127918.000000 Penalty: 5939.499023
	Iteration 180F: 3 clusters Score -2.112792e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -21127942.000000 Penalty: 5939.499023
	Iteration 181Q: 3 clusters Score -2.112794e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -21127960.000000 Penalty: 5939.499023
	Iteration 182Q: 3 clusters Score -2.112796e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145608 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -21127918.000000 Penalty: 5939.499023
	Iteration 183Q: 3 clusters Score -2.112792e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 184Q: 3 clusters Score -2.112789e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145878 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 185Q: 3 clusters Score -2.112788e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -21127862.000000 Penalty: 5939.499023
	Iteration 186Q: 3 clusters Score -2.112786e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146114 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -21127852.000000 Penalty: 5939.499023
	Iteration 187Q: 3 clusters Score -2.112785e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -21127868.000000 Penalty: 5939.499023
	Iteration 188Q: 3 clusters Score -2.112787e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 189Q: 3 clusters Score -2.112786e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -21127876.000000 Penalty: 5939.499023
	Iteration 190Q: 3 clusters Score -2.112788e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146564 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -21127860.000000 Penalty: 5939.499023
	Iteration 191Q: 3 clusters Score -2.112786e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146670 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 192Q: 3 clusters Score -2.112788e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -21127892.000000 Penalty: 5939.499023
	Iteration 193Q: 3 clusters Score -2.112789e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -21127902.000000 Penalty: 5939.499023
	Iteration 194Q: 3 clusters Score -2.11279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -21127918.000000 Penalty: 5939.499023
	Iteration 195Q: 3 clusters Score -2.112792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -21127912.000000 Penalty: 5939.499023
	Iteration 196Q: 3 clusters Score -2.112791e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147254 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -21127934.000000 Penalty: 5939.499023
	Iteration 197Q: 3 clusters Score -2.112793e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147399 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -21127888.000000 Penalty: 5939.499023
	Iteration 198Q: 3 clusters Score -2.112789e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -21127888.000000 Penalty: 5939.499023
	Iteration 199Q: 3 clusters Score -2.112789e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -21127876.000000 Penalty: 5939.499023
	Iteration 200F: 3 clusters Score -2.112788e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147753 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -21127842.000000 Penalty: 5939.499023
	Iteration 201Q: 3 clusters Score -2.112784e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -21127834.000000 Penalty: 5939.499023
	Iteration 202Q: 3 clusters Score -2.112783e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 203Q: 3 clusters Score -2.112786e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 204Q: 3 clusters Score -2.112787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148077 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -21127850.000000 Penalty: 5939.499023
	Iteration 205Q: 3 clusters Score -2.112785e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148153 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 206Q: 3 clusters Score -2.112788e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -21127850.000000 Penalty: 5939.499023
	Iteration 207Q: 3 clusters Score -2.112785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -21127822.000000 Penalty: 5939.499023
	Iteration 208Q: 3 clusters Score -2.112782e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -21127838.000000 Penalty: 5939.499023
	Iteration 209Q: 3 clusters Score -2.112784e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -21127848.000000 Penalty: 5939.499023
	Iteration 210Q: 3 clusters Score -2.112785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148475 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -21127818.000000 Penalty: 5939.499023
	Iteration 211Q: 3 clusters Score -2.112782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -21127816.000000 Penalty: 5939.499023
	Iteration 212Q: 3 clusters Score -2.112782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148588 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -21127828.000000 Penalty: 5939.499023
	Iteration 213Q: 3 clusters Score -2.112783e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -21127814.000000 Penalty: 5939.499023
	Iteration 214Q: 3 clusters Score -2.112781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -21127768.000000 Penalty: 5939.499023
	Iteration 215Q: 3 clusters Score -2.112777e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -21127786.000000 Penalty: 5939.499023
	Iteration 216Q: 3 clusters Score -2.112779e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -21127804.000000 Penalty: 5939.499023
	Iteration 217Q: 3 clusters Score -2.11278e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148977 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -21127788.000000 Penalty: 5939.499023
	Iteration 218Q: 3 clusters Score -2.112779e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -21127810.000000 Penalty: 5939.499023
	Iteration 219Q: 3 clusters Score -2.112781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -21127794.000000 Penalty: 5939.499023
	Iteration 220F: 3 clusters Score -2.112779e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -21127810.000000 Penalty: 5939.499023
	Iteration 221Q: 3 clusters Score -2.112781e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -21127820.000000 Penalty: 5939.499023
	Iteration 222Q: 3 clusters Score -2.112782e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -21127786.000000 Penalty: 5939.499023
	Iteration 223Q: 3 clusters Score -2.112779e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 224Q: 3 clusters Score -2.112786e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -21127838.000000 Penalty: 5939.499023
	Iteration 225Q: 3 clusters Score -2.112784e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -21127820.000000 Penalty: 5939.499023
	Iteration 226Q: 3 clusters Score -2.112782e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -21127854.000000 Penalty: 5939.499023
	Iteration 227Q: 3 clusters Score -2.112785e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -21127872.000000 Penalty: 5939.499023
	Iteration 228Q: 3 clusters Score -2.112787e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149917 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 229Q: 3 clusters Score -2.112788e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -21127880.000000 Penalty: 5939.499023
	Iteration 230Q: 3 clusters Score -2.112788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150137 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -21127838.000000 Penalty: 5939.499023
	Iteration 231Q: 3 clusters Score -2.112784e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -21127816.000000 Penalty: 5939.499023
	Iteration 232Q: 3 clusters Score -2.112782e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -21127828.000000 Penalty: 5939.499023
	Iteration 233Q: 3 clusters Score -2.112783e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -21127848.000000 Penalty: 5939.499023
	Iteration 234Q: 3 clusters Score -2.112785e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -21127830.000000 Penalty: 5939.499023
	Iteration 235Q: 3 clusters Score -2.112783e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -21127834.000000 Penalty: 5939.499023
	Iteration 236Q: 3 clusters Score -2.112783e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150826 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -21127866.000000 Penalty: 5939.499023
	Iteration 237Q: 3 clusters Score -2.112787e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 238Q: 3 clusters Score -2.112786e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -21127822.000000 Penalty: 5939.499023
	Iteration 239Q: 3 clusters Score -2.112782e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -21127806.000000 Penalty: 5939.499023
	Iteration 240F: 3 clusters Score -2.112781e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -21127776.000000 Penalty: 5939.499023
	Iteration 241Q: 3 clusters Score -2.112778e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -21127780.000000 Penalty: 5939.499023
	Iteration 242Q: 3 clusters Score -2.112778e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -21127820.000000 Penalty: 5939.499023
	Iteration 243Q: 3 clusters Score -2.112782e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -21127840.000000 Penalty: 5939.499023
	Iteration 244Q: 3 clusters Score -2.112784e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -21127812.000000 Penalty: 5939.499023
	Iteration 245Q: 3 clusters Score -2.112781e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -21127834.000000 Penalty: 5939.499023
	Iteration 246Q: 3 clusters Score -2.112783e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -21127810.000000 Penalty: 5939.499023
	Iteration 247Q: 3 clusters Score -2.112781e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -21127810.000000 Penalty: 5939.499023
	Iteration 248Q: 3 clusters Score -2.112781e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -21127850.000000 Penalty: 5939.499023
	Iteration 249Q: 3 clusters Score -2.112785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 250Q: 3 clusters Score -2.112782e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152432 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -21127852.000000 Penalty: 5939.499023
	Iteration 251Q: 3 clusters Score -2.112785e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -21127846.000000 Penalty: 5939.499023
	Iteration 252Q: 3 clusters Score -2.112785e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152604 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -21127862.000000 Penalty: 5939.499023
	Iteration 253Q: 3 clusters Score -2.112786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 254Q: 3 clusters Score -2.112786e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -21127822.000000 Penalty: 5939.499023
	Iteration 255Q: 3 clusters Score -2.112782e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21127820.000000 Penalty: 5939.499023
	Iteration 256Q: 3 clusters Score -2.112782e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -21127846.000000 Penalty: 5939.499023
	Iteration 257Q: 3 clusters Score -2.112785e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -21127832.000000 Penalty: 5939.499023
	Iteration 258Q: 3 clusters Score -2.112783e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -21127830.000000 Penalty: 5939.499023
	Iteration 259Q: 3 clusters Score -2.112783e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -21127794.000000 Penalty: 5939.499023
	Iteration 260F: 3 clusters Score -2.112779e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153157 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -21127844.000000 Penalty: 5939.499023
	Iteration 261Q: 3 clusters Score -2.112784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -21127826.000000 Penalty: 5939.499023
	Iteration 262Q: 3 clusters Score -2.112783e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21127840.000000 Penalty: 5939.499023
	Iteration 263Q: 3 clusters Score -2.112784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -21127842.000000 Penalty: 5939.499023
	Iteration 264Q: 3 clusters Score -2.112784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -21127812.000000 Penalty: 5939.499023
	Iteration 265Q: 3 clusters Score -2.112781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153461 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -21127848.000000 Penalty: 5939.499023
	Iteration 266Q: 3 clusters Score -2.112785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153516 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -21127836.000000 Penalty: 5939.499023
	Iteration 267Q: 3 clusters Score -2.112784e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 268Q: 3 clusters Score -2.112782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 269Q: 3 clusters Score -2.112786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -21127854.000000 Penalty: 5939.499023
	Iteration 270Q: 3 clusters Score -2.112785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -21127806.000000 Penalty: 5939.499023
	Iteration 271Q: 3 clusters Score -2.112781e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -21127844.000000 Penalty: 5939.499023
	Iteration 272Q: 3 clusters Score -2.112784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -21127828.000000 Penalty: 5939.499023
	Iteration 273Q: 3 clusters Score -2.112783e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -21127848.000000 Penalty: 5939.499023
	Iteration 274Q: 3 clusters Score -2.112785e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -21127840.000000 Penalty: 5939.499023
	Iteration 275Q: 3 clusters Score -2.112784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21127834.000000 Penalty: 5939.499023
	Iteration 276Q: 3 clusters Score -2.112783e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -21127826.000000 Penalty: 5939.499023
	Iteration 277Q: 3 clusters Score -2.112783e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -21127824.000000 Penalty: 5939.499023
	Iteration 278Q: 3 clusters Score -2.112782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154193 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -21127854.000000 Penalty: 5939.499023
	Iteration 279Q: 3 clusters Score -2.112785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -21127850.000000 Penalty: 5939.499023
	Iteration 280F: 3 clusters Score -2.112785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154287 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -21127862.000000 Penalty: 5939.499023
	Iteration 281Q: 3 clusters Score -2.112786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -21127862.000000 Penalty: 5939.499023
	Iteration 282Q: 3 clusters Score -2.112786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -21127868.000000 Penalty: 5939.499023
	Iteration 283Q: 3 clusters Score -2.112787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -21127844.000000 Penalty: 5939.499023
	Iteration 284Q: 3 clusters Score -2.112784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -21127852.000000 Penalty: 5939.499023
	Iteration 285Q: 3 clusters Score -2.112785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -21127866.000000 Penalty: 5939.499023
	Iteration 286Q: 3 clusters Score -2.112787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154462 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -21127856.000000 Penalty: 5939.499023
	Iteration 287Q: 3 clusters Score -2.112786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -21127870.000000 Penalty: 5939.499023
	Iteration 288Q: 3 clusters Score -2.112787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154488 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -21127858.000000 Penalty: 5939.499023
	Iteration 289Q: 3 clusters Score -2.112786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154499 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21127858.000000 Penalty: 5939.499023
	Iteration 290Q: 3 clusters Score -2.112786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21127876.000000 Penalty: 5939.499023
	Iteration 291Q: 3 clusters Score -2.112788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -21127864.000000 Penalty: 5939.499023
	Iteration 292Q: 3 clusters Score -2.112786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -21127878.000000 Penalty: 5939.499023
	Iteration 293Q: 3 clusters Score -2.112788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -21127872.000000 Penalty: 5939.499023
	Iteration 294Q: 3 clusters Score -2.112787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -21127882.000000 Penalty: 5939.499023
	Iteration 295Q: 3 clusters Score -2.112788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -21127884.000000 Penalty: 5939.499023
	Iteration 296Q: 3 clusters Score -2.112788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -21127900.000000 Penalty: 5939.499023
	Iteration 297Q: 3 clusters Score -2.11279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -21127894.000000 Penalty: 5939.499023
	Iteration 298Q: 3 clusters Score -2.112789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -21127890.000000 Penalty: 5939.499023
	Iteration 299Q: 3 clusters Score -2.112789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154582 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -21127882.000000 Penalty: 5939.499023
	Iteration 300F: 3 clusters Score -2.112788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -21127884.000000 Penalty: 5939.499023
	Iteration 301Q: 3 clusters Score -2.112788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -21127884.000000 Penalty: 5939.499023
	Iteration 302F: 3 clusters Score -2.112788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -198114.265625 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -198114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195768.281250 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -195768.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196143.015625 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -196143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196232.031250 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -196232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196275.515625 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -196275.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -196308.031250 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -196308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -196326.156250 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -196326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196339.015625 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -196339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196353.765625 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -196353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196365.375000 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -196365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196376.875000 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -196376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196388.687500 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -196388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196397.031250 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -196397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196403.703125 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -196403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196410.453125 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -196410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196413.078125 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -196413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196415.671875 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -196415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196420.375000 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -196420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196423.703125 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -196423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196427.062500 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -196427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196430.015625 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -196430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196431.390625 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -196431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196432.421875 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -196432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196435.171875 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -196435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196436.000000 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -196436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196436.015625 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -196436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196436.015625 Penalty: 3632.619873
	Iteration 25F: 3 clusters Score -196436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1721264.750000 Penalty: 2349.573975
	Iteration 0F: 2 clusters Score -1721265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1711563.500000 Penalty: 4699.147949
	Iteration 0F: 3 clusters Score -1711564 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1714553.250000 Penalty: 4699.147949
	Iteration 1F: 3 clusters Score -1714553 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1714826.000000 Penalty: 4699.147949
	Iteration 2F: 3 clusters Score -1714826 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1715017.625000 Penalty: 4699.147949
	Iteration 3Q: 3 clusters Score -1715018 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1715157.250000 Penalty: 4699.147949
	Iteration 4Q: 3 clusters Score -1715157 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1715265.250000 Penalty: 4699.147949
	Iteration 5Q: 3 clusters Score -1715265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1715342.750000 Penalty: 4699.147949
	Iteration 6Q: 3 clusters Score -1715343 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1715411.500000 Penalty: 4699.147949
	Iteration 7Q: 3 clusters Score -1715412 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1715477.625000 Penalty: 4699.147949
	Iteration 8Q: 3 clusters Score -1715478 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1715569.875000 Penalty: 4699.147949
	Iteration 9Q: 3 clusters Score -1715570 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1715681.625000 Penalty: 4699.147949
	Iteration 10Q: 3 clusters Score -1715682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1715834.625000 Penalty: 4699.147949
	Iteration 11Q: 3 clusters Score -1715835 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1716030.500000 Penalty: 4699.147949
	Iteration 12Q: 3 clusters Score -1716030 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1716315.375000 Penalty: 4699.147949
	Iteration 13Q: 3 clusters Score -1716315 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1716704.250000 Penalty: 4699.147949
	Iteration 14Q: 3 clusters Score -1716704 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1717198.000000 Penalty: 4699.147949
	Iteration 15Q: 3 clusters Score -1717198 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1717758.000000 Penalty: 4699.147949
	Iteration 16F: 3 clusters Score -1717758 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1718290.625000 Penalty: 4699.147949
	Iteration 17Q: 3 clusters Score -1718291 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1718654.875000 Penalty: 4699.147949
	Iteration 18Q: 3 clusters Score -1718655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1718867.625000 Penalty: 4699.147949
	Iteration 19Q: 3 clusters Score -1718868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1718971.625000 Penalty: 4699.147949
	Iteration 20F: 3 clusters Score -1718972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1719045.875000 Penalty: 4699.147949
	Iteration 21Q: 3 clusters Score -1719046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1719082.750000 Penalty: 4699.147949
	Iteration 22Q: 3 clusters Score -1719083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1719110.000000 Penalty: 4699.147949
	Iteration 23Q: 3 clusters Score -1719110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1719125.625000 Penalty: 4699.147949
	Iteration 24Q: 3 clusters Score -1719126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1719135.000000 Penalty: 4699.147949
	Iteration 25Q: 3 clusters Score -1719135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1719147.625000 Penalty: 4699.147949
	Iteration 26Q: 3 clusters Score -1719148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1719153.250000 Penalty: 4699.147949
	Iteration 27Q: 3 clusters Score -1719153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1719158.375000 Penalty: 4699.147949
	Iteration 28Q: 3 clusters Score -1719158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1719159.625000 Penalty: 4699.147949
	Iteration 29Q: 3 clusters Score -1719160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1719162.625000 Penalty: 4699.147949
	Iteration 30Q: 3 clusters Score -1719163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1719165.125000 Penalty: 4699.147949
	Iteration 31Q: 3 clusters Score -1719165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1719169.000000 Penalty: 4699.147949
	Iteration 32Q: 3 clusters Score -1719169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1719172.250000 Penalty: 4699.147949
	Iteration 33Q: 3 clusters Score -1719172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1719173.875000 Penalty: 4699.147949
	Iteration 34Q: 3 clusters Score -1719174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1719176.875000 Penalty: 4699.147949
	Iteration 35Q: 3 clusters Score -1719177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1719183.500000 Penalty: 4699.147949
	Iteration 36Q: 3 clusters Score -1719184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1719183.375000 Penalty: 4699.147949
	Iteration 37Q: 3 clusters Score -1719183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1719183.375000 Penalty: 4699.147949
	Iteration 38F: 3 clusters Score -1719183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -375372.031250 Penalty: 1990.084717
	Iteration 0F: 2 clusters Score -375372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372077.000000 Penalty: 3980.169434
	Iteration 0F: 3 clusters Score -372077 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -372753.281250 Penalty: 3980.169434
	Iteration 1F: 3 clusters Score -372753.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -372930.343750 Penalty: 3980.169434
	Iteration 2F: 3 clusters Score -372930.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -373026.500000 Penalty: 3980.169434
	Iteration 3Q: 3 clusters Score -373026.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -373096.968750 Penalty: 3980.169434
	Iteration 4Q: 3 clusters Score -373097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -373153.218750 Penalty: 3980.169434
	Iteration 5Q: 3 clusters Score -373153.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -373209.250000 Penalty: 3980.169434
	Iteration 6Q: 3 clusters Score -373209.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373264.625000 Penalty: 3980.169434
	Iteration 7Q: 3 clusters Score -373264.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -373327.468750 Penalty: 3980.169434
	Iteration 8Q: 3 clusters Score -373327.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -373386.187500 Penalty: 3980.169434
	Iteration 9Q: 3 clusters Score -373386.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -373439.250000 Penalty: 3980.169434
	Iteration 10Q: 3 clusters Score -373439.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373488.312500 Penalty: 3980.169434
	Iteration 11Q: 3 clusters Score -373488.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -373537.250000 Penalty: 3980.169434
	Iteration 12Q: 3 clusters Score -373537.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373580.906250 Penalty: 3980.169434
	Iteration 13Q: 3 clusters Score -373580.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373626.062500 Penalty: 3980.169434
	Iteration 14Q: 3 clusters Score -373626.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -373668.000000 Penalty: 3980.169434
	Iteration 15Q: 3 clusters Score -373668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373723.281250 Penalty: 3980.169434
	Iteration 16Q: 3 clusters Score -373723.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -373787.406250 Penalty: 3980.169434
	Iteration 17Q: 3 clusters Score -373787.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -373854.531250 Penalty: 3980.169434
	Iteration 18Q: 3 clusters Score -373854.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -373922.750000 Penalty: 3980.169434
	Iteration 19Q: 3 clusters Score -373922.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373983.156250 Penalty: 3980.169434
	Iteration 20F: 3 clusters Score -373983.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -374047.750000 Penalty: 3980.169434
	Iteration 21Q: 3 clusters Score -374047.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -374094.656250 Penalty: 3980.169434
	Iteration 22Q: 3 clusters Score -374094.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374127.218750 Penalty: 3980.169434
	Iteration 23Q: 3 clusters Score -374127.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374152.125000 Penalty: 3980.169434
	Iteration 24Q: 3 clusters Score -374152.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -374173.562500 Penalty: 3980.169434
	Iteration 25Q: 3 clusters Score -374173.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -374196.156250 Penalty: 3980.169434
	Iteration 26Q: 3 clusters Score -374196.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -374210.968750 Penalty: 3980.169434
	Iteration 27Q: 3 clusters Score -374211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -374231.687500 Penalty: 3980.169434
	Iteration 28Q: 3 clusters Score -374231.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -374242.312500 Penalty: 3980.169434
	Iteration 29Q: 3 clusters Score -374242.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -374247.750000 Penalty: 3980.169434
	Iteration 30Q: 3 clusters Score -374247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -374258.593750 Penalty: 3980.169434
	Iteration 31Q: 3 clusters Score -374258.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -374267.375000 Penalty: 3980.169434
	Iteration 32Q: 3 clusters Score -374267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -374272.656250 Penalty: 3980.169434
	Iteration 33Q: 3 clusters Score -374272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -374279.875000 Penalty: 3980.169434
	Iteration 34Q: 3 clusters Score -374279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -374286.156250 Penalty: 3980.169434
	Iteration 35Q: 3 clusters Score -374286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -374292.875000 Penalty: 3980.169434
	Iteration 36Q: 3 clusters Score -374292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -374301.562500 Penalty: 3980.169434
	Iteration 37Q: 3 clusters Score -374301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -374308.406250 Penalty: 3980.169434
	Iteration 38Q: 3 clusters Score -374308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374313.125000 Penalty: 3980.169434
	Iteration 39Q: 3 clusters Score -374313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -374316.406250 Penalty: 3980.169434
	Iteration 40F: 3 clusters Score -374316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -374318.031250 Penalty: 3980.169434
	Iteration 41Q: 3 clusters Score -374318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374319.625000 Penalty: 3980.169434
	Iteration 42Q: 3 clusters Score -374319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -374323.156250 Penalty: 3980.169434
	Iteration 43Q: 3 clusters Score -374323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -374325.906250 Penalty: 3980.169434
	Iteration 44Q: 3 clusters Score -374325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -374327.718750 Penalty: 3980.169434
	Iteration 45Q: 3 clusters Score -374327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -374329.125000 Penalty: 3980.169434
	Iteration 46Q: 3 clusters Score -374329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374329.750000 Penalty: 3980.169434
	Iteration 47Q: 3 clusters Score -374329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -374330.781250 Penalty: 3980.169434
	Iteration 48Q: 3 clusters Score -374330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -374331.906250 Penalty: 3980.169434
	Iteration 49Q: 3 clusters Score -374331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -374333.625000 Penalty: 3980.169434
	Iteration 50Q: 3 clusters Score -374333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -374333.625000 Penalty: 3980.169434
	Iteration 51F: 3 clusters Score -374333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Entering Unmasked Estep 
Score: -10615803.000000 Penalty: 2797.639648
	Iteration 0F: 2 clusters Score -1.06158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -10563021.000000 Penalty: 5595.279297
	Iteration 0F: 3 clusters Score -1.056302e+07 nChanged 37200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -10584503.000000 Penalty: 5595.279297
	Iteration 1F: 3 clusters Score -1.05845e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -10585579.000000 Penalty: 5595.279297
	Iteration 2Q: 3 clusters Score -1.058558e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -10586740.000000 Penalty: 5595.279297
	Iteration 3Q: 3 clusters Score -1.058674e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -10588015.000000 Penalty: 5595.279297
	Iteration 4Q: 3 clusters Score -1.058802e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -10589534.000000 Penalty: 5595.279297
	Iteration 5Q: 3 clusters Score -1.058953e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -10591339.000000 Penalty: 5595.279297
	Iteration 6Q: 3 clusters Score -1.059134e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -10593566.000000 Penalty: 5595.279297
	Iteration 7F: 3 clusters Score -1.059357e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -10596583.000000 Penalty: 5595.279297
	Iteration 8F: 3 clusters Score -1.059658e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -10600620.000000 Penalty: 5595.279297
	Iteration 9F: 3 clusters Score -1.060062e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -10603922.000000 Penalty: 5595.279297
	Iteration 10F: 3 clusters Score -1.060392e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -10605762.000000 Penalty: 5595.279297
	Iteration 11Q: 3 clusters Score -1.060576e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10606524.000000 Penalty: 5595.279297
	Iteration 12Q: 3 clusters Score -1.060652e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -10607001.000000 Penalty: 5595.279297
	Iteration 13Q: 3 clusters Score -1.0607e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -10607280.000000 Penalty: 5595.279297
	Iteration 14Q: 3 clusters Score -1.060728e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -10607546.000000 Penalty: 5595.279297
	Iteration 15Q: 3 clusters Score -1.060755e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -10607745.000000 Penalty: 5595.279297
	Iteration 16Q: 3 clusters Score -1.060774e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -10607992.000000 Penalty: 5595.279297
	Iteration 17Q: 3 clusters Score -1.060799e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -10608258.000000 Penalty: 5595.279297
	Iteration 18Q: 3 clusters Score -1.060826e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10608394.000000 Penalty: 5595.279297
	Iteration 19Q: 3 clusters Score -1.060839e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -10608580.000000 Penalty: 5595.279297
	Iteration 20F: 3 clusters Score -1.060858e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -10608702.000000 Penalty: 5595.279297
	Iteration 21Q: 3 clusters Score -1.06087e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -10608848.000000 Penalty: 5595.279297
	Iteration 22Q: 3 clusters Score -1.060885e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -10609041.000000 Penalty: 5595.279297
	Iteration 23Q: 3 clusters Score -1.060904e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -10609163.000000 Penalty: 5595.279297
	Iteration 24Q: 3 clusters Score -1.060916e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -10609288.000000 Penalty: 5595.279297
	Iteration 25Q: 3 clusters Score -1.060929e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -10609487.000000 Penalty: 5595.279297
	Iteration 26Q: 3 clusters Score -1.060949e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -10609625.000000 Penalty: 5595.279297
	Iteration 27Q: 3 clusters Score -1.060962e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -10609756.000000 Penalty: 5595.279297
	Iteration 28Q: 3 clusters Score -1.060976e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -10609920.000000 Penalty: 5595.279297
	Iteration 29Q: 3 clusters Score -1.060992e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -10610099.000000 Penalty: 5595.279297
	Iteration 30Q: 3 clusters Score -1.06101e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -10610277.000000 Penalty: 5595.279297
	Iteration 31Q: 3 clusters Score -1.061028e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -10610460.000000 Penalty: 5595.279297
	Iteration 32Q: 3 clusters Score -1.061046e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -10610674.000000 Penalty: 5595.279297
	Iteration 33Q: 3 clusters Score -1.061067e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -10610883.000000 Penalty: 5595.279297
	Iteration 34Q: 3 clusters Score -1.061088e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -10611046.000000 Penalty: 5595.279297
	Iteration 35Q: 3 clusters Score -1.061105e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -10611247.000000 Penalty: 5595.279297
	Iteration 36Q: 3 clusters Score -1.061125e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -10611462.000000 Penalty: 5595.279297
	Iteration 37Q: 3 clusters Score -1.061146e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -10611608.000000 Penalty: 5595.279297
	Iteration 38Q: 3 clusters Score -1.061161e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -10611809.000000 Penalty: 5595.279297
	Iteration 39Q: 3 clusters Score -1.061181e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -10611980.000000 Penalty: 5595.279297
	Iteration 40F: 3 clusters Score -1.061198e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -10612211.000000 Penalty: 5595.279297
	Iteration 41Q: 3 clusters Score -1.061221e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -10612352.000000 Penalty: 5595.279297
	Iteration 42Q: 3 clusters Score -1.061235e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -10612596.000000 Penalty: 5595.279297
	Iteration 43Q: 3 clusters Score -1.06126e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -10612744.000000 Penalty: 5595.279297
	Iteration 44Q: 3 clusters Score -1.061274e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -10612864.000000 Penalty: 5595.279297
	Iteration 45Q: 3 clusters Score -1.061286e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -10612974.000000 Penalty: 5595.279297
	Iteration 46Q: 3 clusters Score -1.061297e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -10613021.000000 Penalty: 5595.279297
	Iteration 47Q: 3 clusters Score -1.061302e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -10613132.000000 Penalty: 5595.279297
	Iteration 48Q: 3 clusters Score -1.061313e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -10613188.000000 Penalty: 5595.279297
	Iteration 49Q: 3 clusters Score -1.061319e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -10613237.000000 Penalty: 5595.279297
	Iteration 50Q: 3 clusters Score -1.061324e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -10613319.000000 Penalty: 5595.279297
	Iteration 51Q: 3 clusters Score -1.061332e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -10613349.000000 Penalty: 5595.279297
	Iteration 52Q: 3 clusters Score -1.061335e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -10613402.000000 Penalty: 5595.279297
	Iteration 53Q: 3 clusters Score -1.06134e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -10613433.000000 Penalty: 5595.279297
	Iteration 54Q: 3 clusters Score -1.061343e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -10613459.000000 Penalty: 5595.279297
	Iteration 55Q: 3 clusters Score -1.061346e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -10613470.000000 Penalty: 5595.279297
	Iteration 56Q: 3 clusters Score -1.061347e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -10613475.000000 Penalty: 5595.279297
	Iteration 57Q: 3 clusters Score -1.061348e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -10613508.000000 Penalty: 5595.279297
	Iteration 58Q: 3 clusters Score -1.061351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -10613534.000000 Penalty: 5595.279297
	Iteration 59Q: 3 clusters Score -1.061353e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -10613579.000000 Penalty: 5595.279297
	Iteration 60F: 3 clusters Score -1.061358e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -10613595.000000 Penalty: 5595.279297
	Iteration 61Q: 3 clusters Score -1.06136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -10613607.000000 Penalty: 5595.279297
	Iteration 62Q: 3 clusters Score -1.061361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -10613634.000000 Penalty: 5595.279297
	Iteration 63Q: 3 clusters Score -1.061363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -10613652.000000 Penalty: 5595.279297
	Iteration 64Q: 3 clusters Score -1.061365e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10613662.000000 Penalty: 5595.279297
	Iteration 65Q: 3 clusters Score -1.061366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -10613656.000000 Penalty: 5595.279297
	Iteration 66Q: 3 clusters Score -1.061366e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -10613657.000000 Penalty: 5595.279297
	Iteration 67Q: 3 clusters Score -1.061366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10613658.000000 Penalty: 5595.279297
	Iteration 68Q: 3 clusters Score -1.061366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -10613675.000000 Penalty: 5595.279297
	Iteration 69Q: 3 clusters Score -1.061368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -10613663.000000 Penalty: 5595.279297
	Iteration 70Q: 3 clusters Score -1.061366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10613667.000000 Penalty: 5595.279297
	Iteration 71Q: 3 clusters Score -1.061367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -10613672.000000 Penalty: 5595.279297
	Iteration 72Q: 3 clusters Score -1.061367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -10613664.000000 Penalty: 5595.279297
	Iteration 73Q: 3 clusters Score -1.061366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -10613665.000000 Penalty: 5595.279297
	Iteration 74Q: 3 clusters Score -1.061366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -10613654.000000 Penalty: 5595.279297
	Iteration 75Q: 3 clusters Score -1.061365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -10613666.000000 Penalty: 5595.279297
	Iteration 76Q: 3 clusters Score -1.061367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -10613662.000000 Penalty: 5595.279297
	Iteration 77Q: 3 clusters Score -1.061366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -10613670.000000 Penalty: 5595.279297
	Iteration 78Q: 3 clusters Score -1.061367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -10613683.000000 Penalty: 5595.279297
	Iteration 79Q: 3 clusters Score -1.061368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -10613678.000000 Penalty: 5595.279297
	Iteration 80F: 3 clusters Score -1.061368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -10613691.000000 Penalty: 5595.279297
	Iteration 81Q: 3 clusters Score -1.061369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -10613702.000000 Penalty: 5595.279297
	Iteration 82Q: 3 clusters Score -1.06137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -10613700.000000 Penalty: 5595.279297
	Iteration 83Q: 3 clusters Score -1.06137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -10613707.000000 Penalty: 5595.279297
	Iteration 84Q: 3 clusters Score -1.061371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -10613719.000000 Penalty: 5595.279297
	Iteration 85Q: 3 clusters Score -1.061372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -10613706.000000 Penalty: 5595.279297
	Iteration 86Q: 3 clusters Score -1.061371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -10613704.000000 Penalty: 5595.279297
	Iteration 87Q: 3 clusters Score -1.06137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -10613703.000000 Penalty: 5595.279297
	Iteration 88Q: 3 clusters Score -1.06137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -10613706.000000 Penalty: 5595.279297
	Iteration 89Q: 3 clusters Score -1.061371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -10613696.000000 Penalty: 5595.279297
	Iteration 90Q: 3 clusters Score -1.06137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -10613701.000000 Penalty: 5595.279297
	Iteration 91Q: 3 clusters Score -1.06137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -10613705.000000 Penalty: 5595.279297
	Iteration 92Q: 3 clusters Score -1.06137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -10613709.000000 Penalty: 5595.279297
	Iteration 93Q: 3 clusters Score -1.061371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -10613719.000000 Penalty: 5595.279297
	Iteration 94Q: 3 clusters Score -1.061372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -10613719.000000 Penalty: 5595.279297
	Iteration 95Q: 3 clusters Score -1.061372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -10613722.000000 Penalty: 5595.279297
	Iteration 96Q: 3 clusters Score -1.061372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -10613719.000000 Penalty: 5595.279297
	Iteration 97Q: 3 clusters Score -1.061372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -10613720.000000 Penalty: 5595.279297
	Iteration 98Q: 3 clusters Score -1.061372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -10613721.000000 Penalty: 5595.279297
	Iteration 99Q: 3 clusters Score -1.061372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -10613732.000000 Penalty: 5595.279297
	Iteration 100F: 3 clusters Score -1.061373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -10613738.000000 Penalty: 5595.279297
	Iteration 101Q: 3 clusters Score -1.061374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -10613738.000000 Penalty: 5595.279297
	Iteration 102Q: 3 clusters Score -1.061374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -10613741.000000 Penalty: 5595.279297
	Iteration 103Q: 3 clusters Score -1.061374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -10613742.000000 Penalty: 5595.279297
	Iteration 104Q: 3 clusters Score -1.061374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -10613750.000000 Penalty: 5595.279297
	Iteration 105Q: 3 clusters Score -1.061375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -10613748.000000 Penalty: 5595.279297
	Iteration 106Q: 3 clusters Score -1.061375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -10613747.000000 Penalty: 5595.279297
	Iteration 107Q: 3 clusters Score -1.061375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -10613740.000000 Penalty: 5595.279297
	Iteration 108Q: 3 clusters Score -1.061374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -10613748.000000 Penalty: 5595.279297
	Iteration 109Q: 3 clusters Score -1.061375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -10613747.000000 Penalty: 5595.279297
	Iteration 110Q: 3 clusters Score -1.061375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -10613739.000000 Penalty: 5595.279297
	Iteration 111Q: 3 clusters Score -1.061374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -10613738.000000 Penalty: 5595.279297
	Iteration 112Q: 3 clusters Score -1.061374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -10613744.000000 Penalty: 5595.279297
	Iteration 113Q: 3 clusters Score -1.061374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -10613731.000000 Penalty: 5595.279297
	Iteration 114Q: 3 clusters Score -1.061373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -10613732.000000 Penalty: 5595.279297
	Iteration 115Q: 3 clusters Score -1.061373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -10613732.000000 Penalty: 5595.279297
	Iteration 116Q: 3 clusters Score -1.061373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -10613734.000000 Penalty: 5595.279297
	Iteration 117Q: 3 clusters Score -1.061373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10613739.000000 Penalty: 5595.279297
	Iteration 118Q: 3 clusters Score -1.061374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -10613739.000000 Penalty: 5595.279297
	Iteration 119F: 3 clusters Score -1.061374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Entering Unmasked Estep 
Score: -14753022.000000 Penalty: 2880.027832
	Iteration 0F: 2 clusters Score -1.475302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -14679389.000000 Penalty: 5760.055664
	Iteration 0F: 3 clusters Score -1.467939e+07 nChanged 52293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -14709455.000000 Penalty: 5760.055664
	Iteration 1F: 3 clusters Score -1.470946e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -14710487.000000 Penalty: 5760.055664
	Iteration 2Q: 3 clusters Score -1.471049e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -14711972.000000 Penalty: 5760.055664
	Iteration 3Q: 3 clusters Score -1.471197e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -14714017.000000 Penalty: 5760.055664
	Iteration 4Q: 3 clusters Score -1.471402e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -14716901.000000 Penalty: 5760.055664
	Iteration 5Q: 3 clusters Score -1.47169e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -14720971.000000 Penalty: 5760.055664
	Iteration 6F: 3 clusters Score -1.472097e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -14726578.000000 Penalty: 5760.055664
	Iteration 7F: 3 clusters Score -1.472658e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -14733228.000000 Penalty: 5760.055664
	Iteration 8F: 3 clusters Score -1.473323e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -14739296.000000 Penalty: 5760.055664
	Iteration 9F: 3 clusters Score -1.47393e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -14743631.000000 Penalty: 5760.055664
	Iteration 10Q: 3 clusters Score -1.474363e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -14746113.000000 Penalty: 5760.055664
	Iteration 11Q: 3 clusters Score -1.474611e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -14747747.000000 Penalty: 5760.055664
	Iteration 12Q: 3 clusters Score -1.474775e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -14748717.000000 Penalty: 5760.055664
	Iteration 13Q: 3 clusters Score -1.474872e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -14749399.000000 Penalty: 5760.055664
	Iteration 14Q: 3 clusters Score -1.47494e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -14750029.000000 Penalty: 5760.055664
	Iteration 15Q: 3 clusters Score -1.475003e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -14750465.000000 Penalty: 5760.055664
	Iteration 16Q: 3 clusters Score -1.475046e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -14750899.000000 Penalty: 5760.055664
	Iteration 17Q: 3 clusters Score -1.47509e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -14751136.000000 Penalty: 5760.055664
	Iteration 18Q: 3 clusters Score -1.475114e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -14751391.000000 Penalty: 5760.055664
	Iteration 19Q: 3 clusters Score -1.475139e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -14751604.000000 Penalty: 5760.055664
	Iteration 20F: 3 clusters Score -1.47516e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -14751746.000000 Penalty: 5760.055664
	Iteration 21Q: 3 clusters Score -1.475175e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -14751892.000000 Penalty: 5760.055664
	Iteration 22Q: 3 clusters Score -1.475189e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -14751998.000000 Penalty: 5760.055664
	Iteration 23Q: 3 clusters Score -1.4752e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -14752116.000000 Penalty: 5760.055664
	Iteration 24Q: 3 clusters Score -1.475212e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -14752191.000000 Penalty: 5760.055664
	Iteration 25Q: 3 clusters Score -1.475219e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -14752235.000000 Penalty: 5760.055664
	Iteration 26Q: 3 clusters Score -1.475224e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -14752292.000000 Penalty: 5760.055664
	Iteration 27Q: 3 clusters Score -1.475229e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -14752307.000000 Penalty: 5760.055664
	Iteration 28Q: 3 clusters Score -1.475231e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -14752354.000000 Penalty: 5760.055664
	Iteration 29Q: 3 clusters Score -1.475235e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -14752385.000000 Penalty: 5760.055664
	Iteration 30Q: 3 clusters Score -1.475238e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -14752394.000000 Penalty: 5760.055664
	Iteration 31Q: 3 clusters Score -1.475239e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -14752426.000000 Penalty: 5760.055664
	Iteration 32Q: 3 clusters Score -1.475243e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14752466.000000 Penalty: 5760.055664
	Iteration 33Q: 3 clusters Score -1.475247e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -14752515.000000 Penalty: 5760.055664
	Iteration 34Q: 3 clusters Score -1.475252e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -14752544.000000 Penalty: 5760.055664
	Iteration 35Q: 3 clusters Score -1.475254e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -14752551.000000 Penalty: 5760.055664
	Iteration 36Q: 3 clusters Score -1.475255e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -14752570.000000 Penalty: 5760.055664
	Iteration 37Q: 3 clusters Score -1.475257e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -14752565.000000 Penalty: 5760.055664
	Iteration 38Q: 3 clusters Score -1.475256e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -14752588.000000 Penalty: 5760.055664
	Iteration 39Q: 3 clusters Score -1.475259e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -14752592.000000 Penalty: 5760.055664
	Iteration 40F: 3 clusters Score -1.475259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14752583.000000 Penalty: 5760.055664
	Iteration 41Q: 3 clusters Score -1.475258e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -14752582.000000 Penalty: 5760.055664
	Iteration 42Q: 3 clusters Score -1.475258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -14752607.000000 Penalty: 5760.055664
	Iteration 43Q: 3 clusters Score -1.475261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -14752622.000000 Penalty: 5760.055664
	Iteration 44Q: 3 clusters Score -1.475262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -14752615.000000 Penalty: 5760.055664
	Iteration 45Q: 3 clusters Score -1.475262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -14752624.000000 Penalty: 5760.055664
	Iteration 46Q: 3 clusters Score -1.475262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -14752613.000000 Penalty: 5760.055664
	Iteration 47Q: 3 clusters Score -1.475261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -14752621.000000 Penalty: 5760.055664
	Iteration 48Q: 3 clusters Score -1.475262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14752637.000000 Penalty: 5760.055664
	Iteration 49Q: 3 clusters Score -1.475264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -14752623.000000 Penalty: 5760.055664
	Iteration 50Q: 3 clusters Score -1.475262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -14752628.000000 Penalty: 5760.055664
	Iteration 51Q: 3 clusters Score -1.475263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -14752625.000000 Penalty: 5760.055664
	Iteration 52Q: 3 clusters Score -1.475262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14752635.000000 Penalty: 5760.055664
	Iteration 53Q: 3 clusters Score -1.475264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -14752628.000000 Penalty: 5760.055664
	Iteration 54Q: 3 clusters Score -1.475263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -14752631.000000 Penalty: 5760.055664
	Iteration 55Q: 3 clusters Score -1.475263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14752650.000000 Penalty: 5760.055664
	Iteration 56Q: 3 clusters Score -1.475265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -14752651.000000 Penalty: 5760.055664
	Iteration 57Q: 3 clusters Score -1.475265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -14752653.000000 Penalty: 5760.055664
	Iteration 58Q: 3 clusters Score -1.475265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -14752633.000000 Penalty: 5760.055664
	Iteration 59Q: 3 clusters Score -1.475263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -14752626.000000 Penalty: 5760.055664
	Iteration 60F: 3 clusters Score -1.475263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -14752639.000000 Penalty: 5760.055664
	Iteration 61Q: 3 clusters Score -1.475264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -14752637.000000 Penalty: 5760.055664
	Iteration 62Q: 3 clusters Score -1.475264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -14752658.000000 Penalty: 5760.055664
	Iteration 63Q: 3 clusters Score -1.475266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -14752654.000000 Penalty: 5760.055664
	Iteration 64Q: 3 clusters Score -1.475265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107257 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -14752653.000000 Penalty: 5760.055664
	Iteration 65Q: 3 clusters Score -1.475265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -14752645.000000 Penalty: 5760.055664
	Iteration 66Q: 3 clusters Score -1.475264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -14752644.000000 Penalty: 5760.055664
	Iteration 67Q: 3 clusters Score -1.475264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -14752643.000000 Penalty: 5760.055664
	Iteration 68Q: 3 clusters Score -1.475264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -14752648.000000 Penalty: 5760.055664
	Iteration 69Q: 3 clusters Score -1.475265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -14752651.000000 Penalty: 5760.055664
	Iteration 70Q: 3 clusters Score -1.475265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -14752642.000000 Penalty: 5760.055664
	Iteration 71Q: 3 clusters Score -1.475264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -14752659.000000 Penalty: 5760.055664
	Iteration 72Q: 3 clusters Score -1.475266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -14752645.000000 Penalty: 5760.055664
	Iteration 73Q: 3 clusters Score -1.475264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -14752641.000000 Penalty: 5760.055664
	Iteration 74Q: 3 clusters Score -1.475264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -14752641.000000 Penalty: 5760.055664
	Iteration 75Q: 3 clusters Score -1.475264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -14752641.000000 Penalty: 5760.055664
	Iteration 76F: 3 clusters Score -1.475264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Entering Unmasked Estep 
Score: -6243588.000000 Penalty: 2664.811035
	Iteration 0F: 2 clusters Score -6243588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -6212255.500000 Penalty: 5329.622070
	Iteration 0F: 3 clusters Score -6212256 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6224113.500000 Penalty: 5329.622070
	Iteration 1F: 3 clusters Score -6224114 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -6224668.000000 Penalty: 5329.622070
	Iteration 2Q: 3 clusters Score -6224668 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6225136.000000 Penalty: 5329.622070
	Iteration 3Q: 3 clusters Score -6225136 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6226495 nChanged 1521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6228145 nChanged 1965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6229172 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6230534.500000 Penalty: 5329.622070
	Iteration 11Q: 3 clusters Score -6230534 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6232076 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -6233639.500000 Penalty: 5329.622070
	Iteration 13Q: 3 clusters Score -6233640 nChanged 2055
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6234980 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6235902 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -6236627.500000 Penalty: 5329.622070
	Iteration 16Q: 3 clusters Score -6236628 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6237659 nChanged 868
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6238078 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6238578 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -6239055.000000 Penalty: 5329.622070
	Iteration 21Q: 3 clusters Score -6239055 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6239448 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6239764 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -6240061.500000 Penalty: 5329.622070
	Iteration 24Q: 3 clusters Score -6240062 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -6240229.500000 Penalty: 5329.622070
	Iteration 25Q: 3 clusters Score -6240230 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -6240393.500000 Penalty: 5329.622070
	Iteration 26Q: 3 clusters Score -6240394 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6240574 nChanged 305
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -6240732.500000 Penalty: 5329.622070
	Iteration 28Q: 3 clusters Score -6240732 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6240842 nChanged 224
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Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6240954 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6241002 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6241074 nChanged 152
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6241144 nChanged 129
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6241193 nChanged 91
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Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6241212 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6241218 nChanged 82
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Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6241230 nChanged 60
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Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6241244 nChanged 63
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6241259 nChanged 55
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6241275 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6241280 nChanged 51
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Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6241289 nChanged 37
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6241296 nChanged 40
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6241296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -6241305.500000 Penalty: 5329.622070
	Iteration 45Q: 3 clusters Score -6241306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -6241314.500000 Penalty: 5329.622070
	Iteration 46Q: 3 clusters Score -6241314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -6241311.500000 Penalty: 5329.622070
	Iteration 47Q: 3 clusters Score -6241312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -6241316.500000 Penalty: 5329.622070
	Iteration 48Q: 3 clusters Score -6241316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6241312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -6241321.500000 Penalty: 5329.622070
	Iteration 50Q: 3 clusters Score -6241322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -6241328.000000 Penalty: 5329.622070
	Iteration 51Q: 3 clusters Score -6241328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -6241332.000000 Penalty: 5329.622070
	Iteration 52Q: 3 clusters Score -6241332 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6241328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -6241334.000000 Penalty: 5329.622070
	Iteration 54Q: 3 clusters Score -6241334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -6241345.500000 Penalty: 5329.622070
	Iteration 55Q: 3 clusters Score -6241346 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6241339.000000 Penalty: 5329.622070
	Iteration 56Q: 3 clusters Score -6241339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -6241351.000000 Penalty: 5329.622070
	Iteration 57Q: 3 clusters Score -6241351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6241350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -6241353.000000 Penalty: 5329.622070
	Iteration 59Q: 3 clusters Score -6241353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -6241357.000000 Penalty: 5329.622070
	Iteration 60F: 3 clusters Score -6241357 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6241361.000000 Penalty: 5329.622070
	Iteration 61Q: 3 clusters Score -6241361 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6241362.000000 Penalty: 5329.622070
	Iteration 62Q: 3 clusters Score -6241362 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -6241358.000000 Penalty: 5329.622070
	Iteration 63Q: 3 clusters Score -6241358 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2120 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6241367 nChanged 13
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Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6241369.000000 Penalty: 5329.622070
	Iteration 65Q: 3 clusters Score -6241369 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6241374 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -6241372.000000 Penalty: 5329.622070
	Iteration 67Q: 3 clusters Score -6241372 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2071 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6241374 nChanged 14
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -6241378.000000 Penalty: 5329.622070
	Iteration 69Q: 3 clusters Score -6241378 nChanged 21
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Mstep: Class 1 contains 2036 members 
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Entering Unmasked Estep 
Score: -6241393.500000 Penalty: 5329.622070
	Iteration 70Q: 3 clusters Score -6241394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6241401.500000 Penalty: 5329.622070
	Iteration 71Q: 3 clusters Score -6241402 nChanged 22
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Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -6241421.000000 Penalty: 5329.622070
	Iteration 72Q: 3 clusters Score -6241421 nChanged 21
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6241423.500000 Penalty: 5329.622070
	Iteration 73Q: 3 clusters Score -6241424 nChanged 24
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Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6241426 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6241416.500000 Penalty: 5329.622070
	Iteration 75Q: 3 clusters Score -6241416 nChanged 20
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6241421.500000 Penalty: 5329.622070
	Iteration 76Q: 3 clusters Score -6241422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6241438.000000 Penalty: 5329.622070
	Iteration 77Q: 3 clusters Score -6241438 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6241436.500000 Penalty: 5329.622070
	Iteration 78Q: 3 clusters Score -6241436 nChanged 16
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Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6241454 nChanged 17
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Mstep: Class 1 contains 1844 members 
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Entering Unmasked Estep 
Score: -6241452.000000 Penalty: 5329.622070
	Iteration 80F: 3 clusters Score -6241452 nChanged 19
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Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44582 members 
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	Iteration 81Q: 3 clusters Score -6241448 nChanged 16
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Mstep: Class 1 contains 1809 members 
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	Iteration 82Q: 3 clusters Score -6241458 nChanged 19
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Mstep: Class 1 contains 1792 members 
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	Iteration 83Q: 3 clusters Score -6241475 nChanged 11
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Mstep: Class 1 contains 1781 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6241470 nChanged 7
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Mstep: Class 1 contains 1776 members 
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	Iteration 85Q: 3 clusters Score -6241476 nChanged 4
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Mstep: Class 1 contains 1772 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6241472 nChanged 6
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6241480 nChanged 8
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Mstep: Class 1 contains 1760 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6241479 nChanged 6
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Mstep: Class 1 contains 1756 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6241478 nChanged 2
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6241482 nChanged 4
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6241486 nChanged 4
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Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44661 members 
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	Iteration 92Q: 3 clusters Score -6241484 nChanged 5
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Mstep: Class 1 contains 1741 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6241481 nChanged 6
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6241485 nChanged 6
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6241483 nChanged 7
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6241474 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -6241480.500000 Penalty: 5329.622070
	Iteration 97Q: 3 clusters Score -6241480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -6241484.500000 Penalty: 5329.622070
	Iteration 98Q: 3 clusters Score -6241484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6241474.500000 Penalty: 5329.622070
	Iteration 99Q: 3 clusters Score -6241474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6241478.500000 Penalty: 5329.622070
	Iteration 100F: 3 clusters Score -6241478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -6241469.000000 Penalty: 5329.622070
	Iteration 101Q: 3 clusters Score -6241469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -6241474.000000 Penalty: 5329.622070
	Iteration 102Q: 3 clusters Score -6241474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6241475.500000 Penalty: 5329.622070
	Iteration 103Q: 3 clusters Score -6241476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6241472.500000 Penalty: 5329.622070
	Iteration 104Q: 3 clusters Score -6241472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -6241477.500000 Penalty: 5329.622070
	Iteration 105Q: 3 clusters Score -6241478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6241486.000000 Penalty: 5329.622070
	Iteration 106Q: 3 clusters Score -6241486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -6241482.500000 Penalty: 5329.622070
	Iteration 107Q: 3 clusters Score -6241482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6241481.000000 Penalty: 5329.622070
	Iteration 108Q: 3 clusters Score -6241481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -6241492.000000 Penalty: 5329.622070
	Iteration 109Q: 3 clusters Score -6241492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6241487.500000 Penalty: 5329.622070
	Iteration 110Q: 3 clusters Score -6241488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6241491.000000 Penalty: 5329.622070
	Iteration 111Q: 3 clusters Score -6241491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6241491.000000 Penalty: 5329.622070
	Iteration 112F: 3 clusters Score -6241491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Entering Unmasked Estep 
Score: -2914836.250000 Penalty: 2475.575928
	Iteration 0F: 2 clusters Score -2914836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2899590.000000 Penalty: 4951.151855
	Iteration 0F: 3 clusters Score -2899590 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2904705.500000 Penalty: 4951.151855
	Iteration 1F: 3 clusters Score -2904706 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2905184.500000 Penalty: 4951.151855
	Iteration 2F: 3 clusters Score -2905184 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2905632.000000 Penalty: 4951.151855
	Iteration 3Q: 3 clusters Score -2905632 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2906049.000000 Penalty: 4951.151855
	Iteration 4Q: 3 clusters Score -2906049 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2906483.750000 Penalty: 4951.151855
	Iteration 5Q: 3 clusters Score -2906484 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2906919.250000 Penalty: 4951.151855
	Iteration 6Q: 3 clusters Score -2906919 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2907344.500000 Penalty: 4951.151855
	Iteration 7Q: 3 clusters Score -2907344 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2907813.500000 Penalty: 4951.151855
	Iteration 8Q: 3 clusters Score -2907814 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2908295.750000 Penalty: 4951.151855
	Iteration 9Q: 3 clusters Score -2908296 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2908764.750000 Penalty: 4951.151855
	Iteration 10Q: 3 clusters Score -2908765 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2909205.000000 Penalty: 4951.151855
	Iteration 11Q: 3 clusters Score -2909205 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2909611.500000 Penalty: 4951.151855
	Iteration 12Q: 3 clusters Score -2909612 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2910004.750000 Penalty: 4951.151855
	Iteration 13Q: 3 clusters Score -2910005 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2910300.750000 Penalty: 4951.151855
	Iteration 14Q: 3 clusters Score -2910301 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2910494.000000 Penalty: 4951.151855
	Iteration 15Q: 3 clusters Score -2910494 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2910591.500000 Penalty: 4951.151855
	Iteration 16Q: 3 clusters Score -2910592 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2910663.000000 Penalty: 4951.151855
	Iteration 17Q: 3 clusters Score -2910663 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2910704.000000 Penalty: 4951.151855
	Iteration 18Q: 3 clusters Score -2910704 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2910724.750000 Penalty: 4951.151855
	Iteration 19Q: 3 clusters Score -2910725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2910733.250000 Penalty: 4951.151855
	Iteration 20F: 3 clusters Score -2910733 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2910761.750000 Penalty: 4951.151855
	Iteration 21Q: 3 clusters Score -2910762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2910783.500000 Penalty: 4951.151855
	Iteration 22Q: 3 clusters Score -2910784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2910789.000000 Penalty: 4951.151855
	Iteration 23Q: 3 clusters Score -2910789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2910825.500000 Penalty: 4951.151855
	Iteration 24Q: 3 clusters Score -2910826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2910833.750000 Penalty: 4951.151855
	Iteration 25Q: 3 clusters Score -2910834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2910849.000000 Penalty: 4951.151855
	Iteration 26Q: 3 clusters Score -2910849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2910868.250000 Penalty: 4951.151855
	Iteration 27Q: 3 clusters Score -2910868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2910877.250000 Penalty: 4951.151855
	Iteration 28Q: 3 clusters Score -2910877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2910894.250000 Penalty: 4951.151855
	Iteration 29Q: 3 clusters Score -2910894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2910899.250000 Penalty: 4951.151855
	Iteration 30Q: 3 clusters Score -2910899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2910917.500000 Penalty: 4951.151855
	Iteration 31Q: 3 clusters Score -2910918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2910920.250000 Penalty: 4951.151855
	Iteration 32Q: 3 clusters Score -2910920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2910933.000000 Penalty: 4951.151855
	Iteration 33Q: 3 clusters Score -2910933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2910933.500000 Penalty: 4951.151855
	Iteration 34Q: 3 clusters Score -2910934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2910942.500000 Penalty: 4951.151855
	Iteration 35Q: 3 clusters Score -2910942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2910950.500000 Penalty: 4951.151855
	Iteration 36Q: 3 clusters Score -2910950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2910970.750000 Penalty: 4951.151855
	Iteration 37Q: 3 clusters Score -2910971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2910985.500000 Penalty: 4951.151855
	Iteration 38Q: 3 clusters Score -2910986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2911000.500000 Penalty: 4951.151855
	Iteration 39Q: 3 clusters Score -2911000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2911015.250000 Penalty: 4951.151855
	Iteration 40F: 3 clusters Score -2911015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2911020.750000 Penalty: 4951.151855
	Iteration 41Q: 3 clusters Score -2911021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2911013.250000 Penalty: 4951.151855
	Iteration 42Q: 3 clusters Score -2911013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2911030.750000 Penalty: 4951.151855
	Iteration 43Q: 3 clusters Score -2911031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2911045.000000 Penalty: 4951.151855
	Iteration 44Q: 3 clusters Score -2911045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2911054.500000 Penalty: 4951.151855
	Iteration 45Q: 3 clusters Score -2911054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2911053.750000 Penalty: 4951.151855
	Iteration 46Q: 3 clusters Score -2911054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2911073.750000 Penalty: 4951.151855
	Iteration 47Q: 3 clusters Score -2911074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2911089.750000 Penalty: 4951.151855
	Iteration 48Q: 3 clusters Score -2911090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2911100.750000 Penalty: 4951.151855
	Iteration 49Q: 3 clusters Score -2911101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2911109.750000 Penalty: 4951.151855
	Iteration 50Q: 3 clusters Score -2911110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2911123.750000 Penalty: 4951.151855
	Iteration 51Q: 3 clusters Score -2911124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2911134.250000 Penalty: 4951.151855
	Iteration 52Q: 3 clusters Score -2911134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2911157.500000 Penalty: 4951.151855
	Iteration 53Q: 3 clusters Score -2911158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2911173.500000 Penalty: 4951.151855
	Iteration 54Q: 3 clusters Score -2911174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2911194.250000 Penalty: 4951.151855
	Iteration 55Q: 3 clusters Score -2911194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2911214.750000 Penalty: 4951.151855
	Iteration 56Q: 3 clusters Score -2911215 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2911242.000000 Penalty: 4951.151855
	Iteration 57Q: 3 clusters Score -2911242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2911251.000000 Penalty: 4951.151855
	Iteration 58Q: 3 clusters Score -2911251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2911276.000000 Penalty: 4951.151855
	Iteration 59Q: 3 clusters Score -2911276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2911288.750000 Penalty: 4951.151855
	Iteration 60F: 3 clusters Score -2911289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2911305.750000 Penalty: 4951.151855
	Iteration 61Q: 3 clusters Score -2911306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2911329.250000 Penalty: 4951.151855
	Iteration 62Q: 3 clusters Score -2911329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2911357.000000 Penalty: 4951.151855
	Iteration 63Q: 3 clusters Score -2911357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2911388.500000 Penalty: 4951.151855
	Iteration 64Q: 3 clusters Score -2911388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2911416.750000 Penalty: 4951.151855
	Iteration 65Q: 3 clusters Score -2911417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2911433.000000 Penalty: 4951.151855
	Iteration 66Q: 3 clusters Score -2911433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2911448.250000 Penalty: 4951.151855
	Iteration 67Q: 3 clusters Score -2911448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2911476.500000 Penalty: 4951.151855
	Iteration 68Q: 3 clusters Score -2911476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2911510.750000 Penalty: 4951.151855
	Iteration 69Q: 3 clusters Score -2911511 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2911547.750000 Penalty: 4951.151855
	Iteration 70Q: 3 clusters Score -2911548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2911592.750000 Penalty: 4951.151855
	Iteration 71Q: 3 clusters Score -2911593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2911626.750000 Penalty: 4951.151855
	Iteration 72Q: 3 clusters Score -2911627 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2911667.500000 Penalty: 4951.151855
	Iteration 73Q: 3 clusters Score -2911668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2911717.750000 Penalty: 4951.151855
	Iteration 74Q: 3 clusters Score -2911718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2911763.750000 Penalty: 4951.151855
	Iteration 75Q: 3 clusters Score -2911764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2911814.000000 Penalty: 4951.151855
	Iteration 76Q: 3 clusters Score -2911814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2911868.500000 Penalty: 4951.151855
	Iteration 77Q: 3 clusters Score -2911868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2911909.500000 Penalty: 4951.151855
	Iteration 78Q: 3 clusters Score -2911910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2911962.500000 Penalty: 4951.151855
	Iteration 79Q: 3 clusters Score -2911962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2912015.500000 Penalty: 4951.151855
	Iteration 80F: 3 clusters Score -2912016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2912059.000000 Penalty: 4951.151855
	Iteration 81Q: 3 clusters Score -2912059 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2912123.250000 Penalty: 4951.151855
	Iteration 82Q: 3 clusters Score -2912123 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2912171.000000 Penalty: 4951.151855
	Iteration 83Q: 3 clusters Score -2912171 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2912222.500000 Penalty: 4951.151855
	Iteration 84Q: 3 clusters Score -2912222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2912259.750000 Penalty: 4951.151855
	Iteration 85Q: 3 clusters Score -2912260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2912308.750000 Penalty: 4951.151855
	Iteration 86Q: 3 clusters Score -2912309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2912358.250000 Penalty: 4951.151855
	Iteration 87Q: 3 clusters Score -2912358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2912406.250000 Penalty: 4951.151855
	Iteration 88Q: 3 clusters Score -2912406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2912442.250000 Penalty: 4951.151855
	Iteration 89Q: 3 clusters Score -2912442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2912478.000000 Penalty: 4951.151855
	Iteration 90Q: 3 clusters Score -2912478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2912515.000000 Penalty: 4951.151855
	Iteration 91Q: 3 clusters Score -2912515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2912534.000000 Penalty: 4951.151855
	Iteration 92Q: 3 clusters Score -2912534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2912547.750000 Penalty: 4951.151855
	Iteration 93Q: 3 clusters Score -2912548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2912564.750000 Penalty: 4951.151855
	Iteration 94Q: 3 clusters Score -2912565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2912583.750000 Penalty: 4951.151855
	Iteration 95Q: 3 clusters Score -2912584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2912602.250000 Penalty: 4951.151855
	Iteration 96Q: 3 clusters Score -2912602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2912614.250000 Penalty: 4951.151855
	Iteration 97Q: 3 clusters Score -2912614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2912626.250000 Penalty: 4951.151855
	Iteration 98Q: 3 clusters Score -2912626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2912637.250000 Penalty: 4951.151855
	Iteration 99Q: 3 clusters Score -2912637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2912641.500000 Penalty: 4951.151855
	Iteration 100F: 3 clusters Score -2912642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2912650.250000 Penalty: 4951.151855
	Iteration 101Q: 3 clusters Score -2912650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2912662.000000 Penalty: 4951.151855
	Iteration 102Q: 3 clusters Score -2912662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2912674.750000 Penalty: 4951.151855
	Iteration 103Q: 3 clusters Score -2912675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2912681.750000 Penalty: 4951.151855
	Iteration 104Q: 3 clusters Score -2912682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2912694.500000 Penalty: 4951.151855
	Iteration 105Q: 3 clusters Score -2912694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2912705.000000 Penalty: 4951.151855
	Iteration 106Q: 3 clusters Score -2912705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2912716.250000 Penalty: 4951.151855
	Iteration 107Q: 3 clusters Score -2912716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2912717.250000 Penalty: 4951.151855
	Iteration 108Q: 3 clusters Score -2912717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2912720.000000 Penalty: 4951.151855
	Iteration 109Q: 3 clusters Score -2912720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2912717.500000 Penalty: 4951.151855
	Iteration 110Q: 3 clusters Score -2912718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2912724.500000 Penalty: 4951.151855
	Iteration 111Q: 3 clusters Score -2912724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2912722.750000 Penalty: 4951.151855
	Iteration 112Q: 3 clusters Score -2912723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2912727.750000 Penalty: 4951.151855
	Iteration 113Q: 3 clusters Score -2912728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2912729.500000 Penalty: 4951.151855
	Iteration 114Q: 3 clusters Score -2912730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2912736.750000 Penalty: 4951.151855
	Iteration 115Q: 3 clusters Score -2912737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2912743.750000 Penalty: 4951.151855
	Iteration 116Q: 3 clusters Score -2912744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2912739.250000 Penalty: 4951.151855
	Iteration 117Q: 3 clusters Score -2912739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2912742.500000 Penalty: 4951.151855
	Iteration 118Q: 3 clusters Score -2912742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2912741.500000 Penalty: 4951.151855
	Iteration 119Q: 3 clusters Score -2912742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2912741.000000 Penalty: 4951.151855
	Iteration 120F: 3 clusters Score -2912741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2912744.000000 Penalty: 4951.151855
	Iteration 121Q: 3 clusters Score -2912744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2912744.000000 Penalty: 4951.151855
	Iteration 122F: 3 clusters Score -2912744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (149891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149891 members 
Entering Unmasked Estep 
Score: -19961614.000000 Penalty: 2955.580566
	Iteration 0F: 2 clusters Score -1.996161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -19863806.000000 Penalty: 5911.161133
	Iteration 0F: 3 clusters Score -1.986381e+07 nChanged 71594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -19905186.000000 Penalty: 5911.161133
	Iteration 1F: 3 clusters Score -1.990519e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -19906336.000000 Penalty: 5911.161133
	Iteration 2Q: 3 clusters Score -1.990634e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -19908016.000000 Penalty: 5911.161133
	Iteration 3Q: 3 clusters Score -1.990802e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -19910718.000000 Penalty: 5911.161133
	Iteration 4Q: 3 clusters Score -1.991072e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -19915586.000000 Penalty: 5911.161133
	Iteration 5F: 3 clusters Score -1.991559e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -19922990.000000 Penalty: 5911.161133
	Iteration 6F: 3 clusters Score -1.992299e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -19932862.000000 Penalty: 5911.161133
	Iteration 7F: 3 clusters Score -1.993286e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -19942392.000000 Penalty: 5911.161133
	Iteration 8F: 3 clusters Score -1.994239e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -19948292.000000 Penalty: 5911.161133
	Iteration 9F: 3 clusters Score -1.994829e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -19950796.000000 Penalty: 5911.161133
	Iteration 10Q: 3 clusters Score -1.99508e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -19952058.000000 Penalty: 5911.161133
	Iteration 11Q: 3 clusters Score -1.995206e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -19952964.000000 Penalty: 5911.161133
	Iteration 12Q: 3 clusters Score -1.995296e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -19953818.000000 Penalty: 5911.161133
	Iteration 13Q: 3 clusters Score -1.995382e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 120433 members 
Entering Unmasked Estep 
Score: -19954494.000000 Penalty: 5911.161133
	Iteration 14Q: 3 clusters Score -1.995449e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -19955064.000000 Penalty: 5911.161133
	Iteration 15Q: 3 clusters Score -1.995506e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 124831 members 
Entering Unmasked Estep 
Score: -19955572.000000 Penalty: 5911.161133
	Iteration 16Q: 3 clusters Score -1.995557e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -19955956.000000 Penalty: 5911.161133
	Iteration 17Q: 3 clusters Score -1.995596e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 129016 members 
Entering Unmasked Estep 
Score: -19956526.000000 Penalty: 5911.161133
	Iteration 18Q: 3 clusters Score -1.995653e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -19957016.000000 Penalty: 5911.161133
	Iteration 19Q: 3 clusters Score -1.995702e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -19957516.000000 Penalty: 5911.161133
	Iteration 20F: 3 clusters Score -1.995752e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 134702 members 
Entering Unmasked Estep 
Score: -19957958.000000 Penalty: 5911.161133
	Iteration 21Q: 3 clusters Score -1.995796e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -19958326.000000 Penalty: 5911.161133
	Iteration 22Q: 3 clusters Score -1.995833e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 137803 members 
Entering Unmasked Estep 
Score: -19958552.000000 Penalty: 5911.161133
	Iteration 23Q: 3 clusters Score -1.995855e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -19958818.000000 Penalty: 5911.161133
	Iteration 24Q: 3 clusters Score -1.995882e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -19959016.000000 Penalty: 5911.161133
	Iteration 25Q: 3 clusters Score -1.995902e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -19959210.000000 Penalty: 5911.161133
	Iteration 26Q: 3 clusters Score -1.995921e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -19959346.000000 Penalty: 5911.161133
	Iteration 27Q: 3 clusters Score -1.995935e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -19959442.000000 Penalty: 5911.161133
	Iteration 28Q: 3 clusters Score -1.995944e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -19959610.000000 Penalty: 5911.161133
	Iteration 29Q: 3 clusters Score -1.995961e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 144451 members 
Entering Unmasked Estep 
Score: -19959738.000000 Penalty: 5911.161133
	Iteration 30Q: 3 clusters Score -1.995974e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -19959752.000000 Penalty: 5911.161133
	Iteration 31Q: 3 clusters Score -1.995975e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -19959794.000000 Penalty: 5911.161133
	Iteration 32Q: 3 clusters Score -1.995979e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -19959798.000000 Penalty: 5911.161133
	Iteration 33Q: 3 clusters Score -1.99598e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -19959860.000000 Penalty: 5911.161133
	Iteration 34Q: 3 clusters Score -1.995986e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -19959908.000000 Penalty: 5911.161133
	Iteration 35Q: 3 clusters Score -1.995991e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -19959872.000000 Penalty: 5911.161133
	Iteration 36Q: 3 clusters Score -1.995987e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 146883 members 
Entering Unmasked Estep 
Score: -19959838.000000 Penalty: 5911.161133
	Iteration 37Q: 3 clusters Score -1.995984e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -19959856.000000 Penalty: 5911.161133
	Iteration 38Q: 3 clusters Score -1.995986e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -19959914.000000 Penalty: 5911.161133
	Iteration 39Q: 3 clusters Score -1.995991e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -19959936.000000 Penalty: 5911.161133
	Iteration 40F: 3 clusters Score -1.995994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 147392 members 
Entering Unmasked Estep 
Score: -19959922.000000 Penalty: 5911.161133
	Iteration 41Q: 3 clusters Score -1.995992e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -19959934.000000 Penalty: 5911.161133
	Iteration 42Q: 3 clusters Score -1.995993e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -19959918.000000 Penalty: 5911.161133
	Iteration 43Q: 3 clusters Score -1.995992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -19959904.000000 Penalty: 5911.161133
	Iteration 44Q: 3 clusters Score -1.99599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 147615 members 
Entering Unmasked Estep 
Score: -19959888.000000 Penalty: 5911.161133
	Iteration 45Q: 3 clusters Score -1.995989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -19959872.000000 Penalty: 5911.161133
	Iteration 46Q: 3 clusters Score -1.995987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -19959878.000000 Penalty: 5911.161133
	Iteration 47Q: 3 clusters Score -1.995988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -19959884.000000 Penalty: 5911.161133
	Iteration 48Q: 3 clusters Score -1.995988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -19959896.000000 Penalty: 5911.161133
	Iteration 49Q: 3 clusters Score -1.99599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -19959868.000000 Penalty: 5911.161133
	Iteration 50Q: 3 clusters Score -1.995987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -19959888.000000 Penalty: 5911.161133
	Iteration 51Q: 3 clusters Score -1.995989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -19959876.000000 Penalty: 5911.161133
	Iteration 52Q: 3 clusters Score -1.995988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -19959866.000000 Penalty: 5911.161133
	Iteration 53Q: 3 clusters Score -1.995987e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -19959844.000000 Penalty: 5911.161133
	Iteration 54Q: 3 clusters Score -1.995984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -19959834.000000 Penalty: 5911.161133
	Iteration 55Q: 3 clusters Score -1.995983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -19959824.000000 Penalty: 5911.161133
	Iteration 56Q: 3 clusters Score -1.995982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19959836.000000 Penalty: 5911.161133
	Iteration 57Q: 3 clusters Score -1.995984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 147912 members 
Entering Unmasked Estep 
Score: -19959828.000000 Penalty: 5911.161133
	Iteration 58Q: 3 clusters Score -1.995983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -19959834.000000 Penalty: 5911.161133
	Iteration 59Q: 3 clusters Score -1.995983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -19959828.000000 Penalty: 5911.161133
	Iteration 60F: 3 clusters Score -1.995983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -19959812.000000 Penalty: 5911.161133
	Iteration 61Q: 3 clusters Score -1.995981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -19959830.000000 Penalty: 5911.161133
	Iteration 62Q: 3 clusters Score -1.995983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 63Q: 3 clusters Score -1.995982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 147947 members 
Entering Unmasked Estep 
Score: -19959818.000000 Penalty: 5911.161133
	Iteration 64Q: 3 clusters Score -1.995982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -19959814.000000 Penalty: 5911.161133
	Iteration 65Q: 3 clusters Score -1.995981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -19959816.000000 Penalty: 5911.161133
	Iteration 66Q: 3 clusters Score -1.995982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 67Q: 3 clusters Score -1.995982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 68Q: 3 clusters Score -1.995982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -19959832.000000 Penalty: 5911.161133
	Iteration 69Q: 3 clusters Score -1.995983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -19959832.000000 Penalty: 5911.161133
	Iteration 70Q: 3 clusters Score -1.995983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -19959828.000000 Penalty: 5911.161133
	Iteration 71Q: 3 clusters Score -1.995983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 148006 members 
Entering Unmasked Estep 
Score: -19959838.000000 Penalty: 5911.161133
	Iteration 72Q: 3 clusters Score -1.995984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -19959834.000000 Penalty: 5911.161133
	Iteration 73Q: 3 clusters Score -1.995983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -19959836.000000 Penalty: 5911.161133
	Iteration 74Q: 3 clusters Score -1.995984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -19959858.000000 Penalty: 5911.161133
	Iteration 75Q: 3 clusters Score -1.995986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -19959850.000000 Penalty: 5911.161133
	Iteration 76Q: 3 clusters Score -1.995985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -19959844.000000 Penalty: 5911.161133
	Iteration 77Q: 3 clusters Score -1.995984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -19959832.000000 Penalty: 5911.161133
	Iteration 78Q: 3 clusters Score -1.995983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -19959840.000000 Penalty: 5911.161133
	Iteration 79Q: 3 clusters Score -1.995984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -19959840.000000 Penalty: 5911.161133
	Iteration 80F: 3 clusters Score -1.995984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -19959844.000000 Penalty: 5911.161133
	Iteration 81Q: 3 clusters Score -1.995984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -19959850.000000 Penalty: 5911.161133
	Iteration 82Q: 3 clusters Score -1.995985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -19959836.000000 Penalty: 5911.161133
	Iteration 83Q: 3 clusters Score -1.995984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -19959842.000000 Penalty: 5911.161133
	Iteration 84Q: 3 clusters Score -1.995984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -19959844.000000 Penalty: 5911.161133
	Iteration 85Q: 3 clusters Score -1.995984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
Score: -19959852.000000 Penalty: 5911.161133
	Iteration 86Q: 3 clusters Score -1.995985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 148051 members 
Entering Unmasked Estep 
Score: -19959852.000000 Penalty: 5911.161133
	Iteration 87Q: 3 clusters Score -1.995985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -19959870.000000 Penalty: 5911.161133
	Iteration 88Q: 3 clusters Score -1.995987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -19959852.000000 Penalty: 5911.161133
	Iteration 89Q: 3 clusters Score -1.995985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -19959854.000000 Penalty: 5911.161133
	Iteration 90Q: 3 clusters Score -1.995985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -19959838.000000 Penalty: 5911.161133
	Iteration 91Q: 3 clusters Score -1.995984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -19959836.000000 Penalty: 5911.161133
	Iteration 92Q: 3 clusters Score -1.995984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -19959836.000000 Penalty: 5911.161133
	Iteration 93Q: 3 clusters Score -1.995984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -19959838.000000 Penalty: 5911.161133
	Iteration 94Q: 3 clusters Score -1.995984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 95Q: 3 clusters Score -1.995982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -19959830.000000 Penalty: 5911.161133
	Iteration 96Q: 3 clusters Score -1.995983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -19959830.000000 Penalty: 5911.161133
	Iteration 97Q: 3 clusters Score -1.995983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 98Q: 3 clusters Score -1.995982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -19959832.000000 Penalty: 5911.161133
	Iteration 99Q: 3 clusters Score -1.995983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 148102 members 
Entering Unmasked Estep 
Score: -19959820.000000 Penalty: 5911.161133
	Iteration 100F: 3 clusters Score -1.995982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 148110 members 
Entering Unmasked Estep 
Score: -19959814.000000 Penalty: 5911.161133
	Iteration 101Q: 3 clusters Score -1.995981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -19959812.000000 Penalty: 5911.161133
	Iteration 102Q: 3 clusters Score -1.995981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -19959802.000000 Penalty: 5911.161133
	Iteration 103Q: 3 clusters Score -1.99598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -19959800.000000 Penalty: 5911.161133
	Iteration 104Q: 3 clusters Score -1.99598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -19959794.000000 Penalty: 5911.161133
	Iteration 105Q: 3 clusters Score -1.995979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -19959794.000000 Penalty: 5911.161133
	Iteration 106F: 3 clusters Score -1.995979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -354521.812500 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -354521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351621.562500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -351621.6 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -355973.062500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -355973.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -358501.781250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -358501.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -359636.343750 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -359636.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -359906.343750 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -359906.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -360194.156250 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -360194.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -360619.000000 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -360619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -360828.687500 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -360828.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -360902.937500 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -360902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -360924.375000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -360924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -360931.031250 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -360931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -360936.343750 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -360936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -360939.437500 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -360939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -360942.812500 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -360942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -360944.812500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -360944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -360952.687500 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -360952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -360968.656250 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -360968.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -360996.218750 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -360996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -361009.156250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -361009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361013.593750 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -361013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361027.531250 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -361027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361053.031250 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -361053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -361090.343750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -361090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -361125.875000 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -361125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -361134.687500 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -361134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -361136.062500 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -361136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -361136.281250 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -361136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361136.750000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -361136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -361138.250000 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -361138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -361138.468750 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -361138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361139.093750 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -361139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -361139.093750 Penalty: 3999.435059
	Iteration 31F: 3 clusters Score -361139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 30436 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 32788 members 
Mstep: Class 6 contains 158704 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 13018 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 79285 members 
Mstep: Class 13 contains 110527 members 
Mstep: Class 14 contains 46407 members 
Mstep: Class 15 contains 21637 members 
Mstep: Class 16 contains 149891 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 115331 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 223417 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
Score: -135185952.000000 Penalty: 61823.992188
Splitting cluster 18 changes total score from -135179696.000000 to -135185952.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 20 (115331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Entering Unmasked Estep 
Score: -15488017.000000 Penalty: 2890.579346
	Iteration 0F: 2 clusters Score -1.548802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -15411276.000000 Penalty: 5781.158691
	Iteration 0F: 3 clusters Score -1.541128e+07 nChanged 54662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -15442651.000000 Penalty: 5781.158691
	Iteration 1F: 3 clusters Score -1.544265e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -15443418.000000 Penalty: 5781.158691
	Iteration 2Q: 3 clusters Score -1.544342e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -15444352.000000 Penalty: 5781.158691
	Iteration 3Q: 3 clusters Score -1.544435e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -15445435.000000 Penalty: 5781.158691
	Iteration 4Q: 3 clusters Score -1.544544e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -15446886.000000 Penalty: 5781.158691
	Iteration 5Q: 3 clusters Score -1.544689e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -15448849.000000 Penalty: 5781.158691
	Iteration 6Q: 3 clusters Score -1.544885e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -15451668.000000 Penalty: 5781.158691
	Iteration 7Q: 3 clusters Score -1.545167e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -15456073.000000 Penalty: 5781.158691
	Iteration 8F: 3 clusters Score -1.545607e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -15461625.000000 Penalty: 5781.158691
	Iteration 9F: 3 clusters Score -1.546162e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -15467062.000000 Penalty: 5781.158691
	Iteration 10F: 3 clusters Score -1.546706e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -15470822.000000 Penalty: 5781.158691
	Iteration 11F: 3 clusters Score -1.547082e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -15472648.000000 Penalty: 5781.158691
	Iteration 12Q: 3 clusters Score -1.547265e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -15473886.000000 Penalty: 5781.158691
	Iteration 13Q: 3 clusters Score -1.547389e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -15474642.000000 Penalty: 5781.158691
	Iteration 14Q: 3 clusters Score -1.547464e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -15475438.000000 Penalty: 5781.158691
	Iteration 15Q: 3 clusters Score -1.547544e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -15476182.000000 Penalty: 5781.158691
	Iteration 16Q: 3 clusters Score -1.547618e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -15476888.000000 Penalty: 5781.158691
	Iteration 17Q: 3 clusters Score -1.547689e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -15477455.000000 Penalty: 5781.158691
	Iteration 18Q: 3 clusters Score -1.547746e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -15477981.000000 Penalty: 5781.158691
	Iteration 19Q: 3 clusters Score -1.547798e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -15478447.000000 Penalty: 5781.158691
	Iteration 20F: 3 clusters Score -1.547845e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -15478890.000000 Penalty: 5781.158691
	Iteration 21Q: 3 clusters Score -1.547889e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -15479260.000000 Penalty: 5781.158691
	Iteration 22Q: 3 clusters Score -1.547926e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -15479642.000000 Penalty: 5781.158691
	Iteration 23Q: 3 clusters Score -1.547964e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -15480087.000000 Penalty: 5781.158691
	Iteration 24Q: 3 clusters Score -1.548009e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -15480443.000000 Penalty: 5781.158691
	Iteration 25Q: 3 clusters Score -1.548044e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -15480720.000000 Penalty: 5781.158691
	Iteration 26Q: 3 clusters Score -1.548072e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -15481061.000000 Penalty: 5781.158691
	Iteration 27Q: 3 clusters Score -1.548106e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -15481436.000000 Penalty: 5781.158691
	Iteration 28Q: 3 clusters Score -1.548144e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102148 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -15481841.000000 Penalty: 5781.158691
	Iteration 29Q: 3 clusters Score -1.548184e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -15482251.000000 Penalty: 5781.158691
	Iteration 30Q: 3 clusters Score -1.548225e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -15482557.000000 Penalty: 5781.158691
	Iteration 31Q: 3 clusters Score -1.548256e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -15482961.000000 Penalty: 5781.158691
	Iteration 32Q: 3 clusters Score -1.548296e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -15483257.000000 Penalty: 5781.158691
	Iteration 33Q: 3 clusters Score -1.548326e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -15483575.000000 Penalty: 5781.158691
	Iteration 34Q: 3 clusters Score -1.548358e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -15483864.000000 Penalty: 5781.158691
	Iteration 35Q: 3 clusters Score -1.548386e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -15484134.000000 Penalty: 5781.158691
	Iteration 36Q: 3 clusters Score -1.548413e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -15484328.000000 Penalty: 5781.158691
	Iteration 37Q: 3 clusters Score -1.548433e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -15484583.000000 Penalty: 5781.158691
	Iteration 38Q: 3 clusters Score -1.548458e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -15484792.000000 Penalty: 5781.158691
	Iteration 39Q: 3 clusters Score -1.548479e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -15485021.000000 Penalty: 5781.158691
	Iteration 40F: 3 clusters Score -1.548502e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -15485123.000000 Penalty: 5781.158691
	Iteration 41Q: 3 clusters Score -1.548512e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -15485227.000000 Penalty: 5781.158691
	Iteration 42Q: 3 clusters Score -1.548523e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112219 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -15485315.000000 Penalty: 5781.158691
	Iteration 43Q: 3 clusters Score -1.548532e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -15485416.000000 Penalty: 5781.158691
	Iteration 44Q: 3 clusters Score -1.548542e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -15485459.000000 Penalty: 5781.158691
	Iteration 45Q: 3 clusters Score -1.548546e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15485521.000000 Penalty: 5781.158691
	Iteration 46Q: 3 clusters Score -1.548552e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15485526.000000 Penalty: 5781.158691
	Iteration 47Q: 3 clusters Score -1.548553e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -15485575.000000 Penalty: 5781.158691
	Iteration 48Q: 3 clusters Score -1.548558e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -15485599.000000 Penalty: 5781.158691
	Iteration 49Q: 3 clusters Score -1.54856e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15485654.000000 Penalty: 5781.158691
	Iteration 50Q: 3 clusters Score -1.548565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15485670.000000 Penalty: 5781.158691
	Iteration 51Q: 3 clusters Score -1.548567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15485682.000000 Penalty: 5781.158691
	Iteration 52Q: 3 clusters Score -1.548568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -15485720.000000 Penalty: 5781.158691
	Iteration 53Q: 3 clusters Score -1.548572e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -15485713.000000 Penalty: 5781.158691
	Iteration 54Q: 3 clusters Score -1.548571e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -15485717.000000 Penalty: 5781.158691
	Iteration 55Q: 3 clusters Score -1.548572e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15485726.000000 Penalty: 5781.158691
	Iteration 56Q: 3 clusters Score -1.548573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15485738.000000 Penalty: 5781.158691
	Iteration 57Q: 3 clusters Score -1.548574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113515 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -15485749.000000 Penalty: 5781.158691
	Iteration 58Q: 3 clusters Score -1.548575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113537 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15485758.000000 Penalty: 5781.158691
	Iteration 59Q: 3 clusters Score -1.548576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113561 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15485740.000000 Penalty: 5781.158691
	Iteration 60F: 3 clusters Score -1.548574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15485751.000000 Penalty: 5781.158691
	Iteration 61Q: 3 clusters Score -1.548575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15485754.000000 Penalty: 5781.158691
	Iteration 62Q: 3 clusters Score -1.548575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -15485775.000000 Penalty: 5781.158691
	Iteration 63Q: 3 clusters Score -1.548578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15485778.000000 Penalty: 5781.158691
	Iteration 64Q: 3 clusters Score -1.548578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113659 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15485774.000000 Penalty: 5781.158691
	Iteration 65Q: 3 clusters Score -1.548577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15485753.000000 Penalty: 5781.158691
	Iteration 66Q: 3 clusters Score -1.548575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15485743.000000 Penalty: 5781.158691
	Iteration 67Q: 3 clusters Score -1.548574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -15485751.000000 Penalty: 5781.158691
	Iteration 68Q: 3 clusters Score -1.548575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15485765.000000 Penalty: 5781.158691
	Iteration 69Q: 3 clusters Score -1.548576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15485749.000000 Penalty: 5781.158691
	Iteration 70Q: 3 clusters Score -1.548575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -15485769.000000 Penalty: 5781.158691
	Iteration 71Q: 3 clusters Score -1.548577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113707 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15485766.000000 Penalty: 5781.158691
	Iteration 72Q: 3 clusters Score -1.548577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15485762.000000 Penalty: 5781.158691
	Iteration 73Q: 3 clusters Score -1.548576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113714 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15485756.000000 Penalty: 5781.158691
	Iteration 74Q: 3 clusters Score -1.548576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15485751.000000 Penalty: 5781.158691
	Iteration 75Q: 3 clusters Score -1.548575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15485748.000000 Penalty: 5781.158691
	Iteration 76Q: 3 clusters Score -1.548575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15485736.000000 Penalty: 5781.158691
	Iteration 77Q: 3 clusters Score -1.548574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113724 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15485739.000000 Penalty: 5781.158691
	Iteration 78Q: 3 clusters Score -1.548574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15485751.000000 Penalty: 5781.158691
	Iteration 79Q: 3 clusters Score -1.548575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15485765.000000 Penalty: 5781.158691
	Iteration 80F: 3 clusters Score -1.548576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15485773.000000 Penalty: 5781.158691
	Iteration 81Q: 3 clusters Score -1.548577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15485776.000000 Penalty: 5781.158691
	Iteration 82Q: 3 clusters Score -1.548578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15485766.000000 Penalty: 5781.158691
	Iteration 83Q: 3 clusters Score -1.548577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15485765.000000 Penalty: 5781.158691
	Iteration 84Q: 3 clusters Score -1.548576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15485769.000000 Penalty: 5781.158691
	Iteration 85Q: 3 clusters Score -1.548577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15485768.000000 Penalty: 5781.158691
	Iteration 86Q: 3 clusters Score -1.548577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15485771.000000 Penalty: 5781.158691
	Iteration 87Q: 3 clusters Score -1.548577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15485759.000000 Penalty: 5781.158691
	Iteration 88Q: 3 clusters Score -1.548576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113791 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15485765.000000 Penalty: 5781.158691
	Iteration 89Q: 3 clusters Score -1.548576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15485771.000000 Penalty: 5781.158691
	Iteration 90Q: 3 clusters Score -1.548577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15485777.000000 Penalty: 5781.158691
	Iteration 91Q: 3 clusters Score -1.548578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15485775.000000 Penalty: 5781.158691
	Iteration 92Q: 3 clusters Score -1.548578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15485769.000000 Penalty: 5781.158691
	Iteration 93Q: 3 clusters Score -1.548577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113808 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -15485781.000000 Penalty: 5781.158691
	Iteration 94Q: 3 clusters Score -1.548578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15485774.000000 Penalty: 5781.158691
	Iteration 95Q: 3 clusters Score -1.548577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15485788.000000 Penalty: 5781.158691
	Iteration 96Q: 3 clusters Score -1.548579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15485796.000000 Penalty: 5781.158691
	Iteration 97Q: 3 clusters Score -1.54858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -15485796.000000 Penalty: 5781.158691
	Iteration 98Q: 3 clusters Score -1.54858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15485798.000000 Penalty: 5781.158691
	Iteration 99Q: 3 clusters Score -1.54858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15485798.000000 Penalty: 5781.158691
	Iteration 100F: 3 clusters Score -1.54858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Entering Unmasked Estep 
Score: -5805750.500000 Penalty: 2647.567871
	Iteration 0F: 2 clusters Score -5805750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5776578.000000 Penalty: 5295.135742
	Iteration 0F: 3 clusters Score -5776578 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5787636.000000 Penalty: 5295.135742
	Iteration 1F: 3 clusters Score -5787636 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5788375.000000 Penalty: 5295.135742
	Iteration 2Q: 3 clusters Score -5788375 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5789533.500000 Penalty: 5295.135742
	Iteration 3F: 3 clusters Score -5789534 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5791382.500000 Penalty: 5295.135742
	Iteration 4F: 3 clusters Score -5791382 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5794078.000000 Penalty: 5295.135742
	Iteration 5F: 3 clusters Score -5794078 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5797325.500000 Penalty: 5295.135742
	Iteration 6F: 3 clusters Score -5797326 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5800345.000000 Penalty: 5295.135742
	Iteration 7F: 3 clusters Score -5800345 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5802381.500000 Penalty: 5295.135742
	Iteration 8Q: 3 clusters Score -5802382 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -5803310.500000 Penalty: 5295.135742
	Iteration 9Q: 3 clusters Score -5803310 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5803678.000000 Penalty: 5295.135742
	Iteration 10Q: 3 clusters Score -5803678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5803860.000000 Penalty: 5295.135742
	Iteration 11Q: 3 clusters Score -5803860 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5803952.000000 Penalty: 5295.135742
	Iteration 12Q: 3 clusters Score -5803952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -5804025.000000 Penalty: 5295.135742
	Iteration 13Q: 3 clusters Score -5804025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5804065.000000 Penalty: 5295.135742
	Iteration 14Q: 3 clusters Score -5804065 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5804114.000000 Penalty: 5295.135742
	Iteration 15Q: 3 clusters Score -5804114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -5804151.000000 Penalty: 5295.135742
	Iteration 16Q: 3 clusters Score -5804151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5804182.000000 Penalty: 5295.135742
	Iteration 17Q: 3 clusters Score -5804182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -5804199.500000 Penalty: 5295.135742
	Iteration 18Q: 3 clusters Score -5804200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -5804220.000000 Penalty: 5295.135742
	Iteration 19Q: 3 clusters Score -5804220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5804251.000000 Penalty: 5295.135742
	Iteration 20F: 3 clusters Score -5804251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5804263.000000 Penalty: 5295.135742
	Iteration 21Q: 3 clusters Score -5804263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5804274.000000 Penalty: 5295.135742
	Iteration 22Q: 3 clusters Score -5804274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5804274.000000 Penalty: 5295.135742
	Iteration 23Q: 3 clusters Score -5804274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5804290.500000 Penalty: 5295.135742
	Iteration 24Q: 3 clusters Score -5804290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5804308.500000 Penalty: 5295.135742
	Iteration 25Q: 3 clusters Score -5804308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5804315.500000 Penalty: 5295.135742
	Iteration 26Q: 3 clusters Score -5804316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5804318.500000 Penalty: 5295.135742
	Iteration 27Q: 3 clusters Score -5804318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5804333.000000 Penalty: 5295.135742
	Iteration 28Q: 3 clusters Score -5804333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5804334.500000 Penalty: 5295.135742
	Iteration 29Q: 3 clusters Score -5804334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5804344.500000 Penalty: 5295.135742
	Iteration 30Q: 3 clusters Score -5804344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5804335.000000 Penalty: 5295.135742
	Iteration 31Q: 3 clusters Score -5804335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5804345.500000 Penalty: 5295.135742
	Iteration 32Q: 3 clusters Score -5804346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -5804351.500000 Penalty: 5295.135742
	Iteration 33Q: 3 clusters Score -5804352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -5804355.500000 Penalty: 5295.135742
	Iteration 34Q: 3 clusters Score -5804356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5804353.500000 Penalty: 5295.135742
	Iteration 35Q: 3 clusters Score -5804354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5804370.500000 Penalty: 5295.135742
	Iteration 36Q: 3 clusters Score -5804370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5804379.500000 Penalty: 5295.135742
	Iteration 37Q: 3 clusters Score -5804380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -5804385.000000 Penalty: 5295.135742
	Iteration 38Q: 3 clusters Score -5804385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5804385.500000 Penalty: 5295.135742
	Iteration 39Q: 3 clusters Score -5804386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5804385.500000 Penalty: 5295.135742
	Iteration 40F: 3 clusters Score -5804386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5804383.000000 Penalty: 5295.135742
	Iteration 41Q: 3 clusters Score -5804383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5804390.000000 Penalty: 5295.135742
	Iteration 42Q: 3 clusters Score -5804390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -5804395.500000 Penalty: 5295.135742
	Iteration 43Q: 3 clusters Score -5804396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5804393.500000 Penalty: 5295.135742
	Iteration 44Q: 3 clusters Score -5804394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5804387.500000 Penalty: 5295.135742
	Iteration 45Q: 3 clusters Score -5804388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5804385.500000 Penalty: 5295.135742
	Iteration 46Q: 3 clusters Score -5804386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5804388.000000 Penalty: 5295.135742
	Iteration 47Q: 3 clusters Score -5804388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5804390.000000 Penalty: 5295.135742
	Iteration 48Q: 3 clusters Score -5804390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5804388.000000 Penalty: 5295.135742
	Iteration 49Q: 3 clusters Score -5804388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5804395.000000 Penalty: 5295.135742
	Iteration 50Q: 3 clusters Score -5804395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5804398.500000 Penalty: 5295.135742
	Iteration 51Q: 3 clusters Score -5804398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -5804405.000000 Penalty: 5295.135742
	Iteration 52Q: 3 clusters Score -5804405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5804402.000000 Penalty: 5295.135742
	Iteration 53Q: 3 clusters Score -5804402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5804408.500000 Penalty: 5295.135742
	Iteration 54Q: 3 clusters Score -5804408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5804399.500000 Penalty: 5295.135742
	Iteration 55Q: 3 clusters Score -5804400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -5804405.000000 Penalty: 5295.135742
	Iteration 56Q: 3 clusters Score -5804405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5804415.500000 Penalty: 5295.135742
	Iteration 57Q: 3 clusters Score -5804416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5804414.500000 Penalty: 5295.135742
	Iteration 58Q: 3 clusters Score -5804414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5804422.000000 Penalty: 5295.135742
	Iteration 59Q: 3 clusters Score -5804422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5804425.000000 Penalty: 5295.135742
	Iteration 60F: 3 clusters Score -5804425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5804425.500000 Penalty: 5295.135742
	Iteration 61Q: 3 clusters Score -5804426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5804419.000000 Penalty: 5295.135742
	Iteration 62Q: 3 clusters Score -5804419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5804417.000000 Penalty: 5295.135742
	Iteration 63Q: 3 clusters Score -5804417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5804422.000000 Penalty: 5295.135742
	Iteration 64Q: 3 clusters Score -5804422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5804418.000000 Penalty: 5295.135742
	Iteration 65Q: 3 clusters Score -5804418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5804420.000000 Penalty: 5295.135742
	Iteration 66Q: 3 clusters Score -5804420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5804424.500000 Penalty: 5295.135742
	Iteration 67Q: 3 clusters Score -5804424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5804427.500000 Penalty: 5295.135742
	Iteration 68Q: 3 clusters Score -5804428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5804428.000000 Penalty: 5295.135742
	Iteration 69Q: 3 clusters Score -5804428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5804422.000000 Penalty: 5295.135742
	Iteration 70Q: 3 clusters Score -5804422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5804428.500000 Penalty: 5295.135742
	Iteration 71Q: 3 clusters Score -5804428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5804422.000000 Penalty: 5295.135742
	Iteration 72Q: 3 clusters Score -5804422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5804418.500000 Penalty: 5295.135742
	Iteration 73Q: 3 clusters Score -5804418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5804421.500000 Penalty: 5295.135742
	Iteration 74Q: 3 clusters Score -5804422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5804426.500000 Penalty: 5295.135742
	Iteration 75Q: 3 clusters Score -5804426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5804423.000000 Penalty: 5295.135742
	Iteration 76Q: 3 clusters Score -5804423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5804424.500000 Penalty: 5295.135742
	Iteration 77Q: 3 clusters Score -5804424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5804422.500000 Penalty: 5295.135742
	Iteration 78Q: 3 clusters Score -5804422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5804420.500000 Penalty: 5295.135742
	Iteration 79Q: 3 clusters Score -5804420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5804417.500000 Penalty: 5295.135742
	Iteration 80F: 3 clusters Score -5804418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5804424.500000 Penalty: 5295.135742
	Iteration 81Q: 3 clusters Score -5804424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5804417.500000 Penalty: 5295.135742
	Iteration 82Q: 3 clusters Score -5804418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5804416.500000 Penalty: 5295.135742
	Iteration 83Q: 3 clusters Score -5804416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5804419.000000 Penalty: 5295.135742
	Iteration 84Q: 3 clusters Score -5804419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5804411.500000 Penalty: 5295.135742
	Iteration 85Q: 3 clusters Score -5804412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5804416.500000 Penalty: 5295.135742
	Iteration 86Q: 3 clusters Score -5804416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -5804420.500000 Penalty: 5295.135742
	Iteration 87Q: 3 clusters Score -5804420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5804423.000000 Penalty: 5295.135742
	Iteration 88Q: 3 clusters Score -5804423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5804423.500000 Penalty: 5295.135742
	Iteration 89Q: 3 clusters Score -5804424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5804434.500000 Penalty: 5295.135742
	Iteration 90Q: 3 clusters Score -5804434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5804433.000000 Penalty: 5295.135742
	Iteration 91Q: 3 clusters Score -5804433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5804433.500000 Penalty: 5295.135742
	Iteration 92Q: 3 clusters Score -5804434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5804436.000000 Penalty: 5295.135742
	Iteration 93Q: 3 clusters Score -5804436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5804430.000000 Penalty: 5295.135742
	Iteration 94Q: 3 clusters Score -5804430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5804430.000000 Penalty: 5295.135742
	Iteration 95F: 3 clusters Score -5804430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (223417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223417 members 
Entering Unmasked Estep 
Score: -29559156.000000 Penalty: 3054.565186
	Iteration 0F: 2 clusters Score -2.955916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -29424116.000000 Penalty: 6109.130371
	Iteration 0F: 3 clusters Score -2.942412e+07 nChanged 107655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 117736 members 
Entering Unmasked Estep 
Score: -29487664.000000 Penalty: 6109.130371
	Iteration 1F: 3 clusters Score -2.948766e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -29489402.000000 Penalty: 6109.130371
	Iteration 2Q: 3 clusters Score -2.94894e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 125169 members 
Entering Unmasked Estep 
Score: -29491930.000000 Penalty: 6109.130371
	Iteration 3Q: 3 clusters Score -2.949193e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -29495956.000000 Penalty: 6109.130371
	Iteration 4Q: 3 clusters Score -2.949596e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 140822 members 
Entering Unmasked Estep 
Score: -29502508.000000 Penalty: 6109.130371
	Iteration 5Q: 3 clusters Score -2.950251e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -29512034.000000 Penalty: 6109.130371
	Iteration 6F: 3 clusters Score -2.951203e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 165791 members 
Entering Unmasked Estep 
Score: -29523428.000000 Penalty: 6109.130371
	Iteration 7F: 3 clusters Score -2.952343e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
Score: -29534096.000000 Penalty: 6109.130371
	Iteration 8F: 3 clusters Score -2.95341e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -29541940.000000 Penalty: 6109.130371
	Iteration 9F: 3 clusters Score -2.954194e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 198122 members 
Entering Unmasked Estep 
Score: -29546994.000000 Penalty: 6109.130371
	Iteration 10Q: 3 clusters Score -2.954699e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 204507 members 
Entering Unmasked Estep 
Score: -29550250.000000 Penalty: 6109.130371
	Iteration 11Q: 3 clusters Score -2.955025e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 209350 members 
Entering Unmasked Estep 
Score: -29552066.000000 Penalty: 6109.130371
	Iteration 12Q: 3 clusters Score -2.955207e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 212968 members 
Entering Unmasked Estep 
Score: -29553308.000000 Penalty: 6109.130371
	Iteration 13Q: 3 clusters Score -2.955331e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 215664 members 
Entering Unmasked Estep 
Score: -29554276.000000 Penalty: 6109.130371
	Iteration 14Q: 3 clusters Score -2.955428e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 217597 members 
Entering Unmasked Estep 
Score: -29554914.000000 Penalty: 6109.130371
	Iteration 15Q: 3 clusters Score -2.955491e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 218959 members 
Entering Unmasked Estep 
Score: -29555472.000000 Penalty: 6109.130371
	Iteration 16Q: 3 clusters Score -2.955547e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 219963 members 
Entering Unmasked Estep 
Score: -29555896.000000 Penalty: 6109.130371
	Iteration 17Q: 3 clusters Score -2.95559e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 220672 members 
Entering Unmasked Estep 
Score: -29556146.000000 Penalty: 6109.130371
	Iteration 18Q: 3 clusters Score -2.955615e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 221134 members 
Entering Unmasked Estep 
Score: -29556320.000000 Penalty: 6109.130371
	Iteration 19Q: 3 clusters Score -2.955632e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 221453 members 
Entering Unmasked Estep 
Score: -29556492.000000 Penalty: 6109.130371
	Iteration 20F: 3 clusters Score -2.955649e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 221682 members 
Entering Unmasked Estep 
Score: -29556532.000000 Penalty: 6109.130371
	Iteration 21Q: 3 clusters Score -2.955653e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 221848 members 
Entering Unmasked Estep 
Score: -29556574.000000 Penalty: 6109.130371
	Iteration 22Q: 3 clusters Score -2.955657e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 221962 members 
Entering Unmasked Estep 
Score: -29556606.000000 Penalty: 6109.130371
	Iteration 23Q: 3 clusters Score -2.955661e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 222046 members 
Entering Unmasked Estep 
Score: -29556632.000000 Penalty: 6109.130371
	Iteration 24Q: 3 clusters Score -2.955663e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 222120 members 
Entering Unmasked Estep 
Score: -29556658.000000 Penalty: 6109.130371
	Iteration 25Q: 3 clusters Score -2.955666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 222179 members 
Entering Unmasked Estep 
Score: -29556678.000000 Penalty: 6109.130371
	Iteration 26Q: 3 clusters Score -2.955668e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 222229 members 
Entering Unmasked Estep 
Score: -29556718.000000 Penalty: 6109.130371
	Iteration 27Q: 3 clusters Score -2.955672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 222278 members 
Entering Unmasked Estep 
Score: -29556726.000000 Penalty: 6109.130371
	Iteration 28Q: 3 clusters Score -2.955673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 222318 members 
Entering Unmasked Estep 
Score: -29556688.000000 Penalty: 6109.130371
	Iteration 29Q: 3 clusters Score -2.955669e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 222347 members 
Entering Unmasked Estep 
Score: -29556718.000000 Penalty: 6109.130371
	Iteration 30Q: 3 clusters Score -2.955672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 222375 members 
Entering Unmasked Estep 
Score: -29556702.000000 Penalty: 6109.130371
	Iteration 31Q: 3 clusters Score -2.95567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 222397 members 
Entering Unmasked Estep 
Score: -29556722.000000 Penalty: 6109.130371
	Iteration 32Q: 3 clusters Score -2.955672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 222420 members 
Entering Unmasked Estep 
Score: -29556752.000000 Penalty: 6109.130371
	Iteration 33Q: 3 clusters Score -2.955675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 222440 members 
Entering Unmasked Estep 
Score: -29556744.000000 Penalty: 6109.130371
	Iteration 34Q: 3 clusters Score -2.955674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 222454 members 
Entering Unmasked Estep 
Score: -29556772.000000 Penalty: 6109.130371
	Iteration 35Q: 3 clusters Score -2.955677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 222466 members 
Entering Unmasked Estep 
Score: -29556772.000000 Penalty: 6109.130371
	Iteration 36Q: 3 clusters Score -2.955677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 222474 members 
Entering Unmasked Estep 
Score: -29556774.000000 Penalty: 6109.130371
	Iteration 37Q: 3 clusters Score -2.955677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 222480 members 
Entering Unmasked Estep 
Score: -29556768.000000 Penalty: 6109.130371
	Iteration 38Q: 3 clusters Score -2.955677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 222486 members 
Entering Unmasked Estep 
Score: -29556776.000000 Penalty: 6109.130371
	Iteration 39Q: 3 clusters Score -2.955678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 222489 members 
Entering Unmasked Estep 
Score: -29556760.000000 Penalty: 6109.130371
	Iteration 40F: 3 clusters Score -2.955676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 222492 members 
Entering Unmasked Estep 
Score: -29556764.000000 Penalty: 6109.130371
	Iteration 41Q: 3 clusters Score -2.955676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 222498 members 
Entering Unmasked Estep 
Score: -29556750.000000 Penalty: 6109.130371
	Iteration 42Q: 3 clusters Score -2.955675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 222504 members 
Entering Unmasked Estep 
Score: -29556772.000000 Penalty: 6109.130371
	Iteration 43Q: 3 clusters Score -2.955677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 222510 members 
Entering Unmasked Estep 
Score: -29556766.000000 Penalty: 6109.130371
	Iteration 44Q: 3 clusters Score -2.955677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 222514 members 
Entering Unmasked Estep 
Score: -29556782.000000 Penalty: 6109.130371
	Iteration 45Q: 3 clusters Score -2.955678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 222515 members 
Entering Unmasked Estep 
Score: -29556772.000000 Penalty: 6109.130371
	Iteration 46Q: 3 clusters Score -2.955677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 222517 members 
Entering Unmasked Estep 
Score: -29556778.000000 Penalty: 6109.130371
	Iteration 47Q: 3 clusters Score -2.955678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 222519 members 
Entering Unmasked Estep 
Score: -29556772.000000 Penalty: 6109.130371
	Iteration 48Q: 3 clusters Score -2.955677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 222522 members 
Entering Unmasked Estep 
Score: -29556768.000000 Penalty: 6109.130371
	Iteration 49Q: 3 clusters Score -2.955677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222527 members 
Entering Unmasked Estep 
Score: -29556758.000000 Penalty: 6109.130371
	Iteration 50Q: 3 clusters Score -2.955676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222527 members 
Entering Unmasked Estep 
Score: -29556760.000000 Penalty: 6109.130371
	Iteration 51Q: 3 clusters Score -2.955676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222527 members 
Entering Unmasked Estep 
Score: -29556760.000000 Penalty: 6109.130371
	Iteration 52F: 3 clusters Score -2.955676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -182890.031250 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -182890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -180698.546875 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -180698.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -181059.500000 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -181059.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -181148.265625 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -181148.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181193.234375 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -181193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181222.250000 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -181222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -181238.296875 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -181238.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181248.890625 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -181248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181253.796875 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -181253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181257.500000 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -181257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181260.296875 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -181260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181262.359375 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -181262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181262.765625 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -181262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181262.765625 Penalty: 3590.294434
	Iteration 12F: 3 clusters Score -181262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 30436 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 32788 members 
Mstep: Class 6 contains 158704 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 13018 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 79285 members 
Mstep: Class 13 contains 110527 members 
Mstep: Class 14 contains 46407 members 
Mstep: Class 15 contains 21637 members 
Mstep: Class 16 contains 149891 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 115331 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 223417 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 19 clusters Score -1.35187e+08 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30226 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 32886 members 
Mstep: Class 6 contains 157064 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 13061 members 
Mstep: Class 11 contains 3092 members 
Mstep: Class 12 contains 79547 members 
Mstep: Class 13 contains 109020 members 
Mstep: Class 14 contains 46401 members 
Mstep: Class 15 contains 21953 members 
Mstep: Class 16 contains 150422 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 118636 members 
Mstep: Class 21 contains 43609 members 
Mstep: Class 22 contains 221865 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -1.351904e+08 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30016 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 32916 members 
Mstep: Class 6 contains 155324 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 13163 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 79754 members 
Mstep: Class 13 contains 107038 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 15 contains 22486 members 
Mstep: Class 16 contains 150864 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 122447 members 
Mstep: Class 21 contains 43881 members 
Mstep: Class 22 contains 220407 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 19 clusters Score -1.351934e+08 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29800 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 32881 members 
Mstep: Class 6 contains 153656 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 79902 members 
Mstep: Class 13 contains 104861 members 
Mstep: Class 14 contains 46312 members 
Mstep: Class 15 contains 22977 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 126435 members 
Mstep: Class 21 contains 44079 members 
Mstep: Class 22 contains 219171 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -1.351956e+08 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29605 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 32837 members 
Mstep: Class 6 contains 151869 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 13518 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 79989 members 
Mstep: Class 13 contains 102642 members 
Mstep: Class 14 contains 46263 members 
Mstep: Class 15 contains 23397 members 
Mstep: Class 16 contains 151483 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 130727 members 
Mstep: Class 21 contains 44217 members 
Mstep: Class 22 contains 218063 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -1.351987e+08 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29380 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 32784 members 
Mstep: Class 6 contains 150042 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 13690 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 80033 members 
Mstep: Class 13 contains 100271 members 
Mstep: Class 14 contains 46215 members 
Mstep: Class 15 contains 23768 members 
Mstep: Class 16 contains 151510 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 135224 members 
Mstep: Class 21 contains 44328 members 
Mstep: Class 22 contains 217329 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -1.35202e+08 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29144 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 32750 members 
Mstep: Class 6 contains 148322 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 13861 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 80041 members 
Mstep: Class 13 contains 97968 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 24082 members 
Mstep: Class 16 contains 151374 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 139637 members 
Mstep: Class 21 contains 44404 members 
Mstep: Class 22 contains 216766 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 19 clusters Score -1.352048e+08 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 32698 members 
Mstep: Class 6 contains 146668 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 14027 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 79999 members 
Mstep: Class 13 contains 95919 members 
Mstep: Class 14 contains 46195 members 
Mstep: Class 15 contains 24365 members 
Mstep: Class 16 contains 151179 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 143718 members 
Mstep: Class 21 contains 44527 members 
Mstep: Class 22 contains 216293 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -1.35207e+08 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28683 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 32614 members 
Mstep: Class 6 contains 144947 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 14224 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 12 contains 79933 members 
Mstep: Class 13 contains 94131 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 24604 members 
Mstep: Class 16 contains 151019 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 20 contains 147661 members 
Mstep: Class 21 contains 44607 members 
Mstep: Class 22 contains 215864 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -1.352096e+08 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 32553 members 
Mstep: Class 6 contains 143148 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 79855 members 
Mstep: Class 13 contains 92599 members 
Mstep: Class 14 contains 46169 members 
Mstep: Class 15 contains 24783 members 
Mstep: Class 16 contains 150778 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 151427 members 
Mstep: Class 21 contains 44656 members 
Mstep: Class 22 contains 215595 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -1.352113e+08 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 32465 members 
Mstep: Class 6 contains 141356 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 79807 members 
Mstep: Class 13 contains 91244 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 24966 members 
Mstep: Class 16 contains 150462 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 154931 members 
Mstep: Class 21 contains 44730 members 
Mstep: Class 22 contains 215423 members 
Mstep: Class 23 contains 1386 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -1.352133e+08 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 32378 members 
Mstep: Class 6 contains 139601 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 14861 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 79755 members 
Mstep: Class 13 contains 90101 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 25148 members 
Mstep: Class 16 contains 150030 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 158032 members 
Mstep: Class 21 contains 44807 members 
Mstep: Class 22 contains 215421 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -1.352156e+08 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27970 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 6 contains 137878 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 15089 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 79730 members 
Mstep: Class 13 contains 89084 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 25329 members 
Mstep: Class 16 contains 149553 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 160752 members 
Mstep: Class 21 contains 44904 members 
Mstep: Class 22 contains 215592 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 19 clusters Score -1.35218e+08 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 32205 members 
Mstep: Class 6 contains 136276 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 15341 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 79748 members 
Mstep: Class 13 contains 88033 members 
Mstep: Class 14 contains 46292 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 149004 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 163273 members 
Mstep: Class 21 contains 45034 members 
Mstep: Class 22 contains 215831 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135219088.000000 Penalty: 61823.992188
Iteration 52Q: 19 clusters Score -1.352191e+08 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27684 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 32116 members 
Mstep: Class 6 contains 134845 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 15614 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 12 contains 79796 members 
Mstep: Class 13 contains 87025 members 
Mstep: Class 14 contains 46383 members 
Mstep: Class 15 contains 25725 members 
Mstep: Class 16 contains 148348 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 165574 members 
Mstep: Class 21 contains 45202 members 
Mstep: Class 22 contains 216076 members 
Mstep: Class 23 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 19 clusters Score -1.352204e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27562 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 31972 members 
Mstep: Class 6 contains 133642 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 79820 members 
Mstep: Class 13 contains 85978 members 
Mstep: Class 14 contains 46472 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 16 contains 147594 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 167726 members 
Mstep: Class 21 contains 45343 members 
Mstep: Class 22 contains 216456 members 
Mstep: Class 23 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135222080.000000 Penalty: 61823.992188
Iteration 54Q: 19 clusters Score -1.352221e+08 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27469 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 31800 members 
Mstep: Class 6 contains 132686 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 11 contains 3426 members 
Mstep: Class 12 contains 79840 members 
Mstep: Class 13 contains 84865 members 
Mstep: Class 14 contains 46560 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 146736 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 169729 members 
Mstep: Class 21 contains 45483 members 
Mstep: Class 22 contains 216891 members 
Mstep: Class 23 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -1.35224e+08 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27320 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 31667 members 
Mstep: Class 6 contains 131924 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 16603 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 79905 members 
Mstep: Class 13 contains 83674 members 
Mstep: Class 14 contains 46660 members 
Mstep: Class 15 contains 26174 members 
Mstep: Class 16 contains 145661 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 171752 members 
Mstep: Class 21 contains 45660 members 
Mstep: Class 22 contains 217368 members 
Mstep: Class 23 contains 1384 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -1.352263e+08 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 31545 members 
Mstep: Class 6 contains 131563 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 11 contains 3444 members 
Mstep: Class 12 contains 80007 members 
Mstep: Class 13 contains 82463 members 
Mstep: Class 14 contains 46724 members 
Mstep: Class 15 contains 26309 members 
Mstep: Class 16 contains 144437 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 173664 members 
Mstep: Class 21 contains 45790 members 
Mstep: Class 22 contains 217852 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -1.352294e+08 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26845 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 31422 members 
Mstep: Class 6 contains 131703 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 17181 members 
Mstep: Class 11 contains 3448 members 
Mstep: Class 12 contains 80117 members 
Mstep: Class 13 contains 81075 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 26447 members 
Mstep: Class 16 contains 143054 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 175688 members 
Mstep: Class 21 contains 45891 members 
Mstep: Class 22 contains 218151 members 
Mstep: Class 23 contains 1384 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -1.352318e+08 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26521 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 31280 members 
Mstep: Class 6 contains 132222 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 17502 members 
Mstep: Class 11 contains 3439 members 
Mstep: Class 12 contains 80295 members 
Mstep: Class 13 contains 79672 members 
Mstep: Class 14 contains 46865 members 
Mstep: Class 15 contains 26572 members 
Mstep: Class 16 contains 141594 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 177553 members 
Mstep: Class 21 contains 46030 members 
Mstep: Class 22 contains 218255 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -1.35234e+08 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 26177 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 31130 members 
Mstep: Class 6 contains 133285 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 17826 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 80437 members 
Mstep: Class 13 contains 78295 members 
Mstep: Class 14 contains 46948 members 
Mstep: Class 15 contains 26715 members 
Mstep: Class 16 contains 139995 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 179136 members 
Mstep: Class 21 contains 46124 members 
Mstep: Class 22 contains 218300 members 
Mstep: Class 23 contains 1383 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -1.352365e+08 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25749 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 30958 members 
Mstep: Class 6 contains 134297 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 18184 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 80531 members 
Mstep: Class 13 contains 76750 members 
Mstep: Class 14 contains 46970 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 138370 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 181106 members 
Mstep: Class 21 contains 46243 members 
Mstep: Class 22 contains 218367 members 
Mstep: Class 23 contains 1384 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -1.35238e+08 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 30782 members 
Mstep: Class 6 contains 135738 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 18540 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 80619 members 
Mstep: Class 13 contains 75239 members 
Mstep: Class 14 contains 46973 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 136737 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 182548 members 
Mstep: Class 21 contains 46319 members 
Mstep: Class 22 contains 218511 members 
Mstep: Class 23 contains 1385 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -1.352399e+08 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25155 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 6 contains 137493 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 18913 members 
Mstep: Class 11 contains 3404 members 
Mstep: Class 12 contains 80707 members 
Mstep: Class 13 contains 73844 members 
Mstep: Class 14 contains 46986 members 
Mstep: Class 15 contains 27077 members 
Mstep: Class 16 contains 135021 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 183476 members 
Mstep: Class 21 contains 46374 members 
Mstep: Class 22 contains 218738 members 
Mstep: Class 23 contains 1385 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -1.352408e+08 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24950 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 30468 members 
Mstep: Class 6 contains 139461 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 80789 members 
Mstep: Class 13 contains 72558 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 27213 members 
Mstep: Class 16 contains 133369 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 183854 members 
Mstep: Class 21 contains 46453 members 
Mstep: Class 22 contains 218996 members 
Mstep: Class 23 contains 1386 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -1.352423e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24765 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 30321 members 
Mstep: Class 6 contains 141628 members 
Mstep: Class 7 contains 1504 members 
Mstep: Class 8 contains 19641 members 
Mstep: Class 11 contains 3391 members 
Mstep: Class 12 contains 80896 members 
Mstep: Class 13 contains 71313 members 
Mstep: Class 14 contains 47062 members 
Mstep: Class 15 contains 27296 members 
Mstep: Class 16 contains 131841 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 183867 members 
Mstep: Class 21 contains 46570 members 
Mstep: Class 22 contains 219215 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135242384.000000 Penalty: 61823.992188
Iteration 65Q: 19 clusters Score -1.352424e+08 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24611 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 30181 members 
Mstep: Class 6 contains 143954 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 19985 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 81013 members 
Mstep: Class 13 contains 70090 members 
Mstep: Class 14 contains 47121 members 
Mstep: Class 15 contains 27383 members 
Mstep: Class 16 contains 130373 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 183589 members 
Mstep: Class 21 contains 46701 members 
Mstep: Class 22 contains 219421 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135243376.000000 Penalty: 61823.992188
Iteration 66Q: 19 clusters Score -1.352434e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24491 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 6 contains 146228 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 20340 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 81102 members 
Mstep: Class 13 contains 68920 members 
Mstep: Class 14 contains 47146 members 
Mstep: Class 15 contains 27470 members 
Mstep: Class 16 contains 128971 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 183169 members 
Mstep: Class 21 contains 46844 members 
Mstep: Class 22 contains 219701 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135243792.000000 Penalty: 61823.992188
Iteration 67Q: 19 clusters Score -1.352438e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24409 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 29897 members 
Mstep: Class 6 contains 148469 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 8 contains 20679 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 81185 members 
Mstep: Class 13 contains 67805 members 
Mstep: Class 14 contains 47202 members 
Mstep: Class 15 contains 27562 members 
Mstep: Class 16 contains 127714 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 182661 members 
Mstep: Class 21 contains 46943 members 
Mstep: Class 22 contains 219903 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244320.000000 Penalty: 61823.992188
Iteration 68Q: 19 clusters Score -1.352443e+08 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 29758 members 
Mstep: Class 6 contains 150729 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 20992 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 81243 members 
Mstep: Class 13 contains 66767 members 
Mstep: Class 14 contains 47231 members 
Mstep: Class 15 contains 27639 members 
Mstep: Class 16 contains 126432 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 182193 members 
Mstep: Class 21 contains 47000 members 
Mstep: Class 22 contains 220104 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135244608.000000 Penalty: 61823.992188
Iteration 69Q: 19 clusters Score -1.352446e+08 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24275 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 29629 members 
Mstep: Class 6 contains 152881 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 21312 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 81274 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 47261 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 125330 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 20 contains 181678 members 
Mstep: Class 21 contains 47005 members 
Mstep: Class 22 contains 220282 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245520.000000 Penalty: 61823.992188
Iteration 70Q: 19 clusters Score -1.352455e+08 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 29529 members 
Mstep: Class 6 contains 154923 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 21603 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 81283 members 
Mstep: Class 13 contains 64924 members 
Mstep: Class 14 contains 47297 members 
Mstep: Class 15 contains 27757 members 
Mstep: Class 16 contains 124347 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 181049 members 
Mstep: Class 21 contains 47036 members 
Mstep: Class 22 contains 220471 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245648.000000 Penalty: 61823.992188
Iteration 71Q: 19 clusters Score -1.352456e+08 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24200 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 29410 members 
Mstep: Class 6 contains 156849 members 
Mstep: Class 7 contains 1513 members 
Mstep: Class 8 contains 21911 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 81287 members 
Mstep: Class 13 contains 64055 members 
Mstep: Class 14 contains 47306 members 
Mstep: Class 15 contains 27828 members 
Mstep: Class 16 contains 123516 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 180407 members 
Mstep: Class 21 contains 47073 members 
Mstep: Class 22 contains 220618 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246224.000000 Penalty: 61823.992188
Iteration 72Q: 19 clusters Score -1.352462e+08 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24187 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 29286 members 
Mstep: Class 6 contains 158608 members 
Mstep: Class 7 contains 1508 members 
Mstep: Class 8 contains 22235 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 81301 members 
Mstep: Class 13 contains 63256 members 
Mstep: Class 14 contains 47324 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 16 contains 122804 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 179813 members 
Mstep: Class 21 contains 47089 members 
Mstep: Class 22 contains 220674 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135246256.000000 Penalty: 61823.992188
Iteration 73Q: 19 clusters Score -1.352463e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24188 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 29161 members 
Mstep: Class 6 contains 160154 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 81249 members 
Mstep: Class 13 contains 62485 members 
Mstep: Class 14 contains 47332 members 
Mstep: Class 15 contains 27959 members 
Mstep: Class 16 contains 122188 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 179308 members 
Mstep: Class 21 contains 47119 members 
Mstep: Class 22 contains 220774 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245968.000000 Penalty: 61823.992188
Iteration 74Q: 19 clusters Score -1.35246e+08 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24174 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 29053 members 
Mstep: Class 6 contains 161520 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 81169 members 
Mstep: Class 13 contains 61763 members 
Mstep: Class 14 contains 47336 members 
Mstep: Class 15 contains 28009 members 
Mstep: Class 16 contains 121729 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 178861 members 
Mstep: Class 21 contains 47178 members 
Mstep: Class 22 contains 220826 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245600.000000 Penalty: 61823.992188
Iteration 75Q: 19 clusters Score -1.352456e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24167 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28939 members 
Mstep: Class 6 contains 162648 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 23193 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 81114 members 
Mstep: Class 13 contains 61128 members 
Mstep: Class 14 contains 47340 members 
Mstep: Class 15 contains 28066 members 
Mstep: Class 16 contains 121349 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 178493 members 
Mstep: Class 21 contains 47253 members 
Mstep: Class 22 contains 220823 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245616.000000 Penalty: 61823.992188
Iteration 76Q: 19 clusters Score -1.352456e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24143 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28822 members 
Mstep: Class 6 contains 163541 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 23494 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 81093 members 
Mstep: Class 13 contains 60565 members 
Mstep: Class 14 contains 47350 members 
Mstep: Class 15 contains 28132 members 
Mstep: Class 16 contains 120993 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 178259 members 
Mstep: Class 21 contains 47313 members 
Mstep: Class 22 contains 220820 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245584.000000 Penalty: 61823.992188
Iteration 77Q: 19 clusters Score -1.352456e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28724 members 
Mstep: Class 6 contains 164338 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 23763 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 81078 members 
Mstep: Class 13 contains 60084 members 
Mstep: Class 14 contains 47356 members 
Mstep: Class 15 contains 28177 members 
Mstep: Class 16 contains 120657 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 20 contains 178106 members 
Mstep: Class 21 contains 47398 members 
Mstep: Class 22 contains 220733 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135245520.000000 Penalty: 61823.992188
Iteration 78Q: 19 clusters Score -1.352455e+08 nChanged 3817
Entering ConstructFrom: 
Score: -135245520.000000 Penalty: 61823.992188
Entering ConstructFrom: 
Trying to split cluster 1 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -255018.578125 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -255018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -252383.265625 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -252383.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -253922.515625 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -253922.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255025.828125 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -255025.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -255712.109375 Penalty: 3819.795166
	Iteration 3F: 3 clusters Score -255712.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -256186.453125 Penalty: 3819.795166
	Iteration 4F: 3 clusters Score -256186.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -256610.375000 Penalty: 3819.795166
	Iteration 5Q: 3 clusters Score -256610.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -257064.828125 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -257064.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257404.593750 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -257404.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -257749.609375 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -257749.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258112.515625 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -258112.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -258234.968750 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -258235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -258245.890625 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -258245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -258255.218750 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -258255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258261.171875 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -258261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258268.203125 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -258268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258273.296875 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -258273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258275.250000 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -258275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258275.984375 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -258276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258276.375000 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -258276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258281.859375 Penalty: 3819.795166
	Iteration 19F: 3 clusters Score -258281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -258309.906250 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -258309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -258345.531250 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -258345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258395.328125 Penalty: 3819.795166
	Iteration 22Q: 3 clusters Score -258395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -258502.109375 Penalty: 3819.795166
	Iteration 23Q: 3 clusters Score -258502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -258579.531250 Penalty: 3819.795166
	Iteration 24Q: 3 clusters Score -258579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -258634.968750 Penalty: 3819.795166
	Iteration 25Q: 3 clusters Score -258635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -258723.750000 Penalty: 3819.795166
	Iteration 26Q: 3 clusters Score -258723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -259014.859375 Penalty: 3819.795166
	Iteration 27Q: 3 clusters Score -259014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -259243.468750 Penalty: 3819.795166
	Iteration 28Q: 3 clusters Score -259243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259277.671875 Penalty: 3819.795166
	Iteration 29Q: 3 clusters Score -259277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259278.984375 Penalty: 3819.795166
	Iteration 30Q: 3 clusters Score -259279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259278.984375 Penalty: 3819.795166
	Iteration 31F: 3 clusters Score -259279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28624 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 165047 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 81040 members 
Mstep: Class 13 contains 59639 members 
Mstep: Class 14 contains 47336 members 
Mstep: Class 15 contains 28211 members 
Mstep: Class 16 contains 120351 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 20 contains 177995 members 
Mstep: Class 21 contains 47487 members 
Mstep: Class 22 contains 220653 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135248256.000000 Penalty: 65258.660156
Splitting cluster 1 changes total score from -135245520.000000 to -135248256.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (24125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Entering Unmasked Estep 
Score: -3096452.250000 Penalty: 2502.569092
	Iteration 0F: 2 clusters Score -3096452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3079764.500000 Penalty: 5005.138184
	Iteration 0F: 3 clusters Score -3079764 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3085700.000000 Penalty: 5005.138184
	Iteration 1F: 3 clusters Score -3085700 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3086266.000000 Penalty: 5005.138184
	Iteration 2F: 3 clusters Score -3086266 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3086780.750000 Penalty: 5005.138184
	Iteration 3Q: 3 clusters Score -3086781 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3087323.000000 Penalty: 5005.138184
	Iteration 4Q: 3 clusters Score -3087323 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3087883.250000 Penalty: 5005.138184
	Iteration 5Q: 3 clusters Score -3087883 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3088400.000000 Penalty: 5005.138184
	Iteration 6Q: 3 clusters Score -3088400 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3088934.250000 Penalty: 5005.138184
	Iteration 7Q: 3 clusters Score -3088934 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3089500.250000 Penalty: 5005.138184
	Iteration 8Q: 3 clusters Score -3089500 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3090109.750000 Penalty: 5005.138184
	Iteration 9Q: 3 clusters Score -3090110 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3090672.250000 Penalty: 5005.138184
	Iteration 10Q: 3 clusters Score -3090672 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3091201.750000 Penalty: 5005.138184
	Iteration 11Q: 3 clusters Score -3091202 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3091765.500000 Penalty: 5005.138184
	Iteration 12Q: 3 clusters Score -3091766 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3092328.750000 Penalty: 5005.138184
	Iteration 13Q: 3 clusters Score -3092329 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3092806.000000 Penalty: 5005.138184
	Iteration 14Q: 3 clusters Score -3092806 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3093185.750000 Penalty: 5005.138184
	Iteration 15Q: 3 clusters Score -3093186 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3093472.000000 Penalty: 5005.138184
	Iteration 16Q: 3 clusters Score -3093472 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3093690.500000 Penalty: 5005.138184
	Iteration 17Q: 3 clusters Score -3093690 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3093849.000000 Penalty: 5005.138184
	Iteration 18Q: 3 clusters Score -3093849 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3093963.000000 Penalty: 5005.138184
	Iteration 19Q: 3 clusters Score -3093963 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3094045.000000 Penalty: 5005.138184
	Iteration 20F: 3 clusters Score -3094045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3094113.500000 Penalty: 5005.138184
	Iteration 21Q: 3 clusters Score -3094114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3094157.750000 Penalty: 5005.138184
	Iteration 22Q: 3 clusters Score -3094158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3094184.250000 Penalty: 5005.138184
	Iteration 23Q: 3 clusters Score -3094184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3094200.500000 Penalty: 5005.138184
	Iteration 24Q: 3 clusters Score -3094200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3094213.250000 Penalty: 5005.138184
	Iteration 25Q: 3 clusters Score -3094213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3094229.250000 Penalty: 5005.138184
	Iteration 26Q: 3 clusters Score -3094229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3094245.750000 Penalty: 5005.138184
	Iteration 27Q: 3 clusters Score -3094246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3094258.250000 Penalty: 5005.138184
	Iteration 28Q: 3 clusters Score -3094258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3094269.250000 Penalty: 5005.138184
	Iteration 29Q: 3 clusters Score -3094269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3094281.750000 Penalty: 5005.138184
	Iteration 30Q: 3 clusters Score -3094282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3094283.000000 Penalty: 5005.138184
	Iteration 31Q: 3 clusters Score -3094283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3094284.000000 Penalty: 5005.138184
	Iteration 32Q: 3 clusters Score -3094284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3094288.500000 Penalty: 5005.138184
	Iteration 33Q: 3 clusters Score -3094288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3094290.250000 Penalty: 5005.138184
	Iteration 34Q: 3 clusters Score -3094290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3094287.250000 Penalty: 5005.138184
	Iteration 35Q: 3 clusters Score -3094287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3094290.250000 Penalty: 5005.138184
	Iteration 36Q: 3 clusters Score -3094290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3094293.500000 Penalty: 5005.138184
	Iteration 37Q: 3 clusters Score -3094294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3094298.250000 Penalty: 5005.138184
	Iteration 38Q: 3 clusters Score -3094298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3094297.500000 Penalty: 5005.138184
	Iteration 39Q: 3 clusters Score -3094298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3094300.500000 Penalty: 5005.138184
	Iteration 40F: 3 clusters Score -3094300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3094301.500000 Penalty: 5005.138184
	Iteration 41Q: 3 clusters Score -3094302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3094303.500000 Penalty: 5005.138184
	Iteration 42Q: 3 clusters Score -3094304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3094303.500000 Penalty: 5005.138184
	Iteration 43F: 3 clusters Score -3094304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -81143.804688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -81143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79435.000000 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -79435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79635.375000 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -79635.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79686.140625 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -79686.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79711.906250 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -79711.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79721.835938 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -79721.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79723.148438 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -79723.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79729.296875 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -79729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79731.195312 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -79731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79734.289062 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -79734.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79737.742188 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -79737.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79742.195312 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -79742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79742.195312 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -79742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Entering Unmasked Estep 
Score: -3668396.750000 Penalty: 2544.976318
	Iteration 0F: 2 clusters Score -3668397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3648859.250000 Penalty: 5089.952637
	Iteration 0F: 3 clusters Score -3648859 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3655727.000000 Penalty: 5089.952637
	Iteration 1F: 3 clusters Score -3655727 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3656367.500000 Penalty: 5089.952637
	Iteration 2F: 3 clusters Score -3656368 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3657206.750000 Penalty: 5089.952637
	Iteration 3F: 3 clusters Score -3657207 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3658187.000000 Penalty: 5089.952637
	Iteration 4F: 3 clusters Score -3658187 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3659310.750000 Penalty: 5089.952637
	Iteration 5F: 3 clusters Score -3659311 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3660627.250000 Penalty: 5089.952637
	Iteration 6F: 3 clusters Score -3660627 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3662138.750000 Penalty: 5089.952637
	Iteration 7F: 3 clusters Score -3662139 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3663620.750000 Penalty: 5089.952637
	Iteration 8F: 3 clusters Score -3663621 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3664981.000000 Penalty: 5089.952637
	Iteration 9F: 3 clusters Score -3664981 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3666034.750000 Penalty: 5089.952637
	Iteration 10Q: 3 clusters Score -3666035 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3666679.250000 Penalty: 5089.952637
	Iteration 11Q: 3 clusters Score -3666679 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3667033.750000 Penalty: 5089.952637
	Iteration 12Q: 3 clusters Score -3667034 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3667230.500000 Penalty: 5089.952637
	Iteration 13Q: 3 clusters Score -3667230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3667323.000000 Penalty: 5089.952637
	Iteration 14Q: 3 clusters Score -3667323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3667383.000000 Penalty: 5089.952637
	Iteration 15Q: 3 clusters Score -3667383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3667407.500000 Penalty: 5089.952637
	Iteration 16Q: 3 clusters Score -3667408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3667429.000000 Penalty: 5089.952637
	Iteration 17Q: 3 clusters Score -3667429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3667439.750000 Penalty: 5089.952637
	Iteration 18Q: 3 clusters Score -3667440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3667452.750000 Penalty: 5089.952637
	Iteration 19Q: 3 clusters Score -3667453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3667453.750000 Penalty: 5089.952637
	Iteration 20F: 3 clusters Score -3667454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3667464.500000 Penalty: 5089.952637
	Iteration 21Q: 3 clusters Score -3667464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3667465.500000 Penalty: 5089.952637
	Iteration 22Q: 3 clusters Score -3667466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3667462.250000 Penalty: 5089.952637
	Iteration 23Q: 3 clusters Score -3667462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3667463.500000 Penalty: 5089.952637
	Iteration 24Q: 3 clusters Score -3667464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3667469.250000 Penalty: 5089.952637
	Iteration 25Q: 3 clusters Score -3667469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3667470.750000 Penalty: 5089.952637
	Iteration 26Q: 3 clusters Score -3667471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3667470.750000 Penalty: 5089.952637
	Iteration 27F: 3 clusters Score -3667471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Entering Unmasked Estep 
Score: -22001458.000000 Penalty: 2979.468506
	Iteration 0F: 2 clusters Score -2.200146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -21896564.000000 Penalty: 5958.937012
	Iteration 0F: 3 clusters Score -2.189656e+07 nChanged 78972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -21942938.000000 Penalty: 5958.937012
	Iteration 1F: 3 clusters Score -2.194294e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -21943882.000000 Penalty: 5958.937012
	Iteration 2Q: 3 clusters Score -2.194388e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -21944772.000000 Penalty: 5958.937012
	Iteration 3Q: 3 clusters Score -2.194477e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -21946400.000000 Penalty: 5958.937012
	Iteration 4Q: 3 clusters Score -2.19464e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -21948944.000000 Penalty: 5958.937012
	Iteration 5Q: 3 clusters Score -2.194894e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -21953656.000000 Penalty: 5958.937012
	Iteration 6F: 3 clusters Score -2.195366e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -21961336.000000 Penalty: 5958.937012
	Iteration 7F: 3 clusters Score -2.196134e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -21971854.000000 Penalty: 5958.937012
	Iteration 8F: 3 clusters Score -2.197185e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -21982094.000000 Penalty: 5958.937012
	Iteration 9F: 3 clusters Score -2.198209e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -21989586.000000 Penalty: 5958.937012
	Iteration 10F: 3 clusters Score -2.198959e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -21993794.000000 Penalty: 5958.937012
	Iteration 11Q: 3 clusters Score -2.199379e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -21996094.000000 Penalty: 5958.937012
	Iteration 12Q: 3 clusters Score -2.199609e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21997258.000000 Penalty: 5958.937012
	Iteration 13Q: 3 clusters Score -2.199726e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21997926.000000 Penalty: 5958.937012
	Iteration 14Q: 3 clusters Score -2.199793e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -21998390.000000 Penalty: 5958.937012
	Iteration 15Q: 3 clusters Score -2.199839e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163867 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21998660.000000 Penalty: 5958.937012
	Iteration 16Q: 3 clusters Score -2.199866e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21998772.000000 Penalty: 5958.937012
	Iteration 17Q: 3 clusters Score -2.199877e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21998868.000000 Penalty: 5958.937012
	Iteration 18Q: 3 clusters Score -2.199887e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21998888.000000 Penalty: 5958.937012
	Iteration 19Q: 3 clusters Score -2.199889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21998942.000000 Penalty: 5958.937012
	Iteration 20F: 3 clusters Score -2.199894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21998968.000000 Penalty: 5958.937012
	Iteration 21Q: 3 clusters Score -2.199897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21998954.000000 Penalty: 5958.937012
	Iteration 22Q: 3 clusters Score -2.199895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164330 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21998966.000000 Penalty: 5958.937012
	Iteration 23Q: 3 clusters Score -2.199897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164344 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21998982.000000 Penalty: 5958.937012
	Iteration 24Q: 3 clusters Score -2.199898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21998988.000000 Penalty: 5958.937012
	Iteration 25Q: 3 clusters Score -2.199899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21998992.000000 Penalty: 5958.937012
	Iteration 26Q: 3 clusters Score -2.199899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21998986.000000 Penalty: 5958.937012
	Iteration 27Q: 3 clusters Score -2.199899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164379 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21999004.000000 Penalty: 5958.937012
	Iteration 28Q: 3 clusters Score -2.1999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21999022.000000 Penalty: 5958.937012
	Iteration 29Q: 3 clusters Score -2.199902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164382 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21999032.000000 Penalty: 5958.937012
	Iteration 30Q: 3 clusters Score -2.199903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21999024.000000 Penalty: 5958.937012
	Iteration 31Q: 3 clusters Score -2.199902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21999012.000000 Penalty: 5958.937012
	Iteration 32Q: 3 clusters Score -2.199901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21999032.000000 Penalty: 5958.937012
	Iteration 33Q: 3 clusters Score -2.199903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21999024.000000 Penalty: 5958.937012
	Iteration 34Q: 3 clusters Score -2.199902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21999028.000000 Penalty: 5958.937012
	Iteration 35Q: 3 clusters Score -2.199903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21999026.000000 Penalty: 5958.937012
	Iteration 36Q: 3 clusters Score -2.199903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164407 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -21999022.000000 Penalty: 5958.937012
	Iteration 37Q: 3 clusters Score -2.199902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21999038.000000 Penalty: 5958.937012
	Iteration 38Q: 3 clusters Score -2.199904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21999022.000000 Penalty: 5958.937012
	Iteration 39Q: 3 clusters Score -2.199902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -21999026.000000 Penalty: 5958.937012
	Iteration 40F: 3 clusters Score -2.199903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164412 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21999026.000000 Penalty: 5958.937012
	Iteration 41Q: 3 clusters Score -2.199903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21999024.000000 Penalty: 5958.937012
	Iteration 42Q: 3 clusters Score -2.199902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164417 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21999034.000000 Penalty: 5958.937012
	Iteration 43Q: 3 clusters Score -2.199903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21999030.000000 Penalty: 5958.937012
	Iteration 44Q: 3 clusters Score -2.199903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164427 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21999032.000000 Penalty: 5958.937012
	Iteration 45Q: 3 clusters Score -2.199903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164435 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -21999060.000000 Penalty: 5958.937012
	Iteration 46Q: 3 clusters Score -2.199906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21999040.000000 Penalty: 5958.937012
	Iteration 47Q: 3 clusters Score -2.199904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -21999036.000000 Penalty: 5958.937012
	Iteration 48Q: 3 clusters Score -2.199904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -21999052.000000 Penalty: 5958.937012
	Iteration 49Q: 3 clusters Score -2.199905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21999054.000000 Penalty: 5958.937012
	Iteration 50Q: 3 clusters Score -2.199905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164450 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 5958.937012
	Iteration 51Q: 3 clusters Score -2.199905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164450 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 5958.937012
	Iteration 52Q: 3 clusters Score -2.199905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21999046.000000 Penalty: 5958.937012
	Iteration 53Q: 3 clusters Score -2.199905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 5958.937012
	Iteration 54Q: 3 clusters Score -2.199905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 5958.937012
	Iteration 55Q: 3 clusters Score -2.199905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 5958.937012
	Iteration 56F: 3 clusters Score -2.199905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -195640.593750 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -195640.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -193302.921875 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -193302.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -193632.390625 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -193632.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193730.015625 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -193730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -193769.437500 Penalty: 3626.364258
	Iteration 3Q: 3 clusters Score -193769.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -193801.593750 Penalty: 3626.364258
	Iteration 4Q: 3 clusters Score -193801.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193830.218750 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -193830.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -193860.093750 Penalty: 3626.364258
	Iteration 6Q: 3 clusters Score -193860.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193882.125000 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -193882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193893.156250 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -193893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193897.328125 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -193897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193898.671875 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -193898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -193899.687500 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -193899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -193902.812500 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -193902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -193906.343750 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -193906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -193907.890625 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -193907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193910.484375 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -193910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -193912.906250 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -193912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193913.546875 Penalty: 3626.364258
	Iteration 17Q: 3 clusters Score -193913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193913.546875 Penalty: 3626.364258
	Iteration 18F: 3 clusters Score -193913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Entering Unmasked Estep 
Score: -3165877.000000 Penalty: 2501.683350
	Iteration 0F: 2 clusters Score -3165877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3149146.000000 Penalty: 5003.366699
	Iteration 0F: 3 clusters Score -3149146 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3154814.750000 Penalty: 5003.366699
	Iteration 1F: 3 clusters Score -3154815 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3155140.750000 Penalty: 5003.366699
	Iteration 2Q: 3 clusters Score -3155141 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3155394.750000 Penalty: 5003.366699
	Iteration 3Q: 3 clusters Score -3155395 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3155619.000000 Penalty: 5003.366699
	Iteration 4Q: 3 clusters Score -3155619 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3155829.000000 Penalty: 5003.366699
	Iteration 5Q: 3 clusters Score -3155829 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3156083.500000 Penalty: 5003.366699
	Iteration 6Q: 3 clusters Score -3156084 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3156409.750000 Penalty: 5003.366699
	Iteration 7Q: 3 clusters Score -3156410 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3156889.000000 Penalty: 5003.366699
	Iteration 8Q: 3 clusters Score -3156889 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3157587.500000 Penalty: 5003.366699
	Iteration 9F: 3 clusters Score -3157588 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3158610.000000 Penalty: 5003.366699
	Iteration 10F: 3 clusters Score -3158610 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3159947.750000 Penalty: 5003.366699
	Iteration 11F: 3 clusters Score -3159948 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3161368.000000 Penalty: 5003.366699
	Iteration 12F: 3 clusters Score -3161368 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3162449.500000 Penalty: 5003.366699
	Iteration 13Q: 3 clusters Score -3162450 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3163053.750000 Penalty: 5003.366699
	Iteration 14Q: 3 clusters Score -3163054 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3163331.500000 Penalty: 5003.366699
	Iteration 15Q: 3 clusters Score -3163332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3163463.500000 Penalty: 5003.366699
	Iteration 16Q: 3 clusters Score -3163464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3163549.750000 Penalty: 5003.366699
	Iteration 17Q: 3 clusters Score -3163550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3163583.750000 Penalty: 5003.366699
	Iteration 18Q: 3 clusters Score -3163584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3163602.750000 Penalty: 5003.366699
	Iteration 19Q: 3 clusters Score -3163603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3163612.000000 Penalty: 5003.366699
	Iteration 20F: 3 clusters Score -3163612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3163621.000000 Penalty: 5003.366699
	Iteration 21Q: 3 clusters Score -3163621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3163633.250000 Penalty: 5003.366699
	Iteration 22Q: 3 clusters Score -3163633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3163640.750000 Penalty: 5003.366699
	Iteration 23Q: 3 clusters Score -3163641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3163647.750000 Penalty: 5003.366699
	Iteration 24Q: 3 clusters Score -3163648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3163650.500000 Penalty: 5003.366699
	Iteration 25Q: 3 clusters Score -3163650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3163666.250000 Penalty: 5003.366699
	Iteration 26Q: 3 clusters Score -3163666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3163676.250000 Penalty: 5003.366699
	Iteration 27Q: 3 clusters Score -3163676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3163678.500000 Penalty: 5003.366699
	Iteration 28Q: 3 clusters Score -3163678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3163679.000000 Penalty: 5003.366699
	Iteration 29Q: 3 clusters Score -3163679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3163679.000000 Penalty: 5003.366699
	Iteration 30F: 3 clusters Score -3163679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -401262.250000 Penalty: 2006.799438
	Iteration 0F: 2 clusters Score -401262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -397854.343750 Penalty: 4013.598877
	Iteration 0F: 3 clusters Score -397854.3 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -398670.937500 Penalty: 4013.598877
	Iteration 1F: 3 clusters Score -398670.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -398953.031250 Penalty: 4013.598877
	Iteration 2F: 3 clusters Score -398953 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -399183.500000 Penalty: 4013.598877
	Iteration 3F: 3 clusters Score -399183.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -399400.218750 Penalty: 4013.598877
	Iteration 4F: 3 clusters Score -399400.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -399601.843750 Penalty: 4013.598877
	Iteration 5F: 3 clusters Score -399601.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -399736.000000 Penalty: 4013.598877
	Iteration 6Q: 3 clusters Score -399736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -399832.656250 Penalty: 4013.598877
	Iteration 7Q: 3 clusters Score -399832.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -399890.375000 Penalty: 4013.598877
	Iteration 8Q: 3 clusters Score -399890.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -399941.437500 Penalty: 4013.598877
	Iteration 9Q: 3 clusters Score -399941.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -399973.593750 Penalty: 4013.598877
	Iteration 10Q: 3 clusters Score -399973.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -400003.593750 Penalty: 4013.598877
	Iteration 11Q: 3 clusters Score -400003.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -400044.812500 Penalty: 4013.598877
	Iteration 12Q: 3 clusters Score -400044.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -400078.187500 Penalty: 4013.598877
	Iteration 13Q: 3 clusters Score -400078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400113.906250 Penalty: 4013.598877
	Iteration 14Q: 3 clusters Score -400113.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -400134.281250 Penalty: 4013.598877
	Iteration 15Q: 3 clusters Score -400134.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -400152.906250 Penalty: 4013.598877
	Iteration 16Q: 3 clusters Score -400152.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -400168.843750 Penalty: 4013.598877
	Iteration 17Q: 3 clusters Score -400168.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -400181.343750 Penalty: 4013.598877
	Iteration 18Q: 3 clusters Score -400181.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -400189.500000 Penalty: 4013.598877
	Iteration 19Q: 3 clusters Score -400189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -400196.187500 Penalty: 4013.598877
	Iteration 20F: 3 clusters Score -400196.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400202.718750 Penalty: 4013.598877
	Iteration 21Q: 3 clusters Score -400202.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -400208.000000 Penalty: 4013.598877
	Iteration 22Q: 3 clusters Score -400208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -400218.406250 Penalty: 4013.598877
	Iteration 23Q: 3 clusters Score -400218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -400238.656250 Penalty: 4013.598877
	Iteration 24Q: 3 clusters Score -400238.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -400255.000000 Penalty: 4013.598877
	Iteration 25Q: 3 clusters Score -400255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -400277.406250 Penalty: 4013.598877
	Iteration 26Q: 3 clusters Score -400277.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -400298.156250 Penalty: 4013.598877
	Iteration 27Q: 3 clusters Score -400298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -400316.843750 Penalty: 4013.598877
	Iteration 28Q: 3 clusters Score -400316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -400329.562500 Penalty: 4013.598877
	Iteration 29Q: 3 clusters Score -400329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -400334.968750 Penalty: 4013.598877
	Iteration 30Q: 3 clusters Score -400335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -400342.406250 Penalty: 4013.598877
	Iteration 31Q: 3 clusters Score -400342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -400350.562500 Penalty: 4013.598877
	Iteration 32Q: 3 clusters Score -400350.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -400360.875000 Penalty: 4013.598877
	Iteration 33Q: 3 clusters Score -400360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -400366.500000 Penalty: 4013.598877
	Iteration 34Q: 3 clusters Score -400366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -400372.875000 Penalty: 4013.598877
	Iteration 35Q: 3 clusters Score -400372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -400375.343750 Penalty: 4013.598877
	Iteration 36Q: 3 clusters Score -400375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -400378.812500 Penalty: 4013.598877
	Iteration 37Q: 3 clusters Score -400378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -400380.937500 Penalty: 4013.598877
	Iteration 38Q: 3 clusters Score -400380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -400384.718750 Penalty: 4013.598877
	Iteration 39Q: 3 clusters Score -400384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -400386.468750 Penalty: 4013.598877
	Iteration 40F: 3 clusters Score -400386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -400387.718750 Penalty: 4013.598877
	Iteration 41Q: 3 clusters Score -400387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -400389.937500 Penalty: 4013.598877
	Iteration 42Q: 3 clusters Score -400389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -400390.750000 Penalty: 4013.598877
	Iteration 43Q: 3 clusters Score -400390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -400391.718750 Penalty: 4013.598877
	Iteration 44Q: 3 clusters Score -400391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -400391.187500 Penalty: 4013.598877
	Iteration 45Q: 3 clusters Score -400391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -400392.562500 Penalty: 4013.598877
	Iteration 46Q: 3 clusters Score -400392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -400392.562500 Penalty: 4013.598877
	Iteration 47F: 3 clusters Score -400392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Entering Unmasked Estep 
Score: -10849564.000000 Penalty: 2803.069092
	Iteration 0F: 2 clusters Score -1.084956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -10795005.000000 Penalty: 5606.138184
	Iteration 0F: 3 clusters Score -1.0795e+07 nChanged 38180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -10816600.000000 Penalty: 5606.138184
	Iteration 1F: 3 clusters Score -1.08166e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -10817365.000000 Penalty: 5606.138184
	Iteration 2Q: 3 clusters Score -1.081736e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -10818396.000000 Penalty: 5606.138184
	Iteration 3Q: 3 clusters Score -1.08184e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -10819853.000000 Penalty: 5606.138184
	Iteration 4Q: 3 clusters Score -1.081985e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -10822206.000000 Penalty: 5606.138184
	Iteration 5Q: 3 clusters Score -1.082221e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -10825443.000000 Penalty: 5606.138184
	Iteration 6F: 3 clusters Score -1.082544e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -10829560.000000 Penalty: 5606.138184
	Iteration 7F: 3 clusters Score -1.082956e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -10834182.000000 Penalty: 5606.138184
	Iteration 8F: 3 clusters Score -1.083418e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -10838565.000000 Penalty: 5606.138184
	Iteration 9F: 3 clusters Score -1.083856e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -10842040.000000 Penalty: 5606.138184
	Iteration 10Q: 3 clusters Score -1.084204e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -10844294.000000 Penalty: 5606.138184
	Iteration 11Q: 3 clusters Score -1.084429e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10845512.000000 Penalty: 5606.138184
	Iteration 12Q: 3 clusters Score -1.084551e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10846217.000000 Penalty: 5606.138184
	Iteration 13Q: 3 clusters Score -1.084622e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10846578.000000 Penalty: 5606.138184
	Iteration 14Q: 3 clusters Score -1.084658e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10846803.000000 Penalty: 5606.138184
	Iteration 15Q: 3 clusters Score -1.08468e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10846914.000000 Penalty: 5606.138184
	Iteration 16Q: 3 clusters Score -1.084691e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10846975.000000 Penalty: 5606.138184
	Iteration 17Q: 3 clusters Score -1.084698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10847010.000000 Penalty: 5606.138184
	Iteration 18Q: 3 clusters Score -1.084701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10847053.000000 Penalty: 5606.138184
	Iteration 19Q: 3 clusters Score -1.084705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10847088.000000 Penalty: 5606.138184
	Iteration 20F: 3 clusters Score -1.084709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10847114.000000 Penalty: 5606.138184
	Iteration 21Q: 3 clusters Score -1.084711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10847122.000000 Penalty: 5606.138184
	Iteration 22Q: 3 clusters Score -1.084712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10847115.000000 Penalty: 5606.138184
	Iteration 23Q: 3 clusters Score -1.084712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10847144.000000 Penalty: 5606.138184
	Iteration 24Q: 3 clusters Score -1.084714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10847154.000000 Penalty: 5606.138184
	Iteration 25Q: 3 clusters Score -1.084715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10847154.000000 Penalty: 5606.138184
	Iteration 26Q: 3 clusters Score -1.084715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10847162.000000 Penalty: 5606.138184
	Iteration 27Q: 3 clusters Score -1.084716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10847167.000000 Penalty: 5606.138184
	Iteration 28Q: 3 clusters Score -1.084717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10847176.000000 Penalty: 5606.138184
	Iteration 29Q: 3 clusters Score -1.084718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10847180.000000 Penalty: 5606.138184
	Iteration 30Q: 3 clusters Score -1.084718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10847181.000000 Penalty: 5606.138184
	Iteration 31Q: 3 clusters Score -1.084718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10847181.000000 Penalty: 5606.138184
	Iteration 32Q: 3 clusters Score -1.084718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10847186.000000 Penalty: 5606.138184
	Iteration 33Q: 3 clusters Score -1.084719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10847180.000000 Penalty: 5606.138184
	Iteration 34Q: 3 clusters Score -1.084718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10847180.000000 Penalty: 5606.138184
	Iteration 35F: 3 clusters Score -1.084718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Entering Unmasked Estep 
Score: -8005671.500000 Penalty: 2727.024170
	Iteration 0F: 2 clusters Score -8005672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -7965582.500000 Penalty: 5454.048340
	Iteration 0F: 3 clusters Score -7965582 nChanged 27845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7981580 nChanged 2544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7982498 nChanged 2628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7983562 nChanged 2818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7984821 nChanged 2875
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7986272 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7987950 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7989752 nChanged 2944
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7991524 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7993316 nChanged 2642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7994760.500000 Penalty: 5454.048340
	Iteration 10Q: 3 clusters Score -7994760 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7995803 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7996418 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7996735.500000 Penalty: 5454.048340
	Iteration 13Q: 3 clusters Score -7996736 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -7997013.000000 Penalty: 5454.048340
	Iteration 14Q: 3 clusters Score -7997013 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -7997229.500000 Penalty: 5454.048340
	Iteration 15Q: 3 clusters Score -7997230 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7997362 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7997557 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -7997705.500000 Penalty: 5454.048340
	Iteration 18Q: 3 clusters Score -7997706 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7997864 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -7998004.500000 Penalty: 5454.048340
	Iteration 20F: 3 clusters Score -7998004 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -7998118.000000 Penalty: 5454.048340
	Iteration 21Q: 3 clusters Score -7998118 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -7998283.000000 Penalty: 5454.048340
	Iteration 22Q: 3 clusters Score -7998283 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -7998450.000000 Penalty: 5454.048340
	Iteration 23Q: 3 clusters Score -7998450 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -7998602.000000 Penalty: 5454.048340
	Iteration 24Q: 3 clusters Score -7998602 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -7998760.500000 Penalty: 5454.048340
	Iteration 25Q: 3 clusters Score -7998760 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -7998915.000000 Penalty: 5454.048340
	Iteration 26Q: 3 clusters Score -7998915 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -7999105.500000 Penalty: 5454.048340
	Iteration 27Q: 3 clusters Score -7999106 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -7999275.000000 Penalty: 5454.048340
	Iteration 28Q: 3 clusters Score -7999275 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -7999450.500000 Penalty: 5454.048340
	Iteration 29Q: 3 clusters Score -7999450 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -7999619.500000 Penalty: 5454.048340
	Iteration 30Q: 3 clusters Score -7999620 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -7999801.000000 Penalty: 5454.048340
	Iteration 31Q: 3 clusters Score -7999801 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -7999944.000000 Penalty: 5454.048340
	Iteration 32Q: 3 clusters Score -7999944 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -8000135.500000 Penalty: 5454.048340
	Iteration 33Q: 3 clusters Score -8000136 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -8000338.500000 Penalty: 5454.048340
	Iteration 34Q: 3 clusters Score -8000338 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -8000571.500000 Penalty: 5454.048340
	Iteration 35Q: 3 clusters Score -8000572 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -8000808.000000 Penalty: 5454.048340
	Iteration 36Q: 3 clusters Score -8000808 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -8001037.500000 Penalty: 5454.048340
	Iteration 37Q: 3 clusters Score -8001038 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -8001271.500000 Penalty: 5454.048340
	Iteration 38Q: 3 clusters Score -8001272 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -8001463.000000 Penalty: 5454.048340
	Iteration 39Q: 3 clusters Score -8001463 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -8001710.500000 Penalty: 5454.048340
	Iteration 40F: 3 clusters Score -8001710 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -8001887.500000 Penalty: 5454.048340
	Iteration 41Q: 3 clusters Score -8001888 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -8002061.500000 Penalty: 5454.048340
	Iteration 42Q: 3 clusters Score -8002062 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -8002191.000000 Penalty: 5454.048340
	Iteration 43Q: 3 clusters Score -8002191 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -8002324.500000 Penalty: 5454.048340
	Iteration 44Q: 3 clusters Score -8002324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -8002485.500000 Penalty: 5454.048340
	Iteration 45Q: 3 clusters Score -8002486 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -8002614.000000 Penalty: 5454.048340
	Iteration 46Q: 3 clusters Score -8002614 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -8002708.000000 Penalty: 5454.048340
	Iteration 47Q: 3 clusters Score -8002708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -8002790.000000 Penalty: 5454.048340
	Iteration 48Q: 3 clusters Score -8002790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -8002846.500000 Penalty: 5454.048340
	Iteration 49Q: 3 clusters Score -8002846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -8002930.000000 Penalty: 5454.048340
	Iteration 50Q: 3 clusters Score -8002930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -8002967.500000 Penalty: 5454.048340
	Iteration 51Q: 3 clusters Score -8002968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -8003027.000000 Penalty: 5454.048340
	Iteration 52Q: 3 clusters Score -8003027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -8003092.500000 Penalty: 5454.048340
	Iteration 53Q: 3 clusters Score -8003092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -8003113.000000 Penalty: 5454.048340
	Iteration 54Q: 3 clusters Score -8003113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -8003162.000000 Penalty: 5454.048340
	Iteration 55Q: 3 clusters Score -8003162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -8003190.500000 Penalty: 5454.048340
	Iteration 56Q: 3 clusters Score -8003190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -8003216.500000 Penalty: 5454.048340
	Iteration 57Q: 3 clusters Score -8003216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -8003221.500000 Penalty: 5454.048340
	Iteration 58Q: 3 clusters Score -8003222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -8003238.000000 Penalty: 5454.048340
	Iteration 59Q: 3 clusters Score -8003238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -8003253.000000 Penalty: 5454.048340
	Iteration 60F: 3 clusters Score -8003253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -8003265.000000 Penalty: 5454.048340
	Iteration 61Q: 3 clusters Score -8003265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -8003278.000000 Penalty: 5454.048340
	Iteration 62Q: 3 clusters Score -8003278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -8003285.000000 Penalty: 5454.048340
	Iteration 63Q: 3 clusters Score -8003285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -8003296.000000 Penalty: 5454.048340
	Iteration 64Q: 3 clusters Score -8003296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -8003292.500000 Penalty: 5454.048340
	Iteration 65Q: 3 clusters Score -8003292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -8003296.000000 Penalty: 5454.048340
	Iteration 66Q: 3 clusters Score -8003296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -8003301.000000 Penalty: 5454.048340
	Iteration 67Q: 3 clusters Score -8003301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -8003301.000000 Penalty: 5454.048340
	Iteration 68Q: 3 clusters Score -8003301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -8003301.000000 Penalty: 5454.048340
	Iteration 69Q: 3 clusters Score -8003301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -8003299.500000 Penalty: 5454.048340
	Iteration 70Q: 3 clusters Score -8003300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -8003306.000000 Penalty: 5454.048340
	Iteration 71Q: 3 clusters Score -8003306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -8003303.500000 Penalty: 5454.048340
	Iteration 72Q: 3 clusters Score -8003304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -8003303.500000 Penalty: 5454.048340
	Iteration 73Q: 3 clusters Score -8003304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -8003310.500000 Penalty: 5454.048340
	Iteration 74Q: 3 clusters Score -8003310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -8003313.500000 Penalty: 5454.048340
	Iteration 75Q: 3 clusters Score -8003314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -8003316.000000 Penalty: 5454.048340
	Iteration 76Q: 3 clusters Score -8003316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -8003319.000000 Penalty: 5454.048340
	Iteration 77Q: 3 clusters Score -8003319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -8003319.500000 Penalty: 5454.048340
	Iteration 78Q: 3 clusters Score -8003320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -8003318.500000 Penalty: 5454.048340
	Iteration 79Q: 3 clusters Score -8003318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -8003322.500000 Penalty: 5454.048340
	Iteration 80F: 3 clusters Score -8003322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -8003325.500000 Penalty: 5454.048340
	Iteration 81Q: 3 clusters Score -8003326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -8003331.500000 Penalty: 5454.048340
	Iteration 82Q: 3 clusters Score -8003332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -8003336.500000 Penalty: 5454.048340
	Iteration 83Q: 3 clusters Score -8003336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -8003345.500000 Penalty: 5454.048340
	Iteration 84Q: 3 clusters Score -8003346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -8003349.500000 Penalty: 5454.048340
	Iteration 85Q: 3 clusters Score -8003350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -8003354.000000 Penalty: 5454.048340
	Iteration 86Q: 3 clusters Score -8003354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -8003356.000000 Penalty: 5454.048340
	Iteration 87Q: 3 clusters Score -8003356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -8003356.000000 Penalty: 5454.048340
	Iteration 88F: 3 clusters Score -8003356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47336 members 
Entering Unmasked Estep 
Score: -6368700.500000 Penalty: 2669.726562
	Iteration 0F: 2 clusters Score -6368700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6336674.000000 Penalty: 5339.453125
	Iteration 0F: 3 clusters Score -6336674 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -6348909.500000 Penalty: 5339.453125
	Iteration 1F: 3 clusters Score -6348910 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -6349498.500000 Penalty: 5339.453125
	Iteration 2Q: 3 clusters Score -6349498 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -6350286.000000 Penalty: 5339.453125
	Iteration 3Q: 3 clusters Score -6350286 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -6351502.500000 Penalty: 5339.453125
	Iteration 4F: 3 clusters Score -6351502 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -6353374.500000 Penalty: 5339.453125
	Iteration 5F: 3 clusters Score -6353374 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6356252.000000 Penalty: 5339.453125
	Iteration 6F: 3 clusters Score -6356252 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -6359857.000000 Penalty: 5339.453125
	Iteration 7F: 3 clusters Score -6359857 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6362936.500000 Penalty: 5339.453125
	Iteration 8F: 3 clusters Score -6362936 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6364803.500000 Penalty: 5339.453125
	Iteration 9Q: 3 clusters Score -6364804 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6365737.500000 Penalty: 5339.453125
	Iteration 10Q: 3 clusters Score -6365738 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6366114.000000 Penalty: 5339.453125
	Iteration 11Q: 3 clusters Score -6366114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6366257.000000 Penalty: 5339.453125
	Iteration 12Q: 3 clusters Score -6366257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6366344.500000 Penalty: 5339.453125
	Iteration 13Q: 3 clusters Score -6366344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6366390.500000 Penalty: 5339.453125
	Iteration 14Q: 3 clusters Score -6366390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6366430.000000 Penalty: 5339.453125
	Iteration 15Q: 3 clusters Score -6366430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6366496.500000 Penalty: 5339.453125
	Iteration 16Q: 3 clusters Score -6366496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6366531.500000 Penalty: 5339.453125
	Iteration 17Q: 3 clusters Score -6366532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6366572.000000 Penalty: 5339.453125
	Iteration 18Q: 3 clusters Score -6366572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6366585.500000 Penalty: 5339.453125
	Iteration 19Q: 3 clusters Score -6366586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6366592.500000 Penalty: 5339.453125
	Iteration 20F: 3 clusters Score -6366592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6366594.000000 Penalty: 5339.453125
	Iteration 21Q: 3 clusters Score -6366594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6366606.000000 Penalty: 5339.453125
	Iteration 22Q: 3 clusters Score -6366606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6366610.000000 Penalty: 5339.453125
	Iteration 23Q: 3 clusters Score -6366610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6366618.000000 Penalty: 5339.453125
	Iteration 24Q: 3 clusters Score -6366618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6366619.500000 Penalty: 5339.453125
	Iteration 25Q: 3 clusters Score -6366620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6366621.500000 Penalty: 5339.453125
	Iteration 26Q: 3 clusters Score -6366622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6366635.500000 Penalty: 5339.453125
	Iteration 27Q: 3 clusters Score -6366636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6366650.500000 Penalty: 5339.453125
	Iteration 28Q: 3 clusters Score -6366650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6366655.500000 Penalty: 5339.453125
	Iteration 29Q: 3 clusters Score -6366656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6366651.000000 Penalty: 5339.453125
	Iteration 30Q: 3 clusters Score -6366651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6366654.000000 Penalty: 5339.453125
	Iteration 31Q: 3 clusters Score -6366654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6366649.000000 Penalty: 5339.453125
	Iteration 32Q: 3 clusters Score -6366649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6366649.000000 Penalty: 5339.453125
	Iteration 33F: 3 clusters Score -6366649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Entering Unmasked Estep 
Score: -3799984.500000 Penalty: 2541.371826
	Iteration 0F: 2 clusters Score -3799984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3780528.500000 Penalty: 5082.743652
	Iteration 0F: 3 clusters Score -3780528 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3787434.250000 Penalty: 5082.743652
	Iteration 1F: 3 clusters Score -3787434 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3787851.250000 Penalty: 5082.743652
	Iteration 2Q: 3 clusters Score -3787851 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3788205.250000 Penalty: 5082.743652
	Iteration 3Q: 3 clusters Score -3788205 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3788602.500000 Penalty: 5082.743652
	Iteration 4Q: 3 clusters Score -3788602 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3789084.500000 Penalty: 5082.743652
	Iteration 5Q: 3 clusters Score -3789084 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3789815.000000 Penalty: 5082.743652
	Iteration 6Q: 3 clusters Score -3789815 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3790806.750000 Penalty: 5082.743652
	Iteration 7F: 3 clusters Score -3790807 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3792213.000000 Penalty: 5082.743652
	Iteration 8F: 3 clusters Score -3792213 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3793894.500000 Penalty: 5082.743652
	Iteration 9F: 3 clusters Score -3793894 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3795470.500000 Penalty: 5082.743652
	Iteration 10F: 3 clusters Score -3795470 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3796534.750000 Penalty: 5082.743652
	Iteration 11Q: 3 clusters Score -3796535 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3797146.750000 Penalty: 5082.743652
	Iteration 12Q: 3 clusters Score -3797147 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3797434.000000 Penalty: 5082.743652
	Iteration 13Q: 3 clusters Score -3797434 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3797564.500000 Penalty: 5082.743652
	Iteration 14Q: 3 clusters Score -3797564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3797630.500000 Penalty: 5082.743652
	Iteration 15Q: 3 clusters Score -3797630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3797673.250000 Penalty: 5082.743652
	Iteration 16Q: 3 clusters Score -3797673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3797714.750000 Penalty: 5082.743652
	Iteration 17Q: 3 clusters Score -3797715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3797750.500000 Penalty: 5082.743652
	Iteration 18Q: 3 clusters Score -3797750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3797766.000000 Penalty: 5082.743652
	Iteration 19Q: 3 clusters Score -3797766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3797781.250000 Penalty: 5082.743652
	Iteration 20F: 3 clusters Score -3797781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3797798.250000 Penalty: 5082.743652
	Iteration 21Q: 3 clusters Score -3797798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3797810.250000 Penalty: 5082.743652
	Iteration 22Q: 3 clusters Score -3797810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3797813.750000 Penalty: 5082.743652
	Iteration 23Q: 3 clusters Score -3797814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3797814.750000 Penalty: 5082.743652
	Iteration 24Q: 3 clusters Score -3797815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3797815.000000 Penalty: 5082.743652
	Iteration 25Q: 3 clusters Score -3797815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3797816.250000 Penalty: 5082.743652
	Iteration 26Q: 3 clusters Score -3797816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3797817.500000 Penalty: 5082.743652
	Iteration 27Q: 3 clusters Score -3797818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3797820.000000 Penalty: 5082.743652
	Iteration 28Q: 3 clusters Score -3797820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3797820.000000 Penalty: 5082.743652
	Iteration 29F: 3 clusters Score -3797820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Entering Unmasked Estep 
Score: -16047075.000000 Penalty: 2901.145508
	Iteration 0F: 2 clusters Score -1.604708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -15966737.000000 Penalty: 5802.291016
	Iteration 0F: 3 clusters Score -1.596674e+07 nChanged 57025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -15999601.000000 Penalty: 5802.291016
	Iteration 1F: 3 clusters Score -1.59996e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -16000613.000000 Penalty: 5802.291016
	Iteration 2Q: 3 clusters Score -1.600061e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -16002071.000000 Penalty: 5802.291016
	Iteration 3Q: 3 clusters Score -1.600207e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -16004489.000000 Penalty: 5802.291016
	Iteration 4Q: 3 clusters Score -1.600449e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -16009101.000000 Penalty: 5802.291016
	Iteration 5F: 3 clusters Score -1.60091e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -16016617.000000 Penalty: 5802.291016
	Iteration 6F: 3 clusters Score -1.601662e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -16026317.000000 Penalty: 5802.291016
	Iteration 7F: 3 clusters Score -1.602632e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -16035151.000000 Penalty: 5802.291016
	Iteration 8F: 3 clusters Score -1.603515e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -16040350.000000 Penalty: 5802.291016
	Iteration 9Q: 3 clusters Score -1.604035e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -16042442.000000 Penalty: 5802.291016
	Iteration 10Q: 3 clusters Score -1.604244e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -16043239.000000 Penalty: 5802.291016
	Iteration 11Q: 3 clusters Score -1.604324e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -16043655.000000 Penalty: 5802.291016
	Iteration 12Q: 3 clusters Score -1.604366e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -16043885.000000 Penalty: 5802.291016
	Iteration 13Q: 3 clusters Score -1.604388e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -16044035.000000 Penalty: 5802.291016
	Iteration 14Q: 3 clusters Score -1.604404e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -16044180.000000 Penalty: 5802.291016
	Iteration 15Q: 3 clusters Score -1.604418e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -16044276.000000 Penalty: 5802.291016
	Iteration 16Q: 3 clusters Score -1.604428e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -16044343.000000 Penalty: 5802.291016
	Iteration 17Q: 3 clusters Score -1.604434e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -16044389.000000 Penalty: 5802.291016
	Iteration 18Q: 3 clusters Score -1.604439e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -16044420.000000 Penalty: 5802.291016
	Iteration 19Q: 3 clusters Score -1.604442e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -16044445.000000 Penalty: 5802.291016
	Iteration 20F: 3 clusters Score -1.604444e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -16044522.000000 Penalty: 5802.291016
	Iteration 21Q: 3 clusters Score -1.604452e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -16044602.000000 Penalty: 5802.291016
	Iteration 22Q: 3 clusters Score -1.60446e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -16044625.000000 Penalty: 5802.291016
	Iteration 23Q: 3 clusters Score -1.604462e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -16044677.000000 Penalty: 5802.291016
	Iteration 24Q: 3 clusters Score -1.604468e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -16044672.000000 Penalty: 5802.291016
	Iteration 25Q: 3 clusters Score -1.604467e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -16044700.000000 Penalty: 5802.291016
	Iteration 26Q: 3 clusters Score -1.60447e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -16044721.000000 Penalty: 5802.291016
	Iteration 27Q: 3 clusters Score -1.604472e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116952 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -16044779.000000 Penalty: 5802.291016
	Iteration 28Q: 3 clusters Score -1.604478e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117060 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -16044768.000000 Penalty: 5802.291016
	Iteration 29Q: 3 clusters Score -1.604477e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -16044822.000000 Penalty: 5802.291016
	Iteration 30Q: 3 clusters Score -1.604482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117229 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -16044838.000000 Penalty: 5802.291016
	Iteration 31Q: 3 clusters Score -1.604484e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -16044831.000000 Penalty: 5802.291016
	Iteration 32Q: 3 clusters Score -1.604483e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -16044834.000000 Penalty: 5802.291016
	Iteration 33Q: 3 clusters Score -1.604483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16044835.000000 Penalty: 5802.291016
	Iteration 34Q: 3 clusters Score -1.604484e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16044863.000000 Penalty: 5802.291016
	Iteration 35Q: 3 clusters Score -1.604486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -16044841.000000 Penalty: 5802.291016
	Iteration 36Q: 3 clusters Score -1.604484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -16044857.000000 Penalty: 5802.291016
	Iteration 37Q: 3 clusters Score -1.604486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117607 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -16044863.000000 Penalty: 5802.291016
	Iteration 38Q: 3 clusters Score -1.604486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -16044865.000000 Penalty: 5802.291016
	Iteration 39Q: 3 clusters Score -1.604486e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -16044873.000000 Penalty: 5802.291016
	Iteration 40F: 3 clusters Score -1.604487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -16044870.000000 Penalty: 5802.291016
	Iteration 41Q: 3 clusters Score -1.604487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117766 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -16044881.000000 Penalty: 5802.291016
	Iteration 42Q: 3 clusters Score -1.604488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -16044859.000000 Penalty: 5802.291016
	Iteration 43Q: 3 clusters Score -1.604486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16044868.000000 Penalty: 5802.291016
	Iteration 44Q: 3 clusters Score -1.604487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16044868.000000 Penalty: 5802.291016
	Iteration 45Q: 3 clusters Score -1.604487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -16044859.000000 Penalty: 5802.291016
	Iteration 46Q: 3 clusters Score -1.604486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -16044871.000000 Penalty: 5802.291016
	Iteration 47Q: 3 clusters Score -1.604487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -16044865.000000 Penalty: 5802.291016
	Iteration 48Q: 3 clusters Score -1.604486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -16044883.000000 Penalty: 5802.291016
	Iteration 49Q: 3 clusters Score -1.604488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -16044885.000000 Penalty: 5802.291016
	Iteration 50Q: 3 clusters Score -1.604488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -16044877.000000 Penalty: 5802.291016
	Iteration 51Q: 3 clusters Score -1.604488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -16044877.000000 Penalty: 5802.291016
	Iteration 52Q: 3 clusters Score -1.604488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -16044880.000000 Penalty: 5802.291016
	Iteration 53Q: 3 clusters Score -1.604488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16044885.000000 Penalty: 5802.291016
	Iteration 54Q: 3 clusters Score -1.604488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -16044882.000000 Penalty: 5802.291016
	Iteration 55Q: 3 clusters Score -1.604488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -16044886.000000 Penalty: 5802.291016
	Iteration 56Q: 3 clusters Score -1.604489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -16044886.000000 Penalty: 5802.291016
	Iteration 57F: 3 clusters Score -1.604489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -108247.187500 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -108247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106575.351562 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -106575.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107551.476562 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -107551.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108974.937500 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -108974.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -109565.585938 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -109565.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -110221.812500 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -110221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110528.523438 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -110528.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -110903.656250 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -110903.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -111083.710938 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -111083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -111172.593750 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -111172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -111183.812500 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -111183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -111185.796875 Penalty: 3407.546387
	Iteration 10F: 3 clusters Score -111185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -111197.328125 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -111197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -111197.328125 Penalty: 3407.546387
	Iteration 12F: 3 clusters Score -111197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28624 members 
Mstep: Class 5 contains 881 members 
Mstep: Class 6 contains 165047 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 81040 members 
Mstep: Class 13 contains 59639 members 
Mstep: Class 14 contains 47336 members 
Mstep: Class 15 contains 28211 members 
Mstep: Class 16 contains 120351 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 20 contains 177995 members 
Mstep: Class 21 contains 47487 members 
Mstep: Class 22 contains 220653 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135249360.000000 Penalty: 68693.328125
Splitting cluster 18 changes total score from -135245520.000000 to -135249360.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 20 (177995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177995 members 
Entering Unmasked Estep 
Score: -23736082.000000 Penalty: 2998.198730
	Iteration 0F: 2 clusters Score -2.373608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -23625348.000000 Penalty: 5996.397461
	Iteration 0F: 3 clusters Score -2.362535e+07 nChanged 85189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -23675740.000000 Penalty: 5996.397461
	Iteration 1F: 3 clusters Score -2.367574e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -23677064.000000 Penalty: 5996.397461
	Iteration 2Q: 3 clusters Score -2.367706e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -23679004.000000 Penalty: 5996.397461
	Iteration 3Q: 3 clusters Score -2.3679e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -23681796.000000 Penalty: 5996.397461
	Iteration 4Q: 3 clusters Score -2.36818e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -23686130.000000 Penalty: 5996.397461
	Iteration 5F: 3 clusters Score -2.368613e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 119934 members 
Entering Unmasked Estep 
Score: -23693300.000000 Penalty: 5996.397461
	Iteration 6F: 3 clusters Score -2.36933e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -23703082.000000 Penalty: 5996.397461
	Iteration 7F: 3 clusters Score -2.370308e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -23713808.000000 Penalty: 5996.397461
	Iteration 8F: 3 clusters Score -2.371381e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -23722394.000000 Penalty: 5996.397461
	Iteration 9F: 3 clusters Score -2.372239e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -23727534.000000 Penalty: 5996.397461
	Iteration 10Q: 3 clusters Score -2.372753e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 164880 members 
Entering Unmasked Estep 
Score: -23730110.000000 Penalty: 5996.397461
	Iteration 11Q: 3 clusters Score -2.373011e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -23731438.000000 Penalty: 5996.397461
	Iteration 12Q: 3 clusters Score -2.373144e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -23731986.000000 Penalty: 5996.397461
	Iteration 13Q: 3 clusters Score -2.373199e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -23732520.000000 Penalty: 5996.397461
	Iteration 14Q: 3 clusters Score -2.373252e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -23732820.000000 Penalty: 5996.397461
	Iteration 15Q: 3 clusters Score -2.373282e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -23733214.000000 Penalty: 5996.397461
	Iteration 16Q: 3 clusters Score -2.373321e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 172097 members 
Entering Unmasked Estep 
Score: -23733424.000000 Penalty: 5996.397461
	Iteration 17Q: 3 clusters Score -2.373342e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 172621 members 
Entering Unmasked Estep 
Score: -23733574.000000 Penalty: 5996.397461
	Iteration 18Q: 3 clusters Score -2.373357e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 173062 members 
Entering Unmasked Estep 
Score: -23733752.000000 Penalty: 5996.397461
	Iteration 19Q: 3 clusters Score -2.373375e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -23733920.000000 Penalty: 5996.397461
	Iteration 20F: 3 clusters Score -2.373392e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 173800 members 
Entering Unmasked Estep 
Score: -23734090.000000 Penalty: 5996.397461
	Iteration 21Q: 3 clusters Score -2.373409e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 174071 members 
Entering Unmasked Estep 
Score: -23734062.000000 Penalty: 5996.397461
	Iteration 22Q: 3 clusters Score -2.373406e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -23734138.000000 Penalty: 5996.397461
	Iteration 23Q: 3 clusters Score -2.373414e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -23734196.000000 Penalty: 5996.397461
	Iteration 24Q: 3 clusters Score -2.37342e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -23734250.000000 Penalty: 5996.397461
	Iteration 25Q: 3 clusters Score -2.373425e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 174892 members 
Entering Unmasked Estep 
Score: -23734266.000000 Penalty: 5996.397461
	Iteration 26Q: 3 clusters Score -2.373427e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 175033 members 
Entering Unmasked Estep 
Score: -23734294.000000 Penalty: 5996.397461
	Iteration 27Q: 3 clusters Score -2.373429e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -23734372.000000 Penalty: 5996.397461
	Iteration 28Q: 3 clusters Score -2.373437e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 175251 members 
Entering Unmasked Estep 
Score: -23734382.000000 Penalty: 5996.397461
	Iteration 29Q: 3 clusters Score -2.373438e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -23734410.000000 Penalty: 5996.397461
	Iteration 30Q: 3 clusters Score -2.373441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 175414 members 
Entering Unmasked Estep 
Score: -23734398.000000 Penalty: 5996.397461
	Iteration 31Q: 3 clusters Score -2.37344e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -23734436.000000 Penalty: 5996.397461
	Iteration 32Q: 3 clusters Score -2.373444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 175513 members 
Entering Unmasked Estep 
Score: -23734408.000000 Penalty: 5996.397461
	Iteration 33Q: 3 clusters Score -2.373441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -23734408.000000 Penalty: 5996.397461
	Iteration 34Q: 3 clusters Score -2.373441e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 175592 members 
Entering Unmasked Estep 
Score: -23734436.000000 Penalty: 5996.397461
	Iteration 35Q: 3 clusters Score -2.373444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -23734394.000000 Penalty: 5996.397461
	Iteration 36Q: 3 clusters Score -2.373439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -23734388.000000 Penalty: 5996.397461
	Iteration 37Q: 3 clusters Score -2.373439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -23734404.000000 Penalty: 5996.397461
	Iteration 38Q: 3 clusters Score -2.37344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -23734430.000000 Penalty: 5996.397461
	Iteration 39Q: 3 clusters Score -2.373443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -23734438.000000 Penalty: 5996.397461
	Iteration 40F: 3 clusters Score -2.373444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -23734448.000000 Penalty: 5996.397461
	Iteration 41Q: 3 clusters Score -2.373445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 175762 members 
Entering Unmasked Estep 
Score: -23734434.000000 Penalty: 5996.397461
	Iteration 42Q: 3 clusters Score -2.373443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -23734434.000000 Penalty: 5996.397461
	Iteration 43Q: 3 clusters Score -2.373443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -23734420.000000 Penalty: 5996.397461
	Iteration 44Q: 3 clusters Score -2.373442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -23734402.000000 Penalty: 5996.397461
	Iteration 45Q: 3 clusters Score -2.37344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 175812 members 
Entering Unmasked Estep 
Score: -23734412.000000 Penalty: 5996.397461
	Iteration 46Q: 3 clusters Score -2.373441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -23734412.000000 Penalty: 5996.397461
	Iteration 47Q: 3 clusters Score -2.373441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -23734426.000000 Penalty: 5996.397461
	Iteration 48Q: 3 clusters Score -2.373443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 175848 members 
Entering Unmasked Estep 
Score: -23734422.000000 Penalty: 5996.397461
	Iteration 49Q: 3 clusters Score -2.373442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 175858 members 
Entering Unmasked Estep 
Score: -23734422.000000 Penalty: 5996.397461
	Iteration 50Q: 3 clusters Score -2.373442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -23734424.000000 Penalty: 5996.397461
	Iteration 51Q: 3 clusters Score -2.373442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 175889 members 
Entering Unmasked Estep 
Score: -23734428.000000 Penalty: 5996.397461
	Iteration 52Q: 3 clusters Score -2.373443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 175904 members 
Entering Unmasked Estep 
Score: -23734444.000000 Penalty: 5996.397461
	Iteration 53Q: 3 clusters Score -2.373444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 175914 members 
Entering Unmasked Estep 
Score: -23734452.000000 Penalty: 5996.397461
	Iteration 54Q: 3 clusters Score -2.373445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -23734438.000000 Penalty: 5996.397461
	Iteration 55Q: 3 clusters Score -2.373444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 175928 members 
Entering Unmasked Estep 
Score: -23734438.000000 Penalty: 5996.397461
	Iteration 56Q: 3 clusters Score -2.373444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -23734432.000000 Penalty: 5996.397461
	Iteration 57Q: 3 clusters Score -2.373443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -23734448.000000 Penalty: 5996.397461
	Iteration 58Q: 3 clusters Score -2.373445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -23734434.000000 Penalty: 5996.397461
	Iteration 59Q: 3 clusters Score -2.373443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 175948 members 
Entering Unmasked Estep 
Score: -23734426.000000 Penalty: 5996.397461
	Iteration 60F: 3 clusters Score -2.373443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -23734430.000000 Penalty: 5996.397461
	Iteration 61Q: 3 clusters Score -2.373443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -23734438.000000 Penalty: 5996.397461
	Iteration 62Q: 3 clusters Score -2.373444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -23734438.000000 Penalty: 5996.397461
	Iteration 63F: 3 clusters Score -2.373444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Entering Unmasked Estep 
Score: -6366517.000000 Penalty: 2670.516357
	Iteration 0F: 2 clusters Score -6366517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6334551.500000 Penalty: 5341.032715
	Iteration 0F: 3 clusters Score -6334552 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6346789.000000 Penalty: 5341.032715
	Iteration 1F: 3 clusters Score -6346789 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6347435.000000 Penalty: 5341.032715
	Iteration 2Q: 3 clusters Score -6347435 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -6348112.500000 Penalty: 5341.032715
	Iteration 3Q: 3 clusters Score -6348112 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6348810.500000 Penalty: 5341.032715
	Iteration 4Q: 3 clusters Score -6348810 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6349739.000000 Penalty: 5341.032715
	Iteration 5Q: 3 clusters Score -6349739 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -6351017.000000 Penalty: 5341.032715
	Iteration 6F: 3 clusters Score -6351017 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -6352838.500000 Penalty: 5341.032715
	Iteration 7F: 3 clusters Score -6352838 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -6355375.500000 Penalty: 5341.032715
	Iteration 8F: 3 clusters Score -6355376 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -6358266.000000 Penalty: 5341.032715
	Iteration 9F: 3 clusters Score -6358266 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6360763.000000 Penalty: 5341.032715
	Iteration 10F: 3 clusters Score -6360763 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -6362003.500000 Penalty: 5341.032715
	Iteration 11Q: 3 clusters Score -6362004 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -6362524.000000 Penalty: 5341.032715
	Iteration 12Q: 3 clusters Score -6362524 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6362756.000000 Penalty: 5341.032715
	Iteration 13Q: 3 clusters Score -6362756 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -6362982.500000 Penalty: 5341.032715
	Iteration 14Q: 3 clusters Score -6362982 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6363105.500000 Penalty: 5341.032715
	Iteration 15Q: 3 clusters Score -6363106 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -6363237.000000 Penalty: 5341.032715
	Iteration 16Q: 3 clusters Score -6363237 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -6363354.500000 Penalty: 5341.032715
	Iteration 17Q: 3 clusters Score -6363354 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -6363464.500000 Penalty: 5341.032715
	Iteration 18Q: 3 clusters Score -6363464 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6363597.000000 Penalty: 5341.032715
	Iteration 19Q: 3 clusters Score -6363597 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -6363723.500000 Penalty: 5341.032715
	Iteration 20F: 3 clusters Score -6363724 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -6363855.500000 Penalty: 5341.032715
	Iteration 21Q: 3 clusters Score -6363856 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6363986.500000 Penalty: 5341.032715
	Iteration 22Q: 3 clusters Score -6363986 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -6364062.500000 Penalty: 5341.032715
	Iteration 23Q: 3 clusters Score -6364062 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6364142.000000 Penalty: 5341.032715
	Iteration 24Q: 3 clusters Score -6364142 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -6364208.500000 Penalty: 5341.032715
	Iteration 25Q: 3 clusters Score -6364208 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6364295.500000 Penalty: 5341.032715
	Iteration 26Q: 3 clusters Score -6364296 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -6364391.000000 Penalty: 5341.032715
	Iteration 27Q: 3 clusters Score -6364391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -6364474.500000 Penalty: 5341.032715
	Iteration 28Q: 3 clusters Score -6364474 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -6364522.500000 Penalty: 5341.032715
	Iteration 29Q: 3 clusters Score -6364522 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6364556.000000 Penalty: 5341.032715
	Iteration 30Q: 3 clusters Score -6364556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -6364598.000000 Penalty: 5341.032715
	Iteration 31Q: 3 clusters Score -6364598 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -6364653.000000 Penalty: 5341.032715
	Iteration 32Q: 3 clusters Score -6364653 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -6364693.000000 Penalty: 5341.032715
	Iteration 33Q: 3 clusters Score -6364693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -6364714.000000 Penalty: 5341.032715
	Iteration 34Q: 3 clusters Score -6364714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6364729.000000 Penalty: 5341.032715
	Iteration 35Q: 3 clusters Score -6364729 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6364736.500000 Penalty: 5341.032715
	Iteration 36Q: 3 clusters Score -6364736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -6364771.500000 Penalty: 5341.032715
	Iteration 37Q: 3 clusters Score -6364772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -6364772.000000 Penalty: 5341.032715
	Iteration 38Q: 3 clusters Score -6364772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6364792.500000 Penalty: 5341.032715
	Iteration 39Q: 3 clusters Score -6364792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -6364799.000000 Penalty: 5341.032715
	Iteration 40F: 3 clusters Score -6364799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6364828.500000 Penalty: 5341.032715
	Iteration 41Q: 3 clusters Score -6364828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -6364841.000000 Penalty: 5341.032715
	Iteration 42Q: 3 clusters Score -6364841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6364845.500000 Penalty: 5341.032715
	Iteration 43Q: 3 clusters Score -6364846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6364868.500000 Penalty: 5341.032715
	Iteration 44Q: 3 clusters Score -6364868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -6364899.000000 Penalty: 5341.032715
	Iteration 45Q: 3 clusters Score -6364899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6364913.000000 Penalty: 5341.032715
	Iteration 46Q: 3 clusters Score -6364913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -6364907.000000 Penalty: 5341.032715
	Iteration 47Q: 3 clusters Score -6364907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -6364911.500000 Penalty: 5341.032715
	Iteration 48Q: 3 clusters Score -6364912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6364921.500000 Penalty: 5341.032715
	Iteration 49Q: 3 clusters Score -6364922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -6364929.500000 Penalty: 5341.032715
	Iteration 50Q: 3 clusters Score -6364930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -6364935.500000 Penalty: 5341.032715
	Iteration 51Q: 3 clusters Score -6364936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -6364922.500000 Penalty: 5341.032715
	Iteration 52Q: 3 clusters Score -6364922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -6364926.000000 Penalty: 5341.032715
	Iteration 53Q: 3 clusters Score -6364926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6364958.000000 Penalty: 5341.032715
	Iteration 54Q: 3 clusters Score -6364958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6364977.000000 Penalty: 5341.032715
	Iteration 55Q: 3 clusters Score -6364977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -6364991.500000 Penalty: 5341.032715
	Iteration 56Q: 3 clusters Score -6364992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6365005.500000 Penalty: 5341.032715
	Iteration 57Q: 3 clusters Score -6365006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -6365015.000000 Penalty: 5341.032715
	Iteration 58Q: 3 clusters Score -6365015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6365027.000000 Penalty: 5341.032715
	Iteration 59Q: 3 clusters Score -6365027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6365029.000000 Penalty: 5341.032715
	Iteration 60F: 3 clusters Score -6365029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6365045.500000 Penalty: 5341.032715
	Iteration 61Q: 3 clusters Score -6365046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6365049.000000 Penalty: 5341.032715
	Iteration 62Q: 3 clusters Score -6365049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6365049.500000 Penalty: 5341.032715
	Iteration 63Q: 3 clusters Score -6365050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6365049.000000 Penalty: 5341.032715
	Iteration 64Q: 3 clusters Score -6365049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6365046.500000 Penalty: 5341.032715
	Iteration 65Q: 3 clusters Score -6365046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6365042.500000 Penalty: 5341.032715
	Iteration 66Q: 3 clusters Score -6365042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -6365045.500000 Penalty: 5341.032715
	Iteration 67Q: 3 clusters Score -6365046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6365038.000000 Penalty: 5341.032715
	Iteration 68Q: 3 clusters Score -6365038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6365051.000000 Penalty: 5341.032715
	Iteration 69Q: 3 clusters Score -6365051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -6365057.500000 Penalty: 5341.032715
	Iteration 70Q: 3 clusters Score -6365058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6365062.500000 Penalty: 5341.032715
	Iteration 71Q: 3 clusters Score -6365062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -6365060.000000 Penalty: 5341.032715
	Iteration 72Q: 3 clusters Score -6365060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6365063.500000 Penalty: 5341.032715
	Iteration 73Q: 3 clusters Score -6365064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -6365062.500000 Penalty: 5341.032715
	Iteration 74Q: 3 clusters Score -6365062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -6365061.000000 Penalty: 5341.032715
	Iteration 75Q: 3 clusters Score -6365061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -6365055.500000 Penalty: 5341.032715
	Iteration 76Q: 3 clusters Score -6365056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -6365053.000000 Penalty: 5341.032715
	Iteration 77Q: 3 clusters Score -6365053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -6365049.500000 Penalty: 5341.032715
	Iteration 78Q: 3 clusters Score -6365050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -6365048.000000 Penalty: 5341.032715
	Iteration 79Q: 3 clusters Score -6365048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -6365061.000000 Penalty: 5341.032715
	Iteration 80F: 3 clusters Score -6365061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -6365057.500000 Penalty: 5341.032715
	Iteration 81Q: 3 clusters Score -6365058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -6365055.500000 Penalty: 5341.032715
	Iteration 82Q: 3 clusters Score -6365056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6365066.000000 Penalty: 5341.032715
	Iteration 83Q: 3 clusters Score -6365066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6365066.500000 Penalty: 5341.032715
	Iteration 84Q: 3 clusters Score -6365066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6365056.500000 Penalty: 5341.032715
	Iteration 85Q: 3 clusters Score -6365056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -6365053.000000 Penalty: 5341.032715
	Iteration 86Q: 3 clusters Score -6365053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -6365061.500000 Penalty: 5341.032715
	Iteration 87Q: 3 clusters Score -6365062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -6365054.500000 Penalty: 5341.032715
	Iteration 88Q: 3 clusters Score -6365054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6365066.000000 Penalty: 5341.032715
	Iteration 89Q: 3 clusters Score -6365066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6365065.000000 Penalty: 5341.032715
	Iteration 90Q: 3 clusters Score -6365065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6365063.500000 Penalty: 5341.032715
	Iteration 91Q: 3 clusters Score -6365064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6365066.000000 Penalty: 5341.032715
	Iteration 92Q: 3 clusters Score -6365066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6365068.500000 Penalty: 5341.032715
	Iteration 93Q: 3 clusters Score -6365068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -6365068.000000 Penalty: 5341.032715
	Iteration 94Q: 3 clusters Score -6365068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6365071.500000 Penalty: 5341.032715
	Iteration 95Q: 3 clusters Score -6365072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -6365076.000000 Penalty: 5341.032715
	Iteration 96Q: 3 clusters Score -6365076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6365073.500000 Penalty: 5341.032715
	Iteration 97Q: 3 clusters Score -6365074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6365073.500000 Penalty: 5341.032715
	Iteration 98F: 3 clusters Score -6365074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (220653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Entering Unmasked Estep 
Score: -29243768.000000 Penalty: 3051.478027
	Iteration 0F: 2 clusters Score -2.924377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -29108268.000000 Penalty: 6102.956055
	Iteration 0F: 3 clusters Score -2.910827e+07 nChanged 106569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -29170328.000000 Penalty: 6102.956055
	Iteration 1F: 3 clusters Score -2.917033e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -29171672.000000 Penalty: 6102.956055
	Iteration 2Q: 3 clusters Score -2.917167e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124223 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -29173142.000000 Penalty: 6102.956055
	Iteration 3Q: 3 clusters Score -2.917314e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132131 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -29176146.000000 Penalty: 6102.956055
	Iteration 4Q: 3 clusters Score -2.917615e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -29181966.000000 Penalty: 6102.956055
	Iteration 5F: 3 clusters Score -2.918197e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -29192452.000000 Penalty: 6102.956055
	Iteration 6F: 3 clusters Score -2.919245e+07 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180084 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -29208542.000000 Penalty: 6102.956055
	Iteration 7F: 3 clusters Score -2.920854e+07 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199378 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -29224942.000000 Penalty: 6102.956055
	Iteration 8F: 3 clusters Score -2.922494e+07 nChanged 13109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212485 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -29234566.000000 Penalty: 6102.956055
	Iteration 9F: 3 clusters Score -2.923457e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218133 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -29238788.000000 Penalty: 6102.956055
	Iteration 10Q: 3 clusters Score -2.923879e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219764 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -29240248.000000 Penalty: 6102.956055
	Iteration 11Q: 3 clusters Score -2.924025e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220174 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -29240712.000000 Penalty: 6102.956055
	Iteration 12Q: 3 clusters Score -2.924071e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29240920.000000 Penalty: 6102.956055
	Iteration 13Q: 3 clusters Score -2.924092e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29240972.000000 Penalty: 6102.956055
	Iteration 14Q: 3 clusters Score -2.924097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29241004.000000 Penalty: 6102.956055
	Iteration 15Q: 3 clusters Score -2.9241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29241042.000000 Penalty: 6102.956055
	Iteration 16Q: 3 clusters Score -2.924104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220379 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29241084.000000 Penalty: 6102.956055
	Iteration 17Q: 3 clusters Score -2.924108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220376 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29241082.000000 Penalty: 6102.956055
	Iteration 18Q: 3 clusters Score -2.924108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220376 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29241108.000000 Penalty: 6102.956055
	Iteration 19Q: 3 clusters Score -2.924111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220373 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29241102.000000 Penalty: 6102.956055
	Iteration 20F: 3 clusters Score -2.92411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220378 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29241112.000000 Penalty: 6102.956055
	Iteration 21Q: 3 clusters Score -2.924111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220381 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29241104.000000 Penalty: 6102.956055
	Iteration 22Q: 3 clusters Score -2.92411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220385 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29241116.000000 Penalty: 6102.956055
	Iteration 23Q: 3 clusters Score -2.924112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220388 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29241114.000000 Penalty: 6102.956055
	Iteration 24Q: 3 clusters Score -2.924111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29241128.000000 Penalty: 6102.956055
	Iteration 25Q: 3 clusters Score -2.924113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220394 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29241134.000000 Penalty: 6102.956055
	Iteration 26Q: 3 clusters Score -2.924113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220392 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29241132.000000 Penalty: 6102.956055
	Iteration 27Q: 3 clusters Score -2.924113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29241132.000000 Penalty: 6102.956055
	Iteration 28Q: 3 clusters Score -2.924113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29241132.000000 Penalty: 6102.956055
	Iteration 29F: 3 clusters Score -2.924113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -182636.109375 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -182636.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180417.296875 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -180417.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180756.734375 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -180756.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180837.609375 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -180837.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180885.703125 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -180885.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180910.312500 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -180910.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180937.078125 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -180937.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -180956.906250 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -180956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180965.640625 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -180965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180973.765625 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -180973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180979.375000 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -180979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -180987.156250 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -180987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180995.343750 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -180995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180997.843750 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -180997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180997.968750 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -180998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180997.968750 Penalty: 3589.581299
	Iteration 14F: 3 clusters Score -180998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24125 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28624 members 
Mstep: Class 6 contains 165047 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 24039 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 81040 members 
Mstep: Class 13 contains 59639 members 
Mstep: Class 14 contains 47336 members 
Mstep: Class 15 contains 28211 members 
Mstep: Class 16 contains 120351 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 20 contains 177995 members 
Mstep: Class 21 contains 47487 members 
Mstep: Class 22 contains 220653 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249552.000000 Penalty: 68693.328125
Iteration 79Q: 21 clusters Score -1.352496e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24118 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 878 members 
Mstep: Class 6 contains 165643 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 8 contains 24327 members 
Mstep: Class 9 contains 810 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 81032 members 
Mstep: Class 13 contains 59248 members 
Mstep: Class 14 contains 47336 members 
Mstep: Class 15 contains 28245 members 
Mstep: Class 16 contains 120115 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 20 contains 177894 members 
Mstep: Class 21 contains 47532 members 
Mstep: Class 22 contains 220530 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135249488.000000 Penalty: 68693.328125
Iteration 80F: 21 clusters Score -1.352495e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24118 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 28446 members 
Mstep: Class 5 contains 879 members 
Mstep: Class 6 contains 166143 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 24596 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 81016 members 
Mstep: Class 13 contains 58875 members 
Mstep: Class 14 contains 47351 members 
Mstep: Class 15 contains 28276 members 
Mstep: Class 16 contains 119899 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 20 contains 177803 members 
Mstep: Class 21 contains 47615 members 
Mstep: Class 22 contains 220418 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135250112.000000 Penalty: 68693.328125
Iteration 81Q: 21 clusters Score -1.352501e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24126 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 28352 members 
Mstep: Class 5 contains 880 members 
Mstep: Class 6 contains 166560 members 
Mstep: Class 7 contains 1493 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 80988 members 
Mstep: Class 13 contains 58532 members 
Mstep: Class 14 contains 47378 members 
Mstep: Class 15 contains 28302 members 
Mstep: Class 16 contains 119784 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 20 contains 177676 members 
Mstep: Class 21 contains 47659 members 
Mstep: Class 22 contains 220338 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135250512.000000 Penalty: 68693.328125
Iteration 82Q: 21 clusters Score -1.352505e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24144 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 28276 members 
Mstep: Class 5 contains 886 members 
Mstep: Class 6 contains 166923 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 25147 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 80987 members 
Mstep: Class 13 contains 58214 members 
Mstep: Class 14 contains 47397 members 
Mstep: Class 15 contains 28321 members 
Mstep: Class 16 contains 119664 members 
Mstep: Class 18 contains 143 members 
Mstep: Class 20 contains 177603 members 
Mstep: Class 21 contains 47684 members 
Mstep: Class 22 contains 220228 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -1.352506e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24145 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 28203 members 
Mstep: Class 5 contains 890 members 
Mstep: Class 6 contains 167250 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 25398 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 80997 members 
Mstep: Class 13 contains 57916 members 
Mstep: Class 14 contains 47404 members 
Mstep: Class 15 contains 28342 members 
Mstep: Class 16 contains 119579 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177552 members 
Mstep: Class 21 contains 47698 members 
Mstep: Class 22 contains 220120 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -1.352507e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24143 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 28145 members 
Mstep: Class 5 contains 898 members 
Mstep: Class 6 contains 167509 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 25625 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 81007 members 
Mstep: Class 13 contains 57637 members 
Mstep: Class 14 contains 47406 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 119532 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177465 members 
Mstep: Class 21 contains 47733 members 
Mstep: Class 22 contains 220067 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -1.352507e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 24149 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 28108 members 
Mstep: Class 5 contains 909 members 
Mstep: Class 6 contains 167708 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 25804 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 81029 members 
Mstep: Class 13 contains 57372 members 
Mstep: Class 14 contains 47397 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 119524 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177407 members 
Mstep: Class 21 contains 47764 members 
Mstep: Class 22 contains 220008 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -1.352509e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 24158 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 28071 members 
Mstep: Class 5 contains 930 members 
Mstep: Class 6 contains 167905 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 25980 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 81077 members 
Mstep: Class 13 contains 57155 members 
Mstep: Class 14 contains 47400 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 119534 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177356 members 
Mstep: Class 21 contains 47775 members 
Mstep: Class 22 contains 219866 members 
Mstep: Class 23 contains 1393 members 
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Iteration 87Q: 21 clusters Score -1.352512e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24170 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 28024 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 168060 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 26144 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 81072 members 
Mstep: Class 13 contains 56927 members 
Mstep: Class 14 contains 47391 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 119588 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177295 members 
Mstep: Class 21 contains 47791 members 
Mstep: Class 22 contains 219817 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.352517e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24177 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27975 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 168198 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 26297 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 81070 members 
Mstep: Class 13 contains 56729 members 
Mstep: Class 14 contains 47390 members 
Mstep: Class 15 contains 28375 members 
Mstep: Class 16 contains 119675 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177206 members 
Mstep: Class 21 contains 47794 members 
Mstep: Class 22 contains 219771 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -1.352528e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24186 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27921 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 168294 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 26438 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 81059 members 
Mstep: Class 13 contains 56568 members 
Mstep: Class 14 contains 47385 members 
Mstep: Class 15 contains 28374 members 
Mstep: Class 16 contains 119765 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 177122 members 
Mstep: Class 21 contains 47807 members 
Mstep: Class 22 contains 219744 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -1.352531e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24202 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27870 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 168385 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 26576 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 81035 members 
Mstep: Class 13 contains 56428 members 
Mstep: Class 14 contains 47358 members 
Mstep: Class 15 contains 28377 members 
Mstep: Class 16 contains 119904 members 
Mstep: Class 18 contains 145 members 
Mstep: Class 20 contains 177076 members 
Mstep: Class 21 contains 47815 members 
Mstep: Class 22 contains 219645 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -1.352531e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27838 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 168489 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 26696 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 80994 members 
Mstep: Class 13 contains 56303 members 
Mstep: Class 14 contains 47343 members 
Mstep: Class 15 contains 28381 members 
Mstep: Class 16 contains 120085 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 20 contains 177016 members 
Mstep: Class 21 contains 47829 members 
Mstep: Class 22 contains 219497 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -1.352532e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24218 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27801 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 168597 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 80981 members 
Mstep: Class 13 contains 56198 members 
Mstep: Class 14 contains 47324 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 120235 members 
Mstep: Class 18 contains 146 members 
Mstep: Class 20 contains 176941 members 
Mstep: Class 21 contains 47845 members 
Mstep: Class 22 contains 219365 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -1.352533e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27768 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168680 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 26887 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 11 contains 3127 members 
Mstep: Class 12 contains 80966 members 
Mstep: Class 13 contains 56104 members 
Mstep: Class 14 contains 47311 members 
Mstep: Class 15 contains 28380 members 
Mstep: Class 16 contains 120397 members 
Mstep: Class 18 contains 147 members 
Mstep: Class 20 contains 176850 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 219268 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -1.352532e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27746 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168739 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 26966 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 80946 members 
Mstep: Class 13 contains 56038 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 15 contains 28397 members 
Mstep: Class 16 contains 120558 members 
Mstep: Class 18 contains 147 members 
Mstep: Class 20 contains 176748 members 
Mstep: Class 21 contains 47851 members 
Mstep: Class 22 contains 219157 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.352533e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24256 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27719 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168757 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 27040 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 11 contains 3115 members 
Mstep: Class 12 contains 80943 members 
Mstep: Class 13 contains 55974 members 
Mstep: Class 14 contains 47293 members 
Mstep: Class 15 contains 28406 members 
Mstep: Class 16 contains 120748 members 
Mstep: Class 18 contains 147 members 
Mstep: Class 20 contains 176665 members 
Mstep: Class 21 contains 47858 members 
Mstep: Class 22 contains 219037 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -1.352534e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24266 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27694 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168807 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 27120 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 80906 members 
Mstep: Class 13 contains 55891 members 
Mstep: Class 14 contains 47277 members 
Mstep: Class 15 contains 28413 members 
Mstep: Class 16 contains 120945 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 20 contains 176584 members 
Mstep: Class 21 contains 47860 members 
Mstep: Class 22 contains 218940 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.352535e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27671 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168898 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 27193 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 11 contains 3091 members 
Mstep: Class 12 contains 80886 members 
Mstep: Class 13 contains 55806 members 
Mstep: Class 14 contains 47257 members 
Mstep: Class 15 contains 28412 members 
Mstep: Class 16 contains 121180 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 176480 members 
Mstep: Class 21 contains 47852 members 
Mstep: Class 22 contains 218807 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.352536e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24282 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27643 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168942 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27272 members 
Mstep: Class 9 contains 1063 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 12 contains 80873 members 
Mstep: Class 13 contains 55737 members 
Mstep: Class 14 contains 47243 members 
Mstep: Class 15 contains 28409 members 
Mstep: Class 16 contains 121448 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 20 contains 176381 members 
Mstep: Class 21 contains 47832 members 
Mstep: Class 22 contains 218667 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.352536e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24278 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27616 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168970 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27350 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 12 contains 80849 members 
Mstep: Class 13 contains 55656 members 
Mstep: Class 14 contains 47231 members 
Mstep: Class 15 contains 28416 members 
Mstep: Class 16 contains 121698 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 176302 members 
Mstep: Class 21 contains 47832 members 
Mstep: Class 22 contains 218535 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.352537e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24282 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27595 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168971 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27404 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 80832 members 
Mstep: Class 13 contains 55585 members 
Mstep: Class 14 contains 47228 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 121996 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 176203 members 
Mstep: Class 21 contains 47832 members 
Mstep: Class 22 contains 218385 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.352534e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24284 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27575 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168972 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27451 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 80801 members 
Mstep: Class 13 contains 55505 members 
Mstep: Class 14 contains 47217 members 
Mstep: Class 15 contains 28423 members 
Mstep: Class 16 contains 122335 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 176066 members 
Mstep: Class 21 contains 47830 members 
Mstep: Class 22 contains 218273 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.352536e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27561 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168983 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27499 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 80760 members 
Mstep: Class 13 contains 55430 members 
Mstep: Class 14 contains 47217 members 
Mstep: Class 15 contains 28424 members 
Mstep: Class 16 contains 122685 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175907 members 
Mstep: Class 21 contains 47833 members 
Mstep: Class 22 contains 218152 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -1.352536e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27548 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168984 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3074 members 
Mstep: Class 12 contains 80725 members 
Mstep: Class 13 contains 55348 members 
Mstep: Class 14 contains 47211 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 123090 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175751 members 
Mstep: Class 21 contains 47818 members 
Mstep: Class 22 contains 218011 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -1.352537e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24299 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27536 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168955 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 27587 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 80691 members 
Mstep: Class 13 contains 55267 members 
Mstep: Class 14 contains 47201 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 123541 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175582 members 
Mstep: Class 21 contains 47795 members 
Mstep: Class 22 contains 217852 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -1.352538e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24312 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27516 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168947 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 80658 members 
Mstep: Class 13 contains 55199 members 
Mstep: Class 14 contains 47185 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 123992 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175425 members 
Mstep: Class 21 contains 47781 members 
Mstep: Class 22 contains 217658 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -1.352535e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24328 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27500 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168915 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 27705 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 80617 members 
Mstep: Class 13 contains 55127 members 
Mstep: Class 14 contains 47177 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 124509 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175225 members 
Mstep: Class 21 contains 47774 members 
Mstep: Class 22 contains 217443 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -1.352535e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24334 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27482 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168874 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 27776 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3053 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 55058 members 
Mstep: Class 14 contains 47161 members 
Mstep: Class 15 contains 28434 members 
Mstep: Class 16 contains 125082 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 175027 members 
Mstep: Class 21 contains 47746 members 
Mstep: Class 22 contains 217223 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -1.352539e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24348 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27457 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168846 members 
Mstep: Class 7 contains 1487 members 
Mstep: Class 8 contains 27840 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 80514 members 
Mstep: Class 13 contains 54995 members 
Mstep: Class 14 contains 47163 members 
Mstep: Class 15 contains 28428 members 
Mstep: Class 16 contains 125615 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 174800 members 
Mstep: Class 21 contains 47723 members 
Mstep: Class 22 contains 217042 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -1.352541e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24349 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27440 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168777 members 
Mstep: Class 7 contains 1487 members 
Mstep: Class 8 contains 27894 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 80463 members 
Mstep: Class 13 contains 54941 members 
Mstep: Class 14 contains 47160 members 
Mstep: Class 15 contains 28426 members 
Mstep: Class 16 contains 126145 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 174596 members 
Mstep: Class 21 contains 47694 members 
Mstep: Class 22 contains 216885 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253968.000000 Penalty: 68693.328125
Iteration 110Q: 21 clusters Score -1.35254e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24356 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27421 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168711 members 
Mstep: Class 7 contains 1486 members 
Mstep: Class 8 contains 27959 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3047 members 
Mstep: Class 12 contains 80421 members 
Mstep: Class 13 contains 54895 members 
Mstep: Class 14 contains 47147 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 126732 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 174358 members 
Mstep: Class 21 contains 47663 members 
Mstep: Class 22 contains 216675 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135253904.000000 Penalty: 68693.328125
Iteration 111Q: 21 clusters Score -1.352539e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24381 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27391 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168635 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 28036 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 80385 members 
Mstep: Class 13 contains 54841 members 
Mstep: Class 14 contains 47135 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 127345 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 174172 members 
Mstep: Class 21 contains 47640 members 
Mstep: Class 22 contains 216384 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254208.000000 Penalty: 68693.328125
Iteration 112Q: 21 clusters Score -1.352542e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24393 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27365 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168518 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 28116 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3041 members 
Mstep: Class 12 contains 80357 members 
Mstep: Class 13 contains 54785 members 
Mstep: Class 14 contains 47113 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 128025 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 173972 members 
Mstep: Class 21 contains 47606 members 
Mstep: Class 22 contains 216108 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254704.000000 Penalty: 68693.328125
Iteration 113Q: 21 clusters Score -1.352547e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24412 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27338 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168415 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 28195 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 80305 members 
Mstep: Class 13 contains 54716 members 
Mstep: Class 14 contains 47092 members 
Mstep: Class 15 contains 28412 members 
Mstep: Class 16 contains 128757 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 173755 members 
Mstep: Class 21 contains 47569 members 
Mstep: Class 22 contains 215815 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254640.000000 Penalty: 68693.328125
Iteration 114Q: 21 clusters Score -1.352546e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24418 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27308 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168304 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 28272 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 80244 members 
Mstep: Class 13 contains 54629 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 28394 members 
Mstep: Class 16 contains 129534 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 173547 members 
Mstep: Class 21 contains 47522 members 
Mstep: Class 22 contains 215537 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254624.000000 Penalty: 68693.328125
Iteration 115Q: 21 clusters Score -1.352546e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24427 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 168155 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 28353 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3030 members 
Mstep: Class 12 contains 80157 members 
Mstep: Class 13 contains 54534 members 
Mstep: Class 14 contains 47070 members 
Mstep: Class 15 contains 28389 members 
Mstep: Class 16 contains 130377 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 173317 members 
Mstep: Class 21 contains 47482 members 
Mstep: Class 22 contains 215261 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254528.000000 Penalty: 68693.328125
Iteration 116Q: 21 clusters Score -1.352545e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24436 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27237 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167972 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 28435 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 80094 members 
Mstep: Class 13 contains 54459 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 28369 members 
Mstep: Class 16 contains 131240 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 173070 members 
Mstep: Class 21 contains 47424 members 
Mstep: Class 22 contains 214981 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254416.000000 Penalty: 68693.328125
Iteration 117Q: 21 clusters Score -1.352544e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24462 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167788 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28511 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 80024 members 
Mstep: Class 13 contains 54376 members 
Mstep: Class 14 contains 47063 members 
Mstep: Class 15 contains 28340 members 
Mstep: Class 16 contains 132164 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172792 members 
Mstep: Class 21 contains 47374 members 
Mstep: Class 22 contains 214703 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254192.000000 Penalty: 68693.328125
Iteration 118Q: 21 clusters Score -1.352542e+08 nChanged 1935
Entering ConstructFrom: 
Score: -135254192.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 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 524 members 
Entering Unmasked Estep 
Score: -118843.703125 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118843.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119264.085938 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119264.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119574.289062 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119574.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120026.476562 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -120026.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120213.210938 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120213.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120311.078125 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120311.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120421.492188 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120421.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -120574.257812 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120574.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120656.500000 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120656.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -120726.554688 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -120756.632812 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -120787.539062 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -120801.062500 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120823.453125 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -120842.929688 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -120869.851562 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -120892.398438 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -120892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -120917.828125 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -120917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -120931.429688 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -120931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -120952.007812 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -120952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120962.117188 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -120962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -120966.140625 Penalty: 3425.750488
	Iteration 21Q: 3 clusters Score -120966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -120966.140625 Penalty: 3425.750488
	Iteration 22F: 3 clusters Score -120966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167593 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28590 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 79939 members 
Mstep: Class 13 contains 54300 members 
Mstep: Class 14 contains 47046 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 133064 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 47330 members 
Mstep: Class 22 contains 214408 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135252528.000000 Penalty: 72127.992188
Splitting cluster 1 changes total score from -135254192.000000 to -135252528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (24482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Entering Unmasked Estep 
Score: -3140320.500000 Penalty: 2506.212158
	Iteration 0F: 2 clusters Score -3140320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3123446.500000 Penalty: 5012.424316
	Iteration 0F: 3 clusters Score -3123446 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3129347.000000 Penalty: 5012.424316
	Iteration 1F: 3 clusters Score -3129347 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3129712.000000 Penalty: 5012.424316
	Iteration 2Q: 3 clusters Score -3129712 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3130021.000000 Penalty: 5012.424316
	Iteration 3Q: 3 clusters Score -3130021 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3130284.750000 Penalty: 5012.424316
	Iteration 4Q: 3 clusters Score -3130285 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3130576.250000 Penalty: 5012.424316
	Iteration 5Q: 3 clusters Score -3130576 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3130851.750000 Penalty: 5012.424316
	Iteration 6Q: 3 clusters Score -3130852 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3131222.500000 Penalty: 5012.424316
	Iteration 7Q: 3 clusters Score -3131222 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3131673.000000 Penalty: 5012.424316
	Iteration 8Q: 3 clusters Score -3131673 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3132216.000000 Penalty: 5012.424316
	Iteration 9Q: 3 clusters Score -3132216 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3132991.000000 Penalty: 5012.424316
	Iteration 10Q: 3 clusters Score -3132991 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3133886.250000 Penalty: 5012.424316
	Iteration 11F: 3 clusters Score -3133886 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3134936.250000 Penalty: 5012.424316
	Iteration 12F: 3 clusters Score -3134936 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3135879.750000 Penalty: 5012.424316
	Iteration 13Q: 3 clusters Score -3135880 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3136630.250000 Penalty: 5012.424316
	Iteration 14Q: 3 clusters Score -3136630 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3137163.250000 Penalty: 5012.424316
	Iteration 15Q: 3 clusters Score -3137163 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3137504.500000 Penalty: 5012.424316
	Iteration 16Q: 3 clusters Score -3137504 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3137710.250000 Penalty: 5012.424316
	Iteration 17Q: 3 clusters Score -3137710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3137825.500000 Penalty: 5012.424316
	Iteration 18Q: 3 clusters Score -3137826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3137935.500000 Penalty: 5012.424316
	Iteration 19Q: 3 clusters Score -3137936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3138006.000000 Penalty: 5012.424316
	Iteration 20F: 3 clusters Score -3138006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3138063.750000 Penalty: 5012.424316
	Iteration 21Q: 3 clusters Score -3138064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3138092.500000 Penalty: 5012.424316
	Iteration 22Q: 3 clusters Score -3138092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3138107.000000 Penalty: 5012.424316
	Iteration 23Q: 3 clusters Score -3138107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3138123.500000 Penalty: 5012.424316
	Iteration 24Q: 3 clusters Score -3138124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3138132.500000 Penalty: 5012.424316
	Iteration 25Q: 3 clusters Score -3138132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3138137.750000 Penalty: 5012.424316
	Iteration 26Q: 3 clusters Score -3138138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3138143.000000 Penalty: 5012.424316
	Iteration 27Q: 3 clusters Score -3138143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3138154.500000 Penalty: 5012.424316
	Iteration 28Q: 3 clusters Score -3138154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3138165.750000 Penalty: 5012.424316
	Iteration 29Q: 3 clusters Score -3138166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3138169.250000 Penalty: 5012.424316
	Iteration 30Q: 3 clusters Score -3138169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3138174.250000 Penalty: 5012.424316
	Iteration 31Q: 3 clusters Score -3138174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3138175.500000 Penalty: 5012.424316
	Iteration 32Q: 3 clusters Score -3138176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3138178.500000 Penalty: 5012.424316
	Iteration 33Q: 3 clusters Score -3138178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3138178.500000 Penalty: 5012.424316
	Iteration 34Q: 3 clusters Score -3138178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3138178.500000 Penalty: 5012.424316
	Iteration 35F: 3 clusters Score -3138178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -80764.546875 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -80764.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79110.859375 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -79110.86 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79291.203125 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -79291.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79334.898438 Penalty: 3213.340576
	Iteration 2Q: 3 clusters Score -79334.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79359.718750 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -79359.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79371.351562 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -79371.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79378.265625 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -79378.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79384.554688 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -79384.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79387.140625 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -79387.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79388.710938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -79388.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79388.710938 Penalty: 3213.340576
	Iteration 9F: 3 clusters Score -79388.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Entering Unmasked Estep 
Score: -3479971.750000 Penalty: 2531.974365
	Iteration 0F: 2 clusters Score -3479972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3461146.750000 Penalty: 5063.948730
	Iteration 0F: 3 clusters Score -3461147 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3467915.000000 Penalty: 5063.948730
	Iteration 1F: 3 clusters Score -3467915 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3468523.500000 Penalty: 5063.948730
	Iteration 2F: 3 clusters Score -3468524 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3469232.000000 Penalty: 5063.948730
	Iteration 3F: 3 clusters Score -3469232 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3470114.500000 Penalty: 5063.948730
	Iteration 4F: 3 clusters Score -3470114 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3471092.500000 Penalty: 5063.948730
	Iteration 5F: 3 clusters Score -3471092 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3472280.250000 Penalty: 5063.948730
	Iteration 6F: 3 clusters Score -3472280 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3473641.750000 Penalty: 5063.948730
	Iteration 7F: 3 clusters Score -3473642 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3475168.250000 Penalty: 5063.948730
	Iteration 8F: 3 clusters Score -3475168 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3476552.750000 Penalty: 5063.948730
	Iteration 9F: 3 clusters Score -3476553 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3477616.250000 Penalty: 5063.948730
	Iteration 10Q: 3 clusters Score -3477616 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3478275.750000 Penalty: 5063.948730
	Iteration 11Q: 3 clusters Score -3478276 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3478613.750000 Penalty: 5063.948730
	Iteration 12Q: 3 clusters Score -3478614 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3478764.250000 Penalty: 5063.948730
	Iteration 13Q: 3 clusters Score -3478764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3478846.500000 Penalty: 5063.948730
	Iteration 14Q: 3 clusters Score -3478846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3478890.750000 Penalty: 5063.948730
	Iteration 15Q: 3 clusters Score -3478891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3478930.000000 Penalty: 5063.948730
	Iteration 16Q: 3 clusters Score -3478930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3478951.250000 Penalty: 5063.948730
	Iteration 17Q: 3 clusters Score -3478951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3478956.750000 Penalty: 5063.948730
	Iteration 18Q: 3 clusters Score -3478957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3478960.000000 Penalty: 5063.948730
	Iteration 19Q: 3 clusters Score -3478960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3478958.500000 Penalty: 5063.948730
	Iteration 20F: 3 clusters Score -3478958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3478955.500000 Penalty: 5063.948730
	Iteration 21Q: 3 clusters Score -3478956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3478955.500000 Penalty: 5063.948730
	Iteration 22Q: 3 clusters Score -3478956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3478958.750000 Penalty: 5063.948730
	Iteration 23Q: 3 clusters Score -3478959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3478963.000000 Penalty: 5063.948730
	Iteration 24Q: 3 clusters Score -3478963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3478963.000000 Penalty: 5063.948730
	Iteration 25F: 3 clusters Score -3478963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112658.945312 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112658.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113108.187500 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -113108.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113381.343750 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113381.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113745.750000 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113745.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114068.015625 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -114068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114146.187500 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -114146.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114193.601562 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114237.531250 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114237.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114286.148438 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114347.617188 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114398.140625 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114398.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114426.359375 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114445.320312 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114452.546875 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114462.773438 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -114480.578125 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114510.968750 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114523.359375 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114534.828125 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114549.296875 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114571.007812 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114591.875000 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -114591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114640.609375 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -114640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114723.984375 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -114724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -114794.640625 Penalty: 3412.160645
	Iteration 24Q: 3 clusters Score -114794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114831.437500 Penalty: 3412.160645
	Iteration 25Q: 3 clusters Score -114831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114839.765625 Penalty: 3412.160645
	Iteration 26Q: 3 clusters Score -114839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114846.453125 Penalty: 3412.160645
	Iteration 27Q: 3 clusters Score -114846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114851.812500 Penalty: 3412.160645
	Iteration 28Q: 3 clusters Score -114851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114851.812500 Penalty: 3412.160645
	Iteration 29F: 3 clusters Score -114851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 413 members 
Mstep: Class 6 contains 167593 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28590 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 79939 members 
Mstep: Class 13 contains 54300 members 
Mstep: Class 14 contains 47046 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 133064 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 47330 members 
Mstep: Class 22 contains 214408 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135252768.000000 Penalty: 72127.992188
Splitting cluster 5 changes total score from -135254192.000000 to -135252768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (167593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Entering Unmasked Estep 
Score: -22337254.000000 Penalty: 2983.264893
	Iteration 0F: 2 clusters Score -2.233725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -22231388.000000 Penalty: 5966.529785
	Iteration 0F: 3 clusters Score -2.223139e+07 nChanged 80009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -22277620.000000 Penalty: 5966.529785
	Iteration 1F: 3 clusters Score -2.227762e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -22278586.000000 Penalty: 5966.529785
	Iteration 2Q: 3 clusters Score -2.227859e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -22279840.000000 Penalty: 5966.529785
	Iteration 3Q: 3 clusters Score -2.227984e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -22281238.000000 Penalty: 5966.529785
	Iteration 4Q: 3 clusters Score -2.228124e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -22283184.000000 Penalty: 5966.529785
	Iteration 5Q: 3 clusters Score -2.228318e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -22286038.000000 Penalty: 5966.529785
	Iteration 6Q: 3 clusters Score -2.228604e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -22290892.000000 Penalty: 5966.529785
	Iteration 7F: 3 clusters Score -2.229089e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -22298022.000000 Penalty: 5966.529785
	Iteration 8F: 3 clusters Score -2.229802e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -22307388.000000 Penalty: 5966.529785
	Iteration 9F: 3 clusters Score -2.230739e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 123793 members 
Entering Unmasked Estep 
Score: -22316764.000000 Penalty: 5966.529785
	Iteration 10F: 3 clusters Score -2.231676e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 128764 members 
Entering Unmasked Estep 
Score: -22322432.000000 Penalty: 5966.529785
	Iteration 11Q: 3 clusters Score -2.232243e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 132347 members 
Entering Unmasked Estep 
Score: -22325246.000000 Penalty: 5966.529785
	Iteration 12Q: 3 clusters Score -2.232525e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -22326702.000000 Penalty: 5966.529785
	Iteration 13Q: 3 clusters Score -2.23267e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -22327826.000000 Penalty: 5966.529785
	Iteration 14Q: 3 clusters Score -2.232783e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 141284 members 
Entering Unmasked Estep 
Score: -22328904.000000 Penalty: 5966.529785
	Iteration 15Q: 3 clusters Score -2.23289e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -22330048.000000 Penalty: 5966.529785
	Iteration 16Q: 3 clusters Score -2.233005e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 146546 members 
Entering Unmasked Estep 
Score: -22330908.000000 Penalty: 5966.529785
	Iteration 17Q: 3 clusters Score -2.233091e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -22331824.000000 Penalty: 5966.529785
	Iteration 18Q: 3 clusters Score -2.233182e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 151064 members 
Entering Unmasked Estep 
Score: -22332430.000000 Penalty: 5966.529785
	Iteration 19Q: 3 clusters Score -2.233243e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -22333060.000000 Penalty: 5966.529785
	Iteration 20F: 3 clusters Score -2.233306e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -22333490.000000 Penalty: 5966.529785
	Iteration 21Q: 3 clusters Score -2.233349e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -22333862.000000 Penalty: 5966.529785
	Iteration 22Q: 3 clusters Score -2.233386e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -22334236.000000 Penalty: 5966.529785
	Iteration 23Q: 3 clusters Score -2.233424e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -22334454.000000 Penalty: 5966.529785
	Iteration 24Q: 3 clusters Score -2.233445e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -22334706.000000 Penalty: 5966.529785
	Iteration 25Q: 3 clusters Score -2.233471e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -22334890.000000 Penalty: 5966.529785
	Iteration 26Q: 3 clusters Score -2.233489e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -22335070.000000 Penalty: 5966.529785
	Iteration 27Q: 3 clusters Score -2.233507e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -22335146.000000 Penalty: 5966.529785
	Iteration 28Q: 3 clusters Score -2.233515e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -22335210.000000 Penalty: 5966.529785
	Iteration 29Q: 3 clusters Score -2.233521e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -22335264.000000 Penalty: 5966.529785
	Iteration 30Q: 3 clusters Score -2.233526e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 164134 members 
Entering Unmasked Estep 
Score: -22335392.000000 Penalty: 5966.529785
	Iteration 31Q: 3 clusters Score -2.233539e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 164466 members 
Entering Unmasked Estep 
Score: -22335446.000000 Penalty: 5966.529785
	Iteration 32Q: 3 clusters Score -2.233545e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -22335464.000000 Penalty: 5966.529785
	Iteration 33Q: 3 clusters Score -2.233546e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -22335520.000000 Penalty: 5966.529785
	Iteration 34Q: 3 clusters Score -2.233552e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -22335528.000000 Penalty: 5966.529785
	Iteration 35Q: 3 clusters Score -2.233553e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -22335542.000000 Penalty: 5966.529785
	Iteration 36Q: 3 clusters Score -2.233554e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -22335536.000000 Penalty: 5966.529785
	Iteration 37Q: 3 clusters Score -2.233554e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -22335556.000000 Penalty: 5966.529785
	Iteration 38Q: 3 clusters Score -2.233556e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 165597 members 
Entering Unmasked Estep 
Score: -22335554.000000 Penalty: 5966.529785
	Iteration 39Q: 3 clusters Score -2.233555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -22335522.000000 Penalty: 5966.529785
	Iteration 40F: 3 clusters Score -2.233552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -22335564.000000 Penalty: 5966.529785
	Iteration 41Q: 3 clusters Score -2.233556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 165796 members 
Entering Unmasked Estep 
Score: -22335606.000000 Penalty: 5966.529785
	Iteration 42Q: 3 clusters Score -2.233561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -22335590.000000 Penalty: 5966.529785
	Iteration 43Q: 3 clusters Score -2.233559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -22335576.000000 Penalty: 5966.529785
	Iteration 44Q: 3 clusters Score -2.233558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -22335590.000000 Penalty: 5966.529785
	Iteration 45Q: 3 clusters Score -2.233559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -22335550.000000 Penalty: 5966.529785
	Iteration 46Q: 3 clusters Score -2.233555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -22335576.000000 Penalty: 5966.529785
	Iteration 47Q: 3 clusters Score -2.233558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 165929 members 
Entering Unmasked Estep 
Score: -22335588.000000 Penalty: 5966.529785
	Iteration 48Q: 3 clusters Score -2.233559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 165943 members 
Entering Unmasked Estep 
Score: -22335592.000000 Penalty: 5966.529785
	Iteration 49Q: 3 clusters Score -2.233559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 165956 members 
Entering Unmasked Estep 
Score: -22335592.000000 Penalty: 5966.529785
	Iteration 50Q: 3 clusters Score -2.233559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -22335580.000000 Penalty: 5966.529785
	Iteration 51Q: 3 clusters Score -2.233558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 165978 members 
Entering Unmasked Estep 
Score: -22335612.000000 Penalty: 5966.529785
	Iteration 52Q: 3 clusters Score -2.233561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -22335622.000000 Penalty: 5966.529785
	Iteration 53Q: 3 clusters Score -2.233562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -22335614.000000 Penalty: 5966.529785
	Iteration 54Q: 3 clusters Score -2.233561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 166005 members 
Entering Unmasked Estep 
Score: -22335600.000000 Penalty: 5966.529785
	Iteration 55Q: 3 clusters Score -2.23356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -22335596.000000 Penalty: 5966.529785
	Iteration 56Q: 3 clusters Score -2.23356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -22335596.000000 Penalty: 5966.529785
	Iteration 57F: 3 clusters Score -2.23356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -193564.437500 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -193564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -191291.265625 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -191291.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191624.828125 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -191624.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191731.156250 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -191731.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -191784.421875 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -191784.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191812.328125 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -191812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -191839.609375 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -191839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191856.890625 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -191856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191868.468750 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -191868.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191875.703125 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -191875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191883.218750 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -191883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -191889.687500 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -191889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191897.843750 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -191897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -191899.343750 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -191899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191900.203125 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -191900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -191900.531250 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -191900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -191900.531250 Penalty: 3621.034424
	Iteration 15F: 3 clusters Score -191900.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Entering Unmasked Estep 
Score: -3760468.250000 Penalty: 2544.681641
	Iteration 0F: 2 clusters Score -3760468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3740699.750000 Penalty: 5089.363281
	Iteration 0F: 3 clusters Score -3740700 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3747747.500000 Penalty: 5089.363281
	Iteration 1F: 3 clusters Score -3747748 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3748135.250000 Penalty: 5089.363281
	Iteration 2Q: 3 clusters Score -3748135 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3748439.500000 Penalty: 5089.363281
	Iteration 3Q: 3 clusters Score -3748440 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3748656.500000 Penalty: 5089.363281
	Iteration 4Q: 3 clusters Score -3748656 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3748827.500000 Penalty: 5089.363281
	Iteration 5Q: 3 clusters Score -3748828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3748999.250000 Penalty: 5089.363281
	Iteration 6Q: 3 clusters Score -3748999 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3749131.500000 Penalty: 5089.363281
	Iteration 7Q: 3 clusters Score -3749132 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3749252.750000 Penalty: 5089.363281
	Iteration 8Q: 3 clusters Score -3749253 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3749415.000000 Penalty: 5089.363281
	Iteration 9Q: 3 clusters Score -3749415 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3749588.000000 Penalty: 5089.363281
	Iteration 10Q: 3 clusters Score -3749588 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3749850.000000 Penalty: 5089.363281
	Iteration 11Q: 3 clusters Score -3749850 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3750213.500000 Penalty: 5089.363281
	Iteration 12Q: 3 clusters Score -3750214 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3750798.500000 Penalty: 5089.363281
	Iteration 13Q: 3 clusters Score -3750798 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3751708.500000 Penalty: 5089.363281
	Iteration 14F: 3 clusters Score -3751708 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3753039.000000 Penalty: 5089.363281
	Iteration 15F: 3 clusters Score -3753039 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3754692.500000 Penalty: 5089.363281
	Iteration 16F: 3 clusters Score -3754692 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3756248.500000 Penalty: 5089.363281
	Iteration 17F: 3 clusters Score -3756248 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3757346.500000 Penalty: 5089.363281
	Iteration 18Q: 3 clusters Score -3757346 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3757791.000000 Penalty: 5089.363281
	Iteration 19Q: 3 clusters Score -3757791 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3757980.500000 Penalty: 5089.363281
	Iteration 20F: 3 clusters Score -3757980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3758072.000000 Penalty: 5089.363281
	Iteration 21Q: 3 clusters Score -3758072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3758127.250000 Penalty: 5089.363281
	Iteration 22Q: 3 clusters Score -3758127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3758164.500000 Penalty: 5089.363281
	Iteration 23Q: 3 clusters Score -3758164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3758183.500000 Penalty: 5089.363281
	Iteration 24Q: 3 clusters Score -3758184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3758194.000000 Penalty: 5089.363281
	Iteration 25Q: 3 clusters Score -3758194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3758201.750000 Penalty: 5089.363281
	Iteration 26Q: 3 clusters Score -3758202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3758217.250000 Penalty: 5089.363281
	Iteration 27Q: 3 clusters Score -3758217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3758223.250000 Penalty: 5089.363281
	Iteration 28Q: 3 clusters Score -3758223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3758227.000000 Penalty: 5089.363281
	Iteration 29Q: 3 clusters Score -3758227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3758227.000000 Penalty: 5089.363281
	Iteration 30F: 3 clusters Score -3758227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127260.460938 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125291.671875 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125291.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125770.890625 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125770.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126208.375000 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126208.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126965.640625 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126965.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -127483.890625 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -127483.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -127674.750000 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -127674.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -127737.390625 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -127737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127742.312500 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127745.914062 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127745.914062 Penalty: 3457.482178
	Iteration 9F: 3 clusters Score -127745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167593 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28590 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 274 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 79939 members 
Mstep: Class 13 contains 54300 members 
Mstep: Class 14 contains 47046 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 133064 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 47330 members 
Mstep: Class 22 contains 214408 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135253008.000000 Penalty: 72127.992188
Splitting cluster 9 changes total score from -135254192.000000 to -135253008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -369914.906250 Penalty: 1986.733887
	Iteration 0F: 2 clusters Score -369914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366668.843750 Penalty: 3973.467773
	Iteration 0F: 3 clusters Score -366668.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -367428.875000 Penalty: 3973.467773
	Iteration 1F: 3 clusters Score -367428.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -367684.312500 Penalty: 3973.467773
	Iteration 2F: 3 clusters Score -367684.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -367882.375000 Penalty: 3973.467773
	Iteration 3F: 3 clusters Score -367882.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -368063.656250 Penalty: 3973.467773
	Iteration 4F: 3 clusters Score -368063.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -368239.937500 Penalty: 3973.467773
	Iteration 5Q: 3 clusters Score -368239.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -368447.531250 Penalty: 3973.467773
	Iteration 6F: 3 clusters Score -368447.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368586.468750 Penalty: 3973.467773
	Iteration 7Q: 3 clusters Score -368586.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -368669.968750 Penalty: 3973.467773
	Iteration 8Q: 3 clusters Score -368670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -368734.000000 Penalty: 3973.467773
	Iteration 9Q: 3 clusters Score -368734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -368762.031250 Penalty: 3973.467773
	Iteration 10Q: 3 clusters Score -368762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -368777.250000 Penalty: 3973.467773
	Iteration 11Q: 3 clusters Score -368777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -368789.937500 Penalty: 3973.467773
	Iteration 12Q: 3 clusters Score -368789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -368803.031250 Penalty: 3973.467773
	Iteration 13Q: 3 clusters Score -368803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -368812.687500 Penalty: 3973.467773
	Iteration 14Q: 3 clusters Score -368812.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -368819.375000 Penalty: 3973.467773
	Iteration 15Q: 3 clusters Score -368819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -368821.500000 Penalty: 3973.467773
	Iteration 16Q: 3 clusters Score -368821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -368822.812500 Penalty: 3973.467773
	Iteration 17Q: 3 clusters Score -368822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -368823.125000 Penalty: 3973.467773
	Iteration 18Q: 3 clusters Score -368823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -368823.781250 Penalty: 3973.467773
	Iteration 19Q: 3 clusters Score -368823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -368825.218750 Penalty: 3973.467773
	Iteration 20F: 3 clusters Score -368825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -368828.031250 Penalty: 3973.467773
	Iteration 21Q: 3 clusters Score -368828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -368829.375000 Penalty: 3973.467773
	Iteration 22Q: 3 clusters Score -368829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -368831.750000 Penalty: 3973.467773
	Iteration 23Q: 3 clusters Score -368831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -368834.531250 Penalty: 3973.467773
	Iteration 24Q: 3 clusters Score -368834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -368834.781250 Penalty: 3973.467773
	Iteration 25Q: 3 clusters Score -368834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -368834.781250 Penalty: 3973.467773
	Iteration 26F: 3 clusters Score -368834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Entering Unmasked Estep 
Score: -10703557.000000 Penalty: 2799.676758
	Iteration 0F: 2 clusters Score -1.070356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -10650148.000000 Penalty: 5599.353516
	Iteration 0F: 3 clusters Score -1.065015e+07 nChanged 37575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -10671683.000000 Penalty: 5599.353516
	Iteration 1F: 3 clusters Score -1.067168e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -10672739.000000 Penalty: 5599.353516
	Iteration 2Q: 3 clusters Score -1.067274e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -10674173.000000 Penalty: 5599.353516
	Iteration 3Q: 3 clusters Score -1.067417e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -10676746.000000 Penalty: 5599.353516
	Iteration 4F: 3 clusters Score -1.067675e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -10680858.000000 Penalty: 5599.353516
	Iteration 5F: 3 clusters Score -1.068086e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10686915.000000 Penalty: 5599.353516
	Iteration 6F: 3 clusters Score -1.068692e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -10693149.000000 Penalty: 5599.353516
	Iteration 7F: 3 clusters Score -1.069315e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -10697563.000000 Penalty: 5599.353516
	Iteration 8F: 3 clusters Score -1.069756e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -10699808.000000 Penalty: 5599.353516
	Iteration 9Q: 3 clusters Score -1.069981e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -10700551.000000 Penalty: 5599.353516
	Iteration 10Q: 3 clusters Score -1.070055e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -10700807.000000 Penalty: 5599.353516
	Iteration 11Q: 3 clusters Score -1.070081e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -10700905.000000 Penalty: 5599.353516
	Iteration 12Q: 3 clusters Score -1.07009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -10700944.000000 Penalty: 5599.353516
	Iteration 13Q: 3 clusters Score -1.070094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -10700973.000000 Penalty: 5599.353516
	Iteration 14Q: 3 clusters Score -1.070097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -10700999.000000 Penalty: 5599.353516
	Iteration 15Q: 3 clusters Score -1.0701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -10701010.000000 Penalty: 5599.353516
	Iteration 16Q: 3 clusters Score -1.070101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -10701009.000000 Penalty: 5599.353516
	Iteration 17Q: 3 clusters Score -1.070101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -10701024.000000 Penalty: 5599.353516
	Iteration 18Q: 3 clusters Score -1.070102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -10701051.000000 Penalty: 5599.353516
	Iteration 19Q: 3 clusters Score -1.070105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -10701042.000000 Penalty: 5599.353516
	Iteration 20F: 3 clusters Score -1.070104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10701045.000000 Penalty: 5599.353516
	Iteration 21Q: 3 clusters Score -1.070104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -10701048.000000 Penalty: 5599.353516
	Iteration 22Q: 3 clusters Score -1.070105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -10701048.000000 Penalty: 5599.353516
	Iteration 23F: 3 clusters Score -1.070105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Entering Unmasked Estep 
Score: -7296066.500000 Penalty: 2703.765381
	Iteration 0F: 2 clusters Score -7296066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -7259592.000000 Penalty: 5407.530762
	Iteration 0F: 3 clusters Score -7259592 nChanged 25232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -7273729.000000 Penalty: 5407.530762
	Iteration 1F: 3 clusters Score -7273729 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -7274286.500000 Penalty: 5407.530762
	Iteration 2Q: 3 clusters Score -7274286 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7274957.500000 Penalty: 5407.530762
	Iteration 3Q: 3 clusters Score -7274958 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -7275777.000000 Penalty: 5407.530762
	Iteration 4Q: 3 clusters Score -7275777 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7277059.500000 Penalty: 5407.530762
	Iteration 5Q: 3 clusters Score -7277060 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -7279212.000000 Penalty: 5407.530762
	Iteration 6F: 3 clusters Score -7279212 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -7282454.000000 Penalty: 5407.530762
	Iteration 7F: 3 clusters Score -7282454 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -7286332.000000 Penalty: 5407.530762
	Iteration 8F: 3 clusters Score -7286332 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7289759.500000 Penalty: 5407.530762
	Iteration 9F: 3 clusters Score -7289760 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7291813.500000 Penalty: 5407.530762
	Iteration 10Q: 3 clusters Score -7291814 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7292913.500000 Penalty: 5407.530762
	Iteration 11Q: 3 clusters Score -7292914 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7293459.500000 Penalty: 5407.530762
	Iteration 12Q: 3 clusters Score -7293460 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7293730.000000 Penalty: 5407.530762
	Iteration 13Q: 3 clusters Score -7293730 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7293870.000000 Penalty: 5407.530762
	Iteration 14Q: 3 clusters Score -7293870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7293933.000000 Penalty: 5407.530762
	Iteration 15Q: 3 clusters Score -7293933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7293962.000000 Penalty: 5407.530762
	Iteration 16Q: 3 clusters Score -7293962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7293985.000000 Penalty: 5407.530762
	Iteration 17Q: 3 clusters Score -7293985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7294011.500000 Penalty: 5407.530762
	Iteration 18Q: 3 clusters Score -7294012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7294023.000000 Penalty: 5407.530762
	Iteration 19Q: 3 clusters Score -7294023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7294030.000000 Penalty: 5407.530762
	Iteration 20F: 3 clusters Score -7294030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7294048.500000 Penalty: 5407.530762
	Iteration 21Q: 3 clusters Score -7294048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7294049.000000 Penalty: 5407.530762
	Iteration 22Q: 3 clusters Score -7294049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7294059.500000 Penalty: 5407.530762
	Iteration 23Q: 3 clusters Score -7294060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7294066.000000 Penalty: 5407.530762
	Iteration 24Q: 3 clusters Score -7294066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7294071.000000 Penalty: 5407.530762
	Iteration 25Q: 3 clusters Score -7294071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7294066.000000 Penalty: 5407.530762
	Iteration 26Q: 3 clusters Score -7294066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7294076.000000 Penalty: 5407.530762
	Iteration 27Q: 3 clusters Score -7294076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7294081.000000 Penalty: 5407.530762
	Iteration 28Q: 3 clusters Score -7294081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7294082.500000 Penalty: 5407.530762
	Iteration 29Q: 3 clusters Score -7294082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7294086.000000 Penalty: 5407.530762
	Iteration 30Q: 3 clusters Score -7294086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7294082.000000 Penalty: 5407.530762
	Iteration 31Q: 3 clusters Score -7294082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7294078.000000 Penalty: 5407.530762
	Iteration 32Q: 3 clusters Score -7294078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7294075.000000 Penalty: 5407.530762
	Iteration 33Q: 3 clusters Score -7294075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7294083.000000 Penalty: 5407.530762
	Iteration 34Q: 3 clusters Score -7294083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7294087.000000 Penalty: 5407.530762
	Iteration 35Q: 3 clusters Score -7294087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7294087.500000 Penalty: 5407.530762
	Iteration 36Q: 3 clusters Score -7294088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7294091.500000 Penalty: 5407.530762
	Iteration 37Q: 3 clusters Score -7294092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7294093.000000 Penalty: 5407.530762
	Iteration 38Q: 3 clusters Score -7294093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7294092.000000 Penalty: 5407.530762
	Iteration 39Q: 3 clusters Score -7294092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7294092.000000 Penalty: 5407.530762
	Iteration 40F: 3 clusters Score -7294092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Entering Unmasked Estep 
Score: -6330343.000000 Penalty: 2668.202637
	Iteration 0F: 2 clusters Score -6330343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -6298375.000000 Penalty: 5336.405273
	Iteration 0F: 3 clusters Score -6298375 nChanged 21818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -6310616.500000 Penalty: 5336.405273
	Iteration 1F: 3 clusters Score -6310616 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -6311109.000000 Penalty: 5336.405273
	Iteration 2Q: 3 clusters Score -6311109 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -6311647.000000 Penalty: 5336.405273
	Iteration 3Q: 3 clusters Score -6311647 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6312380.000000 Penalty: 5336.405273
	Iteration 4Q: 3 clusters Score -6312380 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -6313525.500000 Penalty: 5336.405273
	Iteration 5Q: 3 clusters Score -6313526 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -6315336.500000 Penalty: 5336.405273
	Iteration 6F: 3 clusters Score -6315336 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -6317912.500000 Penalty: 5336.405273
	Iteration 7F: 3 clusters Score -6317912 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -6320862.500000 Penalty: 5336.405273
	Iteration 8F: 3 clusters Score -6320862 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6323754.500000 Penalty: 5336.405273
	Iteration 9F: 3 clusters Score -6323754 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6325728.500000 Penalty: 5336.405273
	Iteration 10Q: 3 clusters Score -6325728 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6326820.500000 Penalty: 5336.405273
	Iteration 11Q: 3 clusters Score -6326820 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6327397.000000 Penalty: 5336.405273
	Iteration 12Q: 3 clusters Score -6327397 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6327683.500000 Penalty: 5336.405273
	Iteration 13Q: 3 clusters Score -6327684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6327801.500000 Penalty: 5336.405273
	Iteration 14Q: 3 clusters Score -6327802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6327886.500000 Penalty: 5336.405273
	Iteration 15Q: 3 clusters Score -6327886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6327950.500000 Penalty: 5336.405273
	Iteration 16Q: 3 clusters Score -6327950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6327982.000000 Penalty: 5336.405273
	Iteration 17Q: 3 clusters Score -6327982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6328017.000000 Penalty: 5336.405273
	Iteration 18Q: 3 clusters Score -6328017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6328036.000000 Penalty: 5336.405273
	Iteration 19Q: 3 clusters Score -6328036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6328056.000000 Penalty: 5336.405273
	Iteration 20F: 3 clusters Score -6328056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6328063.500000 Penalty: 5336.405273
	Iteration 21Q: 3 clusters Score -6328064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6328070.500000 Penalty: 5336.405273
	Iteration 22Q: 3 clusters Score -6328070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6328077.000000 Penalty: 5336.405273
	Iteration 23Q: 3 clusters Score -6328077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6328075.500000 Penalty: 5336.405273
	Iteration 24Q: 3 clusters Score -6328076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6328075.000000 Penalty: 5336.405273
	Iteration 25Q: 3 clusters Score -6328075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6328075.000000 Penalty: 5336.405273
	Iteration 26Q: 3 clusters Score -6328075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6328087.500000 Penalty: 5336.405273
	Iteration 27Q: 3 clusters Score -6328088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6328090.500000 Penalty: 5336.405273
	Iteration 28Q: 3 clusters Score -6328090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6328090.500000 Penalty: 5336.405273
	Iteration 29Q: 3 clusters Score -6328090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6328088.000000 Penalty: 5336.405273
	Iteration 30Q: 3 clusters Score -6328088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6328091.500000 Penalty: 5336.405273
	Iteration 31Q: 3 clusters Score -6328092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6328099.500000 Penalty: 5336.405273
	Iteration 32Q: 3 clusters Score -6328100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6328094.500000 Penalty: 5336.405273
	Iteration 33Q: 3 clusters Score -6328094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6328094.500000 Penalty: 5336.405273
	Iteration 34F: 3 clusters Score -6328094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Entering Unmasked Estep 
Score: -3816326.750000 Penalty: 2542.433350
	Iteration 0F: 2 clusters Score -3816327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3796874.750000 Penalty: 5084.866699
	Iteration 0F: 3 clusters Score -3796875 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3803558.250000 Penalty: 5084.866699
	Iteration 1F: 3 clusters Score -3803558 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3803974.250000 Penalty: 5084.866699
	Iteration 2Q: 3 clusters Score -3803974 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3804282.000000 Penalty: 5084.866699
	Iteration 3Q: 3 clusters Score -3804282 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3804526.750000 Penalty: 5084.866699
	Iteration 4Q: 3 clusters Score -3804527 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3804734.500000 Penalty: 5084.866699
	Iteration 5Q: 3 clusters Score -3804734 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3804918.750000 Penalty: 5084.866699
	Iteration 6Q: 3 clusters Score -3804919 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3805183.250000 Penalty: 5084.866699
	Iteration 7Q: 3 clusters Score -3805183 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3805500.250000 Penalty: 5084.866699
	Iteration 8Q: 3 clusters Score -3805500 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3805914.000000 Penalty: 5084.866699
	Iteration 9Q: 3 clusters Score -3805914 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3806554.750000 Penalty: 5084.866699
	Iteration 10Q: 3 clusters Score -3806555 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3807387.750000 Penalty: 5084.866699
	Iteration 11F: 3 clusters Score -3807388 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3808594.250000 Penalty: 5084.866699
	Iteration 12F: 3 clusters Score -3808594 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3810148.500000 Penalty: 5084.866699
	Iteration 13F: 3 clusters Score -3810148 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3811633.500000 Penalty: 5084.866699
	Iteration 14F: 3 clusters Score -3811634 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3812740.500000 Penalty: 5084.866699
	Iteration 15Q: 3 clusters Score -3812740 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3813392.750000 Penalty: 5084.866699
	Iteration 16Q: 3 clusters Score -3813393 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3813731.000000 Penalty: 5084.866699
	Iteration 17Q: 3 clusters Score -3813731 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3813907.750000 Penalty: 5084.866699
	Iteration 18Q: 3 clusters Score -3813908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3814008.500000 Penalty: 5084.866699
	Iteration 19Q: 3 clusters Score -3814008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3814056.000000 Penalty: 5084.866699
	Iteration 20F: 3 clusters Score -3814056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3814096.750000 Penalty: 5084.866699
	Iteration 21Q: 3 clusters Score -3814097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3814117.500000 Penalty: 5084.866699
	Iteration 22Q: 3 clusters Score -3814118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3814135.000000 Penalty: 5084.866699
	Iteration 23Q: 3 clusters Score -3814135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3814147.500000 Penalty: 5084.866699
	Iteration 24Q: 3 clusters Score -3814148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3814154.250000 Penalty: 5084.866699
	Iteration 25Q: 3 clusters Score -3814154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3814164.000000 Penalty: 5084.866699
	Iteration 26Q: 3 clusters Score -3814164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3814169.500000 Penalty: 5084.866699
	Iteration 27Q: 3 clusters Score -3814170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3814171.500000 Penalty: 5084.866699
	Iteration 28Q: 3 clusters Score -3814172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3814171.000000 Penalty: 5084.866699
	Iteration 29Q: 3 clusters Score -3814171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3814174.500000 Penalty: 5084.866699
	Iteration 30Q: 3 clusters Score -3814174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3814177.750000 Penalty: 5084.866699
	Iteration 31Q: 3 clusters Score -3814178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3814180.000000 Penalty: 5084.866699
	Iteration 32Q: 3 clusters Score -3814180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3814180.000000 Penalty: 5084.866699
	Iteration 33F: 3 clusters Score -3814180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133064 members 
Entering Unmasked Estep 
Score: -17725538.000000 Penalty: 2926.049316
	Iteration 0F: 2 clusters Score -1.772554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -17637464.000000 Penalty: 5852.098633
	Iteration 0F: 3 clusters Score -1.763746e+07 nChanged 63397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -17674510.000000 Penalty: 5852.098633
	Iteration 1F: 3 clusters Score -1.767451e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -17675570.000000 Penalty: 5852.098633
	Iteration 2Q: 3 clusters Score -1.767557e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -17676996.000000 Penalty: 5852.098633
	Iteration 3Q: 3 clusters Score -1.7677e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -17679274.000000 Penalty: 5852.098633
	Iteration 4Q: 3 clusters Score -1.767927e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -17683114.000000 Penalty: 5852.098633
	Iteration 5F: 3 clusters Score -1.768311e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -17689018.000000 Penalty: 5852.098633
	Iteration 6F: 3 clusters Score -1.768902e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -17698068.000000 Penalty: 5852.098633
	Iteration 7F: 3 clusters Score -1.769807e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -17707742.000000 Penalty: 5852.098633
	Iteration 8F: 3 clusters Score -1.770774e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -17712984.000000 Penalty: 5852.098633
	Iteration 9F: 3 clusters Score -1.771298e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -17714764.000000 Penalty: 5852.098633
	Iteration 10Q: 3 clusters Score -1.771476e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -17715544.000000 Penalty: 5852.098633
	Iteration 11Q: 3 clusters Score -1.771554e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -17716170.000000 Penalty: 5852.098633
	Iteration 12Q: 3 clusters Score -1.771617e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -17716558.000000 Penalty: 5852.098633
	Iteration 13Q: 3 clusters Score -1.771656e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -17716936.000000 Penalty: 5852.098633
	Iteration 14Q: 3 clusters Score -1.771694e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -17717240.000000 Penalty: 5852.098633
	Iteration 15Q: 3 clusters Score -1.771724e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -17717566.000000 Penalty: 5852.098633
	Iteration 16Q: 3 clusters Score -1.771757e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -17717830.000000 Penalty: 5852.098633
	Iteration 17Q: 3 clusters Score -1.771783e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -17718028.000000 Penalty: 5852.098633
	Iteration 18Q: 3 clusters Score -1.771803e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -17718396.000000 Penalty: 5852.098633
	Iteration 19Q: 3 clusters Score -1.77184e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106405 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -17718722.000000 Penalty: 5852.098633
	Iteration 20F: 3 clusters Score -1.771872e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -17718920.000000 Penalty: 5852.098633
	Iteration 21Q: 3 clusters Score -1.771892e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -17719190.000000 Penalty: 5852.098633
	Iteration 22Q: 3 clusters Score -1.771919e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -17719464.000000 Penalty: 5852.098633
	Iteration 23Q: 3 clusters Score -1.771946e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -17719628.000000 Penalty: 5852.098633
	Iteration 24Q: 3 clusters Score -1.771963e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -17719884.000000 Penalty: 5852.098633
	Iteration 25Q: 3 clusters Score -1.771988e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -17720076.000000 Penalty: 5852.098633
	Iteration 26Q: 3 clusters Score -1.772008e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113877 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -17720368.000000 Penalty: 5852.098633
	Iteration 27Q: 3 clusters Score -1.772037e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -17720570.000000 Penalty: 5852.098633
	Iteration 28Q: 3 clusters Score -1.772057e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -17720770.000000 Penalty: 5852.098633
	Iteration 29Q: 3 clusters Score -1.772077e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -17720988.000000 Penalty: 5852.098633
	Iteration 30Q: 3 clusters Score -1.772099e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -17721110.000000 Penalty: 5852.098633
	Iteration 31Q: 3 clusters Score -1.772111e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118540 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -17721368.000000 Penalty: 5852.098633
	Iteration 32Q: 3 clusters Score -1.772137e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119313 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -17721446.000000 Penalty: 5852.098633
	Iteration 33Q: 3 clusters Score -1.772145e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -17721566.000000 Penalty: 5852.098633
	Iteration 34Q: 3 clusters Score -1.772157e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -17721780.000000 Penalty: 5852.098633
	Iteration 35Q: 3 clusters Score -1.772178e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -17722030.000000 Penalty: 5852.098633
	Iteration 36Q: 3 clusters Score -1.772203e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -17722208.000000 Penalty: 5852.098633
	Iteration 37Q: 3 clusters Score -1.772221e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -17722442.000000 Penalty: 5852.098633
	Iteration 38Q: 3 clusters Score -1.772244e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -17722582.000000 Penalty: 5852.098633
	Iteration 39Q: 3 clusters Score -1.772258e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -17722682.000000 Penalty: 5852.098633
	Iteration 40F: 3 clusters Score -1.772268e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -17722734.000000 Penalty: 5852.098633
	Iteration 41Q: 3 clusters Score -1.772273e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -17722894.000000 Penalty: 5852.098633
	Iteration 42Q: 3 clusters Score -1.772289e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -17722998.000000 Penalty: 5852.098633
	Iteration 43Q: 3 clusters Score -1.7723e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126039 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -17723054.000000 Penalty: 5852.098633
	Iteration 44Q: 3 clusters Score -1.772305e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -17723142.000000 Penalty: 5852.098633
	Iteration 45Q: 3 clusters Score -1.772314e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126722 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 5852.098633
	Iteration 46Q: 3 clusters Score -1.772319e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -17723188.000000 Penalty: 5852.098633
	Iteration 47Q: 3 clusters Score -1.772319e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127253 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -17723244.000000 Penalty: 5852.098633
	Iteration 48Q: 3 clusters Score -1.772324e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127466 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -17723302.000000 Penalty: 5852.098633
	Iteration 49Q: 3 clusters Score -1.77233e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -17723330.000000 Penalty: 5852.098633
	Iteration 50Q: 3 clusters Score -1.772333e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127847 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -17723388.000000 Penalty: 5852.098633
	Iteration 51Q: 3 clusters Score -1.772339e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128031 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -17723390.000000 Penalty: 5852.098633
	Iteration 52Q: 3 clusters Score -1.772339e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -17723436.000000 Penalty: 5852.098633
	Iteration 53Q: 3 clusters Score -1.772344e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128319 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -17723444.000000 Penalty: 5852.098633
	Iteration 54Q: 3 clusters Score -1.772344e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -17723442.000000 Penalty: 5852.098633
	Iteration 55Q: 3 clusters Score -1.772344e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128584 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -17723450.000000 Penalty: 5852.098633
	Iteration 56Q: 3 clusters Score -1.772345e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -17723492.000000 Penalty: 5852.098633
	Iteration 57Q: 3 clusters Score -1.772349e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128801 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -17723542.000000 Penalty: 5852.098633
	Iteration 58Q: 3 clusters Score -1.772354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -17723544.000000 Penalty: 5852.098633
	Iteration 59Q: 3 clusters Score -1.772354e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -17723544.000000 Penalty: 5852.098633
	Iteration 60F: 3 clusters Score -1.772354e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129109 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17723566.000000 Penalty: 5852.098633
	Iteration 61Q: 3 clusters Score -1.772357e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -17723560.000000 Penalty: 5852.098633
	Iteration 62Q: 3 clusters Score -1.772356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129264 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17723576.000000 Penalty: 5852.098633
	Iteration 63Q: 3 clusters Score -1.772358e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -17723578.000000 Penalty: 5852.098633
	Iteration 64Q: 3 clusters Score -1.772358e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129395 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -17723562.000000 Penalty: 5852.098633
	Iteration 65Q: 3 clusters Score -1.772356e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -17723570.000000 Penalty: 5852.098633
	Iteration 66Q: 3 clusters Score -1.772357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -17723534.000000 Penalty: 5852.098633
	Iteration 67Q: 3 clusters Score -1.772353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -17723540.000000 Penalty: 5852.098633
	Iteration 68Q: 3 clusters Score -1.772354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129576 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -17723546.000000 Penalty: 5852.098633
	Iteration 69Q: 3 clusters Score -1.772355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -17723562.000000 Penalty: 5852.098633
	Iteration 70Q: 3 clusters Score -1.772356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -17723546.000000 Penalty: 5852.098633
	Iteration 71Q: 3 clusters Score -1.772355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -17723536.000000 Penalty: 5852.098633
	Iteration 72Q: 3 clusters Score -1.772354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129672 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -17723540.000000 Penalty: 5852.098633
	Iteration 73Q: 3 clusters Score -1.772354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129693 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -17723564.000000 Penalty: 5852.098633
	Iteration 74Q: 3 clusters Score -1.772356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -17723558.000000 Penalty: 5852.098633
	Iteration 75Q: 3 clusters Score -1.772356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -17723536.000000 Penalty: 5852.098633
	Iteration 76Q: 3 clusters Score -1.772354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129749 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -17723552.000000 Penalty: 5852.098633
	Iteration 77Q: 3 clusters Score -1.772355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -17723544.000000 Penalty: 5852.098633
	Iteration 78Q: 3 clusters Score -1.772354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17723544.000000 Penalty: 5852.098633
	Iteration 79Q: 3 clusters Score -1.772354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -17723560.000000 Penalty: 5852.098633
	Iteration 80F: 3 clusters Score -1.772356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129795 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -17723568.000000 Penalty: 5852.098633
	Iteration 81Q: 3 clusters Score -1.772357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17723570.000000 Penalty: 5852.098633
	Iteration 82Q: 3 clusters Score -1.772357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -17723574.000000 Penalty: 5852.098633
	Iteration 83Q: 3 clusters Score -1.772357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -17723572.000000 Penalty: 5852.098633
	Iteration 84Q: 3 clusters Score -1.772357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -17723574.000000 Penalty: 5852.098633
	Iteration 85Q: 3 clusters Score -1.772357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17723558.000000 Penalty: 5852.098633
	Iteration 86Q: 3 clusters Score -1.772356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -17723546.000000 Penalty: 5852.098633
	Iteration 87Q: 3 clusters Score -1.772355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -17723544.000000 Penalty: 5852.098633
	Iteration 88Q: 3 clusters Score -1.772354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129829 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -17723550.000000 Penalty: 5852.098633
	Iteration 89Q: 3 clusters Score -1.772355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129833 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -17723556.000000 Penalty: 5852.098633
	Iteration 90Q: 3 clusters Score -1.772356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129843 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -17723548.000000 Penalty: 5852.098633
	Iteration 91Q: 3 clusters Score -1.772355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129853 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -17723558.000000 Penalty: 5852.098633
	Iteration 92Q: 3 clusters Score -1.772356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129867 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -17723560.000000 Penalty: 5852.098633
	Iteration 93Q: 3 clusters Score -1.772356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -17723560.000000 Penalty: 5852.098633
	Iteration 94Q: 3 clusters Score -1.772356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -17723572.000000 Penalty: 5852.098633
	Iteration 95Q: 3 clusters Score -1.772357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129899 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -17723562.000000 Penalty: 5852.098633
	Iteration 96Q: 3 clusters Score -1.772356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129904 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -17723578.000000 Penalty: 5852.098633
	Iteration 97Q: 3 clusters Score -1.772358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -17723586.000000 Penalty: 5852.098633
	Iteration 98Q: 3 clusters Score -1.772359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129922 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -17723570.000000 Penalty: 5852.098633
	Iteration 99Q: 3 clusters Score -1.772357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -17723580.000000 Penalty: 5852.098633
	Iteration 100F: 3 clusters Score -1.772358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129941 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -17723582.000000 Penalty: 5852.098633
	Iteration 101Q: 3 clusters Score -1.772358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -17723590.000000 Penalty: 5852.098633
	Iteration 102Q: 3 clusters Score -1.772359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -17723578.000000 Penalty: 5852.098633
	Iteration 103Q: 3 clusters Score -1.772358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129961 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -17723588.000000 Penalty: 5852.098633
	Iteration 104Q: 3 clusters Score -1.772359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129970 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -17723582.000000 Penalty: 5852.098633
	Iteration 105Q: 3 clusters Score -1.772358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129976 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -17723580.000000 Penalty: 5852.098633
	Iteration 106Q: 3 clusters Score -1.772358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -17723576.000000 Penalty: 5852.098633
	Iteration 107Q: 3 clusters Score -1.772358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -17723578.000000 Penalty: 5852.098633
	Iteration 108Q: 3 clusters Score -1.772358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129992 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -17723596.000000 Penalty: 5852.098633
	Iteration 109Q: 3 clusters Score -1.77236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130000 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -17723596.000000 Penalty: 5852.098633
	Iteration 110Q: 3 clusters Score -1.77236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130005 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -17723582.000000 Penalty: 5852.098633
	Iteration 111Q: 3 clusters Score -1.772358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130007 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17723586.000000 Penalty: 5852.098633
	Iteration 112Q: 3 clusters Score -1.772359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -17723586.000000 Penalty: 5852.098633
	Iteration 113Q: 3 clusters Score -1.772359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -17723600.000000 Penalty: 5852.098633
	Iteration 114Q: 3 clusters Score -1.77236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -17723582.000000 Penalty: 5852.098633
	Iteration 115Q: 3 clusters Score -1.772358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130030 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -17723586.000000 Penalty: 5852.098633
	Iteration 116Q: 3 clusters Score -1.772359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -17723592.000000 Penalty: 5852.098633
	Iteration 117Q: 3 clusters Score -1.772359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17723606.000000 Penalty: 5852.098633
	Iteration 118Q: 3 clusters Score -1.772361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17723606.000000 Penalty: 5852.098633
	Iteration 119Q: 3 clusters Score -1.772361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -17723604.000000 Penalty: 5852.098633
	Iteration 120F: 3 clusters Score -1.77236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -17723602.000000 Penalty: 5852.098633
	Iteration 121Q: 3 clusters Score -1.77236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -17723610.000000 Penalty: 5852.098633
	Iteration 122Q: 3 clusters Score -1.772361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -17723602.000000 Penalty: 5852.098633
	Iteration 123Q: 3 clusters Score -1.77236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130058 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -17723600.000000 Penalty: 5852.098633
	Iteration 124Q: 3 clusters Score -1.77236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -17723610.000000 Penalty: 5852.098633
	Iteration 125Q: 3 clusters Score -1.772361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -17723602.000000 Penalty: 5852.098633
	Iteration 126Q: 3 clusters Score -1.77236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130061 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -17723602.000000 Penalty: 5852.098633
	Iteration 127Q: 3 clusters Score -1.77236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -17723616.000000 Penalty: 5852.098633
	Iteration 128Q: 3 clusters Score -1.772362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130064 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -17723620.000000 Penalty: 5852.098633
	Iteration 129Q: 3 clusters Score -1.772362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17723624.000000 Penalty: 5852.098633
	Iteration 130Q: 3 clusters Score -1.772362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17723624.000000 Penalty: 5852.098633
	Iteration 131F: 3 clusters Score -1.772362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14238.507812 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14238.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14286.848633 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -14286.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14302.998047 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14302.998047 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (172564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Entering Unmasked Estep 
Score: -23021328.000000 Penalty: 2990.513672
	Iteration 0F: 2 clusters Score -2.302133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -22913746.000000 Penalty: 5981.027344
	Iteration 0F: 3 clusters Score -2.291375e+07 nChanged 82471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -22961526.000000 Penalty: 5981.027344
	Iteration 1F: 3 clusters Score -2.296153e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -22962232.000000 Penalty: 5981.027344
	Iteration 2Q: 3 clusters Score -2.296223e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -22962916.000000 Penalty: 5981.027344
	Iteration 3Q: 3 clusters Score -2.296292e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -22963664.000000 Penalty: 5981.027344
	Iteration 4Q: 3 clusters Score -2.296366e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -22964460.000000 Penalty: 5981.027344
	Iteration 5Q: 3 clusters Score -2.296446e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -22965514.000000 Penalty: 5981.027344
	Iteration 6Q: 3 clusters Score -2.296551e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -22967044.000000 Penalty: 5981.027344
	Iteration 7Q: 3 clusters Score -2.296704e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -22969598.000000 Penalty: 5981.027344
	Iteration 8Q: 3 clusters Score -2.29696e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -22973740.000000 Penalty: 5981.027344
	Iteration 9Q: 3 clusters Score -2.297374e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116736 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -22980046.000000 Penalty: 5981.027344
	Iteration 10F: 3 clusters Score -2.298005e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127709 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -22989186.000000 Penalty: 5981.027344
	Iteration 11F: 3 clusters Score -2.298919e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -22998212.000000 Penalty: 5981.027344
	Iteration 12F: 3 clusters Score -2.299821e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -23005462.000000 Penalty: 5981.027344
	Iteration 13F: 3 clusters Score -2.300546e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -23009690.000000 Penalty: 5981.027344
	Iteration 14Q: 3 clusters Score -2.300969e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -23012336.000000 Penalty: 5981.027344
	Iteration 15Q: 3 clusters Score -2.301234e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -23013978.000000 Penalty: 5981.027344
	Iteration 16Q: 3 clusters Score -2.301398e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -23015142.000000 Penalty: 5981.027344
	Iteration 17Q: 3 clusters Score -2.301514e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -23016056.000000 Penalty: 5981.027344
	Iteration 18Q: 3 clusters Score -2.301606e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -23016688.000000 Penalty: 5981.027344
	Iteration 19Q: 3 clusters Score -2.301669e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -23017156.000000 Penalty: 5981.027344
	Iteration 20F: 3 clusters Score -2.301716e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -23017496.000000 Penalty: 5981.027344
	Iteration 21Q: 3 clusters Score -2.30175e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -23017786.000000 Penalty: 5981.027344
	Iteration 22Q: 3 clusters Score -2.301779e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170083 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -23018030.000000 Penalty: 5981.027344
	Iteration 23Q: 3 clusters Score -2.301803e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23018286.000000 Penalty: 5981.027344
	Iteration 24Q: 3 clusters Score -2.301829e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -23018374.000000 Penalty: 5981.027344
	Iteration 25Q: 3 clusters Score -2.301837e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23018450.000000 Penalty: 5981.027344
	Iteration 26Q: 3 clusters Score -2.301845e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23018530.000000 Penalty: 5981.027344
	Iteration 27Q: 3 clusters Score -2.301853e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171080 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23018562.000000 Penalty: 5981.027344
	Iteration 28Q: 3 clusters Score -2.301856e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23018614.000000 Penalty: 5981.027344
	Iteration 29Q: 3 clusters Score -2.301861e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23018644.000000 Penalty: 5981.027344
	Iteration 30Q: 3 clusters Score -2.301864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23018668.000000 Penalty: 5981.027344
	Iteration 31Q: 3 clusters Score -2.301867e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -23018658.000000 Penalty: 5981.027344
	Iteration 32Q: 3 clusters Score -2.301866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23018674.000000 Penalty: 5981.027344
	Iteration 33Q: 3 clusters Score -2.301867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23018682.000000 Penalty: 5981.027344
	Iteration 34Q: 3 clusters Score -2.301868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23018696.000000 Penalty: 5981.027344
	Iteration 35Q: 3 clusters Score -2.30187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23018714.000000 Penalty: 5981.027344
	Iteration 36Q: 3 clusters Score -2.301871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23018744.000000 Penalty: 5981.027344
	Iteration 37Q: 3 clusters Score -2.301874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171461 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23018756.000000 Penalty: 5981.027344
	Iteration 38Q: 3 clusters Score -2.301876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171478 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23018750.000000 Penalty: 5981.027344
	Iteration 39Q: 3 clusters Score -2.301875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171494 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23018750.000000 Penalty: 5981.027344
	Iteration 40F: 3 clusters Score -2.301875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23018770.000000 Penalty: 5981.027344
	Iteration 41Q: 3 clusters Score -2.301877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171519 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23018764.000000 Penalty: 5981.027344
	Iteration 42Q: 3 clusters Score -2.301876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171531 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23018772.000000 Penalty: 5981.027344
	Iteration 43Q: 3 clusters Score -2.301877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171540 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -23018782.000000 Penalty: 5981.027344
	Iteration 44Q: 3 clusters Score -2.301878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171548 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23018790.000000 Penalty: 5981.027344
	Iteration 45Q: 3 clusters Score -2.301879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171553 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23018764.000000 Penalty: 5981.027344
	Iteration 46Q: 3 clusters Score -2.301876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -23018780.000000 Penalty: 5981.027344
	Iteration 47Q: 3 clusters Score -2.301878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23018772.000000 Penalty: 5981.027344
	Iteration 48Q: 3 clusters Score -2.301877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171566 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23018772.000000 Penalty: 5981.027344
	Iteration 49Q: 3 clusters Score -2.301877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -23018770.000000 Penalty: 5981.027344
	Iteration 50Q: 3 clusters Score -2.301877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171569 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23018768.000000 Penalty: 5981.027344
	Iteration 51Q: 3 clusters Score -2.301877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23018756.000000 Penalty: 5981.027344
	Iteration 52Q: 3 clusters Score -2.301876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23018772.000000 Penalty: 5981.027344
	Iteration 53Q: 3 clusters Score -2.301877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23018784.000000 Penalty: 5981.027344
	Iteration 54Q: 3 clusters Score -2.301878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23018782.000000 Penalty: 5981.027344
	Iteration 55Q: 3 clusters Score -2.301878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171591 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23018796.000000 Penalty: 5981.027344
	Iteration 56Q: 3 clusters Score -2.30188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171597 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -23018790.000000 Penalty: 5981.027344
	Iteration 57Q: 3 clusters Score -2.301879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23018806.000000 Penalty: 5981.027344
	Iteration 58Q: 3 clusters Score -2.301881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171615 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23018826.000000 Penalty: 5981.027344
	Iteration 59Q: 3 clusters Score -2.301883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171622 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23018832.000000 Penalty: 5981.027344
	Iteration 60F: 3 clusters Score -2.301883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23018842.000000 Penalty: 5981.027344
	Iteration 61Q: 3 clusters Score -2.301884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23018852.000000 Penalty: 5981.027344
	Iteration 62Q: 3 clusters Score -2.301885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171643 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -23018840.000000 Penalty: 5981.027344
	Iteration 63Q: 3 clusters Score -2.301884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171647 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23018854.000000 Penalty: 5981.027344
	Iteration 64Q: 3 clusters Score -2.301885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23018856.000000 Penalty: 5981.027344
	Iteration 65Q: 3 clusters Score -2.301886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -23018852.000000 Penalty: 5981.027344
	Iteration 66Q: 3 clusters Score -2.301885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171658 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -23018830.000000 Penalty: 5981.027344
	Iteration 67Q: 3 clusters Score -2.301883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23018844.000000 Penalty: 5981.027344
	Iteration 68Q: 3 clusters Score -2.301884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171658 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -23018858.000000 Penalty: 5981.027344
	Iteration 69Q: 3 clusters Score -2.301886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23018848.000000 Penalty: 5981.027344
	Iteration 70Q: 3 clusters Score -2.301885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23018842.000000 Penalty: 5981.027344
	Iteration 71Q: 3 clusters Score -2.301884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -23018852.000000 Penalty: 5981.027344
	Iteration 72Q: 3 clusters Score -2.301885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171668 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -23018858.000000 Penalty: 5981.027344
	Iteration 73Q: 3 clusters Score -2.301886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23018838.000000 Penalty: 5981.027344
	Iteration 74Q: 3 clusters Score -2.301884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23018838.000000 Penalty: 5981.027344
	Iteration 75F: 3 clusters Score -2.301884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Entering Unmasked Estep 
Score: -6345545.500000 Penalty: 2669.695068
	Iteration 0F: 2 clusters Score -6345546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6313484.500000 Penalty: 5339.390137
	Iteration 0F: 3 clusters Score -6313484 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6325676.500000 Penalty: 5339.390137
	Iteration 1F: 3 clusters Score -6325676 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -6326293.000000 Penalty: 5339.390137
	Iteration 2Q: 3 clusters Score -6326293 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -6326926.500000 Penalty: 5339.390137
	Iteration 3Q: 3 clusters Score -6326926 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -6327637.000000 Penalty: 5339.390137
	Iteration 4Q: 3 clusters Score -6327637 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6328417.000000 Penalty: 5339.390137
	Iteration 5Q: 3 clusters Score -6328417 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -6329273.500000 Penalty: 5339.390137
	Iteration 6Q: 3 clusters Score -6329274 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6330301.000000 Penalty: 5339.390137
	Iteration 7Q: 3 clusters Score -6330301 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -6331291.500000 Penalty: 5339.390137
	Iteration 8Q: 3 clusters Score -6331292 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6332524.000000 Penalty: 5339.390137
	Iteration 9Q: 3 clusters Score -6332524 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -6333942.500000 Penalty: 5339.390137
	Iteration 10Q: 3 clusters Score -6333942 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -6335482.500000 Penalty: 5339.390137
	Iteration 11Q: 3 clusters Score -6335482 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6336915.500000 Penalty: 5339.390137
	Iteration 12Q: 3 clusters Score -6336916 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -6337983.500000 Penalty: 5339.390137
	Iteration 13Q: 3 clusters Score -6337984 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -6338789.000000 Penalty: 5339.390137
	Iteration 14Q: 3 clusters Score -6338789 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -6339330.000000 Penalty: 5339.390137
	Iteration 15Q: 3 clusters Score -6339330 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -6339768.500000 Penalty: 5339.390137
	Iteration 16Q: 3 clusters Score -6339768 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -6340098.000000 Penalty: 5339.390137
	Iteration 17Q: 3 clusters Score -6340098 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -6340400.000000 Penalty: 5339.390137
	Iteration 18Q: 3 clusters Score -6340400 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -6340679.000000 Penalty: 5339.390137
	Iteration 19Q: 3 clusters Score -6340679 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -6340979.000000 Penalty: 5339.390137
	Iteration 20F: 3 clusters Score -6340979 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6341261.500000 Penalty: 5339.390137
	Iteration 21Q: 3 clusters Score -6341262 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6341543.000000 Penalty: 5339.390137
	Iteration 22Q: 3 clusters Score -6341543 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -6341788.500000 Penalty: 5339.390137
	Iteration 23Q: 3 clusters Score -6341788 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6342038.500000 Penalty: 5339.390137
	Iteration 24Q: 3 clusters Score -6342038 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6342227.500000 Penalty: 5339.390137
	Iteration 25Q: 3 clusters Score -6342228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -6342388.500000 Penalty: 5339.390137
	Iteration 26Q: 3 clusters Score -6342388 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -6342515.000000 Penalty: 5339.390137
	Iteration 27Q: 3 clusters Score -6342515 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6342616.500000 Penalty: 5339.390137
	Iteration 28Q: 3 clusters Score -6342616 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6342743.500000 Penalty: 5339.390137
	Iteration 29Q: 3 clusters Score -6342744 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -6342837.000000 Penalty: 5339.390137
	Iteration 30Q: 3 clusters Score -6342837 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6342912.500000 Penalty: 5339.390137
	Iteration 31Q: 3 clusters Score -6342912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6342955.000000 Penalty: 5339.390137
	Iteration 32Q: 3 clusters Score -6342955 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6343014.000000 Penalty: 5339.390137
	Iteration 33Q: 3 clusters Score -6343014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6343077.500000 Penalty: 5339.390137
	Iteration 34Q: 3 clusters Score -6343078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -6343135.000000 Penalty: 5339.390137
	Iteration 35Q: 3 clusters Score -6343135 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6343166.500000 Penalty: 5339.390137
	Iteration 36Q: 3 clusters Score -6343166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -6343199.500000 Penalty: 5339.390137
	Iteration 37Q: 3 clusters Score -6343200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6343227.500000 Penalty: 5339.390137
	Iteration 38Q: 3 clusters Score -6343228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6343253.000000 Penalty: 5339.390137
	Iteration 39Q: 3 clusters Score -6343253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6343268.500000 Penalty: 5339.390137
	Iteration 40F: 3 clusters Score -6343268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6343281.000000 Penalty: 5339.390137
	Iteration 41Q: 3 clusters Score -6343281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6343299.500000 Penalty: 5339.390137
	Iteration 42Q: 3 clusters Score -6343300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6343314.000000 Penalty: 5339.390137
	Iteration 43Q: 3 clusters Score -6343314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6343318.500000 Penalty: 5339.390137
	Iteration 44Q: 3 clusters Score -6343318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6343327.000000 Penalty: 5339.390137
	Iteration 45Q: 3 clusters Score -6343327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6343323.500000 Penalty: 5339.390137
	Iteration 46Q: 3 clusters Score -6343324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6343331.000000 Penalty: 5339.390137
	Iteration 47Q: 3 clusters Score -6343331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6343335.000000 Penalty: 5339.390137
	Iteration 48Q: 3 clusters Score -6343335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6343339.500000 Penalty: 5339.390137
	Iteration 49Q: 3 clusters Score -6343340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6343341.500000 Penalty: 5339.390137
	Iteration 50Q: 3 clusters Score -6343342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6343341.500000 Penalty: 5339.390137
	Iteration 51Q: 3 clusters Score -6343342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -6343337.500000 Penalty: 5339.390137
	Iteration 52Q: 3 clusters Score -6343338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6343336.000000 Penalty: 5339.390137
	Iteration 53Q: 3 clusters Score -6343336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6343337.500000 Penalty: 5339.390137
	Iteration 54Q: 3 clusters Score -6343338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6343335.000000 Penalty: 5339.390137
	Iteration 55Q: 3 clusters Score -6343335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -6343332.000000 Penalty: 5339.390137
	Iteration 56Q: 3 clusters Score -6343332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -6343334.500000 Penalty: 5339.390137
	Iteration 57Q: 3 clusters Score -6343334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6343339.500000 Penalty: 5339.390137
	Iteration 58Q: 3 clusters Score -6343340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6343338.500000 Penalty: 5339.390137
	Iteration 59Q: 3 clusters Score -6343338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6343341.500000 Penalty: 5339.390137
	Iteration 60F: 3 clusters Score -6343342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -6343340.500000 Penalty: 5339.390137
	Iteration 61Q: 3 clusters Score -6343340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6343341.000000 Penalty: 5339.390137
	Iteration 62Q: 3 clusters Score -6343341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6343344.500000 Penalty: 5339.390137
	Iteration 63Q: 3 clusters Score -6343344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -6343344.500000 Penalty: 5339.390137
	Iteration 64F: 3 clusters Score -6343344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (214408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214408 members 
Entering Unmasked Estep 
Score: -28429698.000000 Penalty: 3044.357666
	Iteration 0F: 2 clusters Score -2.84297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -28297456.000000 Penalty: 6088.715332
	Iteration 0F: 3 clusters Score -2.829746e+07 nChanged 103287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -28356932.000000 Penalty: 6088.715332
	Iteration 1F: 3 clusters Score -2.835693e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -28357862.000000 Penalty: 6088.715332
	Iteration 2Q: 3 clusters Score -2.835786e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -28358892.000000 Penalty: 6088.715332
	Iteration 3Q: 3 clusters Score -2.835889e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -28360032.000000 Penalty: 6088.715332
	Iteration 4Q: 3 clusters Score -2.836003e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -28361470.000000 Penalty: 6088.715332
	Iteration 5Q: 3 clusters Score -2.836147e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -28363550.000000 Penalty: 6088.715332
	Iteration 6Q: 3 clusters Score -2.836355e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -28366840.000000 Penalty: 6088.715332
	Iteration 7Q: 3 clusters Score -2.836684e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -28372628.000000 Penalty: 6088.715332
	Iteration 8Q: 3 clusters Score -2.837263e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -28382374.000000 Penalty: 6088.715332
	Iteration 9F: 3 clusters Score -2.838237e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -28393736.000000 Penalty: 6088.715332
	Iteration 10F: 3 clusters Score -2.839374e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -28400828.000000 Penalty: 6088.715332
	Iteration 11F: 3 clusters Score -2.840083e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -28403084.000000 Penalty: 6088.715332
	Iteration 12Q: 3 clusters Score -2.840308e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -28403848.000000 Penalty: 6088.715332
	Iteration 13Q: 3 clusters Score -2.840385e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -28404430.000000 Penalty: 6088.715332
	Iteration 14Q: 3 clusters Score -2.840443e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -28405110.000000 Penalty: 6088.715332
	Iteration 15Q: 3 clusters Score -2.840511e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117391 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -28405824.000000 Penalty: 6088.715332
	Iteration 16Q: 3 clusters Score -2.840582e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -28406326.000000 Penalty: 6088.715332
	Iteration 17Q: 3 clusters Score -2.840633e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -28407016.000000 Penalty: 6088.715332
	Iteration 18Q: 3 clusters Score -2.840702e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122634 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -28407748.000000 Penalty: 6088.715332
	Iteration 19Q: 3 clusters Score -2.840775e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124910 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -28408606.000000 Penalty: 6088.715332
	Iteration 20F: 3 clusters Score -2.840861e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -28409766.000000 Penalty: 6088.715332
	Iteration 21Q: 3 clusters Score -2.840977e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -28411076.000000 Penalty: 6088.715332
	Iteration 22Q: 3 clusters Score -2.841108e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -28412448.000000 Penalty: 6088.715332
	Iteration 23Q: 3 clusters Score -2.841245e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137178 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -28413748.000000 Penalty: 6088.715332
	Iteration 24Q: 3 clusters Score -2.841375e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -28414956.000000 Penalty: 6088.715332
	Iteration 25Q: 3 clusters Score -2.841496e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144184 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -28416342.000000 Penalty: 6088.715332
	Iteration 26Q: 3 clusters Score -2.841634e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -28417720.000000 Penalty: 6088.715332
	Iteration 27Q: 3 clusters Score -2.841772e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -28419128.000000 Penalty: 6088.715332
	Iteration 28Q: 3 clusters Score -2.841913e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -28420590.000000 Penalty: 6088.715332
	Iteration 29Q: 3 clusters Score -2.842059e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -28421956.000000 Penalty: 6088.715332
	Iteration 30Q: 3 clusters Score -2.842196e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -28423230.000000 Penalty: 6088.715332
	Iteration 31Q: 3 clusters Score -2.842323e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -28424362.000000 Penalty: 6088.715332
	Iteration 32Q: 3 clusters Score -2.842436e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -28425464.000000 Penalty: 6088.715332
	Iteration 33Q: 3 clusters Score -2.842546e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -28426048.000000 Penalty: 6088.715332
	Iteration 34Q: 3 clusters Score -2.842605e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -28426826.000000 Penalty: 6088.715332
	Iteration 35Q: 3 clusters Score -2.842683e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -28427386.000000 Penalty: 6088.715332
	Iteration 36Q: 3 clusters Score -2.842739e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -28427836.000000 Penalty: 6088.715332
	Iteration 37Q: 3 clusters Score -2.842784e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -28428092.000000 Penalty: 6088.715332
	Iteration 38Q: 3 clusters Score -2.842809e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177522 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -28428484.000000 Penalty: 6088.715332
	Iteration 39Q: 3 clusters Score -2.842848e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -28429004.000000 Penalty: 6088.715332
	Iteration 40F: 3 clusters Score -2.8429e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -28429302.000000 Penalty: 6088.715332
	Iteration 41Q: 3 clusters Score -2.84293e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -28429676.000000 Penalty: 6088.715332
	Iteration 42Q: 3 clusters Score -2.842968e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -28429780.000000 Penalty: 6088.715332
	Iteration 43Q: 3 clusters Score -2.842978e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -28429938.000000 Penalty: 6088.715332
	Iteration 44Q: 3 clusters Score -2.842994e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -28430096.000000 Penalty: 6088.715332
	Iteration 45Q: 3 clusters Score -2.84301e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188091 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -28430080.000000 Penalty: 6088.715332
	Iteration 46Q: 3 clusters Score -2.843008e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189307 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -28430116.000000 Penalty: 6088.715332
	Iteration 47Q: 3 clusters Score -2.843012e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -28430066.000000 Penalty: 6088.715332
	Iteration 48Q: 3 clusters Score -2.843007e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191471 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -28430238.000000 Penalty: 6088.715332
	Iteration 49Q: 3 clusters Score -2.843024e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192449 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -28430286.000000 Penalty: 6088.715332
	Iteration 50Q: 3 clusters Score -2.843029e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193401 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -28430210.000000 Penalty: 6088.715332
	Iteration 51Q: 3 clusters Score -2.843021e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194312 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -28430138.000000 Penalty: 6088.715332
	Iteration 52Q: 3 clusters Score -2.843014e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195179 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -28430200.000000 Penalty: 6088.715332
	Iteration 53Q: 3 clusters Score -2.84302e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195985 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -28430116.000000 Penalty: 6088.715332
	Iteration 54Q: 3 clusters Score -2.843012e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196753 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -28430058.000000 Penalty: 6088.715332
	Iteration 55Q: 3 clusters Score -2.843006e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197468 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -28430086.000000 Penalty: 6088.715332
	Iteration 56Q: 3 clusters Score -2.843009e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198112 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -28430066.000000 Penalty: 6088.715332
	Iteration 57Q: 3 clusters Score -2.843007e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198710 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -28430030.000000 Penalty: 6088.715332
	Iteration 58Q: 3 clusters Score -2.843003e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -28429892.000000 Penalty: 6088.715332
	Iteration 59Q: 3 clusters Score -2.842989e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199840 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -28429812.000000 Penalty: 6088.715332
	Iteration 60F: 3 clusters Score -2.842981e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200360 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -28429666.000000 Penalty: 6088.715332
	Iteration 61Q: 3 clusters Score -2.842967e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200870 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -28429616.000000 Penalty: 6088.715332
	Iteration 62Q: 3 clusters Score -2.842962e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201328 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -28429530.000000 Penalty: 6088.715332
	Iteration 63Q: 3 clusters Score -2.842953e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201746 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -28429514.000000 Penalty: 6088.715332
	Iteration 64Q: 3 clusters Score -2.842951e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202139 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -28429444.000000 Penalty: 6088.715332
	Iteration 65Q: 3 clusters Score -2.842944e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202529 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -28429352.000000 Penalty: 6088.715332
	Iteration 66Q: 3 clusters Score -2.842935e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202943 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -28429384.000000 Penalty: 6088.715332
	Iteration 67Q: 3 clusters Score -2.842938e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203382 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -28429266.000000 Penalty: 6088.715332
	Iteration 68Q: 3 clusters Score -2.842927e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203829 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -28429250.000000 Penalty: 6088.715332
	Iteration 69Q: 3 clusters Score -2.842925e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -28429190.000000 Penalty: 6088.715332
	Iteration 70Q: 3 clusters Score -2.842919e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204758 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -28429098.000000 Penalty: 6088.715332
	Iteration 71Q: 3 clusters Score -2.84291e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205224 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -28429018.000000 Penalty: 6088.715332
	Iteration 72Q: 3 clusters Score -2.842902e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205668 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -28429018.000000 Penalty: 6088.715332
	Iteration 73Q: 3 clusters Score -2.842902e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -28428958.000000 Penalty: 6088.715332
	Iteration 74Q: 3 clusters Score -2.842896e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206494 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -28428946.000000 Penalty: 6088.715332
	Iteration 75Q: 3 clusters Score -2.842895e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206855 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -28428862.000000 Penalty: 6088.715332
	Iteration 76Q: 3 clusters Score -2.842886e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207219 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -28428764.000000 Penalty: 6088.715332
	Iteration 77Q: 3 clusters Score -2.842876e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207555 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -28428674.000000 Penalty: 6088.715332
	Iteration 78Q: 3 clusters Score -2.842867e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207888 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -28428572.000000 Penalty: 6088.715332
	Iteration 79Q: 3 clusters Score -2.842857e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208213 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -28428576.000000 Penalty: 6088.715332
	Iteration 80F: 3 clusters Score -2.842858e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208569 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -28428532.000000 Penalty: 6088.715332
	Iteration 81Q: 3 clusters Score -2.842853e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208897 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -28428544.000000 Penalty: 6088.715332
	Iteration 82Q: 3 clusters Score -2.842854e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209216 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -28428478.000000 Penalty: 6088.715332
	Iteration 83Q: 3 clusters Score -2.842848e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209556 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -28428470.000000 Penalty: 6088.715332
	Iteration 84Q: 3 clusters Score -2.842847e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209875 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -28428428.000000 Penalty: 6088.715332
	Iteration 85Q: 3 clusters Score -2.842843e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210162 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -28428306.000000 Penalty: 6088.715332
	Iteration 86Q: 3 clusters Score -2.842831e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210457 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -28428178.000000 Penalty: 6088.715332
	Iteration 87Q: 3 clusters Score -2.842818e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210719 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -28428166.000000 Penalty: 6088.715332
	Iteration 88Q: 3 clusters Score -2.842817e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210956 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -28428102.000000 Penalty: 6088.715332
	Iteration 89Q: 3 clusters Score -2.84281e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -28427952.000000 Penalty: 6088.715332
	Iteration 90Q: 3 clusters Score -2.842795e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211387 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -28427904.000000 Penalty: 6088.715332
	Iteration 91Q: 3 clusters Score -2.84279e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211600 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -28427872.000000 Penalty: 6088.715332
	Iteration 92Q: 3 clusters Score -2.842787e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211794 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -28427760.000000 Penalty: 6088.715332
	Iteration 93Q: 3 clusters Score -2.842776e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211968 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -28427652.000000 Penalty: 6088.715332
	Iteration 94Q: 3 clusters Score -2.842765e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212103 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -28427600.000000 Penalty: 6088.715332
	Iteration 95Q: 3 clusters Score -2.84276e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212230 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -28427638.000000 Penalty: 6088.715332
	Iteration 96Q: 3 clusters Score -2.842764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212325 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -28427548.000000 Penalty: 6088.715332
	Iteration 97Q: 3 clusters Score -2.842755e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212425 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -28427612.000000 Penalty: 6088.715332
	Iteration 98Q: 3 clusters Score -2.842761e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212520 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -28427598.000000 Penalty: 6088.715332
	Iteration 99Q: 3 clusters Score -2.84276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212608 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -28427592.000000 Penalty: 6088.715332
	Iteration 100F: 3 clusters Score -2.842759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212704 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -28427612.000000 Penalty: 6088.715332
	Iteration 101Q: 3 clusters Score -2.842761e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212809 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -28427594.000000 Penalty: 6088.715332
	Iteration 102Q: 3 clusters Score -2.842759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212901 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -28427558.000000 Penalty: 6088.715332
	Iteration 103Q: 3 clusters Score -2.842756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212975 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -28427546.000000 Penalty: 6088.715332
	Iteration 104Q: 3 clusters Score -2.842755e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213046 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -28427536.000000 Penalty: 6088.715332
	Iteration 105Q: 3 clusters Score -2.842754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213102 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -28427550.000000 Penalty: 6088.715332
	Iteration 106Q: 3 clusters Score -2.842755e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213140 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -28427558.000000 Penalty: 6088.715332
	Iteration 107Q: 3 clusters Score -2.842756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213182 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -28427604.000000 Penalty: 6088.715332
	Iteration 108Q: 3 clusters Score -2.84276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213220 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -28427604.000000 Penalty: 6088.715332
	Iteration 109Q: 3 clusters Score -2.84276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213250 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -28427626.000000 Penalty: 6088.715332
	Iteration 110Q: 3 clusters Score -2.842763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -28427560.000000 Penalty: 6088.715332
	Iteration 111Q: 3 clusters Score -2.842756e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213314 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -28427570.000000 Penalty: 6088.715332
	Iteration 112Q: 3 clusters Score -2.842757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213331 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -28427590.000000 Penalty: 6088.715332
	Iteration 113Q: 3 clusters Score -2.842759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213347 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -28427566.000000 Penalty: 6088.715332
	Iteration 114Q: 3 clusters Score -2.842757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213362 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28427592.000000 Penalty: 6088.715332
	Iteration 115Q: 3 clusters Score -2.842759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213380 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -28427604.000000 Penalty: 6088.715332
	Iteration 116Q: 3 clusters Score -2.84276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213398 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -28427594.000000 Penalty: 6088.715332
	Iteration 117Q: 3 clusters Score -2.842759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213413 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -28427580.000000 Penalty: 6088.715332
	Iteration 118Q: 3 clusters Score -2.842758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -28427594.000000 Penalty: 6088.715332
	Iteration 119Q: 3 clusters Score -2.842759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213451 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -28427580.000000 Penalty: 6088.715332
	Iteration 120F: 3 clusters Score -2.842758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213466 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -28427584.000000 Penalty: 6088.715332
	Iteration 121Q: 3 clusters Score -2.842758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -28427582.000000 Penalty: 6088.715332
	Iteration 122Q: 3 clusters Score -2.842758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213482 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -28427588.000000 Penalty: 6088.715332
	Iteration 123Q: 3 clusters Score -2.842759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213490 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -28427574.000000 Penalty: 6088.715332
	Iteration 124Q: 3 clusters Score -2.842757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213496 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -28427606.000000 Penalty: 6088.715332
	Iteration 125Q: 3 clusters Score -2.842761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213502 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -28427614.000000 Penalty: 6088.715332
	Iteration 126Q: 3 clusters Score -2.842761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213508 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -28427598.000000 Penalty: 6088.715332
	Iteration 127Q: 3 clusters Score -2.84276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213519 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -28427608.000000 Penalty: 6088.715332
	Iteration 128Q: 3 clusters Score -2.842761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213521 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -28427612.000000 Penalty: 6088.715332
	Iteration 129Q: 3 clusters Score -2.842761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213523 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -28427610.000000 Penalty: 6088.715332
	Iteration 130Q: 3 clusters Score -2.842761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213525 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -28427618.000000 Penalty: 6088.715332
	Iteration 131Q: 3 clusters Score -2.842762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213527 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -28427618.000000 Penalty: 6088.715332
	Iteration 132Q: 3 clusters Score -2.842762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -28427618.000000 Penalty: 6088.715332
	Iteration 133Q: 3 clusters Score -2.842762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213531 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -28427600.000000 Penalty: 6088.715332
	Iteration 134Q: 3 clusters Score -2.84276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213532 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -28427604.000000 Penalty: 6088.715332
	Iteration 135Q: 3 clusters Score -2.84276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213534 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -28427602.000000 Penalty: 6088.715332
	Iteration 136Q: 3 clusters Score -2.84276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213535 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -28427622.000000 Penalty: 6088.715332
	Iteration 137Q: 3 clusters Score -2.842762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213537 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -28427618.000000 Penalty: 6088.715332
	Iteration 138Q: 3 clusters Score -2.842762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -28427620.000000 Penalty: 6088.715332
	Iteration 139Q: 3 clusters Score -2.842762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213538 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -28427620.000000 Penalty: 6088.715332
	Iteration 140F: 3 clusters Score -2.842762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -182534.218750 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -182534.2 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 667 members 
Entering Unmasked Estep 
Score: -180309.421875 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -180309.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -180653.046875 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -180653 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -180766.406250 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -180766.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -180809.781250 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -180809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180841.859375 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -180841.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -180869.156250 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -180869.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180883.812500 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -180883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180893.531250 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -180893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180901.937500 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -180901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -180905.703125 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -180905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180909.062500 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -180909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180910.843750 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -180910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180915.187500 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -180915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180920.968750 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -180921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180924.484375 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -180924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180926.734375 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -180926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180928.515625 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -180928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180930.578125 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -180930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180930.968750 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -180931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180930.968750 Penalty: 3589.224365
	Iteration 19F: 3 clusters Score -180931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24482 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167593 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28590 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 79939 members 
Mstep: Class 13 contains 54300 members 
Mstep: Class 14 contains 47046 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 133064 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172564 members 
Mstep: Class 21 contains 47330 members 
Mstep: Class 22 contains 214408 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254208.000000 Penalty: 68693.328125
Iteration 119Q: 21 clusters Score -1.352542e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24499 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167378 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28668 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 79838 members 
Mstep: Class 13 contains 54220 members 
Mstep: Class 14 contains 47030 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 133951 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172362 members 
Mstep: Class 21 contains 47272 members 
Mstep: Class 22 contains 214119 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254224.000000 Penalty: 68693.328125
Iteration 120F: 21 clusters Score -1.352542e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24518 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 27098 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167190 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 28758 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 79745 members 
Mstep: Class 13 contains 54134 members 
Mstep: Class 14 contains 47028 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 134758 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 172145 members 
Mstep: Class 21 contains 47222 members 
Mstep: Class 22 contains 213879 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -1.352539e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24537 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 27052 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 167077 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 28849 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 12 contains 79647 members 
Mstep: Class 13 contains 54040 members 
Mstep: Class 14 contains 47032 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 135548 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 171926 members 
Mstep: Class 21 contains 47165 members 
Mstep: Class 22 contains 213609 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 21 clusters Score -1.352539e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24558 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 27015 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166976 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 28934 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 79535 members 
Mstep: Class 13 contains 53953 members 
Mstep: Class 14 contains 47021 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 136360 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 171696 members 
Mstep: Class 21 contains 47085 members 
Mstep: Class 22 contains 213346 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 21 clusters Score -1.35254e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24574 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26976 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166847 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 29025 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 79422 members 
Mstep: Class 13 contains 53871 members 
Mstep: Class 14 contains 47014 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 137128 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 171484 members 
Mstep: Class 21 contains 47020 members 
Mstep: Class 22 contains 213124 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -1.352543e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24595 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26944 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166763 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 29109 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 79329 members 
Mstep: Class 13 contains 53797 members 
Mstep: Class 14 contains 47002 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 137933 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 171241 members 
Mstep: Class 21 contains 46929 members 
Mstep: Class 22 contains 212845 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 21 clusters Score -1.352544e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24629 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166667 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 29201 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 3001 members 
Mstep: Class 12 contains 79241 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 46994 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 138724 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 170990 members 
Mstep: Class 21 contains 46825 members 
Mstep: Class 22 contains 212568 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135254480.000000 Penalty: 68693.328125
Iteration 126Q: 21 clusters Score -1.352545e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24650 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26894 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166558 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 29287 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2997 members 
Mstep: Class 12 contains 79131 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 46995 members 
Mstep: Class 15 contains 28327 members 
Mstep: Class 16 contains 139502 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 170774 members 
Mstep: Class 21 contains 46731 members 
Mstep: Class 22 contains 212310 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 21 clusters Score -1.352546e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24683 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26870 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166449 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 29358 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 79012 members 
Mstep: Class 13 contains 53603 members 
Mstep: Class 14 contains 46996 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 140335 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 170569 members 
Mstep: Class 21 contains 46632 members 
Mstep: Class 22 contains 212001 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 21 clusters Score -1.352548e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24715 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26852 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166369 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 29415 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 12 contains 78891 members 
Mstep: Class 13 contains 53538 members 
Mstep: Class 14 contains 46976 members 
Mstep: Class 15 contains 28322 members 
Mstep: Class 16 contains 141141 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 170342 members 
Mstep: Class 21 contains 46508 members 
Mstep: Class 22 contains 211764 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -1.352548e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24735 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26838 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166289 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 29479 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 12 contains 78786 members 
Mstep: Class 13 contains 53473 members 
Mstep: Class 14 contains 46956 members 
Mstep: Class 15 contains 28312 members 
Mstep: Class 16 contains 141906 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 170136 members 
Mstep: Class 21 contains 46399 members 
Mstep: Class 22 contains 211529 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -1.352548e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24755 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26824 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166207 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 29532 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 78660 members 
Mstep: Class 13 contains 53397 members 
Mstep: Class 14 contains 46939 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 142723 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169929 members 
Mstep: Class 21 contains 46302 members 
Mstep: Class 22 contains 211265 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.35255e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24783 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26819 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 166060 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 29601 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 78515 members 
Mstep: Class 13 contains 53343 members 
Mstep: Class 14 contains 46913 members 
Mstep: Class 15 contains 28293 members 
Mstep: Class 16 contains 143600 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169746 members 
Mstep: Class 21 contains 46212 members 
Mstep: Class 22 contains 210959 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255088.000000 Penalty: 68693.328125
Iteration 132Q: 21 clusters Score -1.352551e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24798 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26803 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165911 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 12 contains 78381 members 
Mstep: Class 13 contains 53302 members 
Mstep: Class 14 contains 46894 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 144437 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169614 members 
Mstep: Class 21 contains 46108 members 
Mstep: Class 22 contains 210626 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -1.352551e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24811 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26803 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165740 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 29788 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 78271 members 
Mstep: Class 13 contains 53244 members 
Mstep: Class 14 contains 46885 members 
Mstep: Class 15 contains 28277 members 
Mstep: Class 16 contains 145298 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169457 members 
Mstep: Class 21 contains 45987 members 
Mstep: Class 22 contains 210289 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135255088.000000 Penalty: 68693.328125
Iteration 134Q: 21 clusters Score -1.352551e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24826 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26796 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165553 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 29881 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 78140 members 
Mstep: Class 13 contains 53178 members 
Mstep: Class 14 contains 46883 members 
Mstep: Class 15 contains 28261 members 
Mstep: Class 16 contains 146212 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169256 members 
Mstep: Class 21 contains 45883 members 
Mstep: Class 22 contains 209983 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -1.352557e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24842 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26800 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165378 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 29987 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 78022 members 
Mstep: Class 13 contains 53088 members 
Mstep: Class 14 contains 46870 members 
Mstep: Class 15 contains 28235 members 
Mstep: Class 16 contains 147049 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 169096 members 
Mstep: Class 21 contains 45793 members 
Mstep: Class 22 contains 209693 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 21 clusters Score -1.352558e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24868 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26792 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165204 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 30085 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 77896 members 
Mstep: Class 13 contains 53014 members 
Mstep: Class 14 contains 46857 members 
Mstep: Class 15 contains 28227 members 
Mstep: Class 16 contains 147904 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168933 members 
Mstep: Class 21 contains 45689 members 
Mstep: Class 22 contains 209382 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 21 clusters Score -1.352558e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24881 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 26783 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165023 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 30179 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 12 contains 77753 members 
Mstep: Class 13 contains 52937 members 
Mstep: Class 14 contains 46840 members 
Mstep: Class 15 contains 28220 members 
Mstep: Class 16 contains 148792 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168797 members 
Mstep: Class 21 contains 45575 members 
Mstep: Class 22 contains 209069 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.352559e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24883 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164853 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 30273 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 12 contains 77605 members 
Mstep: Class 13 contains 52864 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 28202 members 
Mstep: Class 16 contains 149733 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168685 members 
Mstep: Class 21 contains 45461 members 
Mstep: Class 22 contains 208705 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.352563e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26748 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164654 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 30374 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 77460 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 46814 members 
Mstep: Class 15 contains 28176 members 
Mstep: Class 16 contains 150682 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168516 members 
Mstep: Class 21 contains 45354 members 
Mstep: Class 22 contains 208387 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.352564e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24895 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26727 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164429 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 30488 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 77329 members 
Mstep: Class 13 contains 52699 members 
Mstep: Class 14 contains 46801 members 
Mstep: Class 15 contains 28149 members 
Mstep: Class 16 contains 151675 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168376 members 
Mstep: Class 21 contains 45252 members 
Mstep: Class 22 contains 208029 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.352568e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24896 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26713 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164216 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 30589 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 12 contains 77205 members 
Mstep: Class 13 contains 52599 members 
Mstep: Class 14 contains 46786 members 
Mstep: Class 15 contains 28138 members 
Mstep: Class 16 contains 152652 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168234 members 
Mstep: Class 21 contains 45131 members 
Mstep: Class 22 contains 207688 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.352569e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24902 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26695 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164052 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 30696 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 77057 members 
Mstep: Class 13 contains 52499 members 
Mstep: Class 14 contains 46752 members 
Mstep: Class 15 contains 28120 members 
Mstep: Class 16 contains 153585 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 168084 members 
Mstep: Class 21 contains 45023 members 
Mstep: Class 22 contains 207385 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.352569e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24895 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 26681 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163919 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 30798 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 76915 members 
Mstep: Class 13 contains 52381 members 
Mstep: Class 14 contains 46711 members 
Mstep: Class 15 contains 28083 members 
Mstep: Class 16 contains 154510 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167950 members 
Mstep: Class 21 contains 44900 members 
Mstep: Class 22 contains 207106 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.352569e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24897 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163771 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2975 members 
Mstep: Class 12 contains 76775 members 
Mstep: Class 13 contains 52294 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 28046 members 
Mstep: Class 16 contains 155365 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167850 members 
Mstep: Class 21 contains 44790 members 
Mstep: Class 22 contains 206795 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.352572e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24903 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 26654 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163631 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 31052 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 76659 members 
Mstep: Class 13 contains 52192 members 
Mstep: Class 14 contains 46640 members 
Mstep: Class 15 contains 28003 members 
Mstep: Class 16 contains 156173 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167746 members 
Mstep: Class 21 contains 44709 members 
Mstep: Class 22 contains 206489 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257568.000000 Penalty: 68693.328125
Iteration 146Q: 21 clusters Score -1.352576e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163536 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 31178 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 76556 members 
Mstep: Class 13 contains 52085 members 
Mstep: Class 14 contains 46612 members 
Mstep: Class 15 contains 27969 members 
Mstep: Class 16 contains 156903 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167599 members 
Mstep: Class 21 contains 44626 members 
Mstep: Class 22 contains 206233 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257648.000000 Penalty: 68693.328125
Iteration 147Q: 21 clusters Score -1.352576e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 26639 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 31299 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 76449 members 
Mstep: Class 13 contains 51983 members 
Mstep: Class 14 contains 46600 members 
Mstep: Class 15 contains 27936 members 
Mstep: Class 16 contains 157586 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167471 members 
Mstep: Class 21 contains 44547 members 
Mstep: Class 22 contains 205969 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257632.000000 Penalty: 68693.328125
Iteration 148Q: 21 clusters Score -1.352576e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24931 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 26628 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163374 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 31422 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 76314 members 
Mstep: Class 13 contains 51880 members 
Mstep: Class 14 contains 46566 members 
Mstep: Class 15 contains 27917 members 
Mstep: Class 16 contains 158247 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167354 members 
Mstep: Class 21 contains 44473 members 
Mstep: Class 22 contains 205754 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257424.000000 Penalty: 68693.328125
Iteration 149Q: 21 clusters Score -1.352574e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24933 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 26629 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163274 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 31533 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 51782 members 
Mstep: Class 14 contains 46552 members 
Mstep: Class 15 contains 27900 members 
Mstep: Class 16 contains 158895 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167280 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 205522 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257520.000000 Penalty: 68693.328125
Iteration 150Q: 21 clusters Score -1.352575e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24944 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163200 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 31654 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 75984 members 
Mstep: Class 13 contains 51687 members 
Mstep: Class 14 contains 46533 members 
Mstep: Class 15 contains 27885 members 
Mstep: Class 16 contains 159513 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167170 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 22 contains 205300 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257552.000000 Penalty: 68693.328125
Iteration 151Q: 21 clusters Score -1.352576e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24951 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 26651 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163113 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 31770 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 75829 members 
Mstep: Class 13 contains 51564 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 27861 members 
Mstep: Class 16 contains 160168 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 167068 members 
Mstep: Class 21 contains 44319 members 
Mstep: Class 22 contains 205073 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257632.000000 Penalty: 68693.328125
Iteration 152Q: 21 clusters Score -1.352576e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24959 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 26678 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162982 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 31869 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 75687 members 
Mstep: Class 13 contains 51449 members 
Mstep: Class 14 contains 46473 members 
Mstep: Class 15 contains 27840 members 
Mstep: Class 16 contains 160789 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166987 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 204887 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135257792.000000 Penalty: 68693.328125
Iteration 153Q: 21 clusters Score -1.352578e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24971 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 26692 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162893 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 75553 members 
Mstep: Class 13 contains 51345 members 
Mstep: Class 14 contains 46446 members 
Mstep: Class 15 contains 27825 members 
Mstep: Class 16 contains 161391 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166888 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 204674 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258320.000000 Penalty: 68693.328125
Iteration 154Q: 21 clusters Score -1.352583e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162816 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32094 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 75412 members 
Mstep: Class 13 contains 51236 members 
Mstep: Class 14 contains 46414 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 161978 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166785 members 
Mstep: Class 21 contains 44158 members 
Mstep: Class 22 contains 204485 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258784.000000 Penalty: 68693.328125
Iteration 155Q: 21 clusters Score -1.352588e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26731 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162757 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 32222 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 75268 members 
Mstep: Class 13 contains 51123 members 
Mstep: Class 14 contains 46390 members 
Mstep: Class 15 contains 27799 members 
Mstep: Class 16 contains 162503 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166691 members 
Mstep: Class 21 contains 44091 members 
Mstep: Class 22 contains 204326 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258784.000000 Penalty: 68693.328125
Iteration 156Q: 21 clusters Score -1.352588e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25000 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26757 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162703 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 32335 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 75131 members 
Mstep: Class 13 contains 51014 members 
Mstep: Class 14 contains 46364 members 
Mstep: Class 15 contains 27783 members 
Mstep: Class 16 contains 162919 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166622 members 
Mstep: Class 21 contains 44048 members 
Mstep: Class 22 contains 204220 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135258992.000000 Penalty: 68693.328125
Iteration 157Q: 21 clusters Score -1.35259e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25008 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26778 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162639 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32450 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 12 contains 75009 members 
Mstep: Class 13 contains 50920 members 
Mstep: Class 14 contains 46321 members 
Mstep: Class 15 contains 27773 members 
Mstep: Class 16 contains 163280 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166558 members 
Mstep: Class 21 contains 44005 members 
Mstep: Class 22 contains 204157 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259264.000000 Penalty: 68693.328125
Iteration 158Q: 21 clusters Score -1.352593e+08 nChanged 1785
Entering ConstructFrom: 
Score: -135259264.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118881.906250 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118881.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -119294.718750 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119294.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119802.664062 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119802.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120336.789062 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -120336.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120597.242188 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120597.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -120745.171875 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120745.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -120819.171875 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -120874.132812 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -120906.414062 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120923.406250 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120941.382812 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120963.257812 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -120972.148438 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -120989.640625 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -121017.257812 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -121017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -121024.804688 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -121024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121027.242188 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -121027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121029.414062 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -121029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121029.414062 Penalty: 3425.750488
	Iteration 18F: 3 clusters Score -121029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26807 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162592 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 74887 members 
Mstep: Class 13 contains 50827 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 27759 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166547 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 204081 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
Score: -135257712.000000 Penalty: 72127.992188
Splitting cluster 1 changes total score from -135259264.000000 to -135257712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (25017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Entering Unmasked Estep 
Score: -3208920.000000 Penalty: 2511.572998
	Iteration 0F: 2 clusters Score -3208920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3191633.250000 Penalty: 5023.145996
	Iteration 0F: 3 clusters Score -3191633 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3197670.500000 Penalty: 5023.145996
	Iteration 1F: 3 clusters Score -3197670 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3198293.000000 Penalty: 5023.145996
	Iteration 2F: 3 clusters Score -3198293 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3198850.750000 Penalty: 5023.145996
	Iteration 3Q: 3 clusters Score -3198851 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3199338.750000 Penalty: 5023.145996
	Iteration 4Q: 3 clusters Score -3199339 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3199778.250000 Penalty: 5023.145996
	Iteration 5Q: 3 clusters Score -3199778 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3200268.250000 Penalty: 5023.145996
	Iteration 6Q: 3 clusters Score -3200268 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3200753.750000 Penalty: 5023.145996
	Iteration 7Q: 3 clusters Score -3200754 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3201242.000000 Penalty: 5023.145996
	Iteration 8Q: 3 clusters Score -3201242 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3201746.500000 Penalty: 5023.145996
	Iteration 9Q: 3 clusters Score -3201746 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3202224.250000 Penalty: 5023.145996
	Iteration 10Q: 3 clusters Score -3202224 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3202662.000000 Penalty: 5023.145996
	Iteration 11Q: 3 clusters Score -3202662 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3203093.000000 Penalty: 5023.145996
	Iteration 12Q: 3 clusters Score -3203093 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3203519.000000 Penalty: 5023.145996
	Iteration 13Q: 3 clusters Score -3203519 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3203960.250000 Penalty: 5023.145996
	Iteration 14Q: 3 clusters Score -3203960 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3204373.000000 Penalty: 5023.145996
	Iteration 15Q: 3 clusters Score -3204373 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3204761.250000 Penalty: 5023.145996
	Iteration 16Q: 3 clusters Score -3204761 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3205138.500000 Penalty: 5023.145996
	Iteration 17Q: 3 clusters Score -3205138 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3205483.750000 Penalty: 5023.145996
	Iteration 18Q: 3 clusters Score -3205484 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3205780.250000 Penalty: 5023.145996
	Iteration 19Q: 3 clusters Score -3205780 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3206024.000000 Penalty: 5023.145996
	Iteration 20F: 3 clusters Score -3206024 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3206196.500000 Penalty: 5023.145996
	Iteration 21Q: 3 clusters Score -3206196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3206320.000000 Penalty: 5023.145996
	Iteration 22Q: 3 clusters Score -3206320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3206424.750000 Penalty: 5023.145996
	Iteration 23Q: 3 clusters Score -3206425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3206497.750000 Penalty: 5023.145996
	Iteration 24Q: 3 clusters Score -3206498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -3206549.750000 Penalty: 5023.145996
	Iteration 25Q: 3 clusters Score -3206550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3206603.500000 Penalty: 5023.145996
	Iteration 26Q: 3 clusters Score -3206604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3206645.750000 Penalty: 5023.145996
	Iteration 27Q: 3 clusters Score -3206646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3206684.250000 Penalty: 5023.145996
	Iteration 28Q: 3 clusters Score -3206684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3206715.000000 Penalty: 5023.145996
	Iteration 29Q: 3 clusters Score -3206715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3206728.500000 Penalty: 5023.145996
	Iteration 30Q: 3 clusters Score -3206728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3206752.000000 Penalty: 5023.145996
	Iteration 31Q: 3 clusters Score -3206752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3206764.250000 Penalty: 5023.145996
	Iteration 32Q: 3 clusters Score -3206764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3206777.750000 Penalty: 5023.145996
	Iteration 33Q: 3 clusters Score -3206778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3206780.750000 Penalty: 5023.145996
	Iteration 34Q: 3 clusters Score -3206781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3206787.500000 Penalty: 5023.145996
	Iteration 35Q: 3 clusters Score -3206788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3206794.750000 Penalty: 5023.145996
	Iteration 36Q: 3 clusters Score -3206795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3206796.250000 Penalty: 5023.145996
	Iteration 37Q: 3 clusters Score -3206796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3206803.500000 Penalty: 5023.145996
	Iteration 38Q: 3 clusters Score -3206804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3206813.250000 Penalty: 5023.145996
	Iteration 39Q: 3 clusters Score -3206813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3206814.250000 Penalty: 5023.145996
	Iteration 40F: 3 clusters Score -3206814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3206824.500000 Penalty: 5023.145996
	Iteration 41Q: 3 clusters Score -3206824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3206832.250000 Penalty: 5023.145996
	Iteration 42Q: 3 clusters Score -3206832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3206836.250000 Penalty: 5023.145996
	Iteration 43Q: 3 clusters Score -3206836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3206835.750000 Penalty: 5023.145996
	Iteration 44Q: 3 clusters Score -3206836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3206837.000000 Penalty: 5023.145996
	Iteration 45Q: 3 clusters Score -3206837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3206840.000000 Penalty: 5023.145996
	Iteration 46Q: 3 clusters Score -3206840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3206839.250000 Penalty: 5023.145996
	Iteration 47Q: 3 clusters Score -3206839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3206842.750000 Penalty: 5023.145996
	Iteration 48Q: 3 clusters Score -3206843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3206845.250000 Penalty: 5023.145996
	Iteration 49Q: 3 clusters Score -3206845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3206848.250000 Penalty: 5023.145996
	Iteration 50Q: 3 clusters Score -3206848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3206854.250000 Penalty: 5023.145996
	Iteration 51Q: 3 clusters Score -3206854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3206854.250000 Penalty: 5023.145996
	Iteration 52F: 3 clusters Score -3206854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -80003.515625 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -80003.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78353.164062 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -78353.16 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78552.007812 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -78552.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78608.835938 Penalty: 3208.748047
	Iteration 2Q: 3 clusters Score -78608.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78636.921875 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -78636.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78652.507812 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -78652.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78666.312500 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -78666.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78675.750000 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -78675.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78681.140625 Penalty: 3208.748047
	Iteration 7Q: 3 clusters Score -78681.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78686.046875 Penalty: 3208.748047
	Iteration 8Q: 3 clusters Score -78686.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78686.046875 Penalty: 3208.748047
	Iteration 9F: 3 clusters Score -78686.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Entering Unmasked Estep 
Score: -3434912.250000 Penalty: 2528.711914
	Iteration 0F: 2 clusters Score -3434912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3416417.250000 Penalty: 5057.423828
	Iteration 0F: 3 clusters Score -3416417 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3422863.000000 Penalty: 5057.423828
	Iteration 1F: 3 clusters Score -3422863 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3423402.750000 Penalty: 5057.423828
	Iteration 2Q: 3 clusters Score -3423403 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3423950.750000 Penalty: 5057.423828
	Iteration 3Q: 3 clusters Score -3423951 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3424443.750000 Penalty: 5057.423828
	Iteration 4Q: 3 clusters Score -3424444 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3424955.500000 Penalty: 5057.423828
	Iteration 5Q: 3 clusters Score -3424956 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3425463.750000 Penalty: 5057.423828
	Iteration 6Q: 3 clusters Score -3425464 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3425986.250000 Penalty: 5057.423828
	Iteration 7Q: 3 clusters Score -3425986 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3426568.750000 Penalty: 5057.423828
	Iteration 8Q: 3 clusters Score -3426569 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3427145.000000 Penalty: 5057.423828
	Iteration 9Q: 3 clusters Score -3427145 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3427770.000000 Penalty: 5057.423828
	Iteration 10Q: 3 clusters Score -3427770 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3428516.250000 Penalty: 5057.423828
	Iteration 11Q: 3 clusters Score -3428516 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3429292.500000 Penalty: 5057.423828
	Iteration 12Q: 3 clusters Score -3429292 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3430100.500000 Penalty: 5057.423828
	Iteration 13Q: 3 clusters Score -3430100 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3430791.500000 Penalty: 5057.423828
	Iteration 14Q: 3 clusters Score -3430792 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3431407.750000 Penalty: 5057.423828
	Iteration 15Q: 3 clusters Score -3431408 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3431901.250000 Penalty: 5057.423828
	Iteration 16Q: 3 clusters Score -3431901 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3432247.000000 Penalty: 5057.423828
	Iteration 17Q: 3 clusters Score -3432247 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3432465.500000 Penalty: 5057.423828
	Iteration 18Q: 3 clusters Score -3432466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3432577.500000 Penalty: 5057.423828
	Iteration 19Q: 3 clusters Score -3432578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3432656.000000 Penalty: 5057.423828
	Iteration 20F: 3 clusters Score -3432656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3432727.500000 Penalty: 5057.423828
	Iteration 21Q: 3 clusters Score -3432728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3432766.250000 Penalty: 5057.423828
	Iteration 22Q: 3 clusters Score -3432766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3432796.750000 Penalty: 5057.423828
	Iteration 23Q: 3 clusters Score -3432797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3432816.750000 Penalty: 5057.423828
	Iteration 24Q: 3 clusters Score -3432817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3432818.250000 Penalty: 5057.423828
	Iteration 25Q: 3 clusters Score -3432818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3432828.250000 Penalty: 5057.423828
	Iteration 26Q: 3 clusters Score -3432828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3432841.000000 Penalty: 5057.423828
	Iteration 27Q: 3 clusters Score -3432841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3432847.750000 Penalty: 5057.423828
	Iteration 28Q: 3 clusters Score -3432848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3432848.500000 Penalty: 5057.423828
	Iteration 29Q: 3 clusters Score -3432848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3432853.000000 Penalty: 5057.423828
	Iteration 30Q: 3 clusters Score -3432853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3432852.500000 Penalty: 5057.423828
	Iteration 31Q: 3 clusters Score -3432852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3432854.250000 Penalty: 5057.423828
	Iteration 32Q: 3 clusters Score -3432854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3432853.750000 Penalty: 5057.423828
	Iteration 33Q: 3 clusters Score -3432854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3432857.000000 Penalty: 5057.423828
	Iteration 34Q: 3 clusters Score -3432857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3432855.500000 Penalty: 5057.423828
	Iteration 35Q: 3 clusters Score -3432856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3432855.500000 Penalty: 5057.423828
	Iteration 36Q: 3 clusters Score -3432856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3432858.000000 Penalty: 5057.423828
	Iteration 37Q: 3 clusters Score -3432858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3432856.250000 Penalty: 5057.423828
	Iteration 38Q: 3 clusters Score -3432856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3432860.250000 Penalty: 5057.423828
	Iteration 39Q: 3 clusters Score -3432860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3432859.250000 Penalty: 5057.423828
	Iteration 40F: 3 clusters Score -3432859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112664.398438 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112664.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112950.117188 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112950.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113055.578125 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113055.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113113.078125 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -113113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113175.359375 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -113175.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113217.945312 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -113217.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113253.156250 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -113253.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113315.671875 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -113315.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -113430.382812 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -113430.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113590.734375 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -113590.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113898.320312 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -113898.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114160.773438 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114206.734375 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114206.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114251.359375 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114289.664062 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114289.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114341.531250 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114341.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114458.773438 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114600.882812 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114600.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114736.343750 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -114779.984375 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114809.843750 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114835.906250 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -114835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114852.507812 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -114852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114860.859375 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -114860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114866.445312 Penalty: 3412.160645
	Iteration 24Q: 3 clusters Score -114866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114870.296875 Penalty: 3412.160645
	Iteration 25Q: 3 clusters Score -114870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114875.171875 Penalty: 3412.160645
	Iteration 26Q: 3 clusters Score -114875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114877.773438 Penalty: 3412.160645
	Iteration 27Q: 3 clusters Score -114877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114880.250000 Penalty: 3412.160645
	Iteration 28Q: 3 clusters Score -114880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114885.117188 Penalty: 3412.160645
	Iteration 29Q: 3 clusters Score -114885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114887.773438 Penalty: 3412.160645
	Iteration 30Q: 3 clusters Score -114887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -114889.656250 Penalty: 3412.160645
	Iteration 31Q: 3 clusters Score -114889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114890.617188 Penalty: 3412.160645
	Iteration 32Q: 3 clusters Score -114890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114893.523438 Penalty: 3412.160645
	Iteration 33Q: 3 clusters Score -114893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114893.523438 Penalty: 3412.160645
	Iteration 34F: 3 clusters Score -114893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26807 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 162592 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 74887 members 
Mstep: Class 13 contains 50827 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 27759 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166547 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 204081 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
Score: -135257984.000000 Penalty: 72127.992188
Splitting cluster 5 changes total score from -135259264.000000 to -135257984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (162592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162592 members 
Entering Unmasked Estep 
Score: -21682058.000000 Penalty: 2975.751953
	Iteration 0F: 2 clusters Score -2.168206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -21578904.000000 Penalty: 5951.503906
	Iteration 0F: 3 clusters Score -2.15789e+07 nChanged 77693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -21624282.000000 Penalty: 5951.503906
	Iteration 1F: 3 clusters Score -2.162428e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -21625598.000000 Penalty: 5951.503906
	Iteration 2Q: 3 clusters Score -2.16256e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -21627124.000000 Penalty: 5951.503906
	Iteration 3Q: 3 clusters Score -2.162712e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -21629106.000000 Penalty: 5951.503906
	Iteration 4Q: 3 clusters Score -2.162911e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -21632274.000000 Penalty: 5951.503906
	Iteration 5Q: 3 clusters Score -2.163227e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -21636812.000000 Penalty: 5951.503906
	Iteration 6F: 3 clusters Score -2.163681e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -21643982.000000 Penalty: 5951.503906
	Iteration 7F: 3 clusters Score -2.164398e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -21652430.000000 Penalty: 5951.503906
	Iteration 8F: 3 clusters Score -2.165243e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -21659026.000000 Penalty: 5951.503906
	Iteration 9F: 3 clusters Score -2.165903e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -21661890.000000 Penalty: 5951.503906
	Iteration 10Q: 3 clusters Score -2.166189e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -21662828.000000 Penalty: 5951.503906
	Iteration 11Q: 3 clusters Score -2.166283e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -21663214.000000 Penalty: 5951.503906
	Iteration 12Q: 3 clusters Score -2.166321e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -21663464.000000 Penalty: 5951.503906
	Iteration 13Q: 3 clusters Score -2.166346e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -21663566.000000 Penalty: 5951.503906
	Iteration 14Q: 3 clusters Score -2.166357e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -21663770.000000 Penalty: 5951.503906
	Iteration 15Q: 3 clusters Score -2.166377e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -21663800.000000 Penalty: 5951.503906
	Iteration 16Q: 3 clusters Score -2.16638e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -21664028.000000 Penalty: 5951.503906
	Iteration 17Q: 3 clusters Score -2.166403e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -21664098.000000 Penalty: 5951.503906
	Iteration 18Q: 3 clusters Score -2.16641e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -21664238.000000 Penalty: 5951.503906
	Iteration 19Q: 3 clusters Score -2.166424e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -21664418.000000 Penalty: 5951.503906
	Iteration 20F: 3 clusters Score -2.166442e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -21664650.000000 Penalty: 5951.503906
	Iteration 21Q: 3 clusters Score -2.166465e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -21664812.000000 Penalty: 5951.503906
	Iteration 22Q: 3 clusters Score -2.166481e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -21664956.000000 Penalty: 5951.503906
	Iteration 23Q: 3 clusters Score -2.166496e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 91404 members 
Entering Unmasked Estep 
Score: -21665164.000000 Penalty: 5951.503906
	Iteration 24Q: 3 clusters Score -2.166516e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -21665248.000000 Penalty: 5951.503906
	Iteration 25Q: 3 clusters Score -2.166525e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -21665442.000000 Penalty: 5951.503906
	Iteration 26Q: 3 clusters Score -2.166544e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -21665542.000000 Penalty: 5951.503906
	Iteration 27Q: 3 clusters Score -2.166554e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -21665712.000000 Penalty: 5951.503906
	Iteration 28Q: 3 clusters Score -2.166571e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -21665860.000000 Penalty: 5951.503906
	Iteration 29Q: 3 clusters Score -2.166586e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -21666024.000000 Penalty: 5951.503906
	Iteration 30Q: 3 clusters Score -2.166602e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -21666196.000000 Penalty: 5951.503906
	Iteration 31Q: 3 clusters Score -2.16662e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -21666542.000000 Penalty: 5951.503906
	Iteration 32Q: 3 clusters Score -2.166654e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -21666816.000000 Penalty: 5951.503906
	Iteration 33Q: 3 clusters Score -2.166682e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -21666928.000000 Penalty: 5951.503906
	Iteration 34Q: 3 clusters Score -2.166693e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -21667276.000000 Penalty: 5951.503906
	Iteration 35Q: 3 clusters Score -2.166728e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -21667492.000000 Penalty: 5951.503906
	Iteration 36Q: 3 clusters Score -2.166749e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -21667662.000000 Penalty: 5951.503906
	Iteration 37Q: 3 clusters Score -2.166766e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -21667906.000000 Penalty: 5951.503906
	Iteration 38Q: 3 clusters Score -2.166791e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -21668116.000000 Penalty: 5951.503906
	Iteration 39Q: 3 clusters Score -2.166812e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -21668374.000000 Penalty: 5951.503906
	Iteration 40F: 3 clusters Score -2.166837e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -21668606.000000 Penalty: 5951.503906
	Iteration 41Q: 3 clusters Score -2.166861e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -21668838.000000 Penalty: 5951.503906
	Iteration 42Q: 3 clusters Score -2.166884e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 115012 members 
Entering Unmasked Estep 
Score: -21669090.000000 Penalty: 5951.503906
	Iteration 43Q: 3 clusters Score -2.166909e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -21669428.000000 Penalty: 5951.503906
	Iteration 44Q: 3 clusters Score -2.166943e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -21669656.000000 Penalty: 5951.503906
	Iteration 45Q: 3 clusters Score -2.166966e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -21669874.000000 Penalty: 5951.503906
	Iteration 46Q: 3 clusters Score -2.166987e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -21670220.000000 Penalty: 5951.503906
	Iteration 47Q: 3 clusters Score -2.167022e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -21670608.000000 Penalty: 5951.503906
	Iteration 48Q: 3 clusters Score -2.167061e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -21670996.000000 Penalty: 5951.503906
	Iteration 49Q: 3 clusters Score -2.1671e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -21671228.000000 Penalty: 5951.503906
	Iteration 50Q: 3 clusters Score -2.167123e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -21671512.000000 Penalty: 5951.503906
	Iteration 51Q: 3 clusters Score -2.167151e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -21671842.000000 Penalty: 5951.503906
	Iteration 52Q: 3 clusters Score -2.167184e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 131901 members 
Entering Unmasked Estep 
Score: -21672158.000000 Penalty: 5951.503906
	Iteration 53Q: 3 clusters Score -2.167216e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -21672492.000000 Penalty: 5951.503906
	Iteration 54Q: 3 clusters Score -2.167249e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 135221 members 
Entering Unmasked Estep 
Score: -21672802.000000 Penalty: 5951.503906
	Iteration 55Q: 3 clusters Score -2.16728e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 136849 members 
Entering Unmasked Estep 
Score: -21673092.000000 Penalty: 5951.503906
	Iteration 56Q: 3 clusters Score -2.167309e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -21673496.000000 Penalty: 5951.503906
	Iteration 57Q: 3 clusters Score -2.16735e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -21674014.000000 Penalty: 5951.503906
	Iteration 58Q: 3 clusters Score -2.167401e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -21674382.000000 Penalty: 5951.503906
	Iteration 59Q: 3 clusters Score -2.167438e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -21674762.000000 Penalty: 5951.503906
	Iteration 60F: 3 clusters Score -2.167476e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 144565 members 
Entering Unmasked Estep 
Score: -21675100.000000 Penalty: 5951.503906
	Iteration 61Q: 3 clusters Score -2.16751e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -21675536.000000 Penalty: 5951.503906
	Iteration 62Q: 3 clusters Score -2.167554e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -21675848.000000 Penalty: 5951.503906
	Iteration 63Q: 3 clusters Score -2.167585e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -21676156.000000 Penalty: 5951.503906
	Iteration 64Q: 3 clusters Score -2.167616e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -21676454.000000 Penalty: 5951.503906
	Iteration 65Q: 3 clusters Score -2.167645e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -21676844.000000 Penalty: 5951.503906
	Iteration 66Q: 3 clusters Score -2.167684e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -21677110.000000 Penalty: 5951.503906
	Iteration 67Q: 3 clusters Score -2.167711e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 152601 members 
Entering Unmasked Estep 
Score: -21677422.000000 Penalty: 5951.503906
	Iteration 68Q: 3 clusters Score -2.167742e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -21677586.000000 Penalty: 5951.503906
	Iteration 69Q: 3 clusters Score -2.167759e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -21677792.000000 Penalty: 5951.503906
	Iteration 70Q: 3 clusters Score -2.167779e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -21677972.000000 Penalty: 5951.503906
	Iteration 71Q: 3 clusters Score -2.167797e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -21678160.000000 Penalty: 5951.503906
	Iteration 72Q: 3 clusters Score -2.167816e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -21678306.000000 Penalty: 5951.503906
	Iteration 73Q: 3 clusters Score -2.167831e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -21678426.000000 Penalty: 5951.503906
	Iteration 74Q: 3 clusters Score -2.167843e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -21678646.000000 Penalty: 5951.503906
	Iteration 75Q: 3 clusters Score -2.167865e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -21678706.000000 Penalty: 5951.503906
	Iteration 76Q: 3 clusters Score -2.167871e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -21678796.000000 Penalty: 5951.503906
	Iteration 77Q: 3 clusters Score -2.16788e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -21678868.000000 Penalty: 5951.503906
	Iteration 78Q: 3 clusters Score -2.167887e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -21678972.000000 Penalty: 5951.503906
	Iteration 79Q: 3 clusters Score -2.167897e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -21679008.000000 Penalty: 5951.503906
	Iteration 80F: 3 clusters Score -2.167901e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -21679052.000000 Penalty: 5951.503906
	Iteration 81Q: 3 clusters Score -2.167905e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -21679098.000000 Penalty: 5951.503906
	Iteration 82Q: 3 clusters Score -2.16791e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -21679190.000000 Penalty: 5951.503906
	Iteration 83Q: 3 clusters Score -2.167919e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -21679240.000000 Penalty: 5951.503906
	Iteration 84Q: 3 clusters Score -2.167924e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -21679256.000000 Penalty: 5951.503906
	Iteration 85Q: 3 clusters Score -2.167926e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21679282.000000 Penalty: 5951.503906
	Iteration 86Q: 3 clusters Score -2.167928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -21679314.000000 Penalty: 5951.503906
	Iteration 87Q: 3 clusters Score -2.167931e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -21679322.000000 Penalty: 5951.503906
	Iteration 88Q: 3 clusters Score -2.167932e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -21679352.000000 Penalty: 5951.503906
	Iteration 89Q: 3 clusters Score -2.167935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -21679414.000000 Penalty: 5951.503906
	Iteration 90Q: 3 clusters Score -2.167941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 159848 members 
Entering Unmasked Estep 
Score: -21679406.000000 Penalty: 5951.503906
	Iteration 91Q: 3 clusters Score -2.167941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -21679400.000000 Penalty: 5951.503906
	Iteration 92Q: 3 clusters Score -2.16794e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -21679422.000000 Penalty: 5951.503906
	Iteration 93Q: 3 clusters Score -2.167942e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 159983 members 
Entering Unmasked Estep 
Score: -21679462.000000 Penalty: 5951.503906
	Iteration 94Q: 3 clusters Score -2.167946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 160014 members 
Entering Unmasked Estep 
Score: -21679464.000000 Penalty: 5951.503906
	Iteration 95Q: 3 clusters Score -2.167946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -21679464.000000 Penalty: 5951.503906
	Iteration 96Q: 3 clusters Score -2.167946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -21679462.000000 Penalty: 5951.503906
	Iteration 97Q: 3 clusters Score -2.167946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -21679446.000000 Penalty: 5951.503906
	Iteration 98Q: 3 clusters Score -2.167945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -21679466.000000 Penalty: 5951.503906
	Iteration 99Q: 3 clusters Score -2.167947e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -21679464.000000 Penalty: 5951.503906
	Iteration 100F: 3 clusters Score -2.167946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -21679452.000000 Penalty: 5951.503906
	Iteration 101Q: 3 clusters Score -2.167945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 160170 members 
Entering Unmasked Estep 
Score: -21679450.000000 Penalty: 5951.503906
	Iteration 102Q: 3 clusters Score -2.167945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -21679448.000000 Penalty: 5951.503906
	Iteration 103Q: 3 clusters Score -2.167945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -21679454.000000 Penalty: 5951.503906
	Iteration 104Q: 3 clusters Score -2.167945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 160217 members 
Entering Unmasked Estep 
Score: -21679464.000000 Penalty: 5951.503906
	Iteration 105Q: 3 clusters Score -2.167946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -21679476.000000 Penalty: 5951.503906
	Iteration 106Q: 3 clusters Score -2.167948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -21679498.000000 Penalty: 5951.503906
	Iteration 107Q: 3 clusters Score -2.16795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -21679500.000000 Penalty: 5951.503906
	Iteration 108Q: 3 clusters Score -2.16795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -21679484.000000 Penalty: 5951.503906
	Iteration 109Q: 3 clusters Score -2.167948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 160281 members 
Entering Unmasked Estep 
Score: -21679504.000000 Penalty: 5951.503906
	Iteration 110Q: 3 clusters Score -2.16795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -21679504.000000 Penalty: 5951.503906
	Iteration 111Q: 3 clusters Score -2.16795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -21679504.000000 Penalty: 5951.503906
	Iteration 112Q: 3 clusters Score -2.16795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -21679510.000000 Penalty: 5951.503906
	Iteration 113Q: 3 clusters Score -2.167951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -21679508.000000 Penalty: 5951.503906
	Iteration 114Q: 3 clusters Score -2.167951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -21679504.000000 Penalty: 5951.503906
	Iteration 115Q: 3 clusters Score -2.16795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 160364 members 
Entering Unmasked Estep 
Score: -21679508.000000 Penalty: 5951.503906
	Iteration 116Q: 3 clusters Score -2.167951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -21679500.000000 Penalty: 5951.503906
	Iteration 117Q: 3 clusters Score -2.16795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -21679516.000000 Penalty: 5951.503906
	Iteration 118Q: 3 clusters Score -2.167952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -21679540.000000 Penalty: 5951.503906
	Iteration 119Q: 3 clusters Score -2.167954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 160432 members 
Entering Unmasked Estep 
Score: -21679554.000000 Penalty: 5951.503906
	Iteration 120F: 3 clusters Score -2.167955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -21679540.000000 Penalty: 5951.503906
	Iteration 121Q: 3 clusters Score -2.167954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -21679538.000000 Penalty: 5951.503906
	Iteration 122Q: 3 clusters Score -2.167954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -21679550.000000 Penalty: 5951.503906
	Iteration 123Q: 3 clusters Score -2.167955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -21679550.000000 Penalty: 5951.503906
	Iteration 124Q: 3 clusters Score -2.167955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -21679570.000000 Penalty: 5951.503906
	Iteration 125Q: 3 clusters Score -2.167957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -21679574.000000 Penalty: 5951.503906
	Iteration 126Q: 3 clusters Score -2.167957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -21679588.000000 Penalty: 5951.503906
	Iteration 127Q: 3 clusters Score -2.167959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -21679580.000000 Penalty: 5951.503906
	Iteration 128Q: 3 clusters Score -2.167958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -21679588.000000 Penalty: 5951.503906
	Iteration 129Q: 3 clusters Score -2.167959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -21679586.000000 Penalty: 5951.503906
	Iteration 130Q: 3 clusters Score -2.167959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 160519 members 
Entering Unmasked Estep 
Score: -21679598.000000 Penalty: 5951.503906
	Iteration 131Q: 3 clusters Score -2.16796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 160521 members 
Entering Unmasked Estep 
Score: -21679584.000000 Penalty: 5951.503906
	Iteration 132Q: 3 clusters Score -2.167958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 160526 members 
Entering Unmasked Estep 
Score: -21679582.000000 Penalty: 5951.503906
	Iteration 133Q: 3 clusters Score -2.167958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -21679594.000000 Penalty: 5951.503906
	Iteration 134Q: 3 clusters Score -2.167959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -21679592.000000 Penalty: 5951.503906
	Iteration 135Q: 3 clusters Score -2.167959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -21679586.000000 Penalty: 5951.503906
	Iteration 136Q: 3 clusters Score -2.167959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -21679592.000000 Penalty: 5951.503906
	Iteration 137Q: 3 clusters Score -2.167959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -21679588.000000 Penalty: 5951.503906
	Iteration 138Q: 3 clusters Score -2.167959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -21679568.000000 Penalty: 5951.503906
	Iteration 139Q: 3 clusters Score -2.167957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 160550 members 
Entering Unmasked Estep 
Score: -21679578.000000 Penalty: 5951.503906
	Iteration 140F: 3 clusters Score -2.167958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -21679588.000000 Penalty: 5951.503906
	Iteration 141Q: 3 clusters Score -2.167959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -21679578.000000 Penalty: 5951.503906
	Iteration 142Q: 3 clusters Score -2.167958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -21679578.000000 Penalty: 5951.503906
	Iteration 143Q: 3 clusters Score -2.167958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -21679564.000000 Penalty: 5951.503906
	Iteration 144Q: 3 clusters Score -2.167956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -21679574.000000 Penalty: 5951.503906
	Iteration 145Q: 3 clusters Score -2.167957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 160563 members 
Entering Unmasked Estep 
Score: -21679574.000000 Penalty: 5951.503906
	Iteration 146Q: 3 clusters Score -2.167957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -21679580.000000 Penalty: 5951.503906
	Iteration 147Q: 3 clusters Score -2.167958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -21679580.000000 Penalty: 5951.503906
	Iteration 148F: 3 clusters Score -2.167958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -193013.734375 Penalty: 1809.846436
	Iteration 0F: 2 clusters Score -193013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -190719.609375 Penalty: 3619.692871
	Iteration 0F: 3 clusters Score -190719.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -191093.062500 Penalty: 3619.692871
	Iteration 1F: 3 clusters Score -191093.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191190.843750 Penalty: 3619.692871
	Iteration 2F: 3 clusters Score -191190.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -191248.375000 Penalty: 3619.692871
	Iteration 3Q: 3 clusters Score -191248.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -191284.468750 Penalty: 3619.692871
	Iteration 4Q: 3 clusters Score -191284.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -191315.625000 Penalty: 3619.692871
	Iteration 5Q: 3 clusters Score -191315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -191338.640625 Penalty: 3619.692871
	Iteration 6Q: 3 clusters Score -191338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -191359.250000 Penalty: 3619.692871
	Iteration 7Q: 3 clusters Score -191359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -191373.890625 Penalty: 3619.692871
	Iteration 8Q: 3 clusters Score -191373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -191388.125000 Penalty: 3619.692871
	Iteration 9Q: 3 clusters Score -191388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191399.921875 Penalty: 3619.692871
	Iteration 10Q: 3 clusters Score -191399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -191405.218750 Penalty: 3619.692871
	Iteration 11Q: 3 clusters Score -191405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191407.750000 Penalty: 3619.692871
	Iteration 12Q: 3 clusters Score -191407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -191410.531250 Penalty: 3619.692871
	Iteration 13Q: 3 clusters Score -191410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -191412.765625 Penalty: 3619.692871
	Iteration 14Q: 3 clusters Score -191412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191413.781250 Penalty: 3619.692871
	Iteration 15Q: 3 clusters Score -191413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191413.781250 Penalty: 3619.692871
	Iteration 16F: 3 clusters Score -191413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Entering Unmasked Estep 
Score: -4279020.500000 Penalty: 2576.852051
	Iteration 0F: 2 clusters Score -4279020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4256889.500000 Penalty: 5153.704102
	Iteration 0F: 3 clusters Score -4256890 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4264860.000000 Penalty: 5153.704102
	Iteration 1F: 3 clusters Score -4264860 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4265407.500000 Penalty: 5153.704102
	Iteration 2Q: 3 clusters Score -4265408 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4266011.000000 Penalty: 5153.704102
	Iteration 3Q: 3 clusters Score -4266011 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4266912.000000 Penalty: 5153.704102
	Iteration 4F: 3 clusters Score -4266912 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -4268327.500000 Penalty: 5153.704102
	Iteration 5F: 3 clusters Score -4268328 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4270410.500000 Penalty: 5153.704102
	Iteration 6F: 3 clusters Score -4270410 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4272934.000000 Penalty: 5153.704102
	Iteration 7F: 3 clusters Score -4272934 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4274955.500000 Penalty: 5153.704102
	Iteration 8F: 3 clusters Score -4274956 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4275965.000000 Penalty: 5153.704102
	Iteration 9Q: 3 clusters Score -4275965 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4276416.000000 Penalty: 5153.704102
	Iteration 10Q: 3 clusters Score -4276416 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4276557.500000 Penalty: 5153.704102
	Iteration 11Q: 3 clusters Score -4276558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4276637.000000 Penalty: 5153.704102
	Iteration 12Q: 3 clusters Score -4276637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4276678.500000 Penalty: 5153.704102
	Iteration 13Q: 3 clusters Score -4276678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4276696.000000 Penalty: 5153.704102
	Iteration 14Q: 3 clusters Score -4276696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4276699.000000 Penalty: 5153.704102
	Iteration 15Q: 3 clusters Score -4276699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4276705.500000 Penalty: 5153.704102
	Iteration 16Q: 3 clusters Score -4276706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4276705.500000 Penalty: 5153.704102
	Iteration 17F: 3 clusters Score -4276706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -127509.835938 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -127509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125574.757812 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -125574.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126126.976562 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -126127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126582.742188 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -126582.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127165.632812 Penalty: 3458.412598
	Iteration 3F: 3 clusters Score -127165.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -127870.031250 Penalty: 3458.412598
	Iteration 4F: 3 clusters Score -127870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -128011.656250 Penalty: 3458.412598
	Iteration 5Q: 3 clusters Score -128011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -128056.273438 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -128056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -128056.273438 Penalty: 3458.412598
	Iteration 7F: 3 clusters Score -128056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26807 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162592 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 281 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 74887 members 
Mstep: Class 13 contains 50827 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 27759 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166547 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 204081 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
Score: -135258224.000000 Penalty: 72127.992188
Splitting cluster 9 changes total score from -135259264.000000 to -135258224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -359828.687500 Penalty: 1979.893066
	Iteration 0F: 2 clusters Score -359828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -356597.562500 Penalty: 3959.786133
	Iteration 0F: 3 clusters Score -356597.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -357356.468750 Penalty: 3959.786133
	Iteration 1F: 3 clusters Score -357356.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357549.343750 Penalty: 3959.786133
	Iteration 2F: 3 clusters Score -357549.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -357665.875000 Penalty: 3959.786133
	Iteration 3F: 3 clusters Score -357665.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -357746.343750 Penalty: 3959.786133
	Iteration 4Q: 3 clusters Score -357746.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357826.406250 Penalty: 3959.786133
	Iteration 5Q: 3 clusters Score -357826.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -357876.437500 Penalty: 3959.786133
	Iteration 6Q: 3 clusters Score -357876.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -357922.812500 Penalty: 3959.786133
	Iteration 7Q: 3 clusters Score -357922.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -357961.593750 Penalty: 3959.786133
	Iteration 8Q: 3 clusters Score -357961.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -357996.062500 Penalty: 3959.786133
	Iteration 9Q: 3 clusters Score -357996.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -358029.062500 Penalty: 3959.786133
	Iteration 10Q: 3 clusters Score -358029.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -358055.968750 Penalty: 3959.786133
	Iteration 11Q: 3 clusters Score -358056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358082.375000 Penalty: 3959.786133
	Iteration 12Q: 3 clusters Score -358082.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -358102.312500 Penalty: 3959.786133
	Iteration 13Q: 3 clusters Score -358102.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358126.656250 Penalty: 3959.786133
	Iteration 14Q: 3 clusters Score -358126.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -358157.875000 Penalty: 3959.786133
	Iteration 15Q: 3 clusters Score -358157.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -358195.125000 Penalty: 3959.786133
	Iteration 16Q: 3 clusters Score -358195.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -358244.843750 Penalty: 3959.786133
	Iteration 17Q: 3 clusters Score -358244.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -358309.687500 Penalty: 3959.786133
	Iteration 18Q: 3 clusters Score -358309.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -358379.718750 Penalty: 3959.786133
	Iteration 19Q: 3 clusters Score -358379.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -358436.250000 Penalty: 3959.786133
	Iteration 20F: 3 clusters Score -358436.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -358484.312500 Penalty: 3959.786133
	Iteration 21Q: 3 clusters Score -358484.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -358535.875000 Penalty: 3959.786133
	Iteration 22Q: 3 clusters Score -358535.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -358570.750000 Penalty: 3959.786133
	Iteration 23Q: 3 clusters Score -358570.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -358598.937500 Penalty: 3959.786133
	Iteration 24Q: 3 clusters Score -358598.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -358616.875000 Penalty: 3959.786133
	Iteration 25Q: 3 clusters Score -358616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -358633.093750 Penalty: 3959.786133
	Iteration 26Q: 3 clusters Score -358633.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -358649.531250 Penalty: 3959.786133
	Iteration 27Q: 3 clusters Score -358649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -358664.437500 Penalty: 3959.786133
	Iteration 28Q: 3 clusters Score -358664.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -358676.593750 Penalty: 3959.786133
	Iteration 29Q: 3 clusters Score -358676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -358687.000000 Penalty: 3959.786133
	Iteration 30Q: 3 clusters Score -358687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -358699.312500 Penalty: 3959.786133
	Iteration 31Q: 3 clusters Score -358699.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -358719.437500 Penalty: 3959.786133
	Iteration 32Q: 3 clusters Score -358719.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -358742.562500 Penalty: 3959.786133
	Iteration 33Q: 3 clusters Score -358742.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -358768.093750 Penalty: 3959.786133
	Iteration 34Q: 3 clusters Score -358768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -358792.031250 Penalty: 3959.786133
	Iteration 35Q: 3 clusters Score -358792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358811.500000 Penalty: 3959.786133
	Iteration 36Q: 3 clusters Score -358811.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -358834.343750 Penalty: 3959.786133
	Iteration 37Q: 3 clusters Score -358834.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -358853.062500 Penalty: 3959.786133
	Iteration 38Q: 3 clusters Score -358853.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -358867.937500 Penalty: 3959.786133
	Iteration 39Q: 3 clusters Score -358867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -358884.718750 Penalty: 3959.786133
	Iteration 40F: 3 clusters Score -358884.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -358893.750000 Penalty: 3959.786133
	Iteration 41Q: 3 clusters Score -358893.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -358901.187500 Penalty: 3959.786133
	Iteration 42Q: 3 clusters Score -358901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -358905.937500 Penalty: 3959.786133
	Iteration 43Q: 3 clusters Score -358905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -358907.312500 Penalty: 3959.786133
	Iteration 44Q: 3 clusters Score -358907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -358908.468750 Penalty: 3959.786133
	Iteration 45Q: 3 clusters Score -358908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -358909.093750 Penalty: 3959.786133
	Iteration 46Q: 3 clusters Score -358909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -358909.093750 Penalty: 3959.786133
	Iteration 47F: 3 clusters Score -358909.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Entering Unmasked Estep 
Score: -10033572.000000 Penalty: 2783.486572
	Iteration 0F: 2 clusters Score -1.003357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -9983597.000000 Penalty: 5566.973145
	Iteration 0F: 3 clusters Score -9983597 nChanged 34860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -10003533.000000 Penalty: 5566.973145
	Iteration 1F: 3 clusters Score -1.000353e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -10004329.000000 Penalty: 5566.973145
	Iteration 2Q: 3 clusters Score -1.000433e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -10005413.000000 Penalty: 5566.973145
	Iteration 3Q: 3 clusters Score -1.000541e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -10006879.000000 Penalty: 5566.973145
	Iteration 4Q: 3 clusters Score -1.000688e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -10009392.000000 Penalty: 5566.973145
	Iteration 5F: 3 clusters Score -1.000939e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -10013126.000000 Penalty: 5566.973145
	Iteration 6F: 3 clusters Score -1.001313e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -10018244.000000 Penalty: 5566.973145
	Iteration 7F: 3 clusters Score -1.001824e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -10023289.000000 Penalty: 5566.973145
	Iteration 8F: 3 clusters Score -1.002329e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -10027161.000000 Penalty: 5566.973145
	Iteration 9F: 3 clusters Score -1.002716e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10029219.000000 Penalty: 5566.973145
	Iteration 10Q: 3 clusters Score -1.002922e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -10030203.000000 Penalty: 5566.973145
	Iteration 11Q: 3 clusters Score -1.00302e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10030713.000000 Penalty: 5566.973145
	Iteration 12Q: 3 clusters Score -1.003071e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10031039.000000 Penalty: 5566.973145
	Iteration 13Q: 3 clusters Score -1.003104e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10031180.000000 Penalty: 5566.973145
	Iteration 14Q: 3 clusters Score -1.003118e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10031218.000000 Penalty: 5566.973145
	Iteration 15Q: 3 clusters Score -1.003122e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10031258.000000 Penalty: 5566.973145
	Iteration 16Q: 3 clusters Score -1.003126e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10031291.000000 Penalty: 5566.973145
	Iteration 17Q: 3 clusters Score -1.003129e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10031320.000000 Penalty: 5566.973145
	Iteration 18Q: 3 clusters Score -1.003132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10031323.000000 Penalty: 5566.973145
	Iteration 19Q: 3 clusters Score -1.003132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10031348.000000 Penalty: 5566.973145
	Iteration 20F: 3 clusters Score -1.003135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10031376.000000 Penalty: 5566.973145
	Iteration 21Q: 3 clusters Score -1.003138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10031374.000000 Penalty: 5566.973145
	Iteration 22Q: 3 clusters Score -1.003137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10031371.000000 Penalty: 5566.973145
	Iteration 23Q: 3 clusters Score -1.003137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10031373.000000 Penalty: 5566.973145
	Iteration 24Q: 3 clusters Score -1.003137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10031381.000000 Penalty: 5566.973145
	Iteration 25Q: 3 clusters Score -1.003138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10031396.000000 Penalty: 5566.973145
	Iteration 26Q: 3 clusters Score -1.00314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10031402.000000 Penalty: 5566.973145
	Iteration 27Q: 3 clusters Score -1.00314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10031416.000000 Penalty: 5566.973145
	Iteration 28Q: 3 clusters Score -1.003142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10031405.000000 Penalty: 5566.973145
	Iteration 29Q: 3 clusters Score -1.00314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10031407.000000 Penalty: 5566.973145
	Iteration 30Q: 3 clusters Score -1.003141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10031434.000000 Penalty: 5566.973145
	Iteration 31Q: 3 clusters Score -1.003143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10031431.000000 Penalty: 5566.973145
	Iteration 32Q: 3 clusters Score -1.003143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10031432.000000 Penalty: 5566.973145
	Iteration 33Q: 3 clusters Score -1.003143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10031436.000000 Penalty: 5566.973145
	Iteration 34Q: 3 clusters Score -1.003144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10031434.000000 Penalty: 5566.973145
	Iteration 35Q: 3 clusters Score -1.003143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10031443.000000 Penalty: 5566.973145
	Iteration 36Q: 3 clusters Score -1.003144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10031439.000000 Penalty: 5566.973145
	Iteration 37Q: 3 clusters Score -1.003144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10031448.000000 Penalty: 5566.973145
	Iteration 38Q: 3 clusters Score -1.003145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10031458.000000 Penalty: 5566.973145
	Iteration 39Q: 3 clusters Score -1.003146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10031457.000000 Penalty: 5566.973145
	Iteration 40F: 3 clusters Score -1.003146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10031450.000000 Penalty: 5566.973145
	Iteration 41Q: 3 clusters Score -1.003145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10031450.000000 Penalty: 5566.973145
	Iteration 42F: 3 clusters Score -1.003145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Entering Unmasked Estep 
Score: -6834256.500000 Penalty: 2687.373291
	Iteration 0F: 2 clusters Score -6834256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6800056.000000 Penalty: 5374.746582
	Iteration 0F: 3 clusters Score -6800056 nChanged 23501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -6813014.000000 Penalty: 5374.746582
	Iteration 1F: 3 clusters Score -6813014 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6813659.500000 Penalty: 5374.746582
	Iteration 2Q: 3 clusters Score -6813660 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6814428.000000 Penalty: 5374.746582
	Iteration 3Q: 3 clusters Score -6814428 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -6815430.500000 Penalty: 5374.746582
	Iteration 4Q: 3 clusters Score -6815430 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -6816658.000000 Penalty: 5374.746582
	Iteration 5Q: 3 clusters Score -6816658 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6818324.000000 Penalty: 5374.746582
	Iteration 6F: 3 clusters Score -6818324 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6820654.500000 Penalty: 5374.746582
	Iteration 7F: 3 clusters Score -6820654 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -6823551.000000 Penalty: 5374.746582
	Iteration 8F: 3 clusters Score -6823551 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6826046.500000 Penalty: 5374.746582
	Iteration 9F: 3 clusters Score -6826046 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -6827347.500000 Penalty: 5374.746582
	Iteration 10Q: 3 clusters Score -6827348 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6827863.500000 Penalty: 5374.746582
	Iteration 11Q: 3 clusters Score -6827864 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -6828135.500000 Penalty: 5374.746582
	Iteration 12Q: 3 clusters Score -6828136 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -6828314.000000 Penalty: 5374.746582
	Iteration 13Q: 3 clusters Score -6828314 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -6828443.000000 Penalty: 5374.746582
	Iteration 14Q: 3 clusters Score -6828443 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6828640.500000 Penalty: 5374.746582
	Iteration 15Q: 3 clusters Score -6828640 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -6828784.000000 Penalty: 5374.746582
	Iteration 16Q: 3 clusters Score -6828784 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6828915.000000 Penalty: 5374.746582
	Iteration 17Q: 3 clusters Score -6828915 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6829032.000000 Penalty: 5374.746582
	Iteration 18Q: 3 clusters Score -6829032 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -6829171.500000 Penalty: 5374.746582
	Iteration 19Q: 3 clusters Score -6829172 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -6829329.000000 Penalty: 5374.746582
	Iteration 20F: 3 clusters Score -6829329 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -6829432.000000 Penalty: 5374.746582
	Iteration 21Q: 3 clusters Score -6829432 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -6829557.000000 Penalty: 5374.746582
	Iteration 22Q: 3 clusters Score -6829557 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6829641.500000 Penalty: 5374.746582
	Iteration 23Q: 3 clusters Score -6829642 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -6829760.500000 Penalty: 5374.746582
	Iteration 24Q: 3 clusters Score -6829760 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -6829869.500000 Penalty: 5374.746582
	Iteration 25Q: 3 clusters Score -6829870 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -6829995.000000 Penalty: 5374.746582
	Iteration 26Q: 3 clusters Score -6829995 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -6830083.500000 Penalty: 5374.746582
	Iteration 27Q: 3 clusters Score -6830084 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -6830186.500000 Penalty: 5374.746582
	Iteration 28Q: 3 clusters Score -6830186 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6830309.500000 Penalty: 5374.746582
	Iteration 29Q: 3 clusters Score -6830310 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -6830410.500000 Penalty: 5374.746582
	Iteration 30Q: 3 clusters Score -6830410 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6830499.000000 Penalty: 5374.746582
	Iteration 31Q: 3 clusters Score -6830499 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -6830600.500000 Penalty: 5374.746582
	Iteration 32Q: 3 clusters Score -6830600 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -6830655.000000 Penalty: 5374.746582
	Iteration 33Q: 3 clusters Score -6830655 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -6830774.500000 Penalty: 5374.746582
	Iteration 34Q: 3 clusters Score -6830774 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6830836.000000 Penalty: 5374.746582
	Iteration 35Q: 3 clusters Score -6830836 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -6830974.500000 Penalty: 5374.746582
	Iteration 36Q: 3 clusters Score -6830974 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6831071.500000 Penalty: 5374.746582
	Iteration 37Q: 3 clusters Score -6831072 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6831135.000000 Penalty: 5374.746582
	Iteration 38Q: 3 clusters Score -6831135 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -6831202.000000 Penalty: 5374.746582
	Iteration 39Q: 3 clusters Score -6831202 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -6831270.000000 Penalty: 5374.746582
	Iteration 40F: 3 clusters Score -6831270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -6831329.500000 Penalty: 5374.746582
	Iteration 41Q: 3 clusters Score -6831330 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6831421.500000 Penalty: 5374.746582
	Iteration 42Q: 3 clusters Score -6831422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6831469.000000 Penalty: 5374.746582
	Iteration 43Q: 3 clusters Score -6831469 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6831529.500000 Penalty: 5374.746582
	Iteration 44Q: 3 clusters Score -6831530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -6831580.000000 Penalty: 5374.746582
	Iteration 45Q: 3 clusters Score -6831580 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6831620.000000 Penalty: 5374.746582
	Iteration 46Q: 3 clusters Score -6831620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -6831662.000000 Penalty: 5374.746582
	Iteration 47Q: 3 clusters Score -6831662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6831720.500000 Penalty: 5374.746582
	Iteration 48Q: 3 clusters Score -6831720 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -6831760.500000 Penalty: 5374.746582
	Iteration 49Q: 3 clusters Score -6831760 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6831803.000000 Penalty: 5374.746582
	Iteration 50Q: 3 clusters Score -6831803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6831859.500000 Penalty: 5374.746582
	Iteration 51Q: 3 clusters Score -6831860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6831902.500000 Penalty: 5374.746582
	Iteration 52Q: 3 clusters Score -6831902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -6831917.500000 Penalty: 5374.746582
	Iteration 53Q: 3 clusters Score -6831918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6831941.000000 Penalty: 5374.746582
	Iteration 54Q: 3 clusters Score -6831941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -6831960.000000 Penalty: 5374.746582
	Iteration 55Q: 3 clusters Score -6831960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6831957.500000 Penalty: 5374.746582
	Iteration 56Q: 3 clusters Score -6831958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6831968.500000 Penalty: 5374.746582
	Iteration 57Q: 3 clusters Score -6831968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -6831997.500000 Penalty: 5374.746582
	Iteration 58Q: 3 clusters Score -6831998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -6832020.000000 Penalty: 5374.746582
	Iteration 59Q: 3 clusters Score -6832020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -6832035.500000 Penalty: 5374.746582
	Iteration 60F: 3 clusters Score -6832036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6832045.500000 Penalty: 5374.746582
	Iteration 61Q: 3 clusters Score -6832046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -6832055.000000 Penalty: 5374.746582
	Iteration 62Q: 3 clusters Score -6832055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -6832074.000000 Penalty: 5374.746582
	Iteration 63Q: 3 clusters Score -6832074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6832081.000000 Penalty: 5374.746582
	Iteration 64Q: 3 clusters Score -6832081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -6832097.000000 Penalty: 5374.746582
	Iteration 65Q: 3 clusters Score -6832097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6832115.000000 Penalty: 5374.746582
	Iteration 66Q: 3 clusters Score -6832115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -6832134.500000 Penalty: 5374.746582
	Iteration 67Q: 3 clusters Score -6832134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6832147.000000 Penalty: 5374.746582
	Iteration 68Q: 3 clusters Score -6832147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6832159.000000 Penalty: 5374.746582
	Iteration 69Q: 3 clusters Score -6832159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6832150.500000 Penalty: 5374.746582
	Iteration 70Q: 3 clusters Score -6832150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6832158.500000 Penalty: 5374.746582
	Iteration 71Q: 3 clusters Score -6832158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -6832159.000000 Penalty: 5374.746582
	Iteration 72Q: 3 clusters Score -6832159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6832160.500000 Penalty: 5374.746582
	Iteration 73Q: 3 clusters Score -6832160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -6832162.000000 Penalty: 5374.746582
	Iteration 74Q: 3 clusters Score -6832162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -6832165.000000 Penalty: 5374.746582
	Iteration 75Q: 3 clusters Score -6832165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6832162.000000 Penalty: 5374.746582
	Iteration 76Q: 3 clusters Score -6832162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6832178.500000 Penalty: 5374.746582
	Iteration 77Q: 3 clusters Score -6832178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6832181.000000 Penalty: 5374.746582
	Iteration 78Q: 3 clusters Score -6832181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -6832180.500000 Penalty: 5374.746582
	Iteration 79Q: 3 clusters Score -6832180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -6832184.000000 Penalty: 5374.746582
	Iteration 80F: 3 clusters Score -6832184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6832201.000000 Penalty: 5374.746582
	Iteration 81Q: 3 clusters Score -6832201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6832197.500000 Penalty: 5374.746582
	Iteration 82Q: 3 clusters Score -6832198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -6832206.500000 Penalty: 5374.746582
	Iteration 83Q: 3 clusters Score -6832206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6832207.500000 Penalty: 5374.746582
	Iteration 84Q: 3 clusters Score -6832208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -6832208.000000 Penalty: 5374.746582
	Iteration 85Q: 3 clusters Score -6832208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6832206.500000 Penalty: 5374.746582
	Iteration 86Q: 3 clusters Score -6832206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6832211.500000 Penalty: 5374.746582
	Iteration 87Q: 3 clusters Score -6832212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -6832210.500000 Penalty: 5374.746582
	Iteration 88Q: 3 clusters Score -6832210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6832209.500000 Penalty: 5374.746582
	Iteration 89Q: 3 clusters Score -6832210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -6832216.000000 Penalty: 5374.746582
	Iteration 90Q: 3 clusters Score -6832216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6832207.000000 Penalty: 5374.746582
	Iteration 91Q: 3 clusters Score -6832207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6832203.000000 Penalty: 5374.746582
	Iteration 92Q: 3 clusters Score -6832203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6832202.000000 Penalty: 5374.746582
	Iteration 93Q: 3 clusters Score -6832202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6832205.000000 Penalty: 5374.746582
	Iteration 94Q: 3 clusters Score -6832205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6832204.500000 Penalty: 5374.746582
	Iteration 95Q: 3 clusters Score -6832204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -6832201.000000 Penalty: 5374.746582
	Iteration 96Q: 3 clusters Score -6832201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6832203.500000 Penalty: 5374.746582
	Iteration 97Q: 3 clusters Score -6832204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6832203.500000 Penalty: 5374.746582
	Iteration 98F: 3 clusters Score -6832204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46296 members 
Entering Unmasked Estep 
Score: -6230398.000000 Penalty: 2664.217285
	Iteration 0F: 2 clusters Score -6230398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6199041.500000 Penalty: 5328.434570
	Iteration 0F: 3 clusters Score -6199042 nChanged 21569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6210997.000000 Penalty: 5328.434570
	Iteration 1F: 3 clusters Score -6210997 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6211494.000000 Penalty: 5328.434570
	Iteration 2Q: 3 clusters Score -6211494 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6212024.500000 Penalty: 5328.434570
	Iteration 3Q: 3 clusters Score -6212024 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -6212597.000000 Penalty: 5328.434570
	Iteration 4Q: 3 clusters Score -6212597 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -6213414.000000 Penalty: 5328.434570
	Iteration 5Q: 3 clusters Score -6213414 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -6214783.000000 Penalty: 5328.434570
	Iteration 6F: 3 clusters Score -6214783 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6216826.500000 Penalty: 5328.434570
	Iteration 7F: 3 clusters Score -6216826 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -6219461.000000 Penalty: 5328.434570
	Iteration 8F: 3 clusters Score -6219461 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -6222402.500000 Penalty: 5328.434570
	Iteration 9F: 3 clusters Score -6222402 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -6224792.500000 Penalty: 5328.434570
	Iteration 10F: 3 clusters Score -6224792 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6226249.500000 Penalty: 5328.434570
	Iteration 11Q: 3 clusters Score -6226250 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -6227047.000000 Penalty: 5328.434570
	Iteration 12Q: 3 clusters Score -6227047 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6227503.000000 Penalty: 5328.434570
	Iteration 13Q: 3 clusters Score -6227503 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -6227724.000000 Penalty: 5328.434570
	Iteration 14Q: 3 clusters Score -6227724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6227879.000000 Penalty: 5328.434570
	Iteration 15Q: 3 clusters Score -6227879 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -6227975.500000 Penalty: 5328.434570
	Iteration 16Q: 3 clusters Score -6227976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -6228047.500000 Penalty: 5328.434570
	Iteration 17Q: 3 clusters Score -6228048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6228095.500000 Penalty: 5328.434570
	Iteration 18Q: 3 clusters Score -6228096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6228133.000000 Penalty: 5328.434570
	Iteration 19Q: 3 clusters Score -6228133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6228149.500000 Penalty: 5328.434570
	Iteration 20F: 3 clusters Score -6228150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -6228164.500000 Penalty: 5328.434570
	Iteration 21Q: 3 clusters Score -6228164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6228170.500000 Penalty: 5328.434570
	Iteration 22Q: 3 clusters Score -6228170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6228176.000000 Penalty: 5328.434570
	Iteration 23Q: 3 clusters Score -6228176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6228187.500000 Penalty: 5328.434570
	Iteration 24Q: 3 clusters Score -6228188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6228191.000000 Penalty: 5328.434570
	Iteration 25Q: 3 clusters Score -6228191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -6228202.000000 Penalty: 5328.434570
	Iteration 26Q: 3 clusters Score -6228202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6228222.500000 Penalty: 5328.434570
	Iteration 27Q: 3 clusters Score -6228222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -6228217.500000 Penalty: 5328.434570
	Iteration 28Q: 3 clusters Score -6228218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6228220.500000 Penalty: 5328.434570
	Iteration 29Q: 3 clusters Score -6228220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6228227.500000 Penalty: 5328.434570
	Iteration 30Q: 3 clusters Score -6228228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -6228220.500000 Penalty: 5328.434570
	Iteration 31Q: 3 clusters Score -6228220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -6228231.500000 Penalty: 5328.434570
	Iteration 32Q: 3 clusters Score -6228232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6228236.000000 Penalty: 5328.434570
	Iteration 33Q: 3 clusters Score -6228236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6228232.500000 Penalty: 5328.434570
	Iteration 34Q: 3 clusters Score -6228232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -6228231.500000 Penalty: 5328.434570
	Iteration 35Q: 3 clusters Score -6228232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6228229.000000 Penalty: 5328.434570
	Iteration 36Q: 3 clusters Score -6228229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6228227.500000 Penalty: 5328.434570
	Iteration 37Q: 3 clusters Score -6228228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6228227.500000 Penalty: 5328.434570
	Iteration 38F: 3 clusters Score -6228228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Entering Unmasked Estep 
Score: -3739998.750000 Penalty: 2537.366211
	Iteration 0F: 2 clusters Score -3739999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3720809.750000 Penalty: 5074.732422
	Iteration 0F: 3 clusters Score -3720810 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3727468.250000 Penalty: 5074.732422
	Iteration 1F: 3 clusters Score -3727468 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3727864.500000 Penalty: 5074.732422
	Iteration 2Q: 3 clusters Score -3727864 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3728288.250000 Penalty: 5074.732422
	Iteration 3Q: 3 clusters Score -3728288 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3728741.500000 Penalty: 5074.732422
	Iteration 4Q: 3 clusters Score -3728742 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3729218.250000 Penalty: 5074.732422
	Iteration 5Q: 3 clusters Score -3729218 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3729749.000000 Penalty: 5074.732422
	Iteration 6Q: 3 clusters Score -3729749 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3730469.000000 Penalty: 5074.732422
	Iteration 7Q: 3 clusters Score -3730469 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3731488.500000 Penalty: 5074.732422
	Iteration 8F: 3 clusters Score -3731488 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3732613.500000 Penalty: 5074.732422
	Iteration 9F: 3 clusters Score -3732614 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3733674.750000 Penalty: 5074.732422
	Iteration 10F: 3 clusters Score -3733675 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3734322.250000 Penalty: 5074.732422
	Iteration 11Q: 3 clusters Score -3734322 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3734638.500000 Penalty: 5074.732422
	Iteration 12Q: 3 clusters Score -3734638 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3734782.750000 Penalty: 5074.732422
	Iteration 13Q: 3 clusters Score -3734783 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3734914.250000 Penalty: 5074.732422
	Iteration 14Q: 3 clusters Score -3734914 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3735009.750000 Penalty: 5074.732422
	Iteration 15Q: 3 clusters Score -3735010 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3735091.750000 Penalty: 5074.732422
	Iteration 16Q: 3 clusters Score -3735092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3735176.500000 Penalty: 5074.732422
	Iteration 17Q: 3 clusters Score -3735176 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3735250.000000 Penalty: 5074.732422
	Iteration 18Q: 3 clusters Score -3735250 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3735308.500000 Penalty: 5074.732422
	Iteration 19Q: 3 clusters Score -3735308 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3735371.000000 Penalty: 5074.732422
	Iteration 20F: 3 clusters Score -3735371 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3735429.500000 Penalty: 5074.732422
	Iteration 21Q: 3 clusters Score -3735430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3735496.250000 Penalty: 5074.732422
	Iteration 22Q: 3 clusters Score -3735496 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3735592.750000 Penalty: 5074.732422
	Iteration 23Q: 3 clusters Score -3735593 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3735645.000000 Penalty: 5074.732422
	Iteration 24Q: 3 clusters Score -3735645 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3735700.000000 Penalty: 5074.732422
	Iteration 25Q: 3 clusters Score -3735700 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3735747.000000 Penalty: 5074.732422
	Iteration 26Q: 3 clusters Score -3735747 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3735810.500000 Penalty: 5074.732422
	Iteration 27Q: 3 clusters Score -3735810 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3735870.500000 Penalty: 5074.732422
	Iteration 28Q: 3 clusters Score -3735870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3735907.750000 Penalty: 5074.732422
	Iteration 29Q: 3 clusters Score -3735908 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3735960.750000 Penalty: 5074.732422
	Iteration 30Q: 3 clusters Score -3735961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3735981.500000 Penalty: 5074.732422
	Iteration 31Q: 3 clusters Score -3735982 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3736016.500000 Penalty: 5074.732422
	Iteration 32Q: 3 clusters Score -3736016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3736067.250000 Penalty: 5074.732422
	Iteration 33Q: 3 clusters Score -3736067 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3736092.000000 Penalty: 5074.732422
	Iteration 34Q: 3 clusters Score -3736092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3736119.000000 Penalty: 5074.732422
	Iteration 35Q: 3 clusters Score -3736119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3736144.000000 Penalty: 5074.732422
	Iteration 36Q: 3 clusters Score -3736144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3736168.500000 Penalty: 5074.732422
	Iteration 37Q: 3 clusters Score -3736168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3736198.750000 Penalty: 5074.732422
	Iteration 38Q: 3 clusters Score -3736199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3736227.250000 Penalty: 5074.732422
	Iteration 39Q: 3 clusters Score -3736227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3736240.250000 Penalty: 5074.732422
	Iteration 40F: 3 clusters Score -3736240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3736252.750000 Penalty: 5074.732422
	Iteration 41Q: 3 clusters Score -3736253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3736276.000000 Penalty: 5074.732422
	Iteration 42Q: 3 clusters Score -3736276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3736295.500000 Penalty: 5074.732422
	Iteration 43Q: 3 clusters Score -3736296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3736323.500000 Penalty: 5074.732422
	Iteration 44Q: 3 clusters Score -3736324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3736356.500000 Penalty: 5074.732422
	Iteration 45Q: 3 clusters Score -3736356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3736380.000000 Penalty: 5074.732422
	Iteration 46Q: 3 clusters Score -3736380 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3736392.000000 Penalty: 5074.732422
	Iteration 47Q: 3 clusters Score -3736392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3736426.000000 Penalty: 5074.732422
	Iteration 48Q: 3 clusters Score -3736426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3736442.500000 Penalty: 5074.732422
	Iteration 49Q: 3 clusters Score -3736442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3736477.500000 Penalty: 5074.732422
	Iteration 50Q: 3 clusters Score -3736478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3736506.250000 Penalty: 5074.732422
	Iteration 51Q: 3 clusters Score -3736506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3736524.250000 Penalty: 5074.732422
	Iteration 52Q: 3 clusters Score -3736524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3736574.750000 Penalty: 5074.732422
	Iteration 53Q: 3 clusters Score -3736575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3736589.500000 Penalty: 5074.732422
	Iteration 54Q: 3 clusters Score -3736590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3736619.500000 Penalty: 5074.732422
	Iteration 55Q: 3 clusters Score -3736620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3736638.500000 Penalty: 5074.732422
	Iteration 56Q: 3 clusters Score -3736638 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3736681.250000 Penalty: 5074.732422
	Iteration 57Q: 3 clusters Score -3736681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3736705.750000 Penalty: 5074.732422
	Iteration 58Q: 3 clusters Score -3736706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3736738.000000 Penalty: 5074.732422
	Iteration 59Q: 3 clusters Score -3736738 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3736747.250000 Penalty: 5074.732422
	Iteration 60F: 3 clusters Score -3736747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3736784.750000 Penalty: 5074.732422
	Iteration 61Q: 3 clusters Score -3736785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3736806.250000 Penalty: 5074.732422
	Iteration 62Q: 3 clusters Score -3736806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3736841.500000 Penalty: 5074.732422
	Iteration 63Q: 3 clusters Score -3736842 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3736884.750000 Penalty: 5074.732422
	Iteration 64Q: 3 clusters Score -3736885 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3736929.750000 Penalty: 5074.732422
	Iteration 65Q: 3 clusters Score -3736930 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3736972.500000 Penalty: 5074.732422
	Iteration 66Q: 3 clusters Score -3736972 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3736985.750000 Penalty: 5074.732422
	Iteration 67Q: 3 clusters Score -3736986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3737023.750000 Penalty: 5074.732422
	Iteration 68Q: 3 clusters Score -3737024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3737062.250000 Penalty: 5074.732422
	Iteration 69Q: 3 clusters Score -3737062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3737108.000000 Penalty: 5074.732422
	Iteration 70Q: 3 clusters Score -3737108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3737133.500000 Penalty: 5074.732422
	Iteration 71Q: 3 clusters Score -3737134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3737175.750000 Penalty: 5074.732422
	Iteration 72Q: 3 clusters Score -3737176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3737216.000000 Penalty: 5074.732422
	Iteration 73Q: 3 clusters Score -3737216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3737246.500000 Penalty: 5074.732422
	Iteration 74Q: 3 clusters Score -3737246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3737279.000000 Penalty: 5074.732422
	Iteration 75Q: 3 clusters Score -3737279 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3737327.250000 Penalty: 5074.732422
	Iteration 76Q: 3 clusters Score -3737327 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3737362.500000 Penalty: 5074.732422
	Iteration 77Q: 3 clusters Score -3737362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3737390.000000 Penalty: 5074.732422
	Iteration 78Q: 3 clusters Score -3737390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3737420.000000 Penalty: 5074.732422
	Iteration 79Q: 3 clusters Score -3737420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3737457.250000 Penalty: 5074.732422
	Iteration 80F: 3 clusters Score -3737457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3737468.750000 Penalty: 5074.732422
	Iteration 81Q: 3 clusters Score -3737469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3737484.750000 Penalty: 5074.732422
	Iteration 82Q: 3 clusters Score -3737485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3737510.250000 Penalty: 5074.732422
	Iteration 83Q: 3 clusters Score -3737510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3737531.500000 Penalty: 5074.732422
	Iteration 84Q: 3 clusters Score -3737532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3737563.500000 Penalty: 5074.732422
	Iteration 85Q: 3 clusters Score -3737564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3737585.500000 Penalty: 5074.732422
	Iteration 86Q: 3 clusters Score -3737586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3737599.250000 Penalty: 5074.732422
	Iteration 87Q: 3 clusters Score -3737599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3737611.250000 Penalty: 5074.732422
	Iteration 88Q: 3 clusters Score -3737611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3737626.250000 Penalty: 5074.732422
	Iteration 89Q: 3 clusters Score -3737626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3737639.750000 Penalty: 5074.732422
	Iteration 90Q: 3 clusters Score -3737640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3737658.500000 Penalty: 5074.732422
	Iteration 91Q: 3 clusters Score -3737658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3737687.000000 Penalty: 5074.732422
	Iteration 92Q: 3 clusters Score -3737687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3737707.500000 Penalty: 5074.732422
	Iteration 93Q: 3 clusters Score -3737708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3737740.500000 Penalty: 5074.732422
	Iteration 94Q: 3 clusters Score -3737740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3737748.000000 Penalty: 5074.732422
	Iteration 95Q: 3 clusters Score -3737748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3737762.750000 Penalty: 5074.732422
	Iteration 96Q: 3 clusters Score -3737763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3737783.000000 Penalty: 5074.732422
	Iteration 97Q: 3 clusters Score -3737783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3737789.000000 Penalty: 5074.732422
	Iteration 98Q: 3 clusters Score -3737789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3737800.250000 Penalty: 5074.732422
	Iteration 99Q: 3 clusters Score -3737800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3737806.250000 Penalty: 5074.732422
	Iteration 100F: 3 clusters Score -3737806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3737817.500000 Penalty: 5074.732422
	Iteration 101Q: 3 clusters Score -3737818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3737827.500000 Penalty: 5074.732422
	Iteration 102Q: 3 clusters Score -3737828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3737839.750000 Penalty: 5074.732422
	Iteration 103Q: 3 clusters Score -3737840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3737854.250000 Penalty: 5074.732422
	Iteration 104Q: 3 clusters Score -3737854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3737857.750000 Penalty: 5074.732422
	Iteration 105Q: 3 clusters Score -3737858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3737858.750000 Penalty: 5074.732422
	Iteration 106Q: 3 clusters Score -3737859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3737861.500000 Penalty: 5074.732422
	Iteration 107Q: 3 clusters Score -3737862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3737866.250000 Penalty: 5074.732422
	Iteration 108Q: 3 clusters Score -3737866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3737871.250000 Penalty: 5074.732422
	Iteration 109Q: 3 clusters Score -3737871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3737880.750000 Penalty: 5074.732422
	Iteration 110Q: 3 clusters Score -3737881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3737880.500000 Penalty: 5074.732422
	Iteration 111Q: 3 clusters Score -3737880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3737884.500000 Penalty: 5074.732422
	Iteration 112Q: 3 clusters Score -3737884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3737885.250000 Penalty: 5074.732422
	Iteration 113Q: 3 clusters Score -3737885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3737890.500000 Penalty: 5074.732422
	Iteration 114Q: 3 clusters Score -3737890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3737894.250000 Penalty: 5074.732422
	Iteration 115Q: 3 clusters Score -3737894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3737897.500000 Penalty: 5074.732422
	Iteration 116Q: 3 clusters Score -3737898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3737902.000000 Penalty: 5074.732422
	Iteration 117Q: 3 clusters Score -3737902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3737904.500000 Penalty: 5074.732422
	Iteration 118Q: 3 clusters Score -3737904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3737908.000000 Penalty: 5074.732422
	Iteration 119Q: 3 clusters Score -3737908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3737921.000000 Penalty: 5074.732422
	Iteration 120F: 3 clusters Score -3737921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3737938.000000 Penalty: 5074.732422
	Iteration 121Q: 3 clusters Score -3737938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3737941.250000 Penalty: 5074.732422
	Iteration 122Q: 3 clusters Score -3737941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3737947.250000 Penalty: 5074.732422
	Iteration 123Q: 3 clusters Score -3737947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3737938.250000 Penalty: 5074.732422
	Iteration 124Q: 3 clusters Score -3737938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3737946.500000 Penalty: 5074.732422
	Iteration 125Q: 3 clusters Score -3737946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -3737946.250000 Penalty: 5074.732422
	Iteration 126Q: 3 clusters Score -3737946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3737948.750000 Penalty: 5074.732422
	Iteration 127Q: 3 clusters Score -3737949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3737948.250000 Penalty: 5074.732422
	Iteration 128Q: 3 clusters Score -3737948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3737953.500000 Penalty: 5074.732422
	Iteration 129Q: 3 clusters Score -3737954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3737948.000000 Penalty: 5074.732422
	Iteration 130Q: 3 clusters Score -3737948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3737953.750000 Penalty: 5074.732422
	Iteration 131Q: 3 clusters Score -3737954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3737959.750000 Penalty: 5074.732422
	Iteration 132Q: 3 clusters Score -3737960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3737955.500000 Penalty: 5074.732422
	Iteration 133Q: 3 clusters Score -3737956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3737958.500000 Penalty: 5074.732422
	Iteration 134Q: 3 clusters Score -3737958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3737958.000000 Penalty: 5074.732422
	Iteration 135Q: 3 clusters Score -3737958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3737958.000000 Penalty: 5074.732422
	Iteration 136F: 3 clusters Score -3737958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Entering Unmasked Estep 
Score: -21750658.000000 Penalty: 2977.231445
	Iteration 0F: 2 clusters Score -2.175066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -21643510.000000 Penalty: 5954.462891
	Iteration 0F: 3 clusters Score -2.164351e+07 nChanged 78369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -21688812.000000 Penalty: 5954.462891
	Iteration 1F: 3 clusters Score -2.168881e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -21689754.000000 Penalty: 5954.462891
	Iteration 2Q: 3 clusters Score -2.168975e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -21691124.000000 Penalty: 5954.462891
	Iteration 3Q: 3 clusters Score -2.169112e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -21693386.000000 Penalty: 5954.462891
	Iteration 4Q: 3 clusters Score -2.169339e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -21697210.000000 Penalty: 5954.462891
	Iteration 5Q: 3 clusters Score -2.169721e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -21704568.000000 Penalty: 5954.462891
	Iteration 6F: 3 clusters Score -2.170457e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126132 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -21716028.000000 Penalty: 5954.462891
	Iteration 7F: 3 clusters Score -2.171603e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139423 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -21729122.000000 Penalty: 5954.462891
	Iteration 8F: 3 clusters Score -2.172912e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149586 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -21739176.000000 Penalty: 5954.462891
	Iteration 9F: 3 clusters Score -2.173918e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -21743954.000000 Penalty: 5954.462891
	Iteration 10Q: 3 clusters Score -2.174395e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -21746082.000000 Penalty: 5954.462891
	Iteration 11Q: 3 clusters Score -2.174608e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -21747074.000000 Penalty: 5954.462891
	Iteration 12Q: 3 clusters Score -2.174707e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -21747614.000000 Penalty: 5954.462891
	Iteration 13Q: 3 clusters Score -2.174761e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -21747888.000000 Penalty: 5954.462891
	Iteration 14Q: 3 clusters Score -2.174789e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -21747992.000000 Penalty: 5954.462891
	Iteration 15Q: 3 clusters Score -2.174799e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -21748104.000000 Penalty: 5954.462891
	Iteration 16Q: 3 clusters Score -2.17481e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21748186.000000 Penalty: 5954.462891
	Iteration 17Q: 3 clusters Score -2.174819e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21748262.000000 Penalty: 5954.462891
	Iteration 18Q: 3 clusters Score -2.174826e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -21748270.000000 Penalty: 5954.462891
	Iteration 19Q: 3 clusters Score -2.174827e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161029 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21748326.000000 Penalty: 5954.462891
	Iteration 20F: 3 clusters Score -2.174833e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21748294.000000 Penalty: 5954.462891
	Iteration 21Q: 3 clusters Score -2.174829e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21748332.000000 Penalty: 5954.462891
	Iteration 22Q: 3 clusters Score -2.174833e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21748344.000000 Penalty: 5954.462891
	Iteration 23Q: 3 clusters Score -2.174834e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161360 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21748354.000000 Penalty: 5954.462891
	Iteration 24Q: 3 clusters Score -2.174835e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -21748344.000000 Penalty: 5954.462891
	Iteration 25Q: 3 clusters Score -2.174834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21748358.000000 Penalty: 5954.462891
	Iteration 26Q: 3 clusters Score -2.174836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161464 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -21748348.000000 Penalty: 5954.462891
	Iteration 27Q: 3 clusters Score -2.174835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161480 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21748346.000000 Penalty: 5954.462891
	Iteration 28Q: 3 clusters Score -2.174835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21748360.000000 Penalty: 5954.462891
	Iteration 29Q: 3 clusters Score -2.174836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161521 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21748368.000000 Penalty: 5954.462891
	Iteration 30Q: 3 clusters Score -2.174837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21748350.000000 Penalty: 5954.462891
	Iteration 31Q: 3 clusters Score -2.174835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21748350.000000 Penalty: 5954.462891
	Iteration 32Q: 3 clusters Score -2.174835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161594 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21748356.000000 Penalty: 5954.462891
	Iteration 33Q: 3 clusters Score -2.174836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21748354.000000 Penalty: 5954.462891
	Iteration 34Q: 3 clusters Score -2.174835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161628 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21748382.000000 Penalty: 5954.462891
	Iteration 35Q: 3 clusters Score -2.174838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21748386.000000 Penalty: 5954.462891
	Iteration 36Q: 3 clusters Score -2.174839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21748400.000000 Penalty: 5954.462891
	Iteration 37Q: 3 clusters Score -2.17484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21748390.000000 Penalty: 5954.462891
	Iteration 38Q: 3 clusters Score -2.174839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21748424.000000 Penalty: 5954.462891
	Iteration 39Q: 3 clusters Score -2.174842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161729 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21748424.000000 Penalty: 5954.462891
	Iteration 40F: 3 clusters Score -2.174842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161745 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21748450.000000 Penalty: 5954.462891
	Iteration 41Q: 3 clusters Score -2.174845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21748456.000000 Penalty: 5954.462891
	Iteration 42Q: 3 clusters Score -2.174846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -21748450.000000 Penalty: 5954.462891
	Iteration 43Q: 3 clusters Score -2.174845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21748452.000000 Penalty: 5954.462891
	Iteration 44Q: 3 clusters Score -2.174845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -21748430.000000 Penalty: 5954.462891
	Iteration 45Q: 3 clusters Score -2.174843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21748432.000000 Penalty: 5954.462891
	Iteration 46Q: 3 clusters Score -2.174843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161810 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -21748430.000000 Penalty: 5954.462891
	Iteration 47Q: 3 clusters Score -2.174843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21748448.000000 Penalty: 5954.462891
	Iteration 48Q: 3 clusters Score -2.174845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21748424.000000 Penalty: 5954.462891
	Iteration 49Q: 3 clusters Score -2.174842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21748424.000000 Penalty: 5954.462891
	Iteration 50F: 3 clusters Score -2.174842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14238.827148 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14238.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14341.410156 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -14341.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14354.298828 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14354.298828 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Entering Unmasked Estep 
Score: -22229606.000000 Penalty: 2981.712158
	Iteration 0F: 2 clusters Score -2.222961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -22125632.000000 Penalty: 5963.424316
	Iteration 0F: 3 clusters Score -2.212563e+07 nChanged 79954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -22172410.000000 Penalty: 5963.424316
	Iteration 1F: 3 clusters Score -2.217241e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -22173800.000000 Penalty: 5963.424316
	Iteration 2Q: 3 clusters Score -2.21738e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -22175682.000000 Penalty: 5963.424316
	Iteration 3Q: 3 clusters Score -2.217568e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -22178310.000000 Penalty: 5963.424316
	Iteration 4Q: 3 clusters Score -2.217831e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -22182080.000000 Penalty: 5963.424316
	Iteration 5Q: 3 clusters Score -2.218208e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -22187562.000000 Penalty: 5963.424316
	Iteration 6F: 3 clusters Score -2.218756e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -22195196.000000 Penalty: 5963.424316
	Iteration 7F: 3 clusters Score -2.21952e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -22204368.000000 Penalty: 5963.424316
	Iteration 8F: 3 clusters Score -2.220437e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -22212722.000000 Penalty: 5963.424316
	Iteration 9F: 3 clusters Score -2.221272e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132366 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -22218108.000000 Penalty: 5963.424316
	Iteration 10Q: 3 clusters Score -2.221811e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136709 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -22221108.000000 Penalty: 5963.424316
	Iteration 11Q: 3 clusters Score -2.222111e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -22222900.000000 Penalty: 5963.424316
	Iteration 12Q: 3 clusters Score -2.22229e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -22223788.000000 Penalty: 5963.424316
	Iteration 13Q: 3 clusters Score -2.222379e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -22224474.000000 Penalty: 5963.424316
	Iteration 14Q: 3 clusters Score -2.222447e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -22225024.000000 Penalty: 5963.424316
	Iteration 15Q: 3 clusters Score -2.222502e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -22225580.000000 Penalty: 5963.424316
	Iteration 16Q: 3 clusters Score -2.222558e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -22225968.000000 Penalty: 5963.424316
	Iteration 17Q: 3 clusters Score -2.222597e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -22226230.000000 Penalty: 5963.424316
	Iteration 18Q: 3 clusters Score -2.222623e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -22226538.000000 Penalty: 5963.424316
	Iteration 19Q: 3 clusters Score -2.222654e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -22226752.000000 Penalty: 5963.424316
	Iteration 20F: 3 clusters Score -2.222675e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -22227004.000000 Penalty: 5963.424316
	Iteration 21Q: 3 clusters Score -2.2227e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -22227200.000000 Penalty: 5963.424316
	Iteration 22Q: 3 clusters Score -2.22272e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -22227278.000000 Penalty: 5963.424316
	Iteration 23Q: 3 clusters Score -2.222728e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -22227388.000000 Penalty: 5963.424316
	Iteration 24Q: 3 clusters Score -2.222739e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -22227542.000000 Penalty: 5963.424316
	Iteration 25Q: 3 clusters Score -2.222754e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160346 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -22227668.000000 Penalty: 5963.424316
	Iteration 26Q: 3 clusters Score -2.222767e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160870 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -22227690.000000 Penalty: 5963.424316
	Iteration 27Q: 3 clusters Score -2.222769e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161277 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -22227728.000000 Penalty: 5963.424316
	Iteration 28Q: 3 clusters Score -2.222773e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -22227792.000000 Penalty: 5963.424316
	Iteration 29Q: 3 clusters Score -2.222779e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161962 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -22227782.000000 Penalty: 5963.424316
	Iteration 30Q: 3 clusters Score -2.222778e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22227860.000000 Penalty: 5963.424316
	Iteration 31Q: 3 clusters Score -2.222786e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22227870.000000 Penalty: 5963.424316
	Iteration 32Q: 3 clusters Score -2.222787e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -22227862.000000 Penalty: 5963.424316
	Iteration 33Q: 3 clusters Score -2.222786e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22227874.000000 Penalty: 5963.424316
	Iteration 34Q: 3 clusters Score -2.222787e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -22227898.000000 Penalty: 5963.424316
	Iteration 35Q: 3 clusters Score -2.22279e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -22227944.000000 Penalty: 5963.424316
	Iteration 36Q: 3 clusters Score -2.222794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -22227946.000000 Penalty: 5963.424316
	Iteration 37Q: 3 clusters Score -2.222795e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22227910.000000 Penalty: 5963.424316
	Iteration 38Q: 3 clusters Score -2.222791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22227946.000000 Penalty: 5963.424316
	Iteration 39Q: 3 clusters Score -2.222795e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22227918.000000 Penalty: 5963.424316
	Iteration 40F: 3 clusters Score -2.222792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22227924.000000 Penalty: 5963.424316
	Iteration 41Q: 3 clusters Score -2.222792e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22227948.000000 Penalty: 5963.424316
	Iteration 42Q: 3 clusters Score -2.222795e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22227922.000000 Penalty: 5963.424316
	Iteration 43Q: 3 clusters Score -2.222792e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22227924.000000 Penalty: 5963.424316
	Iteration 44Q: 3 clusters Score -2.222792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22227918.000000 Penalty: 5963.424316
	Iteration 45Q: 3 clusters Score -2.222792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22227930.000000 Penalty: 5963.424316
	Iteration 46Q: 3 clusters Score -2.222793e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22227924.000000 Penalty: 5963.424316
	Iteration 47Q: 3 clusters Score -2.222792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22227968.000000 Penalty: 5963.424316
	Iteration 48Q: 3 clusters Score -2.222797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -22227962.000000 Penalty: 5963.424316
	Iteration 49Q: 3 clusters Score -2.222796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164066 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22227962.000000 Penalty: 5963.424316
	Iteration 50Q: 3 clusters Score -2.222796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22227950.000000 Penalty: 5963.424316
	Iteration 51Q: 3 clusters Score -2.222795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22227948.000000 Penalty: 5963.424316
	Iteration 52Q: 3 clusters Score -2.222795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164093 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22227960.000000 Penalty: 5963.424316
	Iteration 53Q: 3 clusters Score -2.222796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -22227962.000000 Penalty: 5963.424316
	Iteration 54Q: 3 clusters Score -2.222796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164112 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22227970.000000 Penalty: 5963.424316
	Iteration 55Q: 3 clusters Score -2.222797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22227954.000000 Penalty: 5963.424316
	Iteration 56Q: 3 clusters Score -2.222795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -22227962.000000 Penalty: 5963.424316
	Iteration 57Q: 3 clusters Score -2.222796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -22227972.000000 Penalty: 5963.424316
	Iteration 58Q: 3 clusters Score -2.222797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22227972.000000 Penalty: 5963.424316
	Iteration 59Q: 3 clusters Score -2.222797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164161 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -22227976.000000 Penalty: 5963.424316
	Iteration 60F: 3 clusters Score -2.222798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22227976.000000 Penalty: 5963.424316
	Iteration 61Q: 3 clusters Score -2.222798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164174 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22227992.000000 Penalty: 5963.424316
	Iteration 62Q: 3 clusters Score -2.222799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164179 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -22227976.000000 Penalty: 5963.424316
	Iteration 63Q: 3 clusters Score -2.222798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -22228014.000000 Penalty: 5963.424316
	Iteration 64Q: 3 clusters Score -2.222801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -22228014.000000 Penalty: 5963.424316
	Iteration 65Q: 3 clusters Score -2.222801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -22228026.000000 Penalty: 5963.424316
	Iteration 66Q: 3 clusters Score -2.222803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -22228008.000000 Penalty: 5963.424316
	Iteration 67Q: 3 clusters Score -2.222801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -22228000.000000 Penalty: 5963.424316
	Iteration 68Q: 3 clusters Score -2.2228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -22227998.000000 Penalty: 5963.424316
	Iteration 69Q: 3 clusters Score -2.2228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -22227990.000000 Penalty: 5963.424316
	Iteration 70Q: 3 clusters Score -2.222799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -22228006.000000 Penalty: 5963.424316
	Iteration 71Q: 3 clusters Score -2.222801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -22227986.000000 Penalty: 5963.424316
	Iteration 72Q: 3 clusters Score -2.222799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -22227994.000000 Penalty: 5963.424316
	Iteration 73Q: 3 clusters Score -2.222799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -22227992.000000 Penalty: 5963.424316
	Iteration 74Q: 3 clusters Score -2.222799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -22228000.000000 Penalty: 5963.424316
	Iteration 75Q: 3 clusters Score -2.2228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22227988.000000 Penalty: 5963.424316
	Iteration 76Q: 3 clusters Score -2.222799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22227994.000000 Penalty: 5963.424316
	Iteration 77Q: 3 clusters Score -2.222799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22227994.000000 Penalty: 5963.424316
	Iteration 78Q: 3 clusters Score -2.222799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22227996.000000 Penalty: 5963.424316
	Iteration 79Q: 3 clusters Score -2.2228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -22227992.000000 Penalty: 5963.424316
	Iteration 80F: 3 clusters Score -2.222799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -22227986.000000 Penalty: 5963.424316
	Iteration 81Q: 3 clusters Score -2.222799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22227978.000000 Penalty: 5963.424316
	Iteration 82Q: 3 clusters Score -2.222798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22227984.000000 Penalty: 5963.424316
	Iteration 83Q: 3 clusters Score -2.222798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22227984.000000 Penalty: 5963.424316
	Iteration 84F: 3 clusters Score -2.222798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Entering Unmasked Estep 
Score: -5898792.500000 Penalty: 2651.455811
	Iteration 0F: 2 clusters Score -5898792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5869099.500000 Penalty: 5302.911621
	Iteration 0F: 3 clusters Score -5869100 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5880673.500000 Penalty: 5302.911621
	Iteration 1F: 3 clusters Score -5880674 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5881838.500000 Penalty: 5302.911621
	Iteration 2F: 3 clusters Score -5881838 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5883141.000000 Penalty: 5302.911621
	Iteration 3F: 3 clusters Score -5883141 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5884570.500000 Penalty: 5302.911621
	Iteration 4F: 3 clusters Score -5884570 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -5886190.000000 Penalty: 5302.911621
	Iteration 5F: 3 clusters Score -5886190 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -5887981.000000 Penalty: 5302.911621
	Iteration 6F: 3 clusters Score -5887981 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5889917.000000 Penalty: 5302.911621
	Iteration 7F: 3 clusters Score -5889917 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -5891820.000000 Penalty: 5302.911621
	Iteration 8F: 3 clusters Score -5891820 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -5893496.000000 Penalty: 5302.911621
	Iteration 9Q: 3 clusters Score -5893496 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5894735.500000 Penalty: 5302.911621
	Iteration 10Q: 3 clusters Score -5894736 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5895447.000000 Penalty: 5302.911621
	Iteration 11Q: 3 clusters Score -5895447 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -5895807.000000 Penalty: 5302.911621
	Iteration 12Q: 3 clusters Score -5895807 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5896004.500000 Penalty: 5302.911621
	Iteration 13Q: 3 clusters Score -5896004 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5896152.000000 Penalty: 5302.911621
	Iteration 14Q: 3 clusters Score -5896152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5896247.500000 Penalty: 5302.911621
	Iteration 15Q: 3 clusters Score -5896248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -5896301.000000 Penalty: 5302.911621
	Iteration 16Q: 3 clusters Score -5896301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5896353.000000 Penalty: 5302.911621
	Iteration 17Q: 3 clusters Score -5896353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5896387.500000 Penalty: 5302.911621
	Iteration 18Q: 3 clusters Score -5896388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5896410.500000 Penalty: 5302.911621
	Iteration 19Q: 3 clusters Score -5896410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5896440.500000 Penalty: 5302.911621
	Iteration 20F: 3 clusters Score -5896440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5896452.500000 Penalty: 5302.911621
	Iteration 21Q: 3 clusters Score -5896452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5896466.000000 Penalty: 5302.911621
	Iteration 22Q: 3 clusters Score -5896466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5896481.500000 Penalty: 5302.911621
	Iteration 23Q: 3 clusters Score -5896482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5896494.000000 Penalty: 5302.911621
	Iteration 24Q: 3 clusters Score -5896494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5896499.500000 Penalty: 5302.911621
	Iteration 25Q: 3 clusters Score -5896500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5896514.500000 Penalty: 5302.911621
	Iteration 26Q: 3 clusters Score -5896514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5896512.500000 Penalty: 5302.911621
	Iteration 27Q: 3 clusters Score -5896512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5896512.500000 Penalty: 5302.911621
	Iteration 28Q: 3 clusters Score -5896512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5896514.000000 Penalty: 5302.911621
	Iteration 29Q: 3 clusters Score -5896514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5896525.500000 Penalty: 5302.911621
	Iteration 30Q: 3 clusters Score -5896526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5896524.500000 Penalty: 5302.911621
	Iteration 31Q: 3 clusters Score -5896524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5896528.000000 Penalty: 5302.911621
	Iteration 32Q: 3 clusters Score -5896528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5896527.500000 Penalty: 5302.911621
	Iteration 33Q: 3 clusters Score -5896528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5896527.500000 Penalty: 5302.911621
	Iteration 34F: 3 clusters Score -5896528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (204081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204081 members 
Entering Unmasked Estep 
Score: -27079654.000000 Penalty: 3032.115723
	Iteration 0F: 2 clusters Score -2.707965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -26951838.000000 Penalty: 6064.231445
	Iteration 0F: 3 clusters Score -2.695184e+07 nChanged 98305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -27008656.000000 Penalty: 6064.231445
	Iteration 1F: 3 clusters Score -2.700866e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -27009416.000000 Penalty: 6064.231445
	Iteration 2Q: 3 clusters Score -2.700942e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -27010278.000000 Penalty: 6064.231445
	Iteration 3Q: 3 clusters Score -2.701028e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 113278 members 
Entering Unmasked Estep 
Score: -27011796.000000 Penalty: 6064.231445
	Iteration 4Q: 3 clusters Score -2.70118e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -27014376.000000 Penalty: 6064.231445
	Iteration 5Q: 3 clusters Score -2.701438e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -27018740.000000 Penalty: 6064.231445
	Iteration 6Q: 3 clusters Score -2.701874e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -27027130.000000 Penalty: 6064.231445
	Iteration 7F: 3 clusters Score -2.702713e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -27039610.000000 Penalty: 6064.231445
	Iteration 8F: 3 clusters Score -2.703961e+07 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -27054308.000000 Penalty: 6064.231445
	Iteration 9F: 3 clusters Score -2.705431e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 187521 members 
Entering Unmasked Estep 
Score: -27065180.000000 Penalty: 6064.231445
	Iteration 10F: 3 clusters Score -2.706518e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -27071898.000000 Penalty: 6064.231445
	Iteration 11Q: 3 clusters Score -2.70719e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 200337 members 
Entering Unmasked Estep 
Score: -27075054.000000 Penalty: 6064.231445
	Iteration 12Q: 3 clusters Score -2.707505e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 202474 members 
Entering Unmasked Estep 
Score: -27076124.000000 Penalty: 6064.231445
	Iteration 13Q: 3 clusters Score -2.707612e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 203360 members 
Entering Unmasked Estep 
Score: -27076632.000000 Penalty: 6064.231445
	Iteration 14Q: 3 clusters Score -2.707663e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 203652 members 
Entering Unmasked Estep 
Score: -27076842.000000 Penalty: 6064.231445
	Iteration 15Q: 3 clusters Score -2.707684e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203750 members 
Entering Unmasked Estep 
Score: -27076880.000000 Penalty: 6064.231445
	Iteration 16Q: 3 clusters Score -2.707688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 203790 members 
Entering Unmasked Estep 
Score: -27076940.000000 Penalty: 6064.231445
	Iteration 17Q: 3 clusters Score -2.707694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 203812 members 
Entering Unmasked Estep 
Score: -27077008.000000 Penalty: 6064.231445
	Iteration 18Q: 3 clusters Score -2.707701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 203825 members 
Entering Unmasked Estep 
Score: -27077030.000000 Penalty: 6064.231445
	Iteration 19Q: 3 clusters Score -2.707703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203834 members 
Entering Unmasked Estep 
Score: -27077028.000000 Penalty: 6064.231445
	Iteration 20F: 3 clusters Score -2.707703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203836 members 
Entering Unmasked Estep 
Score: -27077062.000000 Penalty: 6064.231445
	Iteration 21Q: 3 clusters Score -2.707706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203839 members 
Entering Unmasked Estep 
Score: -27077056.000000 Penalty: 6064.231445
	Iteration 22Q: 3 clusters Score -2.707706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -27077070.000000 Penalty: 6064.231445
	Iteration 23Q: 3 clusters Score -2.707707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203840 members 
Entering Unmasked Estep 
Score: -27077082.000000 Penalty: 6064.231445
	Iteration 24Q: 3 clusters Score -2.707708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203840 members 
Entering Unmasked Estep 
Score: -27077064.000000 Penalty: 6064.231445
	Iteration 25Q: 3 clusters Score -2.707706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -27077056.000000 Penalty: 6064.231445
	Iteration 26Q: 3 clusters Score -2.707706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203842 members 
Entering Unmasked Estep 
Score: -27077048.000000 Penalty: 6064.231445
	Iteration 27Q: 3 clusters Score -2.707705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203842 members 
Entering Unmasked Estep 
Score: -27077048.000000 Penalty: 6064.231445
	Iteration 28F: 3 clusters Score -2.707705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -182258.203125 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -182258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180048.437500 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -180048.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180399.656250 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -180399.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180480.515625 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -180480.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -180527.250000 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -180527.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180552.343750 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -180552.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -180572.234375 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -180572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -180586.015625 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -180586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -180593.703125 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -180593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -180599.125000 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -180599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -180605.671875 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -180605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180611.000000 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -180611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -180618.093750 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -180618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -180621.000000 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -180621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180622.125000 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -180622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180626.109375 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -180626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180627.890625 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -180627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180628.578125 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -180628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180629.671875 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -180629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180629.671875 Penalty: 3588.509766
	Iteration 18F: 3 clusters Score -180629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25017 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26807 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162592 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 74887 members 
Mstep: Class 13 contains 50827 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 27759 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166547 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 204081 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259408.000000 Penalty: 68693.328125
Iteration 159Q: 21 clusters Score -1.352594e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25021 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26819 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162523 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 32676 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 74771 members 
Mstep: Class 13 contains 50739 members 
Mstep: Class 14 contains 46265 members 
Mstep: Class 15 contains 27726 members 
Mstep: Class 16 contains 163889 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166502 members 
Mstep: Class 21 contains 43926 members 
Mstep: Class 22 contains 204050 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259520.000000 Penalty: 68693.328125
Iteration 160F: 21 clusters Score -1.352595e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25037 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26843 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162458 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 32783 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 74652 members 
Mstep: Class 13 contains 50661 members 
Mstep: Class 14 contains 46233 members 
Mstep: Class 15 contains 27698 members 
Mstep: Class 16 contains 164221 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166438 members 
Mstep: Class 21 contains 43878 members 
Mstep: Class 22 contains 203999 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259440.000000 Penalty: 68693.328125
Iteration 161Q: 21 clusters Score -1.352594e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25046 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26856 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162413 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 32883 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 74538 members 
Mstep: Class 13 contains 50573 members 
Mstep: Class 14 contains 46211 members 
Mstep: Class 15 contains 27673 members 
Mstep: Class 16 contains 164527 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166422 members 
Mstep: Class 21 contains 43835 members 
Mstep: Class 22 contains 203926 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259664.000000 Penalty: 68693.328125
Iteration 162Q: 21 clusters Score -1.352597e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25049 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26878 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162356 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 32962 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 74428 members 
Mstep: Class 13 contains 50490 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27642 members 
Mstep: Class 16 contains 164790 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166396 members 
Mstep: Class 21 contains 43779 members 
Mstep: Class 22 contains 203933 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259712.000000 Penalty: 68693.328125
Iteration 163Q: 21 clusters Score -1.352597e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26894 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162325 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 33037 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 74305 members 
Mstep: Class 13 contains 50419 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 27604 members 
Mstep: Class 16 contains 165056 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166377 members 
Mstep: Class 21 contains 43727 members 
Mstep: Class 22 contains 203933 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259840.000000 Penalty: 68693.328125
Iteration 164Q: 21 clusters Score -1.352598e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25062 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 26909 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162302 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 33115 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 74213 members 
Mstep: Class 13 contains 50342 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27575 members 
Mstep: Class 16 contains 165286 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166358 members 
Mstep: Class 21 contains 43679 members 
Mstep: Class 22 contains 203918 members 
Mstep: Class 23 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259632.000000 Penalty: 68693.328125
Iteration 165Q: 21 clusters Score -1.352596e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25071 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 26945 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162277 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 33194 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 74127 members 
Mstep: Class 13 contains 50260 members 
Mstep: Class 14 contains 46114 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 165479 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166336 members 
Mstep: Class 21 contains 43632 members 
Mstep: Class 22 contains 203924 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259856.000000 Penalty: 68693.328125
Iteration 166Q: 21 clusters Score -1.352599e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 26995 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162249 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 33247 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 74041 members 
Mstep: Class 13 contains 50185 members 
Mstep: Class 14 contains 46087 members 
Mstep: Class 15 contains 27526 members 
Mstep: Class 16 contains 165628 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166323 members 
Mstep: Class 21 contains 43598 members 
Mstep: Class 22 contains 203953 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259680.000000 Penalty: 68693.328125
Iteration 167Q: 21 clusters Score -1.352597e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25081 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27038 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162261 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 33312 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 73943 members 
Mstep: Class 13 contains 50120 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 27504 members 
Mstep: Class 16 contains 165766 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166330 members 
Mstep: Class 21 contains 43548 members 
Mstep: Class 22 contains 203957 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259760.000000 Penalty: 68693.328125
Iteration 168Q: 21 clusters Score -1.352598e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25085 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27059 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162265 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 33370 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 73862 members 
Mstep: Class 13 contains 50062 members 
Mstep: Class 14 contains 46024 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 165871 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166327 members 
Mstep: Class 21 contains 43502 members 
Mstep: Class 22 contains 203990 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259920.000000 Penalty: 68693.328125
Iteration 169Q: 21 clusters Score -1.352599e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25100 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27077 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162281 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 73758 members 
Mstep: Class 13 contains 50009 members 
Mstep: Class 14 contains 45997 members 
Mstep: Class 15 contains 27470 members 
Mstep: Class 16 contains 165983 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166346 members 
Mstep: Class 21 contains 43463 members 
Mstep: Class 22 contains 203984 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259856.000000 Penalty: 68693.328125
Iteration 170Q: 21 clusters Score -1.352599e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25110 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27111 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162278 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 33476 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 73683 members 
Mstep: Class 13 contains 49952 members 
Mstep: Class 14 contains 45973 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 166068 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166389 members 
Mstep: Class 21 contains 43432 members 
Mstep: Class 22 contains 203990 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135259760.000000 Penalty: 68693.328125
Iteration 171Q: 21 clusters Score -1.352598e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25115 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27155 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162280 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 33517 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 73614 members 
Mstep: Class 13 contains 49883 members 
Mstep: Class 14 contains 45946 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 166175 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166423 members 
Mstep: Class 21 contains 43400 members 
Mstep: Class 22 contains 203974 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260048.000000 Penalty: 68693.328125
Iteration 172Q: 21 clusters Score -1.3526e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25120 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27190 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162290 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 33536 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 73547 members 
Mstep: Class 13 contains 49807 members 
Mstep: Class 14 contains 45935 members 
Mstep: Class 15 contains 27403 members 
Mstep: Class 16 contains 166310 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166425 members 
Mstep: Class 21 contains 43366 members 
Mstep: Class 22 contains 203983 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260144.000000 Penalty: 68693.328125
Iteration 173Q: 21 clusters Score -1.352601e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25123 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27217 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162307 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 33573 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 73467 members 
Mstep: Class 13 contains 49739 members 
Mstep: Class 14 contains 45923 members 
Mstep: Class 15 contains 27388 members 
Mstep: Class 16 contains 166409 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166437 members 
Mstep: Class 21 contains 43357 members 
Mstep: Class 22 contains 203973 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260048.000000 Penalty: 68693.328125
Iteration 174Q: 21 clusters Score -1.3526e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25133 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27238 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162312 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 33609 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 73365 members 
Mstep: Class 13 contains 49687 members 
Mstep: Class 14 contains 45915 members 
Mstep: Class 15 contains 27379 members 
Mstep: Class 16 contains 166494 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166458 members 
Mstep: Class 21 contains 43343 members 
Mstep: Class 22 contains 203979 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260192.000000 Penalty: 68693.328125
Iteration 175Q: 21 clusters Score -1.352602e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25133 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27256 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162299 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 33644 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 73295 members 
Mstep: Class 13 contains 49646 members 
Mstep: Class 14 contains 45903 members 
Mstep: Class 15 contains 27376 members 
Mstep: Class 16 contains 166591 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166474 members 
Mstep: Class 21 contains 43328 members 
Mstep: Class 22 contains 203974 members 
Mstep: Class 23 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260016.000000 Penalty: 68693.328125
Iteration 176Q: 21 clusters Score -1.3526e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25137 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162276 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 33698 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 73220 members 
Mstep: Class 13 contains 49620 members 
Mstep: Class 14 contains 45888 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 166669 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166461 members 
Mstep: Class 21 contains 43317 members 
Mstep: Class 22 contains 203978 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260160.000000 Penalty: 68693.328125
Iteration 177Q: 21 clusters Score -1.352602e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25140 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27302 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162254 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 33745 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 73151 members 
Mstep: Class 13 contains 49583 members 
Mstep: Class 14 contains 45882 members 
Mstep: Class 15 contains 27366 members 
Mstep: Class 16 contains 166740 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166455 members 
Mstep: Class 21 contains 43304 members 
Mstep: Class 22 contains 203998 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260224.000000 Penalty: 68693.328125
Iteration 178Q: 21 clusters Score -1.352602e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25144 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27324 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162236 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 33784 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 73101 members 
Mstep: Class 13 contains 49552 members 
Mstep: Class 14 contains 45866 members 
Mstep: Class 15 contains 27365 members 
Mstep: Class 16 contains 166792 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166461 members 
Mstep: Class 21 contains 43288 members 
Mstep: Class 22 contains 204009 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260400.000000 Penalty: 68693.328125
Iteration 179Q: 21 clusters Score -1.352604e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25147 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 27353 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162223 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 33797 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 73049 members 
Mstep: Class 13 contains 49507 members 
Mstep: Class 14 contains 45847 members 
Mstep: Class 15 contains 27364 members 
Mstep: Class 16 contains 166851 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166485 members 
Mstep: Class 21 contains 43262 members 
Mstep: Class 22 contains 204037 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260464.000000 Penalty: 68693.328125
Iteration 180F: 21 clusters Score -1.352605e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25149 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 27381 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162215 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 33811 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 73008 members 
Mstep: Class 13 contains 49477 members 
Mstep: Class 14 contains 45827 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 16 contains 166925 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166501 members 
Mstep: Class 21 contains 43232 members 
Mstep: Class 22 contains 204038 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260512.000000 Penalty: 68693.328125
Iteration 181Q: 21 clusters Score -1.352605e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25152 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 27396 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162205 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 33841 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 72957 members 
Mstep: Class 13 contains 49452 members 
Mstep: Class 14 contains 45805 members 
Mstep: Class 15 contains 27356 members 
Mstep: Class 16 contains 167015 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166509 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 204034 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260400.000000 Penalty: 68693.328125
Iteration 182Q: 21 clusters Score -1.352604e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25152 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 27410 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162188 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33865 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 72905 members 
Mstep: Class 13 contains 49420 members 
Mstep: Class 14 contains 45781 members 
Mstep: Class 15 contains 27347 members 
Mstep: Class 16 contains 167093 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166531 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 204048 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260400.000000 Penalty: 68693.328125
Iteration 183Q: 21 clusters Score -1.352604e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25151 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 27420 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162182 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 72848 members 
Mstep: Class 13 contains 49399 members 
Mstep: Class 14 contains 45756 members 
Mstep: Class 15 contains 27340 members 
Mstep: Class 16 contains 167201 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166566 members 
Mstep: Class 21 contains 43156 members 
Mstep: Class 22 contains 204018 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260352.000000 Penalty: 68693.328125
Iteration 184Q: 21 clusters Score -1.352604e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25157 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27434 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162153 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33912 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 72791 members 
Mstep: Class 13 contains 49370 members 
Mstep: Class 14 contains 45743 members 
Mstep: Class 15 contains 27333 members 
Mstep: Class 16 contains 167288 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166586 members 
Mstep: Class 21 contains 43145 members 
Mstep: Class 22 contains 204015 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260384.000000 Penalty: 68693.328125
Iteration 185Q: 21 clusters Score -1.352604e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25166 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27453 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162136 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33928 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 49343 members 
Mstep: Class 14 contains 45729 members 
Mstep: Class 15 contains 27325 members 
Mstep: Class 16 contains 167399 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166592 members 
Mstep: Class 21 contains 43124 members 
Mstep: Class 22 contains 204005 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260368.000000 Penalty: 68693.328125
Iteration 186Q: 21 clusters Score -1.352604e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25178 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27472 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162138 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 72682 members 
Mstep: Class 13 contains 49326 members 
Mstep: Class 14 contains 45710 members 
Mstep: Class 15 contains 27319 members 
Mstep: Class 16 contains 167471 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166590 members 
Mstep: Class 21 contains 43107 members 
Mstep: Class 22 contains 203993 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260352.000000 Penalty: 68693.328125
Iteration 187Q: 21 clusters Score -1.352604e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25183 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27488 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162112 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33951 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 72637 members 
Mstep: Class 13 contains 49304 members 
Mstep: Class 14 contains 45710 members 
Mstep: Class 15 contains 27311 members 
Mstep: Class 16 contains 167576 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166591 members 
Mstep: Class 21 contains 43084 members 
Mstep: Class 22 contains 203980 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260560.000000 Penalty: 68693.328125
Iteration 188Q: 21 clusters Score -1.352606e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25186 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162103 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33961 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 72593 members 
Mstep: Class 13 contains 49284 members 
Mstep: Class 14 contains 45704 members 
Mstep: Class 15 contains 27296 members 
Mstep: Class 16 contains 167668 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166601 members 
Mstep: Class 21 contains 43064 members 
Mstep: Class 22 contains 203969 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260480.000000 Penalty: 68693.328125
Iteration 189Q: 21 clusters Score -1.352605e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27508 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162094 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 33978 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72551 members 
Mstep: Class 13 contains 49256 members 
Mstep: Class 14 contains 45699 members 
Mstep: Class 15 contains 27299 members 
Mstep: Class 16 contains 167784 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166593 members 
Mstep: Class 21 contains 43035 members 
Mstep: Class 22 contains 203943 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 190Q: 21 clusters Score -1.352606e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27522 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162095 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 33992 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72518 members 
Mstep: Class 13 contains 49234 members 
Mstep: Class 14 contains 45704 members 
Mstep: Class 15 contains 27300 members 
Mstep: Class 16 contains 167843 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166573 members 
Mstep: Class 21 contains 43012 members 
Mstep: Class 22 contains 203948 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260576.000000 Penalty: 68693.328125
Iteration 191Q: 21 clusters Score -1.352606e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27541 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162092 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 34003 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 72483 members 
Mstep: Class 13 contains 49219 members 
Mstep: Class 14 contains 45709 members 
Mstep: Class 15 contains 27297 members 
Mstep: Class 16 contains 167917 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166558 members 
Mstep: Class 21 contains 42981 members 
Mstep: Class 22 contains 203940 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260640.000000 Penalty: 68693.328125
Iteration 192Q: 21 clusters Score -1.352606e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25189 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 27567 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162084 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72444 members 
Mstep: Class 13 contains 49210 members 
Mstep: Class 14 contains 45707 members 
Mstep: Class 15 contains 27299 members 
Mstep: Class 16 contains 168011 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166536 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 203919 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260736.000000 Penalty: 68693.328125
Iteration 193Q: 21 clusters Score -1.352607e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27589 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162061 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34027 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72401 members 
Mstep: Class 13 contains 49195 members 
Mstep: Class 14 contains 45704 members 
Mstep: Class 15 contains 27298 members 
Mstep: Class 16 contains 168122 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166513 members 
Mstep: Class 21 contains 42919 members 
Mstep: Class 22 contains 203914 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260768.000000 Penalty: 68693.328125
Iteration 194Q: 21 clusters Score -1.352608e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25191 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27606 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162044 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34042 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72369 members 
Mstep: Class 13 contains 49176 members 
Mstep: Class 14 contains 45701 members 
Mstep: Class 15 contains 27297 members 
Mstep: Class 16 contains 168223 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166496 members 
Mstep: Class 21 contains 42905 members 
Mstep: Class 22 contains 203883 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260688.000000 Penalty: 68693.328125
Iteration 195Q: 21 clusters Score -1.352607e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27629 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162018 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34050 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72320 members 
Mstep: Class 13 contains 49153 members 
Mstep: Class 14 contains 45699 members 
Mstep: Class 15 contains 27293 members 
Mstep: Class 16 contains 168349 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166501 members 
Mstep: Class 21 contains 42889 members 
Mstep: Class 22 contains 203844 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260512.000000 Penalty: 68693.328125
Iteration 196Q: 21 clusters Score -1.352605e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25190 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27653 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162005 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34062 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 72282 members 
Mstep: Class 13 contains 49132 members 
Mstep: Class 14 contains 45697 members 
Mstep: Class 15 contains 27293 members 
Mstep: Class 16 contains 168448 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166496 members 
Mstep: Class 21 contains 42873 members 
Mstep: Class 22 contains 203801 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260400.000000 Penalty: 68693.328125
Iteration 197Q: 21 clusters Score -1.352604e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25194 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161985 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34076 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 72243 members 
Mstep: Class 13 contains 49110 members 
Mstep: Class 14 contains 45692 members 
Mstep: Class 15 contains 27289 members 
Mstep: Class 16 contains 168540 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166497 members 
Mstep: Class 21 contains 42856 members 
Mstep: Class 22 contains 203778 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 198Q: 21 clusters Score -1.352605e+08 nChanged 431
Entering ConstructFrom: 
Score: -135260496.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118886.234375 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118886.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119330.625000 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119330.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119833.031250 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120145.507812 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -120145.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120375.468750 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120375.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -120558.437500 Penalty: 3425.750488
	Iteration 5F: 3 clusters Score -120558.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120693.375000 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120693.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -120759.007812 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -120806.140625 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -120830.257812 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -120843.804688 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -120852.164062 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120865.125000 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -120875.578125 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -120879.851562 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120881.742188 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120881.742188 Penalty: 3425.750488
	Iteration 16F: 3 clusters Score -120881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25194 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161956 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34085 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 249 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72204 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 45685 members 
Mstep: Class 15 contains 27280 members 
Mstep: Class 16 contains 168668 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166494 members 
Mstep: Class 21 contains 42840 members 
Mstep: Class 22 contains 203752 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135258608.000000 Penalty: 72127.992188
Splitting cluster 1 changes total score from -135260496.000000 to -135258608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (25194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Entering Unmasked Estep 
Score: -3231877.750000 Penalty: 2513.321533
	Iteration 0F: 2 clusters Score -3231878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3214463.000000 Penalty: 5026.643066
	Iteration 0F: 3 clusters Score -3214463 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3220550.500000 Penalty: 5026.643066
	Iteration 1F: 3 clusters Score -3220550 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3221023.000000 Penalty: 5026.643066
	Iteration 2F: 3 clusters Score -3221023 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3221474.000000 Penalty: 5026.643066
	Iteration 3Q: 3 clusters Score -3221474 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3222049.250000 Penalty: 5026.643066
	Iteration 4Q: 3 clusters Score -3222049 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3222807.750000 Penalty: 5026.643066
	Iteration 5F: 3 clusters Score -3222808 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3223832.000000 Penalty: 5026.643066
	Iteration 6F: 3 clusters Score -3223832 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3225094.000000 Penalty: 5026.643066
	Iteration 7F: 3 clusters Score -3225094 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3226454.000000 Penalty: 5026.643066
	Iteration 8F: 3 clusters Score -3226454 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3227579.250000 Penalty: 5026.643066
	Iteration 9F: 3 clusters Score -3227579 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3228419.500000 Penalty: 5026.643066
	Iteration 10Q: 3 clusters Score -3228420 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3228933.250000 Penalty: 5026.643066
	Iteration 11Q: 3 clusters Score -3228933 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3229222.250000 Penalty: 5026.643066
	Iteration 12Q: 3 clusters Score -3229222 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3229412.000000 Penalty: 5026.643066
	Iteration 13Q: 3 clusters Score -3229412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3229579.500000 Penalty: 5026.643066
	Iteration 14Q: 3 clusters Score -3229580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3229669.250000 Penalty: 5026.643066
	Iteration 15Q: 3 clusters Score -3229669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3229715.000000 Penalty: 5026.643066
	Iteration 16Q: 3 clusters Score -3229715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3229750.750000 Penalty: 5026.643066
	Iteration 17Q: 3 clusters Score -3229751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3229778.750000 Penalty: 5026.643066
	Iteration 18Q: 3 clusters Score -3229779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3229814.750000 Penalty: 5026.643066
	Iteration 19Q: 3 clusters Score -3229815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3229841.750000 Penalty: 5026.643066
	Iteration 20F: 3 clusters Score -3229842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3229847.500000 Penalty: 5026.643066
	Iteration 21Q: 3 clusters Score -3229848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3229850.750000 Penalty: 5026.643066
	Iteration 22Q: 3 clusters Score -3229851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3229862.250000 Penalty: 5026.643066
	Iteration 23Q: 3 clusters Score -3229862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3229868.750000 Penalty: 5026.643066
	Iteration 24Q: 3 clusters Score -3229869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3229863.000000 Penalty: 5026.643066
	Iteration 25Q: 3 clusters Score -3229863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3229870.250000 Penalty: 5026.643066
	Iteration 26Q: 3 clusters Score -3229870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3229872.750000 Penalty: 5026.643066
	Iteration 27Q: 3 clusters Score -3229873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3229877.250000 Penalty: 5026.643066
	Iteration 28Q: 3 clusters Score -3229877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3229876.250000 Penalty: 5026.643066
	Iteration 29Q: 3 clusters Score -3229876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3229882.250000 Penalty: 5026.643066
	Iteration 30Q: 3 clusters Score -3229882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3229883.750000 Penalty: 5026.643066
	Iteration 31Q: 3 clusters Score -3229884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3229882.250000 Penalty: 5026.643066
	Iteration 32Q: 3 clusters Score -3229882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3229885.250000 Penalty: 5026.643066
	Iteration 33Q: 3 clusters Score -3229885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3229885.250000 Penalty: 5026.643066
	Iteration 34F: 3 clusters Score -3229885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -79992.570312 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -79992.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78332.265625 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -78332.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78528.312500 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -78528.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78579.453125 Penalty: 3208.748047
	Iteration 2Q: 3 clusters Score -78579.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78620.820312 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -78620.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78634.312500 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -78634.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78641.984375 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -78641.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78642.937500 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -78642.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78642.937500 Penalty: 3208.748047
	Iteration 7F: 3 clusters Score -78642.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Entering Unmasked Estep 
Score: -3550286.000000 Penalty: 2536.820557
	Iteration 0F: 2 clusters Score -3550286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3531210.250000 Penalty: 5073.641113
	Iteration 0F: 3 clusters Score -3531210 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3537803.000000 Penalty: 5073.641113
	Iteration 1F: 3 clusters Score -3537803 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3538264.750000 Penalty: 5073.641113
	Iteration 2Q: 3 clusters Score -3538265 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3538641.000000 Penalty: 5073.641113
	Iteration 3Q: 3 clusters Score -3538641 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3538992.750000 Penalty: 5073.641113
	Iteration 4Q: 3 clusters Score -3538993 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3539351.250000 Penalty: 5073.641113
	Iteration 5Q: 3 clusters Score -3539351 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3539771.750000 Penalty: 5073.641113
	Iteration 6Q: 3 clusters Score -3539772 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3540329.500000 Penalty: 5073.641113
	Iteration 7Q: 3 clusters Score -3540330 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3541143.750000 Penalty: 5073.641113
	Iteration 8F: 3 clusters Score -3541144 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3542256.250000 Penalty: 5073.641113
	Iteration 9F: 3 clusters Score -3542256 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3543623.750000 Penalty: 5073.641113
	Iteration 10F: 3 clusters Score -3543624 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3545193.250000 Penalty: 5073.641113
	Iteration 11F: 3 clusters Score -3545193 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3546567.000000 Penalty: 5073.641113
	Iteration 12F: 3 clusters Score -3546567 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3547544.250000 Penalty: 5073.641113
	Iteration 13Q: 3 clusters Score -3547544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3548020.750000 Penalty: 5073.641113
	Iteration 14Q: 3 clusters Score -3548021 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3548273.000000 Penalty: 5073.641113
	Iteration 15Q: 3 clusters Score -3548273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3548410.750000 Penalty: 5073.641113
	Iteration 16Q: 3 clusters Score -3548411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3548462.250000 Penalty: 5073.641113
	Iteration 17Q: 3 clusters Score -3548462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3548494.250000 Penalty: 5073.641113
	Iteration 18Q: 3 clusters Score -3548494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3548502.250000 Penalty: 5073.641113
	Iteration 19Q: 3 clusters Score -3548502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3548636.750000 Penalty: 5073.641113
	Iteration 20F: 3 clusters Score -3548637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3548908.500000 Penalty: 5073.641113
	Iteration 21Q: 3 clusters Score -3548908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3549094.750000 Penalty: 5073.641113
	Iteration 22Q: 3 clusters Score -3549095 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3549173.250000 Penalty: 5073.641113
	Iteration 23Q: 3 clusters Score -3549173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3549228.250000 Penalty: 5073.641113
	Iteration 24Q: 3 clusters Score -3549228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3549261.750000 Penalty: 5073.641113
	Iteration 25Q: 3 clusters Score -3549262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3549286.000000 Penalty: 5073.641113
	Iteration 26Q: 3 clusters Score -3549286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3549292.500000 Penalty: 5073.641113
	Iteration 27Q: 3 clusters Score -3549292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3549303.250000 Penalty: 5073.641113
	Iteration 28Q: 3 clusters Score -3549303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3549314.500000 Penalty: 5073.641113
	Iteration 29Q: 3 clusters Score -3549314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3549323.000000 Penalty: 5073.641113
	Iteration 30Q: 3 clusters Score -3549323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3549328.000000 Penalty: 5073.641113
	Iteration 31Q: 3 clusters Score -3549328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3549330.750000 Penalty: 5073.641113
	Iteration 32Q: 3 clusters Score -3549331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3549328.750000 Penalty: 5073.641113
	Iteration 33Q: 3 clusters Score -3549329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3549358.250000 Penalty: 5073.641113
	Iteration 34F: 3 clusters Score -3549358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3549380.750000 Penalty: 5073.641113
	Iteration 35Q: 3 clusters Score -3549381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3549396.500000 Penalty: 5073.641113
	Iteration 36Q: 3 clusters Score -3549396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3549407.500000 Penalty: 5073.641113
	Iteration 37Q: 3 clusters Score -3549408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3549410.500000 Penalty: 5073.641113
	Iteration 38Q: 3 clusters Score -3549410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3549413.000000 Penalty: 5073.641113
	Iteration 39Q: 3 clusters Score -3549413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3549412.000000 Penalty: 5073.641113
	Iteration 40F: 3 clusters Score -3549412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3549410.500000 Penalty: 5073.641113
	Iteration 41Q: 3 clusters Score -3549410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3549413.250000 Penalty: 5073.641113
	Iteration 42Q: 3 clusters Score -3549413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3549413.250000 Penalty: 5073.641113
	Iteration 43Q: 3 clusters Score -3549413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3549413.250000 Penalty: 5073.641113
	Iteration 44Q: 3 clusters Score -3549413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3549413.250000 Penalty: 5073.641113
	Iteration 45F: 3 clusters Score -3549413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112692.062500 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112692.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112987.132812 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112987.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113116.929688 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113116.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113239.804688 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113239.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113317.296875 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -113317.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113485.968750 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -113486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113929.046875 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -113929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114116.812500 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114116.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114262.546875 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114262.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114339.640625 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114395.054688 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114422.132812 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -114439.671875 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114463.320312 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114463.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114481.750000 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114504.351562 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114523.054688 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114539.796875 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114549.695312 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114553.398438 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114560.351562 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114572.585938 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -114572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114584.750000 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -114584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -114597.984375 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -114598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114610.062500 Penalty: 3412.160645
	Iteration 24Q: 3 clusters Score -114610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114617.304688 Penalty: 3412.160645
	Iteration 25Q: 3 clusters Score -114617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114624.578125 Penalty: 3412.160645
	Iteration 26Q: 3 clusters Score -114624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114624.578125 Penalty: 3412.160645
	Iteration 27F: 3 clusters Score -114624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25194 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 161956 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34085 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72204 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 45685 members 
Mstep: Class 15 contains 27280 members 
Mstep: Class 16 contains 168668 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166494 members 
Mstep: Class 21 contains 42840 members 
Mstep: Class 22 contains 203752 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135258832.000000 Penalty: 72127.992188
Splitting cluster 5 changes total score from -135260496.000000 to -135258832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Entering Unmasked Estep 
Score: -21599266.000000 Penalty: 2974.779785
	Iteration 0F: 2 clusters Score -2.159927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -21496640.000000 Penalty: 5949.559570
	Iteration 0F: 3 clusters Score -2.149664e+07 nChanged 77472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -21540680.000000 Penalty: 5949.559570
	Iteration 1F: 3 clusters Score -2.154068e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -21541608.000000 Penalty: 5949.559570
	Iteration 2Q: 3 clusters Score -2.154161e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -21542914.000000 Penalty: 5949.559570
	Iteration 3Q: 3 clusters Score -2.154291e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -21545138.000000 Penalty: 5949.559570
	Iteration 4Q: 3 clusters Score -2.154514e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -21549166.000000 Penalty: 5949.559570
	Iteration 5F: 3 clusters Score -2.154917e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -21556860.000000 Penalty: 5949.559570
	Iteration 6F: 3 clusters Score -2.155686e+07 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -21568814.000000 Penalty: 5949.559570
	Iteration 7F: 3 clusters Score -2.156881e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -21582524.000000 Penalty: 5949.559570
	Iteration 8F: 3 clusters Score -2.158252e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -21591360.000000 Penalty: 5949.559570
	Iteration 9F: 3 clusters Score -2.159136e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -21594962.000000 Penalty: 5949.559570
	Iteration 10Q: 3 clusters Score -2.159496e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -21595982.000000 Penalty: 5949.559570
	Iteration 11Q: 3 clusters Score -2.159598e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -21596358.000000 Penalty: 5949.559570
	Iteration 12Q: 3 clusters Score -2.159636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161592 members 
Entering Unmasked Estep 
Score: -21596500.000000 Penalty: 5949.559570
	Iteration 13Q: 3 clusters Score -2.15965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -21596564.000000 Penalty: 5949.559570
	Iteration 14Q: 3 clusters Score -2.159656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 161658 members 
Entering Unmasked Estep 
Score: -21596612.000000 Penalty: 5949.559570
	Iteration 15Q: 3 clusters Score -2.159661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -21596626.000000 Penalty: 5949.559570
	Iteration 16Q: 3 clusters Score -2.159663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161676 members 
Entering Unmasked Estep 
Score: -21596656.000000 Penalty: 5949.559570
	Iteration 17Q: 3 clusters Score -2.159666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -21596664.000000 Penalty: 5949.559570
	Iteration 18Q: 3 clusters Score -2.159666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 161682 members 
Entering Unmasked Estep 
Score: -21596682.000000 Penalty: 5949.559570
	Iteration 19Q: 3 clusters Score -2.159668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -21596696.000000 Penalty: 5949.559570
	Iteration 20F: 3 clusters Score -2.15967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -21596694.000000 Penalty: 5949.559570
	Iteration 21Q: 3 clusters Score -2.159669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -21596688.000000 Penalty: 5949.559570
	Iteration 22Q: 3 clusters Score -2.159669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 161688 members 
Entering Unmasked Estep 
Score: -21596688.000000 Penalty: 5949.559570
	Iteration 23F: 3 clusters Score -2.159669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -190903.125000 Penalty: 1807.145264
	Iteration 0F: 2 clusters Score -190903.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -188642.328125 Penalty: 3614.290527
	Iteration 0F: 3 clusters Score -188642.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188957.109375 Penalty: 3614.290527
	Iteration 1F: 3 clusters Score -188957.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -189057.046875 Penalty: 3614.290527
	Iteration 2F: 3 clusters Score -189057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189107.281250 Penalty: 3614.290527
	Iteration 3Q: 3 clusters Score -189107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189136.218750 Penalty: 3614.290527
	Iteration 4Q: 3 clusters Score -189136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189164.421875 Penalty: 3614.290527
	Iteration 5Q: 3 clusters Score -189164.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189181.359375 Penalty: 3614.290527
	Iteration 6Q: 3 clusters Score -189181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189189.484375 Penalty: 3614.290527
	Iteration 7Q: 3 clusters Score -189189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189193.562500 Penalty: 3614.290527
	Iteration 8Q: 3 clusters Score -189193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189198.140625 Penalty: 3614.290527
	Iteration 9Q: 3 clusters Score -189198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -189200.328125 Penalty: 3614.290527
	Iteration 10Q: 3 clusters Score -189200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -189201.796875 Penalty: 3614.290527
	Iteration 11Q: 3 clusters Score -189201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189202.109375 Penalty: 3614.290527
	Iteration 12Q: 3 clusters Score -189202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189202.796875 Penalty: 3614.290527
	Iteration 13Q: 3 clusters Score -189202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -189202.796875 Penalty: 3614.290527
	Iteration 14F: 3 clusters Score -189202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Entering Unmasked Estep 
Score: -4482698.000000 Penalty: 2588.280029
	Iteration 0F: 2 clusters Score -4482698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4459353.000000 Penalty: 5176.560059
	Iteration 0F: 3 clusters Score -4459353 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4467613.000000 Penalty: 5176.560059
	Iteration 1F: 3 clusters Score -4467613 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4468013.000000 Penalty: 5176.560059
	Iteration 2Q: 3 clusters Score -4468013 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4468335.000000 Penalty: 5176.560059
	Iteration 3Q: 3 clusters Score -4468335 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4468591.500000 Penalty: 5176.560059
	Iteration 4Q: 3 clusters Score -4468592 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4468821.000000 Penalty: 5176.560059
	Iteration 5Q: 3 clusters Score -4468821 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4469074.000000 Penalty: 5176.560059
	Iteration 6Q: 3 clusters Score -4469074 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4469355.000000 Penalty: 5176.560059
	Iteration 7Q: 3 clusters Score -4469355 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4469744.000000 Penalty: 5176.560059
	Iteration 8Q: 3 clusters Score -4469744 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4470357.000000 Penalty: 5176.560059
	Iteration 9Q: 3 clusters Score -4470357 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4471367.500000 Penalty: 5176.560059
	Iteration 10F: 3 clusters Score -4471368 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4472986.500000 Penalty: 5176.560059
	Iteration 11F: 3 clusters Score -4472986 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4475211.000000 Penalty: 5176.560059
	Iteration 12F: 3 clusters Score -4475211 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4477497.000000 Penalty: 5176.560059
	Iteration 13F: 3 clusters Score -4477497 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4479171.000000 Penalty: 5176.560059
	Iteration 14Q: 3 clusters Score -4479171 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4479867.000000 Penalty: 5176.560059
	Iteration 15Q: 3 clusters Score -4479867 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4480121.000000 Penalty: 5176.560059
	Iteration 16Q: 3 clusters Score -4480121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4480258.500000 Penalty: 5176.560059
	Iteration 17Q: 3 clusters Score -4480258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4480311.000000 Penalty: 5176.560059
	Iteration 18Q: 3 clusters Score -4480311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4480350.000000 Penalty: 5176.560059
	Iteration 19Q: 3 clusters Score -4480350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4480368.000000 Penalty: 5176.560059
	Iteration 20F: 3 clusters Score -4480368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4480374.500000 Penalty: 5176.560059
	Iteration 21Q: 3 clusters Score -4480374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4480374.500000 Penalty: 5176.560059
	Iteration 22F: 3 clusters Score -4480374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -127509.835938 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -127509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125515.914062 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -125515.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125911.453125 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -125911.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -126157.382812 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -126157.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126326.867188 Penalty: 3458.412598
	Iteration 3F: 3 clusters Score -126326.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126514.492188 Penalty: 3458.412598
	Iteration 4F: 3 clusters Score -126514.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126736.476562 Penalty: 3458.412598
	Iteration 5F: 3 clusters Score -126736.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126979.781250 Penalty: 3458.412598
	Iteration 6F: 3 clusters Score -126979.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -127271.609375 Penalty: 3458.412598
	Iteration 7F: 3 clusters Score -127271.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -127573.289062 Penalty: 3458.412598
	Iteration 8F: 3 clusters Score -127573.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -127801.960938 Penalty: 3458.412598
	Iteration 9F: 3 clusters Score -127802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -127898.734375 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -127898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127957.656250 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -127957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -127987.742188 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -127987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -127992.617188 Penalty: 3458.412598
	Iteration 13Q: 3 clusters Score -127992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127995.656250 Penalty: 3458.412598
	Iteration 14Q: 3 clusters Score -127995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127995.656250 Penalty: 3458.412598
	Iteration 15F: 3 clusters Score -127995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25194 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161956 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34085 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 264 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72204 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 45685 members 
Mstep: Class 15 contains 27280 members 
Mstep: Class 16 contains 168668 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166494 members 
Mstep: Class 21 contains 42840 members 
Mstep: Class 22 contains 203752 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -135259184.000000 Penalty: 72127.992188
Splitting cluster 9 changes total score from -135260496.000000 to -135259184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -357709.406250 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -357709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -354503.218750 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -354503.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -355201.937500 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -355201.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -355405.437500 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -355405.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -355552.468750 Penalty: 3956.901855
	Iteration 3F: 3 clusters Score -355552.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -355665.218750 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -355665.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -355744.812500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -355744.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -355845.156250 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -355845.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -355951.218750 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -355951.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -356076.437500 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -356076.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -356210.187500 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -356210.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -356329.718750 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -356329.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -356408.875000 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -356408.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -356471.437500 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -356471.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -356520.156250 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -356520.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -356549.843750 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -356549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -356576.250000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -356576.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -356599.687500 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -356599.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -356613.000000 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -356613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -356625.625000 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -356625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -356633.687500 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -356633.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356650.218750 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -356650.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -356665.375000 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -356665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -356672.843750 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -356672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -356683.531250 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -356683.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -356698.843750 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -356698.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -356720.562500 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -356720.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -356746.062500 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -356746.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -356764.343750 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -356764.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -356784.468750 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -356784.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -356828.687500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -356828.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -356852.500000 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -356852.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -356874.718750 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -356874.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -356889.750000 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -356889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -356907.750000 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -356907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -356915.156250 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -356915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -356925.937500 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -356925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -356932.125000 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -356932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -356936.718750 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -356936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -356939.593750 Penalty: 3956.901855
	Iteration 38Q: 3 clusters Score -356939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -356943.750000 Penalty: 3956.901855
	Iteration 39Q: 3 clusters Score -356943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -356949.218750 Penalty: 3956.901855
	Iteration 40F: 3 clusters Score -356949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -356954.093750 Penalty: 3956.901855
	Iteration 41Q: 3 clusters Score -356954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -356956.281250 Penalty: 3956.901855
	Iteration 42Q: 3 clusters Score -356956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -356958.250000 Penalty: 3956.901855
	Iteration 43Q: 3 clusters Score -356958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -356960.468750 Penalty: 3956.901855
	Iteration 44Q: 3 clusters Score -356960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -356962.812500 Penalty: 3956.901855
	Iteration 45Q: 3 clusters Score -356962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -356964.500000 Penalty: 3956.901855
	Iteration 46Q: 3 clusters Score -356964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -356966.593750 Penalty: 3956.901855
	Iteration 47Q: 3 clusters Score -356966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -356968.000000 Penalty: 3956.901855
	Iteration 48Q: 3 clusters Score -356968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -356969.875000 Penalty: 3956.901855
	Iteration 49Q: 3 clusters Score -356969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -356971.906250 Penalty: 3956.901855
	Iteration 50Q: 3 clusters Score -356971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -356972.968750 Penalty: 3956.901855
	Iteration 51Q: 3 clusters Score -356973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -356972.968750 Penalty: 3956.901855
	Iteration 52F: 3 clusters Score -356973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Entering Unmasked Estep 
Score: -9677558.000000 Penalty: 2774.438232
	Iteration 0F: 2 clusters Score -9677558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -9629389.000000 Penalty: 5548.876465
	Iteration 0F: 3 clusters Score -9629389 nChanged 33687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -9649086.000000 Penalty: 5548.876465
	Iteration 1F: 3 clusters Score -9649086 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -9650693.000000 Penalty: 5548.876465
	Iteration 2F: 3 clusters Score -9650693 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -9653201.000000 Penalty: 5548.876465
	Iteration 3F: 3 clusters Score -9653201 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9656917.000000 Penalty: 5548.876465
	Iteration 4F: 3 clusters Score -9656917 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -9662176.000000 Penalty: 5548.876465
	Iteration 5F: 3 clusters Score -9662176 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -9667612.000000 Penalty: 5548.876465
	Iteration 6F: 3 clusters Score -9667612 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -9670864.000000 Penalty: 5548.876465
	Iteration 7F: 3 clusters Score -9670864 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -9672262.000000 Penalty: 5548.876465
	Iteration 8Q: 3 clusters Score -9672262 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -9672855.000000 Penalty: 5548.876465
	Iteration 9Q: 3 clusters Score -9672855 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -9673249.000000 Penalty: 5548.876465
	Iteration 10Q: 3 clusters Score -9673249 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -9673486.000000 Penalty: 5548.876465
	Iteration 11Q: 3 clusters Score -9673486 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -9673652.000000 Penalty: 5548.876465
	Iteration 12Q: 3 clusters Score -9673652 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -9673835.000000 Penalty: 5548.876465
	Iteration 13Q: 3 clusters Score -9673835 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -9673991.000000 Penalty: 5548.876465
	Iteration 14Q: 3 clusters Score -9673991 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -9674113.000000 Penalty: 5548.876465
	Iteration 15Q: 3 clusters Score -9674113 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -9674251.000000 Penalty: 5548.876465
	Iteration 16Q: 3 clusters Score -9674251 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -9674343.000000 Penalty: 5548.876465
	Iteration 17Q: 3 clusters Score -9674343 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9674502.000000 Penalty: 5548.876465
	Iteration 18Q: 3 clusters Score -9674502 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9674581.000000 Penalty: 5548.876465
	Iteration 19Q: 3 clusters Score -9674581 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -9674641.000000 Penalty: 5548.876465
	Iteration 20F: 3 clusters Score -9674641 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -9674664.000000 Penalty: 5548.876465
	Iteration 21Q: 3 clusters Score -9674664 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -9674744.000000 Penalty: 5548.876465
	Iteration 22Q: 3 clusters Score -9674744 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -9674800.000000 Penalty: 5548.876465
	Iteration 23Q: 3 clusters Score -9674800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -9674841.000000 Penalty: 5548.876465
	Iteration 24Q: 3 clusters Score -9674841 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9674861.000000 Penalty: 5548.876465
	Iteration 25Q: 3 clusters Score -9674861 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -9674915.000000 Penalty: 5548.876465
	Iteration 26Q: 3 clusters Score -9674915 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -9674937.000000 Penalty: 5548.876465
	Iteration 27Q: 3 clusters Score -9674937 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -9675001.000000 Penalty: 5548.876465
	Iteration 28Q: 3 clusters Score -9675001 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -9675035.000000 Penalty: 5548.876465
	Iteration 29Q: 3 clusters Score -9675035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -9675070.000000 Penalty: 5548.876465
	Iteration 30Q: 3 clusters Score -9675070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -9675109.000000 Penalty: 5548.876465
	Iteration 31Q: 3 clusters Score -9675109 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -9675133.000000 Penalty: 5548.876465
	Iteration 32Q: 3 clusters Score -9675133 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -9675190.000000 Penalty: 5548.876465
	Iteration 33Q: 3 clusters Score -9675190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -9675198.000000 Penalty: 5548.876465
	Iteration 34Q: 3 clusters Score -9675198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -9675229.000000 Penalty: 5548.876465
	Iteration 35Q: 3 clusters Score -9675229 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -9675255.000000 Penalty: 5548.876465
	Iteration 36Q: 3 clusters Score -9675255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -9675260.000000 Penalty: 5548.876465
	Iteration 37Q: 3 clusters Score -9675260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -9675272.000000 Penalty: 5548.876465
	Iteration 38Q: 3 clusters Score -9675272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -9675283.000000 Penalty: 5548.876465
	Iteration 39Q: 3 clusters Score -9675283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -9675293.000000 Penalty: 5548.876465
	Iteration 40F: 3 clusters Score -9675293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -9675315.000000 Penalty: 5548.876465
	Iteration 41Q: 3 clusters Score -9675315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -9675320.000000 Penalty: 5548.876465
	Iteration 42Q: 3 clusters Score -9675320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -9675324.000000 Penalty: 5548.876465
	Iteration 43Q: 3 clusters Score -9675324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -9675328.000000 Penalty: 5548.876465
	Iteration 44Q: 3 clusters Score -9675328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9675320.000000 Penalty: 5548.876465
	Iteration 45Q: 3 clusters Score -9675320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -9675338.000000 Penalty: 5548.876465
	Iteration 46Q: 3 clusters Score -9675338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9675346.000000 Penalty: 5548.876465
	Iteration 47Q: 3 clusters Score -9675346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -9675347.000000 Penalty: 5548.876465
	Iteration 48Q: 3 clusters Score -9675347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -9675347.000000 Penalty: 5548.876465
	Iteration 49Q: 3 clusters Score -9675347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -9675360.000000 Penalty: 5548.876465
	Iteration 50Q: 3 clusters Score -9675360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9675372.000000 Penalty: 5548.876465
	Iteration 51Q: 3 clusters Score -9675372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -9675361.000000 Penalty: 5548.876465
	Iteration 52Q: 3 clusters Score -9675361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9675366.000000 Penalty: 5548.876465
	Iteration 53Q: 3 clusters Score -9675366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -9675371.000000 Penalty: 5548.876465
	Iteration 54Q: 3 clusters Score -9675371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -9675356.000000 Penalty: 5548.876465
	Iteration 55Q: 3 clusters Score -9675356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -9675368.000000 Penalty: 5548.876465
	Iteration 56Q: 3 clusters Score -9675368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -9675357.000000 Penalty: 5548.876465
	Iteration 57Q: 3 clusters Score -9675357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -9675368.000000 Penalty: 5548.876465
	Iteration 58Q: 3 clusters Score -9675368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -9675369.000000 Penalty: 5548.876465
	Iteration 59Q: 3 clusters Score -9675369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -9675357.000000 Penalty: 5548.876465
	Iteration 60F: 3 clusters Score -9675357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -9675365.000000 Penalty: 5548.876465
	Iteration 61Q: 3 clusters Score -9675365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -9675363.000000 Penalty: 5548.876465
	Iteration 62Q: 3 clusters Score -9675363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -9675371.000000 Penalty: 5548.876465
	Iteration 63Q: 3 clusters Score -9675371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -9675381.000000 Penalty: 5548.876465
	Iteration 64Q: 3 clusters Score -9675381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9675381.000000 Penalty: 5548.876465
	Iteration 65Q: 3 clusters Score -9675381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -9675375.000000 Penalty: 5548.876465
	Iteration 66Q: 3 clusters Score -9675375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -9675373.000000 Penalty: 5548.876465
	Iteration 67Q: 3 clusters Score -9675373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9675379.000000 Penalty: 5548.876465
	Iteration 68Q: 3 clusters Score -9675379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -9675383.000000 Penalty: 5548.876465
	Iteration 69Q: 3 clusters Score -9675383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -9675376.000000 Penalty: 5548.876465
	Iteration 70Q: 3 clusters Score -9675376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9675381.000000 Penalty: 5548.876465
	Iteration 71Q: 3 clusters Score -9675381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9675381.000000 Penalty: 5548.876465
	Iteration 72F: 3 clusters Score -9675381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Entering Unmasked Estep 
Score: -6601535.000000 Penalty: 2678.684082
	Iteration 0F: 2 clusters Score -6601535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6568439.500000 Penalty: 5357.368164
	Iteration 0F: 3 clusters Score -6568440 nChanged 22612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6580823.500000 Penalty: 5357.368164
	Iteration 1F: 3 clusters Score -6580824 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6581475.500000 Penalty: 5357.368164
	Iteration 2Q: 3 clusters Score -6581476 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -6582197.500000 Penalty: 5357.368164
	Iteration 3Q: 3 clusters Score -6582198 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -6583070.500000 Penalty: 5357.368164
	Iteration 4Q: 3 clusters Score -6583070 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -6584347.500000 Penalty: 5357.368164
	Iteration 5F: 3 clusters Score -6584348 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -6586287.500000 Penalty: 5357.368164
	Iteration 6F: 3 clusters Score -6586288 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6588924.000000 Penalty: 5357.368164
	Iteration 7F: 3 clusters Score -6588924 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -6592219.000000 Penalty: 5357.368164
	Iteration 8F: 3 clusters Score -6592219 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6595280.500000 Penalty: 5357.368164
	Iteration 9F: 3 clusters Score -6595280 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6597363.500000 Penalty: 5357.368164
	Iteration 10Q: 3 clusters Score -6597364 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6598430.500000 Penalty: 5357.368164
	Iteration 11Q: 3 clusters Score -6598430 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6598838.000000 Penalty: 5357.368164
	Iteration 12Q: 3 clusters Score -6598838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6599003.500000 Penalty: 5357.368164
	Iteration 13Q: 3 clusters Score -6599004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6599093.000000 Penalty: 5357.368164
	Iteration 14Q: 3 clusters Score -6599093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6599157.000000 Penalty: 5357.368164
	Iteration 15Q: 3 clusters Score -6599157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6599181.000000 Penalty: 5357.368164
	Iteration 16Q: 3 clusters Score -6599181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6599199.500000 Penalty: 5357.368164
	Iteration 17Q: 3 clusters Score -6599200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6599210.000000 Penalty: 5357.368164
	Iteration 18Q: 3 clusters Score -6599210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6599227.500000 Penalty: 5357.368164
	Iteration 19Q: 3 clusters Score -6599228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6599240.500000 Penalty: 5357.368164
	Iteration 20F: 3 clusters Score -6599240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6599245.500000 Penalty: 5357.368164
	Iteration 21Q: 3 clusters Score -6599246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6599247.500000 Penalty: 5357.368164
	Iteration 22Q: 3 clusters Score -6599248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6599249.500000 Penalty: 5357.368164
	Iteration 23Q: 3 clusters Score -6599250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6599249.500000 Penalty: 5357.368164
	Iteration 24Q: 3 clusters Score -6599250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6599249.500000 Penalty: 5357.368164
	Iteration 25F: 3 clusters Score -6599250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Entering Unmasked Estep 
Score: -6149697.500000 Penalty: 2660.922363
	Iteration 0F: 2 clusters Score -6149698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -6118762.500000 Penalty: 5321.844727
	Iteration 0F: 3 clusters Score -6118762 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -6130346.500000 Penalty: 5321.844727
	Iteration 1F: 3 clusters Score -6130346 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -6130784.000000 Penalty: 5321.844727
	Iteration 2Q: 3 clusters Score -6130784 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6131171.500000 Penalty: 5321.844727
	Iteration 3Q: 3 clusters Score -6131172 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6131624.500000 Penalty: 5321.844727
	Iteration 4Q: 3 clusters Score -6131624 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6132048.500000 Penalty: 5321.844727
	Iteration 5Q: 3 clusters Score -6132048 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -6132675.000000 Penalty: 5321.844727
	Iteration 6Q: 3 clusters Score -6132675 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6133459.500000 Penalty: 5321.844727
	Iteration 7Q: 3 clusters Score -6133460 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6134649.000000 Penalty: 5321.844727
	Iteration 8Q: 3 clusters Score -6134649 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -6136266.000000 Penalty: 5321.844727
	Iteration 9F: 3 clusters Score -6136266 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -6138322.000000 Penalty: 5321.844727
	Iteration 10F: 3 clusters Score -6138322 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -6140576.000000 Penalty: 5321.844727
	Iteration 11F: 3 clusters Score -6140576 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -6142567.500000 Penalty: 5321.844727
	Iteration 12F: 3 clusters Score -6142568 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6144260.000000 Penalty: 5321.844727
	Iteration 13Q: 3 clusters Score -6144260 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6145382.000000 Penalty: 5321.844727
	Iteration 14Q: 3 clusters Score -6145382 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6146114.000000 Penalty: 5321.844727
	Iteration 15Q: 3 clusters Score -6146114 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6146549.000000 Penalty: 5321.844727
	Iteration 16Q: 3 clusters Score -6146549 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6146811.000000 Penalty: 5321.844727
	Iteration 17Q: 3 clusters Score -6146811 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6147008.500000 Penalty: 5321.844727
	Iteration 18Q: 3 clusters Score -6147008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6147132.500000 Penalty: 5321.844727
	Iteration 19Q: 3 clusters Score -6147132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6147234.000000 Penalty: 5321.844727
	Iteration 20F: 3 clusters Score -6147234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6147288.000000 Penalty: 5321.844727
	Iteration 21Q: 3 clusters Score -6147288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6147326.500000 Penalty: 5321.844727
	Iteration 22Q: 3 clusters Score -6147326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6147348.000000 Penalty: 5321.844727
	Iteration 23Q: 3 clusters Score -6147348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6147360.000000 Penalty: 5321.844727
	Iteration 24Q: 3 clusters Score -6147360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6147369.000000 Penalty: 5321.844727
	Iteration 25Q: 3 clusters Score -6147369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6147379.500000 Penalty: 5321.844727
	Iteration 26Q: 3 clusters Score -6147380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6147391.500000 Penalty: 5321.844727
	Iteration 27Q: 3 clusters Score -6147392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6147395.500000 Penalty: 5321.844727
	Iteration 28Q: 3 clusters Score -6147396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6147409.500000 Penalty: 5321.844727
	Iteration 29Q: 3 clusters Score -6147410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6147423.000000 Penalty: 5321.844727
	Iteration 30Q: 3 clusters Score -6147423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6147424.000000 Penalty: 5321.844727
	Iteration 31Q: 3 clusters Score -6147424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6147431.500000 Penalty: 5321.844727
	Iteration 32Q: 3 clusters Score -6147432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6147440.000000 Penalty: 5321.844727
	Iteration 33Q: 3 clusters Score -6147440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6147449.500000 Penalty: 5321.844727
	Iteration 34Q: 3 clusters Score -6147450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6147451.500000 Penalty: 5321.844727
	Iteration 35Q: 3 clusters Score -6147452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6147460.000000 Penalty: 5321.844727
	Iteration 36Q: 3 clusters Score -6147460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6147473.500000 Penalty: 5321.844727
	Iteration 37Q: 3 clusters Score -6147474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6147474.500000 Penalty: 5321.844727
	Iteration 38Q: 3 clusters Score -6147474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6147473.000000 Penalty: 5321.844727
	Iteration 39Q: 3 clusters Score -6147473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6147481.000000 Penalty: 5321.844727
	Iteration 40F: 3 clusters Score -6147481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6147480.500000 Penalty: 5321.844727
	Iteration 41Q: 3 clusters Score -6147480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6147480.500000 Penalty: 5321.844727
	Iteration 42F: 3 clusters Score -6147480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Entering Unmasked Estep 
Score: -3676251.250000 Penalty: 2533.049561
	Iteration 0F: 2 clusters Score -3676251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3657346.250000 Penalty: 5066.099121
	Iteration 0F: 3 clusters Score -3657346 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3664009.750000 Penalty: 5066.099121
	Iteration 1F: 3 clusters Score -3664010 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3664447.500000 Penalty: 5066.099121
	Iteration 2Q: 3 clusters Score -3664448 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -3664802.000000 Penalty: 5066.099121
	Iteration 3Q: 3 clusters Score -3664802 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3665109.250000 Penalty: 5066.099121
	Iteration 4Q: 3 clusters Score -3665109 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3665372.500000 Penalty: 5066.099121
	Iteration 5Q: 3 clusters Score -3665372 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3665656.000000 Penalty: 5066.099121
	Iteration 6Q: 3 clusters Score -3665656 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3665956.250000 Penalty: 5066.099121
	Iteration 7Q: 3 clusters Score -3665956 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3666330.250000 Penalty: 5066.099121
	Iteration 8Q: 3 clusters Score -3666330 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3666875.000000 Penalty: 5066.099121
	Iteration 9Q: 3 clusters Score -3666875 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3667590.250000 Penalty: 5066.099121
	Iteration 10Q: 3 clusters Score -3667590 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3668598.000000 Penalty: 5066.099121
	Iteration 11F: 3 clusters Score -3668598 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3669890.750000 Penalty: 5066.099121
	Iteration 12F: 3 clusters Score -3669891 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3671309.500000 Penalty: 5066.099121
	Iteration 13F: 3 clusters Score -3671310 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3672494.000000 Penalty: 5066.099121
	Iteration 14Q: 3 clusters Score -3672494 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3673228.000000 Penalty: 5066.099121
	Iteration 15Q: 3 clusters Score -3673228 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3673654.000000 Penalty: 5066.099121
	Iteration 16Q: 3 clusters Score -3673654 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3673821.750000 Penalty: 5066.099121
	Iteration 17Q: 3 clusters Score -3673822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3673893.250000 Penalty: 5066.099121
	Iteration 18Q: 3 clusters Score -3673893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3673935.750000 Penalty: 5066.099121
	Iteration 19Q: 3 clusters Score -3673936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3673966.500000 Penalty: 5066.099121
	Iteration 20F: 3 clusters Score -3673966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3673981.500000 Penalty: 5066.099121
	Iteration 21Q: 3 clusters Score -3673982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3674010.750000 Penalty: 5066.099121
	Iteration 22Q: 3 clusters Score -3674011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3674039.000000 Penalty: 5066.099121
	Iteration 23Q: 3 clusters Score -3674039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3674057.000000 Penalty: 5066.099121
	Iteration 24Q: 3 clusters Score -3674057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3674064.750000 Penalty: 5066.099121
	Iteration 25Q: 3 clusters Score -3674065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3674068.250000 Penalty: 5066.099121
	Iteration 26Q: 3 clusters Score -3674068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3674074.500000 Penalty: 5066.099121
	Iteration 27Q: 3 clusters Score -3674074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3674083.250000 Penalty: 5066.099121
	Iteration 28Q: 3 clusters Score -3674083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3674082.250000 Penalty: 5066.099121
	Iteration 29Q: 3 clusters Score -3674082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3674079.500000 Penalty: 5066.099121
	Iteration 30Q: 3 clusters Score -3674080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3674082.500000 Penalty: 5066.099121
	Iteration 31Q: 3 clusters Score -3674082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3674082.500000 Penalty: 5066.099121
	Iteration 32F: 3 clusters Score -3674082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Entering Unmasked Estep 
Score: -22420864.000000 Penalty: 2984.850586
	Iteration 0F: 2 clusters Score -2.242086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -22310378.000000 Penalty: 5969.701172
	Iteration 0F: 3 clusters Score -2.231038e+07 nChanged 81134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -22357166.000000 Penalty: 5969.701172
	Iteration 1F: 3 clusters Score -2.235717e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -22358076.000000 Penalty: 5969.701172
	Iteration 2Q: 3 clusters Score -2.235808e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -22358992.000000 Penalty: 5969.701172
	Iteration 3Q: 3 clusters Score -2.235899e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -22360002.000000 Penalty: 5969.701172
	Iteration 4Q: 3 clusters Score -2.236e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -22361416.000000 Penalty: 5969.701172
	Iteration 5Q: 3 clusters Score -2.236142e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -22363602.000000 Penalty: 5969.701172
	Iteration 6Q: 3 clusters Score -2.23636e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -22367394.000000 Penalty: 5969.701172
	Iteration 7Q: 3 clusters Score -2.236739e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -22373350.000000 Penalty: 5969.701172
	Iteration 8F: 3 clusters Score -2.237335e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -22381648.000000 Penalty: 5969.701172
	Iteration 9F: 3 clusters Score -2.238165e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -22389866.000000 Penalty: 5969.701172
	Iteration 10F: 3 clusters Score -2.238987e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135366 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -22396542.000000 Penalty: 5969.701172
	Iteration 11F: 3 clusters Score -2.239654e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140465 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -22401186.000000 Penalty: 5969.701172
	Iteration 12Q: 3 clusters Score -2.240119e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -22404046.000000 Penalty: 5969.701172
	Iteration 13Q: 3 clusters Score -2.240405e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -22406062.000000 Penalty: 5969.701172
	Iteration 14Q: 3 clusters Score -2.240606e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -22407688.000000 Penalty: 5969.701172
	Iteration 15Q: 3 clusters Score -2.240769e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -22409260.000000 Penalty: 5969.701172
	Iteration 16Q: 3 clusters Score -2.240926e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -22410878.000000 Penalty: 5969.701172
	Iteration 17Q: 3 clusters Score -2.241088e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -22412074.000000 Penalty: 5969.701172
	Iteration 18Q: 3 clusters Score -2.241207e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -22413212.000000 Penalty: 5969.701172
	Iteration 19Q: 3 clusters Score -2.241321e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161280 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -22414182.000000 Penalty: 5969.701172
	Iteration 20F: 3 clusters Score -2.241418e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162706 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -22414958.000000 Penalty: 5969.701172
	Iteration 21Q: 3 clusters Score -2.241496e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22415696.000000 Penalty: 5969.701172
	Iteration 22Q: 3 clusters Score -2.24157e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22416168.000000 Penalty: 5969.701172
	Iteration 23Q: 3 clusters Score -2.241617e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -22416626.000000 Penalty: 5969.701172
	Iteration 24Q: 3 clusters Score -2.241663e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166041 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22416970.000000 Penalty: 5969.701172
	Iteration 25Q: 3 clusters Score -2.241697e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22417280.000000 Penalty: 5969.701172
	Iteration 26Q: 3 clusters Score -2.241728e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22417558.000000 Penalty: 5969.701172
	Iteration 27Q: 3 clusters Score -2.241756e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22417652.000000 Penalty: 5969.701172
	Iteration 28Q: 3 clusters Score -2.241765e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22417862.000000 Penalty: 5969.701172
	Iteration 29Q: 3 clusters Score -2.241786e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22417964.000000 Penalty: 5969.701172
	Iteration 30Q: 3 clusters Score -2.241796e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167524 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -22418012.000000 Penalty: 5969.701172
	Iteration 31Q: 3 clusters Score -2.241801e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167597 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22418030.000000 Penalty: 5969.701172
	Iteration 32Q: 3 clusters Score -2.241803e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -22418074.000000 Penalty: 5969.701172
	Iteration 33Q: 3 clusters Score -2.241807e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22418148.000000 Penalty: 5969.701172
	Iteration 34Q: 3 clusters Score -2.241815e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22418164.000000 Penalty: 5969.701172
	Iteration 35Q: 3 clusters Score -2.241816e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22418188.000000 Penalty: 5969.701172
	Iteration 36Q: 3 clusters Score -2.241819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22418204.000000 Penalty: 5969.701172
	Iteration 37Q: 3 clusters Score -2.24182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22418202.000000 Penalty: 5969.701172
	Iteration 38Q: 3 clusters Score -2.24182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167839 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22418210.000000 Penalty: 5969.701172
	Iteration 39Q: 3 clusters Score -2.241821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22418238.000000 Penalty: 5969.701172
	Iteration 40F: 3 clusters Score -2.241824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22418254.000000 Penalty: 5969.701172
	Iteration 41Q: 3 clusters Score -2.241825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167890 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22418274.000000 Penalty: 5969.701172
	Iteration 42Q: 3 clusters Score -2.241827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22418278.000000 Penalty: 5969.701172
	Iteration 43Q: 3 clusters Score -2.241828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -22418284.000000 Penalty: 5969.701172
	Iteration 44Q: 3 clusters Score -2.241828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22418308.000000 Penalty: 5969.701172
	Iteration 45Q: 3 clusters Score -2.241831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22418320.000000 Penalty: 5969.701172
	Iteration 46Q: 3 clusters Score -2.241832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22418314.000000 Penalty: 5969.701172
	Iteration 47Q: 3 clusters Score -2.241831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22418348.000000 Penalty: 5969.701172
	Iteration 48Q: 3 clusters Score -2.241835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -22418336.000000 Penalty: 5969.701172
	Iteration 49Q: 3 clusters Score -2.241834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22418334.000000 Penalty: 5969.701172
	Iteration 50Q: 3 clusters Score -2.241833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22418318.000000 Penalty: 5969.701172
	Iteration 51Q: 3 clusters Score -2.241832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22418328.000000 Penalty: 5969.701172
	Iteration 52Q: 3 clusters Score -2.241833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22418328.000000 Penalty: 5969.701172
	Iteration 53F: 3 clusters Score -2.241833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14303.641602 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14303.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14308.212891 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14308.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14308.212891 Penalty: 2481.957275
	Iteration 2F: 3 clusters Score -14308.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Entering Unmasked Estep 
Score: -22224590.000000 Penalty: 2981.633301
	Iteration 0F: 2 clusters Score -2.222459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -22120996.000000 Penalty: 5963.266602
	Iteration 0F: 3 clusters Score -2.2121e+07 nChanged 79831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -22167504.000000 Penalty: 5963.266602
	Iteration 1F: 3 clusters Score -2.21675e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -22168382.000000 Penalty: 5963.266602
	Iteration 2Q: 3 clusters Score -2.216838e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -22169138.000000 Penalty: 5963.266602
	Iteration 3Q: 3 clusters Score -2.216914e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -22170510.000000 Penalty: 5963.266602
	Iteration 4Q: 3 clusters Score -2.217051e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -22172696.000000 Penalty: 5963.266602
	Iteration 5Q: 3 clusters Score -2.21727e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -22175850.000000 Penalty: 5963.266602
	Iteration 6Q: 3 clusters Score -2.217585e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -22180978.000000 Penalty: 5963.266602
	Iteration 7F: 3 clusters Score -2.218098e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -22189050.000000 Penalty: 5963.266602
	Iteration 8F: 3 clusters Score -2.218905e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -22197836.000000 Penalty: 5963.266602
	Iteration 9F: 3 clusters Score -2.219784e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144510 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -22206462.000000 Penalty: 5963.266602
	Iteration 10F: 3 clusters Score -2.220646e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151890 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -22212468.000000 Penalty: 5963.266602
	Iteration 11Q: 3 clusters Score -2.221247e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -22216508.000000 Penalty: 5963.266602
	Iteration 12Q: 3 clusters Score -2.221651e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22218958.000000 Penalty: 5963.266602
	Iteration 13Q: 3 clusters Score -2.221896e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -22220136.000000 Penalty: 5963.266602
	Iteration 14Q: 3 clusters Score -2.222014e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -22220748.000000 Penalty: 5963.266602
	Iteration 15Q: 3 clusters Score -2.222075e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -22221222.000000 Penalty: 5963.266602
	Iteration 16Q: 3 clusters Score -2.222122e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161632 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -22221478.000000 Penalty: 5963.266602
	Iteration 17Q: 3 clusters Score -2.222148e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -22221640.000000 Penalty: 5963.266602
	Iteration 18Q: 3 clusters Score -2.222164e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -22221714.000000 Penalty: 5963.266602
	Iteration 19Q: 3 clusters Score -2.222171e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -22221746.000000 Penalty: 5963.266602
	Iteration 20F: 3 clusters Score -2.222175e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22221838.000000 Penalty: 5963.266602
	Iteration 21Q: 3 clusters Score -2.222184e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162606 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -22221908.000000 Penalty: 5963.266602
	Iteration 22Q: 3 clusters Score -2.222191e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162730 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -22221944.000000 Penalty: 5963.266602
	Iteration 23Q: 3 clusters Score -2.222194e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22221958.000000 Penalty: 5963.266602
	Iteration 24Q: 3 clusters Score -2.222196e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -22221998.000000 Penalty: 5963.266602
	Iteration 25Q: 3 clusters Score -2.2222e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22222004.000000 Penalty: 5963.266602
	Iteration 26Q: 3 clusters Score -2.2222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163097 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22222038.000000 Penalty: 5963.266602
	Iteration 27Q: 3 clusters Score -2.222204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -22222062.000000 Penalty: 5963.266602
	Iteration 28Q: 3 clusters Score -2.222206e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22222078.000000 Penalty: 5963.266602
	Iteration 29Q: 3 clusters Score -2.222208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22222108.000000 Penalty: 5963.266602
	Iteration 30Q: 3 clusters Score -2.222211e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -22222108.000000 Penalty: 5963.266602
	Iteration 31Q: 3 clusters Score -2.222211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -22222124.000000 Penalty: 5963.266602
	Iteration 32Q: 3 clusters Score -2.222212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -22222142.000000 Penalty: 5963.266602
	Iteration 33Q: 3 clusters Score -2.222214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22222146.000000 Penalty: 5963.266602
	Iteration 34Q: 3 clusters Score -2.222215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22222158.000000 Penalty: 5963.266602
	Iteration 35Q: 3 clusters Score -2.222216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -22222148.000000 Penalty: 5963.266602
	Iteration 36Q: 3 clusters Score -2.222215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22222178.000000 Penalty: 5963.266602
	Iteration 37Q: 3 clusters Score -2.222218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -22222152.000000 Penalty: 5963.266602
	Iteration 38Q: 3 clusters Score -2.222215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22222184.000000 Penalty: 5963.266602
	Iteration 39Q: 3 clusters Score -2.222218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163593 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -22222168.000000 Penalty: 5963.266602
	Iteration 40F: 3 clusters Score -2.222217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22222196.000000 Penalty: 5963.266602
	Iteration 41Q: 3 clusters Score -2.22222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22222164.000000 Penalty: 5963.266602
	Iteration 42Q: 3 clusters Score -2.222216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22222184.000000 Penalty: 5963.266602
	Iteration 43Q: 3 clusters Score -2.222218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22222186.000000 Penalty: 5963.266602
	Iteration 44Q: 3 clusters Score -2.222219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22222210.000000 Penalty: 5963.266602
	Iteration 45Q: 3 clusters Score -2.222221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163705 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -22222214.000000 Penalty: 5963.266602
	Iteration 46Q: 3 clusters Score -2.222221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22222188.000000 Penalty: 5963.266602
	Iteration 47Q: 3 clusters Score -2.222219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -22222200.000000 Penalty: 5963.266602
	Iteration 48Q: 3 clusters Score -2.22222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22222208.000000 Penalty: 5963.266602
	Iteration 49Q: 3 clusters Score -2.222221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22222196.000000 Penalty: 5963.266602
	Iteration 50Q: 3 clusters Score -2.22222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -22222190.000000 Penalty: 5963.266602
	Iteration 51Q: 3 clusters Score -2.222219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22222170.000000 Penalty: 5963.266602
	Iteration 52Q: 3 clusters Score -2.222217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163779 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22222172.000000 Penalty: 5963.266602
	Iteration 53Q: 3 clusters Score -2.222217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -22222176.000000 Penalty: 5963.266602
	Iteration 54Q: 3 clusters Score -2.222218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22222176.000000 Penalty: 5963.266602
	Iteration 55Q: 3 clusters Score -2.222218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22222174.000000 Penalty: 5963.266602
	Iteration 56Q: 3 clusters Score -2.222217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22222184.000000 Penalty: 5963.266602
	Iteration 57Q: 3 clusters Score -2.222218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22222180.000000 Penalty: 5963.266602
	Iteration 58Q: 3 clusters Score -2.222218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22222174.000000 Penalty: 5963.266602
	Iteration 59Q: 3 clusters Score -2.222217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22222188.000000 Penalty: 5963.266602
	Iteration 60F: 3 clusters Score -2.222219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22222182.000000 Penalty: 5963.266602
	Iteration 61Q: 3 clusters Score -2.222218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22222190.000000 Penalty: 5963.266602
	Iteration 62Q: 3 clusters Score -2.222219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22222186.000000 Penalty: 5963.266602
	Iteration 63Q: 3 clusters Score -2.222219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22222186.000000 Penalty: 5963.266602
	Iteration 64F: 3 clusters Score -2.222219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Entering Unmasked Estep 
Score: -5747977.500000 Penalty: 2644.976562
	Iteration 0F: 2 clusters Score -5747978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5719010.000000 Penalty: 5289.953125
	Iteration 0F: 3 clusters Score -5719010 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5729718.500000 Penalty: 5289.953125
	Iteration 1F: 3 clusters Score -5729718 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5730306.000000 Penalty: 5289.953125
	Iteration 2Q: 3 clusters Score -5730306 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5730897.500000 Penalty: 5289.953125
	Iteration 3Q: 3 clusters Score -5730898 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5731627.500000 Penalty: 5289.953125
	Iteration 4Q: 3 clusters Score -5731628 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5732606.500000 Penalty: 5289.953125
	Iteration 5Q: 3 clusters Score -5732606 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5733923.500000 Penalty: 5289.953125
	Iteration 6Q: 3 clusters Score -5733924 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5735353.000000 Penalty: 5289.953125
	Iteration 7F: 3 clusters Score -5735353 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5736794.500000 Penalty: 5289.953125
	Iteration 8F: 3 clusters Score -5736794 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5738388.000000 Penalty: 5289.953125
	Iteration 9F: 3 clusters Score -5738388 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5739969.500000 Penalty: 5289.953125
	Iteration 10F: 3 clusters Score -5739970 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5741222.500000 Penalty: 5289.953125
	Iteration 11Q: 3 clusters Score -5741222 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5742103.500000 Penalty: 5289.953125
	Iteration 12Q: 3 clusters Score -5742104 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5742495.500000 Penalty: 5289.953125
	Iteration 13Q: 3 clusters Score -5742496 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5742705.500000 Penalty: 5289.953125
	Iteration 14Q: 3 clusters Score -5742706 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5742836.000000 Penalty: 5289.953125
	Iteration 15Q: 3 clusters Score -5742836 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5742956.000000 Penalty: 5289.953125
	Iteration 16Q: 3 clusters Score -5742956 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5743036.000000 Penalty: 5289.953125
	Iteration 17Q: 3 clusters Score -5743036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5743152.500000 Penalty: 5289.953125
	Iteration 18Q: 3 clusters Score -5743152 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5743201.500000 Penalty: 5289.953125
	Iteration 19Q: 3 clusters Score -5743202 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -5743292.500000 Penalty: 5289.953125
	Iteration 20F: 3 clusters Score -5743292 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5743359.000000 Penalty: 5289.953125
	Iteration 21Q: 3 clusters Score -5743359 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5743417.500000 Penalty: 5289.953125
	Iteration 22Q: 3 clusters Score -5743418 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5743506.500000 Penalty: 5289.953125
	Iteration 23Q: 3 clusters Score -5743506 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5743552.000000 Penalty: 5289.953125
	Iteration 24Q: 3 clusters Score -5743552 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -5743619.000000 Penalty: 5289.953125
	Iteration 25Q: 3 clusters Score -5743619 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5743701.500000 Penalty: 5289.953125
	Iteration 26Q: 3 clusters Score -5743702 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -5743808.000000 Penalty: 5289.953125
	Iteration 27Q: 3 clusters Score -5743808 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5743860.000000 Penalty: 5289.953125
	Iteration 28Q: 3 clusters Score -5743860 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5743954.000000 Penalty: 5289.953125
	Iteration 29Q: 3 clusters Score -5743954 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -5744053.500000 Penalty: 5289.953125
	Iteration 30Q: 3 clusters Score -5744054 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5744127.500000 Penalty: 5289.953125
	Iteration 31Q: 3 clusters Score -5744128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5744204.500000 Penalty: 5289.953125
	Iteration 32Q: 3 clusters Score -5744204 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5744318.500000 Penalty: 5289.953125
	Iteration 33Q: 3 clusters Score -5744318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -5744366.000000 Penalty: 5289.953125
	Iteration 34Q: 3 clusters Score -5744366 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -5744436.000000 Penalty: 5289.953125
	Iteration 35Q: 3 clusters Score -5744436 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5744534.000000 Penalty: 5289.953125
	Iteration 36Q: 3 clusters Score -5744534 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5744623.500000 Penalty: 5289.953125
	Iteration 37Q: 3 clusters Score -5744624 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5744698.500000 Penalty: 5289.953125
	Iteration 38Q: 3 clusters Score -5744698 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5744791.500000 Penalty: 5289.953125
	Iteration 39Q: 3 clusters Score -5744792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5744870.000000 Penalty: 5289.953125
	Iteration 40F: 3 clusters Score -5744870 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5744943.500000 Penalty: 5289.953125
	Iteration 41Q: 3 clusters Score -5744944 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -5745016.000000 Penalty: 5289.953125
	Iteration 42Q: 3 clusters Score -5745016 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5745112.000000 Penalty: 5289.953125
	Iteration 43Q: 3 clusters Score -5745112 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5745206.000000 Penalty: 5289.953125
	Iteration 44Q: 3 clusters Score -5745206 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5745317.000000 Penalty: 5289.953125
	Iteration 45Q: 3 clusters Score -5745317 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -5745397.500000 Penalty: 5289.953125
	Iteration 46Q: 3 clusters Score -5745398 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -5745485.000000 Penalty: 5289.953125
	Iteration 47Q: 3 clusters Score -5745485 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5745565.000000 Penalty: 5289.953125
	Iteration 48Q: 3 clusters Score -5745565 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5745651.000000 Penalty: 5289.953125
	Iteration 49Q: 3 clusters Score -5745651 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5745733.000000 Penalty: 5289.953125
	Iteration 50Q: 3 clusters Score -5745733 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5745818.500000 Penalty: 5289.953125
	Iteration 51Q: 3 clusters Score -5745818 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5745887.000000 Penalty: 5289.953125
	Iteration 52Q: 3 clusters Score -5745887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5745968.000000 Penalty: 5289.953125
	Iteration 53Q: 3 clusters Score -5745968 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5746006.000000 Penalty: 5289.953125
	Iteration 54Q: 3 clusters Score -5746006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5746043.500000 Penalty: 5289.953125
	Iteration 55Q: 3 clusters Score -5746044 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5746119.000000 Penalty: 5289.953125
	Iteration 56Q: 3 clusters Score -5746119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5746142.500000 Penalty: 5289.953125
	Iteration 57Q: 3 clusters Score -5746142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5746213.000000 Penalty: 5289.953125
	Iteration 58Q: 3 clusters Score -5746213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5746259.000000 Penalty: 5289.953125
	Iteration 59Q: 3 clusters Score -5746259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5746280.000000 Penalty: 5289.953125
	Iteration 60F: 3 clusters Score -5746280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5746306.500000 Penalty: 5289.953125
	Iteration 61Q: 3 clusters Score -5746306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -5746330.000000 Penalty: 5289.953125
	Iteration 62Q: 3 clusters Score -5746330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -5746347.000000 Penalty: 5289.953125
	Iteration 63Q: 3 clusters Score -5746347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5746371.000000 Penalty: 5289.953125
	Iteration 64Q: 3 clusters Score -5746371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5746399.500000 Penalty: 5289.953125
	Iteration 65Q: 3 clusters Score -5746400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5746411.500000 Penalty: 5289.953125
	Iteration 66Q: 3 clusters Score -5746412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -5746426.500000 Penalty: 5289.953125
	Iteration 67Q: 3 clusters Score -5746426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5746438.500000 Penalty: 5289.953125
	Iteration 68Q: 3 clusters Score -5746438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5746454.000000 Penalty: 5289.953125
	Iteration 69Q: 3 clusters Score -5746454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5746479.500000 Penalty: 5289.953125
	Iteration 70Q: 3 clusters Score -5746480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5746489.500000 Penalty: 5289.953125
	Iteration 71Q: 3 clusters Score -5746490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -5746493.000000 Penalty: 5289.953125
	Iteration 72Q: 3 clusters Score -5746493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -5746506.000000 Penalty: 5289.953125
	Iteration 73Q: 3 clusters Score -5746506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -5746507.000000 Penalty: 5289.953125
	Iteration 74Q: 3 clusters Score -5746507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5746524.000000 Penalty: 5289.953125
	Iteration 75Q: 3 clusters Score -5746524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5746531.500000 Penalty: 5289.953125
	Iteration 76Q: 3 clusters Score -5746532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5746538.500000 Penalty: 5289.953125
	Iteration 77Q: 3 clusters Score -5746538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5746538.500000 Penalty: 5289.953125
	Iteration 78Q: 3 clusters Score -5746538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5746540.500000 Penalty: 5289.953125
	Iteration 79Q: 3 clusters Score -5746540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5746555.500000 Penalty: 5289.953125
	Iteration 80F: 3 clusters Score -5746556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5746554.500000 Penalty: 5289.953125
	Iteration 81Q: 3 clusters Score -5746554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5746550.000000 Penalty: 5289.953125
	Iteration 82Q: 3 clusters Score -5746550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -5746551.000000 Penalty: 5289.953125
	Iteration 83Q: 3 clusters Score -5746551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5746551.000000 Penalty: 5289.953125
	Iteration 84Q: 3 clusters Score -5746551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5746551.000000 Penalty: 5289.953125
	Iteration 85F: 3 clusters Score -5746551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (203752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203752 members 
Entering Unmasked Estep 
Score: -27040272.000000 Penalty: 3031.715332
	Iteration 0F: 2 clusters Score -2.704027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -26913324.000000 Penalty: 6063.430664
	Iteration 0F: 3 clusters Score -2.691332e+07 nChanged 98138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -26970470.000000 Penalty: 6063.430664
	Iteration 1F: 3 clusters Score -2.697047e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -26971294.000000 Penalty: 6063.430664
	Iteration 2Q: 3 clusters Score -2.697129e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -26972360.000000 Penalty: 6063.430664
	Iteration 3Q: 3 clusters Score -2.697236e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -26973866.000000 Penalty: 6063.430664
	Iteration 4Q: 3 clusters Score -2.697387e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -26975754.000000 Penalty: 6063.430664
	Iteration 5Q: 3 clusters Score -2.697575e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -26978836.000000 Penalty: 6063.430664
	Iteration 6Q: 3 clusters Score -2.697884e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -26984134.000000 Penalty: 6063.430664
	Iteration 7Q: 3 clusters Score -2.698413e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -26992858.000000 Penalty: 6063.430664
	Iteration 8F: 3 clusters Score -2.699286e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -27002564.000000 Penalty: 6063.430664
	Iteration 9F: 3 clusters Score -2.700256e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -27011482.000000 Penalty: 6063.430664
	Iteration 10F: 3 clusters Score -2.701148e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -27016348.000000 Penalty: 6063.430664
	Iteration 11Q: 3 clusters Score -2.701635e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 145645 members 
Entering Unmasked Estep 
Score: -27018482.000000 Penalty: 6063.430664
	Iteration 12Q: 3 clusters Score -2.701848e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -27019496.000000 Penalty: 6063.430664
	Iteration 13Q: 3 clusters Score -2.70195e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 151545 members 
Entering Unmasked Estep 
Score: -27020244.000000 Penalty: 6063.430664
	Iteration 14Q: 3 clusters Score -2.702024e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -27021008.000000 Penalty: 6063.430664
	Iteration 15Q: 3 clusters Score -2.702101e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -27021678.000000 Penalty: 6063.430664
	Iteration 16Q: 3 clusters Score -2.702168e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -27022176.000000 Penalty: 6063.430664
	Iteration 17Q: 3 clusters Score -2.702218e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -27022848.000000 Penalty: 6063.430664
	Iteration 18Q: 3 clusters Score -2.702285e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -27023534.000000 Penalty: 6063.430664
	Iteration 19Q: 3 clusters Score -2.702353e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -27024578.000000 Penalty: 6063.430664
	Iteration 20F: 3 clusters Score -2.702458e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -27025586.000000 Penalty: 6063.430664
	Iteration 21Q: 3 clusters Score -2.702559e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -27026670.000000 Penalty: 6063.430664
	Iteration 22Q: 3 clusters Score -2.702667e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -27027474.000000 Penalty: 6063.430664
	Iteration 23Q: 3 clusters Score -2.702747e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -27028488.000000 Penalty: 6063.430664
	Iteration 24Q: 3 clusters Score -2.702849e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -27029418.000000 Penalty: 6063.430664
	Iteration 25Q: 3 clusters Score -2.702942e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 184443 members 
Entering Unmasked Estep 
Score: -27030216.000000 Penalty: 6063.430664
	Iteration 26Q: 3 clusters Score -2.703022e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -27031100.000000 Penalty: 6063.430664
	Iteration 27Q: 3 clusters Score -2.70311e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 188939 members 
Entering Unmasked Estep 
Score: -27031886.000000 Penalty: 6063.430664
	Iteration 28Q: 3 clusters Score -2.703189e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 191030 members 
Entering Unmasked Estep 
Score: -27032658.000000 Penalty: 6063.430664
	Iteration 29Q: 3 clusters Score -2.703266e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 192932 members 
Entering Unmasked Estep 
Score: -27033590.000000 Penalty: 6063.430664
	Iteration 30Q: 3 clusters Score -2.703359e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -27034230.000000 Penalty: 6063.430664
	Iteration 31Q: 3 clusters Score -2.703423e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -27035084.000000 Penalty: 6063.430664
	Iteration 32Q: 3 clusters Score -2.703508e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 197350 members 
Entering Unmasked Estep 
Score: -27035604.000000 Penalty: 6063.430664
	Iteration 33Q: 3 clusters Score -2.70356e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 198386 members 
Entering Unmasked Estep 
Score: -27036062.000000 Penalty: 6063.430664
	Iteration 34Q: 3 clusters Score -2.703606e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 199237 members 
Entering Unmasked Estep 
Score: -27036484.000000 Penalty: 6063.430664
	Iteration 35Q: 3 clusters Score -2.703648e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 199889 members 
Entering Unmasked Estep 
Score: -27036780.000000 Penalty: 6063.430664
	Iteration 36Q: 3 clusters Score -2.703678e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 200448 members 
Entering Unmasked Estep 
Score: -27036964.000000 Penalty: 6063.430664
	Iteration 37Q: 3 clusters Score -2.703696e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 200860 members 
Entering Unmasked Estep 
Score: -27037164.000000 Penalty: 6063.430664
	Iteration 38Q: 3 clusters Score -2.703716e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 201195 members 
Entering Unmasked Estep 
Score: -27037278.000000 Penalty: 6063.430664
	Iteration 39Q: 3 clusters Score -2.703728e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -27037400.000000 Penalty: 6063.430664
	Iteration 40F: 3 clusters Score -2.70374e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 201691 members 
Entering Unmasked Estep 
Score: -27037494.000000 Penalty: 6063.430664
	Iteration 41Q: 3 clusters Score -2.703749e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 201866 members 
Entering Unmasked Estep 
Score: -27037550.000000 Penalty: 6063.430664
	Iteration 42Q: 3 clusters Score -2.703755e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 201986 members 
Entering Unmasked Estep 
Score: -27037620.000000 Penalty: 6063.430664
	Iteration 43Q: 3 clusters Score -2.703762e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 202080 members 
Entering Unmasked Estep 
Score: -27037628.000000 Penalty: 6063.430664
	Iteration 44Q: 3 clusters Score -2.703763e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 202162 members 
Entering Unmasked Estep 
Score: -27037662.000000 Penalty: 6063.430664
	Iteration 45Q: 3 clusters Score -2.703766e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 202226 members 
Entering Unmasked Estep 
Score: -27037670.000000 Penalty: 6063.430664
	Iteration 46Q: 3 clusters Score -2.703767e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 202281 members 
Entering Unmasked Estep 
Score: -27037690.000000 Penalty: 6063.430664
	Iteration 47Q: 3 clusters Score -2.703769e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 202330 members 
Entering Unmasked Estep 
Score: -27037736.000000 Penalty: 6063.430664
	Iteration 48Q: 3 clusters Score -2.703774e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 202374 members 
Entering Unmasked Estep 
Score: -27037734.000000 Penalty: 6063.430664
	Iteration 49Q: 3 clusters Score -2.703773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 202397 members 
Entering Unmasked Estep 
Score: -27037746.000000 Penalty: 6063.430664
	Iteration 50Q: 3 clusters Score -2.703775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 202416 members 
Entering Unmasked Estep 
Score: -27037790.000000 Penalty: 6063.430664
	Iteration 51Q: 3 clusters Score -2.703779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 202439 members 
Entering Unmasked Estep 
Score: -27037820.000000 Penalty: 6063.430664
	Iteration 52Q: 3 clusters Score -2.703782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 202454 members 
Entering Unmasked Estep 
Score: -27037818.000000 Penalty: 6063.430664
	Iteration 53Q: 3 clusters Score -2.703782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 202473 members 
Entering Unmasked Estep 
Score: -27037818.000000 Penalty: 6063.430664
	Iteration 54Q: 3 clusters Score -2.703782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 202486 members 
Entering Unmasked Estep 
Score: -27037802.000000 Penalty: 6063.430664
	Iteration 55Q: 3 clusters Score -2.70378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 202502 members 
Entering Unmasked Estep 
Score: -27037828.000000 Penalty: 6063.430664
	Iteration 56Q: 3 clusters Score -2.703783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -27037838.000000 Penalty: 6063.430664
	Iteration 57Q: 3 clusters Score -2.703784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 202526 members 
Entering Unmasked Estep 
Score: -27037844.000000 Penalty: 6063.430664
	Iteration 58Q: 3 clusters Score -2.703784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 202539 members 
Entering Unmasked Estep 
Score: -27037858.000000 Penalty: 6063.430664
	Iteration 59Q: 3 clusters Score -2.703786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 202547 members 
Entering Unmasked Estep 
Score: -27037864.000000 Penalty: 6063.430664
	Iteration 60F: 3 clusters Score -2.703786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 202553 members 
Entering Unmasked Estep 
Score: -27037858.000000 Penalty: 6063.430664
	Iteration 61Q: 3 clusters Score -2.703786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 202560 members 
Entering Unmasked Estep 
Score: -27037864.000000 Penalty: 6063.430664
	Iteration 62Q: 3 clusters Score -2.703786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 202562 members 
Entering Unmasked Estep 
Score: -27037860.000000 Penalty: 6063.430664
	Iteration 63Q: 3 clusters Score -2.703786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 202562 members 
Entering Unmasked Estep 
Score: -27037864.000000 Penalty: 6063.430664
	Iteration 64Q: 3 clusters Score -2.703786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 202567 members 
Entering Unmasked Estep 
Score: -27037862.000000 Penalty: 6063.430664
	Iteration 65Q: 3 clusters Score -2.703786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 202570 members 
Entering Unmasked Estep 
Score: -27037844.000000 Penalty: 6063.430664
	Iteration 66Q: 3 clusters Score -2.703784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 202573 members 
Entering Unmasked Estep 
Score: -27037832.000000 Penalty: 6063.430664
	Iteration 67Q: 3 clusters Score -2.703783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 202574 members 
Entering Unmasked Estep 
Score: -27037840.000000 Penalty: 6063.430664
	Iteration 68Q: 3 clusters Score -2.703784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 202574 members 
Entering Unmasked Estep 
Score: -27037840.000000 Penalty: 6063.430664
	Iteration 69F: 3 clusters Score -2.703784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -182518.500000 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -182518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180285.656250 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -180285.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -180648.468750 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -180648.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180745.484375 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -180745.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -180786.140625 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -180786.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180803.968750 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -180804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -180824.656250 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -180824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -180830.578125 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -180830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180838.078125 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -180838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180842.000000 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -180842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180844.796875 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -180844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180845.515625 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -180845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180845.843750 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -180845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180845.843750 Penalty: 3589.224365
	Iteration 12F: 3 clusters Score -180845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25194 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161956 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34085 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72204 members 
Mstep: Class 13 contains 49077 members 
Mstep: Class 14 contains 45685 members 
Mstep: Class 15 contains 27280 members 
Mstep: Class 16 contains 168668 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166494 members 
Mstep: Class 21 contains 42840 members 
Mstep: Class 22 contains 203752 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260400.000000 Penalty: 68693.328125
Iteration 199Q: 21 clusters Score -1.352604e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25196 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27724 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161923 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34081 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72167 members 
Mstep: Class 13 contains 49049 members 
Mstep: Class 14 contains 45678 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 168788 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166494 members 
Mstep: Class 21 contains 42823 members 
Mstep: Class 22 contains 203735 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260272.000000 Penalty: 68693.328125
Iteration 200F: 21 clusters Score -1.352603e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25201 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27748 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161908 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34081 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 72141 members 
Mstep: Class 13 contains 49029 members 
Mstep: Class 14 contains 45670 members 
Mstep: Class 15 contains 27271 members 
Mstep: Class 16 contains 168866 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166492 members 
Mstep: Class 21 contains 42809 members 
Mstep: Class 22 contains 203717 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 21 clusters Score -1.352604e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25207 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27767 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161896 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34090 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 72108 members 
Mstep: Class 13 contains 49011 members 
Mstep: Class 14 contains 45664 members 
Mstep: Class 15 contains 27268 members 
Mstep: Class 16 contains 168957 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166483 members 
Mstep: Class 21 contains 42789 members 
Mstep: Class 22 contains 203694 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 21 clusters Score -1.352605e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25204 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27790 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161872 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34082 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 72072 members 
Mstep: Class 13 contains 48989 members 
Mstep: Class 14 contains 45668 members 
Mstep: Class 15 contains 27268 members 
Mstep: Class 16 contains 169055 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166471 members 
Mstep: Class 21 contains 42775 members 
Mstep: Class 22 contains 203688 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 21 clusters Score -1.352607e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25205 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27812 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161865 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34076 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 72033 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 45669 members 
Mstep: Class 15 contains 27261 members 
Mstep: Class 16 contains 169141 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166463 members 
Mstep: Class 21 contains 42763 members 
Mstep: Class 22 contains 203687 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 21 clusters Score -1.352609e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25203 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27837 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161851 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34067 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 72006 members 
Mstep: Class 13 contains 48938 members 
Mstep: Class 14 contains 45668 members 
Mstep: Class 15 contains 27254 members 
Mstep: Class 16 contains 169210 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166458 members 
Mstep: Class 21 contains 42753 members 
Mstep: Class 22 contains 203691 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 21 clusters Score -1.352607e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25205 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27862 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161842 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34059 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71979 members 
Mstep: Class 13 contains 48901 members 
Mstep: Class 14 contains 45657 members 
Mstep: Class 15 contains 27247 members 
Mstep: Class 16 contains 169298 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166463 members 
Mstep: Class 21 contains 42749 members 
Mstep: Class 22 contains 203675 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 21 clusters Score -1.352606e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25208 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27885 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161837 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 34049 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71941 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 45649 members 
Mstep: Class 15 contains 27246 members 
Mstep: Class 16 contains 169388 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166484 members 
Mstep: Class 21 contains 42731 members 
Mstep: Class 22 contains 203655 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 21 clusters Score -1.352604e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25209 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27905 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161824 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 34038 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71913 members 
Mstep: Class 13 contains 48832 members 
Mstep: Class 14 contains 45645 members 
Mstep: Class 15 contains 27243 members 
Mstep: Class 16 contains 169492 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166485 members 
Mstep: Class 21 contains 42719 members 
Mstep: Class 22 contains 203631 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 21 clusters Score -1.352604e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25210 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27936 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161826 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 34018 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71887 members 
Mstep: Class 13 contains 48805 members 
Mstep: Class 14 contains 45640 members 
Mstep: Class 15 contains 27237 members 
Mstep: Class 16 contains 169599 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166470 members 
Mstep: Class 21 contains 42708 members 
Mstep: Class 22 contains 203600 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 21 clusters Score -1.352604e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25215 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27966 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161813 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 34006 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71862 members 
Mstep: Class 13 contains 48795 members 
Mstep: Class 14 contains 45633 members 
Mstep: Class 15 contains 27236 members 
Mstep: Class 16 contains 169697 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166467 members 
Mstep: Class 21 contains 42703 members 
Mstep: Class 22 contains 203542 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 21 clusters Score -1.352604e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25216 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 27998 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161792 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 33999 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71832 members 
Mstep: Class 13 contains 48781 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 27234 members 
Mstep: Class 16 contains 169795 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166466 members 
Mstep: Class 21 contains 42695 members 
Mstep: Class 22 contains 203498 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 211Q: 21 clusters Score -1.352605e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 28016 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161785 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 34002 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71805 members 
Mstep: Class 13 contains 48763 members 
Mstep: Class 14 contains 45617 members 
Mstep: Class 15 contains 27228 members 
Mstep: Class 16 contains 169879 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166460 members 
Mstep: Class 21 contains 42687 members 
Mstep: Class 22 contains 203471 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260496.000000 Penalty: 68693.328125
Iteration 212Q: 21 clusters Score -1.352605e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25225 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28038 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161772 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 34008 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 71778 members 
Mstep: Class 13 contains 48743 members 
Mstep: Class 14 contains 45601 members 
Mstep: Class 15 contains 27232 members 
Mstep: Class 16 contains 169961 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166447 members 
Mstep: Class 21 contains 42679 members 
Mstep: Class 22 contains 203454 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 21 clusters Score -1.352606e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25231 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28055 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161757 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 34003 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71762 members 
Mstep: Class 13 contains 48727 members 
Mstep: Class 14 contains 45588 members 
Mstep: Class 15 contains 27226 members 
Mstep: Class 16 contains 170010 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166448 members 
Mstep: Class 21 contains 42666 members 
Mstep: Class 22 contains 203464 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 21 clusters Score -1.352607e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25233 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28068 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161742 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 34005 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71736 members 
Mstep: Class 13 contains 48711 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 27219 members 
Mstep: Class 16 contains 170069 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166444 members 
Mstep: Class 21 contains 42650 members 
Mstep: Class 22 contains 203476 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 21 clusters Score -1.352608e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25232 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28087 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161724 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 34000 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71714 members 
Mstep: Class 13 contains 48704 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 27214 members 
Mstep: Class 16 contains 170104 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166440 members 
Mstep: Class 21 contains 42638 members 
Mstep: Class 22 contains 203503 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 21 clusters Score -1.352606e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25236 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161690 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 33998 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 71690 members 
Mstep: Class 13 contains 48694 members 
Mstep: Class 14 contains 45567 members 
Mstep: Class 15 contains 27208 members 
Mstep: Class 16 contains 170173 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166433 members 
Mstep: Class 21 contains 42626 members 
Mstep: Class 22 contains 203510 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -1.352607e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25238 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28131 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161659 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71667 members 
Mstep: Class 13 contains 48682 members 
Mstep: Class 14 contains 45556 members 
Mstep: Class 15 contains 27206 members 
Mstep: Class 16 contains 170277 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166398 members 
Mstep: Class 21 contains 42606 members 
Mstep: Class 22 contains 203528 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 218Q: 21 clusters Score -1.352607e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25243 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28158 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161640 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 1067 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71640 members 
Mstep: Class 13 contains 48666 members 
Mstep: Class 14 contains 45551 members 
Mstep: Class 15 contains 27202 members 
Mstep: Class 16 contains 170372 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166373 members 
Mstep: Class 21 contains 42590 members 
Mstep: Class 22 contains 203531 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -1.352606e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25238 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161616 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 33950 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71619 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 15 contains 27196 members 
Mstep: Class 16 contains 170476 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166350 members 
Mstep: Class 21 contains 42567 members 
Mstep: Class 22 contains 203545 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 220F: 21 clusters Score -1.352606e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25239 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28202 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161587 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33938 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71596 members 
Mstep: Class 13 contains 48638 members 
Mstep: Class 14 contains 45540 members 
Mstep: Class 15 contains 27197 members 
Mstep: Class 16 contains 170595 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166318 members 
Mstep: Class 21 contains 42548 members 
Mstep: Class 22 contains 203546 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
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Iteration 221Q: 21 clusters Score -1.352606e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25240 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28227 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161563 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33926 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71569 members 
Mstep: Class 13 contains 48620 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 27191 members 
Mstep: Class 16 contains 170702 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166300 members 
Mstep: Class 21 contains 42534 members 
Mstep: Class 22 contains 203536 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
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Iteration 222Q: 21 clusters Score -1.352606e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25236 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28259 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161539 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33912 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71544 members 
Mstep: Class 13 contains 48599 members 
Mstep: Class 14 contains 45534 members 
Mstep: Class 15 contains 27187 members 
Mstep: Class 16 contains 170793 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166290 members 
Mstep: Class 21 contains 42518 members 
Mstep: Class 22 contains 203531 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
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Iteration 223Q: 21 clusters Score -1.352604e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28284 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161515 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33909 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71520 members 
Mstep: Class 13 contains 48582 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 27176 members 
Mstep: Class 16 contains 170879 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166287 members 
Mstep: Class 21 contains 42505 members 
Mstep: Class 22 contains 203514 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
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Iteration 224Q: 21 clusters Score -1.352606e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28316 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161493 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33900 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71492 members 
Mstep: Class 13 contains 48563 members 
Mstep: Class 14 contains 45538 members 
Mstep: Class 15 contains 27171 members 
Mstep: Class 16 contains 170970 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166266 members 
Mstep: Class 21 contains 42493 members 
Mstep: Class 22 contains 203504 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260432.000000 Penalty: 68693.328125
Iteration 225Q: 21 clusters Score -1.352604e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25234 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28339 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161466 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33892 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71465 members 
Mstep: Class 13 contains 48554 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 27173 members 
Mstep: Class 16 contains 171080 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166232 members 
Mstep: Class 21 contains 42477 members 
Mstep: Class 22 contains 203496 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260512.000000 Penalty: 68693.328125
Iteration 226Q: 21 clusters Score -1.352605e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25229 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28369 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161428 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33879 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71444 members 
Mstep: Class 13 contains 48545 members 
Mstep: Class 14 contains 45532 members 
Mstep: Class 15 contains 27167 members 
Mstep: Class 16 contains 171197 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166216 members 
Mstep: Class 21 contains 42457 members 
Mstep: Class 22 contains 203480 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260592.000000 Penalty: 68693.328125
Iteration 227Q: 21 clusters Score -1.352606e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25232 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28391 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161392 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33872 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71424 members 
Mstep: Class 13 contains 48530 members 
Mstep: Class 14 contains 45523 members 
Mstep: Class 15 contains 27160 members 
Mstep: Class 16 contains 171322 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166207 members 
Mstep: Class 21 contains 42441 members 
Mstep: Class 22 contains 203448 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260672.000000 Penalty: 68693.328125
Iteration 228Q: 21 clusters Score -1.352607e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25235 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28416 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161357 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33868 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71405 members 
Mstep: Class 13 contains 48509 members 
Mstep: Class 14 contains 45514 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 171456 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166189 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 203422 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260768.000000 Penalty: 68693.328125
Iteration 229Q: 21 clusters Score -1.352608e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25235 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28439 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161340 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33867 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 71379 members 
Mstep: Class 13 contains 48488 members 
Mstep: Class 14 contains 45509 members 
Mstep: Class 15 contains 27149 members 
Mstep: Class 16 contains 171593 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166165 members 
Mstep: Class 21 contains 42391 members 
Mstep: Class 22 contains 203388 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260752.000000 Penalty: 68693.328125
Iteration 230Q: 21 clusters Score -1.352608e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25233 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28457 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161307 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33861 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71354 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 45504 members 
Mstep: Class 15 contains 27147 members 
Mstep: Class 16 contains 171756 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166121 members 
Mstep: Class 21 contains 42373 members 
Mstep: Class 22 contains 203354 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260880.000000 Penalty: 68693.328125
Iteration 231Q: 21 clusters Score -1.352609e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25230 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28481 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161268 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33847 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71314 members 
Mstep: Class 13 contains 48465 members 
Mstep: Class 14 contains 45500 members 
Mstep: Class 15 contains 27146 members 
Mstep: Class 16 contains 171947 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166063 members 
Mstep: Class 21 contains 42355 members 
Mstep: Class 22 contains 203327 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260656.000000 Penalty: 68693.328125
Iteration 232Q: 21 clusters Score -1.352607e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25223 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28500 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161255 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33846 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71281 members 
Mstep: Class 13 contains 48451 members 
Mstep: Class 14 contains 45493 members 
Mstep: Class 15 contains 27143 members 
Mstep: Class 16 contains 172125 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 166011 members 
Mstep: Class 21 contains 42335 members 
Mstep: Class 22 contains 203280 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260624.000000 Penalty: 68693.328125
Iteration 233Q: 21 clusters Score -1.352606e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25217 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28522 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161253 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33845 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71249 members 
Mstep: Class 13 contains 48437 members 
Mstep: Class 14 contains 45489 members 
Mstep: Class 15 contains 27136 members 
Mstep: Class 16 contains 172272 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165981 members 
Mstep: Class 21 contains 42320 members 
Mstep: Class 22 contains 203222 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260480.000000 Penalty: 68693.328125
Iteration 234Q: 21 clusters Score -1.352605e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25211 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28548 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161238 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33834 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 71208 members 
Mstep: Class 13 contains 48422 members 
Mstep: Class 14 contains 45481 members 
Mstep: Class 15 contains 27136 members 
Mstep: Class 16 contains 172438 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165949 members 
Mstep: Class 21 contains 42300 members 
Mstep: Class 22 contains 203180 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260480.000000 Penalty: 68693.328125
Iteration 235Q: 21 clusters Score -1.352605e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25202 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161235 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33814 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 71162 members 
Mstep: Class 13 contains 48409 members 
Mstep: Class 14 contains 45481 members 
Mstep: Class 15 contains 27132 members 
Mstep: Class 16 contains 172581 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165913 members 
Mstep: Class 21 contains 42285 members 
Mstep: Class 22 contains 203144 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260528.000000 Penalty: 68693.328125
Iteration 236Q: 21 clusters Score -1.352605e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25187 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28622 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161238 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33795 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 71112 members 
Mstep: Class 13 contains 48412 members 
Mstep: Class 14 contains 45480 members 
Mstep: Class 15 contains 27127 members 
Mstep: Class 16 contains 172723 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165876 members 
Mstep: Class 21 contains 42265 members 
Mstep: Class 22 contains 203110 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260752.000000 Penalty: 68693.328125
Iteration 237Q: 21 clusters Score -1.352608e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25176 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28651 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161229 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33792 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 71067 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 45473 members 
Mstep: Class 15 contains 27129 members 
Mstep: Class 16 contains 172880 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165838 members 
Mstep: Class 21 contains 42246 members 
Mstep: Class 22 contains 203065 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135260720.000000 Penalty: 68693.328125
Iteration 238Q: 21 clusters Score -1.352607e+08 nChanged 655
Entering ConstructFrom: 
Score: -135260720.000000 Penalty: 68693.328125
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118870.117188 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118870.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119201.945312 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119201.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119410.812500 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119410.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119836.531250 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119836.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -120213.281250 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120213.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120391.656250 Penalty: 3425.750488
	Iteration 5F: 3 clusters Score -120391.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -120504.992188 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -120621.164062 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120621.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -120710.632812 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120710.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -120773.843750 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120810.046875 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -120860.242188 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -120890.406250 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -120915.656250 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -120933.398438 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -120948.968750 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -120958.078125 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -120958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -120960.468750 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -120960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -120960.468750 Penalty: 3425.750488
	Iteration 18F: 3 clusters Score -120960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33787 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 188 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71017 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 45478 members 
Mstep: Class 15 contains 27134 members 
Mstep: Class 16 contains 173075 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165786 members 
Mstep: Class 21 contains 42210 members 
Mstep: Class 22 contains 203022 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
Score: -135259328.000000 Penalty: 72127.992188
Splitting cluster 1 changes total score from -135260720.000000 to -135259328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (25170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Entering Unmasked Estep 
Score: -3228666.500000 Penalty: 2513.085205
	Iteration 0F: 2 clusters Score -3228666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3211284.000000 Penalty: 5026.170410
	Iteration 0F: 3 clusters Score -3211284 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3217441.750000 Penalty: 5026.170410
	Iteration 1F: 3 clusters Score -3217442 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3217982.750000 Penalty: 5026.170410
	Iteration 2F: 3 clusters Score -3217983 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3218434.500000 Penalty: 5026.170410
	Iteration 3Q: 3 clusters Score -3218434 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3218975.500000 Penalty: 5026.170410
	Iteration 4Q: 3 clusters Score -3218976 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3219635.500000 Penalty: 5026.170410
	Iteration 5F: 3 clusters Score -3219636 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3220552.250000 Penalty: 5026.170410
	Iteration 6F: 3 clusters Score -3220552 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3221664.750000 Penalty: 5026.170410
	Iteration 7F: 3 clusters Score -3221665 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3222877.750000 Penalty: 5026.170410
	Iteration 8F: 3 clusters Score -3222878 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3223962.000000 Penalty: 5026.170410
	Iteration 9F: 3 clusters Score -3223962 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3224811.750000 Penalty: 5026.170410
	Iteration 10Q: 3 clusters Score -3224812 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3225380.250000 Penalty: 5026.170410
	Iteration 11Q: 3 clusters Score -3225380 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3225762.750000 Penalty: 5026.170410
	Iteration 12Q: 3 clusters Score -3225763 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3226030.250000 Penalty: 5026.170410
	Iteration 13Q: 3 clusters Score -3226030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3226204.750000 Penalty: 5026.170410
	Iteration 14Q: 3 clusters Score -3226205 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3226320.750000 Penalty: 5026.170410
	Iteration 15Q: 3 clusters Score -3226321 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3226433.250000 Penalty: 5026.170410
	Iteration 16Q: 3 clusters Score -3226433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3226503.000000 Penalty: 5026.170410
	Iteration 17Q: 3 clusters Score -3226503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3226563.000000 Penalty: 5026.170410
	Iteration 18Q: 3 clusters Score -3226563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3226600.500000 Penalty: 5026.170410
	Iteration 19Q: 3 clusters Score -3226600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3226611.000000 Penalty: 5026.170410
	Iteration 20F: 3 clusters Score -3226611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3226636.250000 Penalty: 5026.170410
	Iteration 21Q: 3 clusters Score -3226636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3226653.500000 Penalty: 5026.170410
	Iteration 22Q: 3 clusters Score -3226654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3226667.500000 Penalty: 5026.170410
	Iteration 23Q: 3 clusters Score -3226668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3226674.250000 Penalty: 5026.170410
	Iteration 24Q: 3 clusters Score -3226674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3226678.000000 Penalty: 5026.170410
	Iteration 25Q: 3 clusters Score -3226678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3226684.750000 Penalty: 5026.170410
	Iteration 26Q: 3 clusters Score -3226685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3226681.250000 Penalty: 5026.170410
	Iteration 27Q: 3 clusters Score -3226681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3226681.250000 Penalty: 5026.170410
	Iteration 28Q: 3 clusters Score -3226681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3226679.000000 Penalty: 5026.170410
	Iteration 29Q: 3 clusters Score -3226679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3226679.000000 Penalty: 5026.170410
	Iteration 30F: 3 clusters Score -3226679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -79871.273438 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -79871.27 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 337 members 
Entering Unmasked Estep 
Score: -78193.046875 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -78193.05 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78399.843750 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -78399.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78462.359375 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -78462.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78484.750000 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -78484.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78493.492188 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -78493.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78499.398438 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -78499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78507.250000 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -78507.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78508.320312 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -78508.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78508.320312 Penalty: 3207.978516
	Iteration 8F: 3 clusters Score -78508.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Entering Unmasked Estep 
Score: -3677522.000000 Penalty: 2545.495361
	Iteration 0F: 2 clusters Score -3677522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3657874.750000 Penalty: 5090.990723
	Iteration 0F: 3 clusters Score -3657875 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3665007.250000 Penalty: 5090.990723
	Iteration 1F: 3 clusters Score -3665007 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -3665709.250000 Penalty: 5090.990723
	Iteration 2F: 3 clusters Score -3665709 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3666395.500000 Penalty: 5090.990723
	Iteration 3F: 3 clusters Score -3666396 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3667013.250000 Penalty: 5090.990723
	Iteration 4Q: 3 clusters Score -3667013 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3667682.750000 Penalty: 5090.990723
	Iteration 5Q: 3 clusters Score -3667683 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3668403.250000 Penalty: 5090.990723
	Iteration 6Q: 3 clusters Score -3668403 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3669242.500000 Penalty: 5090.990723
	Iteration 7Q: 3 clusters Score -3669242 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3670261.000000 Penalty: 5090.990723
	Iteration 8Q: 3 clusters Score -3670261 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3671420.000000 Penalty: 5090.990723
	Iteration 9Q: 3 clusters Score -3671420 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3672477.750000 Penalty: 5090.990723
	Iteration 10Q: 3 clusters Score -3672478 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3673343.250000 Penalty: 5090.990723
	Iteration 11Q: 3 clusters Score -3673343 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3673899.250000 Penalty: 5090.990723
	Iteration 12Q: 3 clusters Score -3673899 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3674306.000000 Penalty: 5090.990723
	Iteration 13Q: 3 clusters Score -3674306 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3674521.250000 Penalty: 5090.990723
	Iteration 14Q: 3 clusters Score -3674521 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3674695.000000 Penalty: 5090.990723
	Iteration 15Q: 3 clusters Score -3674695 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3674855.750000 Penalty: 5090.990723
	Iteration 16Q: 3 clusters Score -3674856 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3674970.500000 Penalty: 5090.990723
	Iteration 17Q: 3 clusters Score -3674970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3675041.500000 Penalty: 5090.990723
	Iteration 18Q: 3 clusters Score -3675042 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3675096.500000 Penalty: 5090.990723
	Iteration 19Q: 3 clusters Score -3675096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3675132.000000 Penalty: 5090.990723
	Iteration 20F: 3 clusters Score -3675132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3675158.750000 Penalty: 5090.990723
	Iteration 21Q: 3 clusters Score -3675159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3675174.750000 Penalty: 5090.990723
	Iteration 22Q: 3 clusters Score -3675175 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3675191.000000 Penalty: 5090.990723
	Iteration 23Q: 3 clusters Score -3675191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3675206.250000 Penalty: 5090.990723
	Iteration 24Q: 3 clusters Score -3675206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3675235.500000 Penalty: 5090.990723
	Iteration 25Q: 3 clusters Score -3675236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3675245.500000 Penalty: 5090.990723
	Iteration 26Q: 3 clusters Score -3675246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3675255.250000 Penalty: 5090.990723
	Iteration 27Q: 3 clusters Score -3675255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3675266.000000 Penalty: 5090.990723
	Iteration 28Q: 3 clusters Score -3675266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3675271.750000 Penalty: 5090.990723
	Iteration 29Q: 3 clusters Score -3675272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3675272.250000 Penalty: 5090.990723
	Iteration 30Q: 3 clusters Score -3675272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3675280.500000 Penalty: 5090.990723
	Iteration 31Q: 3 clusters Score -3675280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3675284.500000 Penalty: 5090.990723
	Iteration 32Q: 3 clusters Score -3675284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3675298.000000 Penalty: 5090.990723
	Iteration 33Q: 3 clusters Score -3675298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3675299.000000 Penalty: 5090.990723
	Iteration 34Q: 3 clusters Score -3675299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3675302.750000 Penalty: 5090.990723
	Iteration 35Q: 3 clusters Score -3675303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3675321.750000 Penalty: 5090.990723
	Iteration 36Q: 3 clusters Score -3675322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3675317.500000 Penalty: 5090.990723
	Iteration 37Q: 3 clusters Score -3675318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3675324.500000 Penalty: 5090.990723
	Iteration 38Q: 3 clusters Score -3675324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3675334.250000 Penalty: 5090.990723
	Iteration 39Q: 3 clusters Score -3675334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3675337.000000 Penalty: 5090.990723
	Iteration 40F: 3 clusters Score -3675337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3675350.250000 Penalty: 5090.990723
	Iteration 41Q: 3 clusters Score -3675350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3675355.250000 Penalty: 5090.990723
	Iteration 42Q: 3 clusters Score -3675355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3675375.000000 Penalty: 5090.990723
	Iteration 43Q: 3 clusters Score -3675375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3675376.000000 Penalty: 5090.990723
	Iteration 44Q: 3 clusters Score -3675376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3675372.500000 Penalty: 5090.990723
	Iteration 45Q: 3 clusters Score -3675372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3675376.750000 Penalty: 5090.990723
	Iteration 46Q: 3 clusters Score -3675377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3675391.500000 Penalty: 5090.990723
	Iteration 47Q: 3 clusters Score -3675392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3675395.500000 Penalty: 5090.990723
	Iteration 48Q: 3 clusters Score -3675396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3675400.250000 Penalty: 5090.990723
	Iteration 49Q: 3 clusters Score -3675400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3675399.750000 Penalty: 5090.990723
	Iteration 50Q: 3 clusters Score -3675400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3675408.000000 Penalty: 5090.990723
	Iteration 51Q: 3 clusters Score -3675408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3675413.000000 Penalty: 5090.990723
	Iteration 52Q: 3 clusters Score -3675413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3675415.500000 Penalty: 5090.990723
	Iteration 53Q: 3 clusters Score -3675416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3675422.250000 Penalty: 5090.990723
	Iteration 54Q: 3 clusters Score -3675422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3675422.250000 Penalty: 5090.990723
	Iteration 55Q: 3 clusters Score -3675422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3675428.500000 Penalty: 5090.990723
	Iteration 56Q: 3 clusters Score -3675428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3675440.750000 Penalty: 5090.990723
	Iteration 57Q: 3 clusters Score -3675441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3675450.000000 Penalty: 5090.990723
	Iteration 58Q: 3 clusters Score -3675450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3675453.250000 Penalty: 5090.990723
	Iteration 59Q: 3 clusters Score -3675453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3675453.750000 Penalty: 5090.990723
	Iteration 60F: 3 clusters Score -3675454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3675453.000000 Penalty: 5090.990723
	Iteration 61Q: 3 clusters Score -3675453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3675458.000000 Penalty: 5090.990723
	Iteration 62Q: 3 clusters Score -3675458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3675457.000000 Penalty: 5090.990723
	Iteration 63Q: 3 clusters Score -3675457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3675464.000000 Penalty: 5090.990723
	Iteration 64Q: 3 clusters Score -3675464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3675466.000000 Penalty: 5090.990723
	Iteration 65Q: 3 clusters Score -3675466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3675458.250000 Penalty: 5090.990723
	Iteration 66Q: 3 clusters Score -3675458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3675457.500000 Penalty: 5090.990723
	Iteration 67Q: 3 clusters Score -3675458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3675456.750000 Penalty: 5090.990723
	Iteration 68Q: 3 clusters Score -3675457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3675452.250000 Penalty: 5090.990723
	Iteration 69Q: 3 clusters Score -3675452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3675452.250000 Penalty: 5090.990723
	Iteration 70Q: 3 clusters Score -3675452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3675455.750000 Penalty: 5090.990723
	Iteration 71Q: 3 clusters Score -3675456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3675458.250000 Penalty: 5090.990723
	Iteration 72Q: 3 clusters Score -3675458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3675462.750000 Penalty: 5090.990723
	Iteration 73Q: 3 clusters Score -3675463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3675463.750000 Penalty: 5090.990723
	Iteration 74Q: 3 clusters Score -3675464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3675463.250000 Penalty: 5090.990723
	Iteration 75Q: 3 clusters Score -3675463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3675461.500000 Penalty: 5090.990723
	Iteration 76Q: 3 clusters Score -3675462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3675458.250000 Penalty: 5090.990723
	Iteration 77Q: 3 clusters Score -3675458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3675456.000000 Penalty: 5090.990723
	Iteration 78Q: 3 clusters Score -3675456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3675458.750000 Penalty: 5090.990723
	Iteration 79Q: 3 clusters Score -3675459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3675461.250000 Penalty: 5090.990723
	Iteration 80F: 3 clusters Score -3675461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112632.843750 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112632.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112946.265625 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112946.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113074.062500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113074.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113212.382812 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -113212.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113565.406250 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -113565.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113867.882812 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -113867.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113999.992188 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114116.992188 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114182.531250 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114236.046875 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114277.796875 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114318.968750 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -114344.710938 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114344.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114369.054688 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114380.046875 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114387.179688 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114387.703125 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114388.312500 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114388.312500 Penalty: 3412.160645
	Iteration 18F: 3 clusters Score -114388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (161198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Entering Unmasked Estep 
Score: -21499620.000000 Penalty: 2973.616455
	Iteration 0F: 2 clusters Score -2.149962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -21397454.000000 Penalty: 5947.232910
	Iteration 0F: 3 clusters Score -2.139745e+07 nChanged 77037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -21442610.000000 Penalty: 5947.232910
	Iteration 1F: 3 clusters Score -2.144261e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -21444004.000000 Penalty: 5947.232910
	Iteration 2Q: 3 clusters Score -2.1444e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -21445998.000000 Penalty: 5947.232910
	Iteration 3Q: 3 clusters Score -2.1446e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91156 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -21448996.000000 Penalty: 5947.232910
	Iteration 4Q: 3 clusters Score -2.1449e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -21453832.000000 Penalty: 5947.232910
	Iteration 5F: 3 clusters Score -2.145383e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105343 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -21461270.000000 Penalty: 5947.232910
	Iteration 6F: 3 clusters Score -2.146127e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -21471122.000000 Penalty: 5947.232910
	Iteration 7F: 3 clusters Score -2.147112e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -21480944.000000 Penalty: 5947.232910
	Iteration 8F: 3 clusters Score -2.148094e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -21487200.000000 Penalty: 5947.232910
	Iteration 9F: 3 clusters Score -2.14872e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -21490256.000000 Penalty: 5947.232910
	Iteration 10Q: 3 clusters Score -2.149026e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -21491718.000000 Penalty: 5947.232910
	Iteration 11Q: 3 clusters Score -2.149172e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138592 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -21492628.000000 Penalty: 5947.232910
	Iteration 12Q: 3 clusters Score -2.149263e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140749 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -21493362.000000 Penalty: 5947.232910
	Iteration 13Q: 3 clusters Score -2.149336e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -21493898.000000 Penalty: 5947.232910
	Iteration 14Q: 3 clusters Score -2.14939e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -21494386.000000 Penalty: 5947.232910
	Iteration 15Q: 3 clusters Score -2.149439e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -21494864.000000 Penalty: 5947.232910
	Iteration 16Q: 3 clusters Score -2.149486e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -21495318.000000 Penalty: 5947.232910
	Iteration 17Q: 3 clusters Score -2.149532e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -21495614.000000 Penalty: 5947.232910
	Iteration 18Q: 3 clusters Score -2.149561e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150637 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -21496004.000000 Penalty: 5947.232910
	Iteration 19Q: 3 clusters Score -2.1496e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151762 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -21496376.000000 Penalty: 5947.232910
	Iteration 20F: 3 clusters Score -2.149638e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -21496538.000000 Penalty: 5947.232910
	Iteration 21Q: 3 clusters Score -2.149654e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -21496816.000000 Penalty: 5947.232910
	Iteration 22Q: 3 clusters Score -2.149682e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -21496998.000000 Penalty: 5947.232910
	Iteration 23Q: 3 clusters Score -2.1497e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -21497130.000000 Penalty: 5947.232910
	Iteration 24Q: 3 clusters Score -2.149713e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -21497204.000000 Penalty: 5947.232910
	Iteration 25Q: 3 clusters Score -2.14972e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -21497268.000000 Penalty: 5947.232910
	Iteration 26Q: 3 clusters Score -2.149727e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156634 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -21497374.000000 Penalty: 5947.232910
	Iteration 27Q: 3 clusters Score -2.149737e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -21497416.000000 Penalty: 5947.232910
	Iteration 28Q: 3 clusters Score -2.149742e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -21497420.000000 Penalty: 5947.232910
	Iteration 29Q: 3 clusters Score -2.149742e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21497540.000000 Penalty: 5947.232910
	Iteration 30Q: 3 clusters Score -2.149754e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21497582.000000 Penalty: 5947.232910
	Iteration 31Q: 3 clusters Score -2.149758e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -21497694.000000 Penalty: 5947.232910
	Iteration 32Q: 3 clusters Score -2.149769e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21497684.000000 Penalty: 5947.232910
	Iteration 33Q: 3 clusters Score -2.149768e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -21497704.000000 Penalty: 5947.232910
	Iteration 34Q: 3 clusters Score -2.14977e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21497736.000000 Penalty: 5947.232910
	Iteration 35Q: 3 clusters Score -2.149774e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158728 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -21497728.000000 Penalty: 5947.232910
	Iteration 36Q: 3 clusters Score -2.149773e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21497738.000000 Penalty: 5947.232910
	Iteration 37Q: 3 clusters Score -2.149774e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21497768.000000 Penalty: 5947.232910
	Iteration 38Q: 3 clusters Score -2.149777e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -21497752.000000 Penalty: 5947.232910
	Iteration 39Q: 3 clusters Score -2.149775e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21497750.000000 Penalty: 5947.232910
	Iteration 40F: 3 clusters Score -2.149775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21497740.000000 Penalty: 5947.232910
	Iteration 41Q: 3 clusters Score -2.149774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21497748.000000 Penalty: 5947.232910
	Iteration 42Q: 3 clusters Score -2.149775e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -21497748.000000 Penalty: 5947.232910
	Iteration 43Q: 3 clusters Score -2.149775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159110 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21497732.000000 Penalty: 5947.232910
	Iteration 44Q: 3 clusters Score -2.149773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21497720.000000 Penalty: 5947.232910
	Iteration 45Q: 3 clusters Score -2.149772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159146 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -21497698.000000 Penalty: 5947.232910
	Iteration 46Q: 3 clusters Score -2.14977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21497712.000000 Penalty: 5947.232910
	Iteration 47Q: 3 clusters Score -2.149771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21497708.000000 Penalty: 5947.232910
	Iteration 48Q: 3 clusters Score -2.149771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21497712.000000 Penalty: 5947.232910
	Iteration 49Q: 3 clusters Score -2.149771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21497726.000000 Penalty: 5947.232910
	Iteration 50Q: 3 clusters Score -2.149773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21497730.000000 Penalty: 5947.232910
	Iteration 51Q: 3 clusters Score -2.149773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21497720.000000 Penalty: 5947.232910
	Iteration 52Q: 3 clusters Score -2.149772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -21497714.000000 Penalty: 5947.232910
	Iteration 53Q: 3 clusters Score -2.149771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21497708.000000 Penalty: 5947.232910
	Iteration 54Q: 3 clusters Score -2.149771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159198 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21497716.000000 Penalty: 5947.232910
	Iteration 55Q: 3 clusters Score -2.149772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159199 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21497714.000000 Penalty: 5947.232910
	Iteration 56Q: 3 clusters Score -2.149771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21497716.000000 Penalty: 5947.232910
	Iteration 57Q: 3 clusters Score -2.149772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -21497710.000000 Penalty: 5947.232910
	Iteration 58Q: 3 clusters Score -2.149771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21497714.000000 Penalty: 5947.232910
	Iteration 59Q: 3 clusters Score -2.149771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21497718.000000 Penalty: 5947.232910
	Iteration 60F: 3 clusters Score -2.149772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21497720.000000 Penalty: 5947.232910
	Iteration 61Q: 3 clusters Score -2.149772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21497720.000000 Penalty: 5947.232910
	Iteration 62F: 3 clusters Score -2.149772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -190105.500000 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -190105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187820.234375 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -187820.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188156.750000 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -188156.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188262.781250 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -188262.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -188316.921875 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -188316.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188350.140625 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -188350.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188372.468750 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -188372.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188386.781250 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -188386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188399.609375 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -188399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188404.687500 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -188404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188408.343750 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -188408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188411.546875 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -188411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188414.812500 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -188414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188415.921875 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -188415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188416.421875 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -188416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188419.109375 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -188419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188421.078125 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -188421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188422.125000 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -188422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188422.406250 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -188422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188423.765625 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -188423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188425.437500 Penalty: 3612.249512
	Iteration 19Q: 3 clusters Score -188425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -188426.750000 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -188426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Entering Unmasked Estep 
Score: -4445506.000000 Penalty: 2586.102295
	Iteration 0F: 2 clusters Score -4445506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4422502.000000 Penalty: 5172.204590
	Iteration 0F: 3 clusters Score -4422502 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4430792.000000 Penalty: 5172.204590
	Iteration 1F: 3 clusters Score -4430792 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4431171.500000 Penalty: 5172.204590
	Iteration 2Q: 3 clusters Score -4431172 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4431548.000000 Penalty: 5172.204590
	Iteration 3Q: 3 clusters Score -4431548 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4431958.500000 Penalty: 5172.204590
	Iteration 4Q: 3 clusters Score -4431958 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4432522.000000 Penalty: 5172.204590
	Iteration 5Q: 3 clusters Score -4432522 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4433316.000000 Penalty: 5172.204590
	Iteration 6Q: 3 clusters Score -4433316 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4434471.000000 Penalty: 5172.204590
	Iteration 7F: 3 clusters Score -4434471 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4436156.000000 Penalty: 5172.204590
	Iteration 8F: 3 clusters Score -4436156 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4438243.000000 Penalty: 5172.204590
	Iteration 9F: 3 clusters Score -4438243 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4440195.500000 Penalty: 5172.204590
	Iteration 10F: 3 clusters Score -4440196 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4441673.500000 Penalty: 5172.204590
	Iteration 11Q: 3 clusters Score -4441674 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4442439.000000 Penalty: 5172.204590
	Iteration 12Q: 3 clusters Score -4442439 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4442800.000000 Penalty: 5172.204590
	Iteration 13Q: 3 clusters Score -4442800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4443004.500000 Penalty: 5172.204590
	Iteration 14Q: 3 clusters Score -4443004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4443106.500000 Penalty: 5172.204590
	Iteration 15Q: 3 clusters Score -4443106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4443156.500000 Penalty: 5172.204590
	Iteration 16Q: 3 clusters Score -4443156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4443187.500000 Penalty: 5172.204590
	Iteration 17Q: 3 clusters Score -4443188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4443202.500000 Penalty: 5172.204590
	Iteration 18Q: 3 clusters Score -4443202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4443215.000000 Penalty: 5172.204590
	Iteration 19Q: 3 clusters Score -4443215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4443224.000000 Penalty: 5172.204590
	Iteration 20F: 3 clusters Score -4443224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4443229.500000 Penalty: 5172.204590
	Iteration 21Q: 3 clusters Score -4443230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4443233.000000 Penalty: 5172.204590
	Iteration 22Q: 3 clusters Score -4443233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4443233.000000 Penalty: 5172.204590
	Iteration 23Q: 3 clusters Score -4443233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4443240.000000 Penalty: 5172.204590
	Iteration 24Q: 3 clusters Score -4443240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4443242.500000 Penalty: 5172.204590
	Iteration 25Q: 3 clusters Score -4443242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4443242.500000 Penalty: 5172.204590
	Iteration 26Q: 3 clusters Score -4443242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4443242.500000 Penalty: 5172.204590
	Iteration 27F: 3 clusters Score -4443242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -127385.382812 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -127385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125437.648438 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -125437.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125953.289062 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -125953.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126293.125000 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -126293.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126533.351562 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -126533.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -126774.179688 Penalty: 3457.947754
	Iteration 4F: 3 clusters Score -126774.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -127038.101562 Penalty: 3457.947754
	Iteration 5F: 3 clusters Score -127038.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -127358.718750 Penalty: 3457.947754
	Iteration 6F: 3 clusters Score -127358.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -127624.671875 Penalty: 3457.947754
	Iteration 7F: 3 clusters Score -127624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -127693.101562 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -127693.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127769.953125 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -127770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127810.632812 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -127810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -127852.835938 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -127852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -127868.359375 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -127868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -127871.414062 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -127871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -127871.414062 Penalty: 3457.947754
	Iteration 14F: 3 clusters Score -127871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33787 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 270 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71017 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 45478 members 
Mstep: Class 15 contains 27134 members 
Mstep: Class 16 contains 173075 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 165786 members 
Mstep: Class 21 contains 42210 members 
Mstep: Class 22 contains 203022 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
Score: -135259744.000000 Penalty: 72127.992188
Splitting cluster 9 changes total score from -135260720.000000 to -135259744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -356937.468750 Penalty: 1977.939941
	Iteration 0F: 2 clusters Score -356937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -353687.187500 Penalty: 3955.879883
	Iteration 0F: 3 clusters Score -353687.2 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -354436.781250 Penalty: 3955.879883
	Iteration 1F: 3 clusters Score -354436.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354694.593750 Penalty: 3955.879883
	Iteration 2F: 3 clusters Score -354694.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -354865.750000 Penalty: 3955.879883
	Iteration 3F: 3 clusters Score -354865.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -354985.781250 Penalty: 3955.879883
	Iteration 4Q: 3 clusters Score -354985.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -355074.750000 Penalty: 3955.879883
	Iteration 5Q: 3 clusters Score -355074.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -355172.281250 Penalty: 3955.879883
	Iteration 6Q: 3 clusters Score -355172.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -355259.343750 Penalty: 3955.879883
	Iteration 7Q: 3 clusters Score -355259.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -355325.062500 Penalty: 3955.879883
	Iteration 8Q: 3 clusters Score -355325.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -355389.500000 Penalty: 3955.879883
	Iteration 9Q: 3 clusters Score -355389.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -355433.312500 Penalty: 3955.879883
	Iteration 10Q: 3 clusters Score -355433.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -355477.406250 Penalty: 3955.879883
	Iteration 11Q: 3 clusters Score -355477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -355518.687500 Penalty: 3955.879883
	Iteration 12Q: 3 clusters Score -355518.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -355556.250000 Penalty: 3955.879883
	Iteration 13Q: 3 clusters Score -355556.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355591.437500 Penalty: 3955.879883
	Iteration 14Q: 3 clusters Score -355591.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355623.875000 Penalty: 3955.879883
	Iteration 15Q: 3 clusters Score -355623.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -355648.218750 Penalty: 3955.879883
	Iteration 16Q: 3 clusters Score -355648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355662.000000 Penalty: 3955.879883
	Iteration 17Q: 3 clusters Score -355662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -355671.250000 Penalty: 3955.879883
	Iteration 18Q: 3 clusters Score -355671.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355679.906250 Penalty: 3955.879883
	Iteration 19Q: 3 clusters Score -355679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -355687.468750 Penalty: 3955.879883
	Iteration 20F: 3 clusters Score -355687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -355693.062500 Penalty: 3955.879883
	Iteration 21Q: 3 clusters Score -355693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -355698.281250 Penalty: 3955.879883
	Iteration 22Q: 3 clusters Score -355698.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -355705.468750 Penalty: 3955.879883
	Iteration 23Q: 3 clusters Score -355705.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -355712.812500 Penalty: 3955.879883
	Iteration 24Q: 3 clusters Score -355712.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -355726.281250 Penalty: 3955.879883
	Iteration 25Q: 3 clusters Score -355726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -355736.875000 Penalty: 3955.879883
	Iteration 26Q: 3 clusters Score -355736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -355746.062500 Penalty: 3955.879883
	Iteration 27Q: 3 clusters Score -355746.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -355756.468750 Penalty: 3955.879883
	Iteration 28Q: 3 clusters Score -355756.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -355771.375000 Penalty: 3955.879883
	Iteration 29Q: 3 clusters Score -355771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -355785.906250 Penalty: 3955.879883
	Iteration 30Q: 3 clusters Score -355785.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -355800.593750 Penalty: 3955.879883
	Iteration 31Q: 3 clusters Score -355800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -355819.687500 Penalty: 3955.879883
	Iteration 32Q: 3 clusters Score -355819.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -355832.937500 Penalty: 3955.879883
	Iteration 33Q: 3 clusters Score -355832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -355844.125000 Penalty: 3955.879883
	Iteration 34Q: 3 clusters Score -355844.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -355853.437500 Penalty: 3955.879883
	Iteration 35Q: 3 clusters Score -355853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -355862.656250 Penalty: 3955.879883
	Iteration 36Q: 3 clusters Score -355862.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -355871.062500 Penalty: 3955.879883
	Iteration 37Q: 3 clusters Score -355871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -355875.468750 Penalty: 3955.879883
	Iteration 38Q: 3 clusters Score -355875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -355879.687500 Penalty: 3955.879883
	Iteration 39Q: 3 clusters Score -355879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -355885.812500 Penalty: 3955.879883
	Iteration 40F: 3 clusters Score -355885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -355889.593750 Penalty: 3955.879883
	Iteration 41Q: 3 clusters Score -355889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355892.531250 Penalty: 3955.879883
	Iteration 42Q: 3 clusters Score -355892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -355896.750000 Penalty: 3955.879883
	Iteration 43Q: 3 clusters Score -355896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -355902.812500 Penalty: 3955.879883
	Iteration 44Q: 3 clusters Score -355902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -355906.406250 Penalty: 3955.879883
	Iteration 45Q: 3 clusters Score -355906.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -355912.781250 Penalty: 3955.879883
	Iteration 46Q: 3 clusters Score -355912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -355916.593750 Penalty: 3955.879883
	Iteration 47Q: 3 clusters Score -355916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355918.343750 Penalty: 3955.879883
	Iteration 48Q: 3 clusters Score -355918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -355919.406250 Penalty: 3955.879883
	Iteration 49Q: 3 clusters Score -355919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -355920.125000 Penalty: 3955.879883
	Iteration 50Q: 3 clusters Score -355920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -355922.062500 Penalty: 3955.879883
	Iteration 51Q: 3 clusters Score -355922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -355922.062500 Penalty: 3955.879883
	Iteration 52Q: 3 clusters Score -355922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -355922.343750 Penalty: 3955.879883
	Iteration 53Q: 3 clusters Score -355922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -355922.531250 Penalty: 3955.879883
	Iteration 54Q: 3 clusters Score -355922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -355923.687500 Penalty: 3955.879883
	Iteration 55Q: 3 clusters Score -355923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -355925.250000 Penalty: 3955.879883
	Iteration 56Q: 3 clusters Score -355925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355926.750000 Penalty: 3955.879883
	Iteration 57Q: 3 clusters Score -355926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -355929.937500 Penalty: 3955.879883
	Iteration 58Q: 3 clusters Score -355929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -355931.906250 Penalty: 3955.879883
	Iteration 59Q: 3 clusters Score -355931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -355933.625000 Penalty: 3955.879883
	Iteration 60F: 3 clusters Score -355933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355934.812500 Penalty: 3955.879883
	Iteration 61Q: 3 clusters Score -355934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355936.125000 Penalty: 3955.879883
	Iteration 62Q: 3 clusters Score -355936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -355936.281250 Penalty: 3955.879883
	Iteration 63Q: 3 clusters Score -355936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -355936.281250 Penalty: 3955.879883
	Iteration 64F: 3 clusters Score -355936.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Entering Unmasked Estep 
Score: -9520389.000000 Penalty: 2770.327148
	Iteration 0F: 2 clusters Score -9520389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -9472758.000000 Penalty: 5540.654297
	Iteration 0F: 3 clusters Score -9472758 nChanged 33172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -9491136.000000 Penalty: 5540.654297
	Iteration 1F: 3 clusters Score -9491136 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -9491681.000000 Penalty: 5540.654297
	Iteration 2Q: 3 clusters Score -9491681 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -9492335.000000 Penalty: 5540.654297
	Iteration 3Q: 3 clusters Score -9492335 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -9493047.000000 Penalty: 5540.654297
	Iteration 4Q: 3 clusters Score -9493047 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -9494133.000000 Penalty: 5540.654297
	Iteration 5Q: 3 clusters Score -9494133 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -9495724.000000 Penalty: 5540.654297
	Iteration 6Q: 3 clusters Score -9495724 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -9498369.000000 Penalty: 5540.654297
	Iteration 7F: 3 clusters Score -9498369 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -9502379.000000 Penalty: 5540.654297
	Iteration 8F: 3 clusters Score -9502379 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -9507392.000000 Penalty: 5540.654297
	Iteration 9F: 3 clusters Score -9507392 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -9511721.000000 Penalty: 5540.654297
	Iteration 10F: 3 clusters Score -9511721 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -9514145.000000 Penalty: 5540.654297
	Iteration 11Q: 3 clusters Score -9514145 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -9515090.000000 Penalty: 5540.654297
	Iteration 12Q: 3 clusters Score -9515090 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -9515511.000000 Penalty: 5540.654297
	Iteration 13Q: 3 clusters Score -9515511 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -9515823.000000 Penalty: 5540.654297
	Iteration 14Q: 3 clusters Score -9515823 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -9516118.000000 Penalty: 5540.654297
	Iteration 15Q: 3 clusters Score -9516118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9516340.000000 Penalty: 5540.654297
	Iteration 16Q: 3 clusters Score -9516340 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -9516496.000000 Penalty: 5540.654297
	Iteration 17Q: 3 clusters Score -9516496 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -9516687.000000 Penalty: 5540.654297
	Iteration 18Q: 3 clusters Score -9516687 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9516843.000000 Penalty: 5540.654297
	Iteration 19Q: 3 clusters Score -9516843 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -9517001.000000 Penalty: 5540.654297
	Iteration 20F: 3 clusters Score -9517001 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -9517099.000000 Penalty: 5540.654297
	Iteration 21Q: 3 clusters Score -9517099 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -9517214.000000 Penalty: 5540.654297
	Iteration 22Q: 3 clusters Score -9517214 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -9517263.000000 Penalty: 5540.654297
	Iteration 23Q: 3 clusters Score -9517263 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -9517325.000000 Penalty: 5540.654297
	Iteration 24Q: 3 clusters Score -9517325 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -9517463.000000 Penalty: 5540.654297
	Iteration 25Q: 3 clusters Score -9517463 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -9517515.000000 Penalty: 5540.654297
	Iteration 26Q: 3 clusters Score -9517515 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -9517571.000000 Penalty: 5540.654297
	Iteration 27Q: 3 clusters Score -9517571 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -9517625.000000 Penalty: 5540.654297
	Iteration 28Q: 3 clusters Score -9517625 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -9517635.000000 Penalty: 5540.654297
	Iteration 29Q: 3 clusters Score -9517635 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -9517660.000000 Penalty: 5540.654297
	Iteration 30Q: 3 clusters Score -9517660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9517717.000000 Penalty: 5540.654297
	Iteration 31Q: 3 clusters Score -9517717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9517757.000000 Penalty: 5540.654297
	Iteration 32Q: 3 clusters Score -9517757 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9517800.000000 Penalty: 5540.654297
	Iteration 33Q: 3 clusters Score -9517800 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9517869.000000 Penalty: 5540.654297
	Iteration 34Q: 3 clusters Score -9517869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9517929.000000 Penalty: 5540.654297
	Iteration 35Q: 3 clusters Score -9517929 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9517938.000000 Penalty: 5540.654297
	Iteration 36Q: 3 clusters Score -9517938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9517955.000000 Penalty: 5540.654297
	Iteration 37Q: 3 clusters Score -9517955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9517985.000000 Penalty: 5540.654297
	Iteration 38Q: 3 clusters Score -9517985 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9518029.000000 Penalty: 5540.654297
	Iteration 39Q: 3 clusters Score -9518029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9518041.000000 Penalty: 5540.654297
	Iteration 40F: 3 clusters Score -9518041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9518053.000000 Penalty: 5540.654297
	Iteration 41Q: 3 clusters Score -9518053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9518083.000000 Penalty: 5540.654297
	Iteration 42Q: 3 clusters Score -9518083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9518089.000000 Penalty: 5540.654297
	Iteration 43Q: 3 clusters Score -9518089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -9518101.000000 Penalty: 5540.654297
	Iteration 44Q: 3 clusters Score -9518101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9518100.000000 Penalty: 5540.654297
	Iteration 45Q: 3 clusters Score -9518100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9518117.000000 Penalty: 5540.654297
	Iteration 46Q: 3 clusters Score -9518117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9518133.000000 Penalty: 5540.654297
	Iteration 47Q: 3 clusters Score -9518133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9518127.000000 Penalty: 5540.654297
	Iteration 48Q: 3 clusters Score -9518127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9518130.000000 Penalty: 5540.654297
	Iteration 49Q: 3 clusters Score -9518130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9518144.000000 Penalty: 5540.654297
	Iteration 50Q: 3 clusters Score -9518144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9518147.000000 Penalty: 5540.654297
	Iteration 51Q: 3 clusters Score -9518147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9518155.000000 Penalty: 5540.654297
	Iteration 52Q: 3 clusters Score -9518155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9518149.000000 Penalty: 5540.654297
	Iteration 53Q: 3 clusters Score -9518149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9518150.000000 Penalty: 5540.654297
	Iteration 54Q: 3 clusters Score -9518150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9518158.000000 Penalty: 5540.654297
	Iteration 55Q: 3 clusters Score -9518158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -9518154.000000 Penalty: 5540.654297
	Iteration 56Q: 3 clusters Score -9518154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9518146.000000 Penalty: 5540.654297
	Iteration 57Q: 3 clusters Score -9518146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9518150.000000 Penalty: 5540.654297
	Iteration 58Q: 3 clusters Score -9518150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9518145.000000 Penalty: 5540.654297
	Iteration 59Q: 3 clusters Score -9518145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9518140.000000 Penalty: 5540.654297
	Iteration 60F: 3 clusters Score -9518140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9518143.000000 Penalty: 5540.654297
	Iteration 61Q: 3 clusters Score -9518143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9518147.000000 Penalty: 5540.654297
	Iteration 62Q: 3 clusters Score -9518147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9518147.000000 Penalty: 5540.654297
	Iteration 63Q: 3 clusters Score -9518147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9518153.000000 Penalty: 5540.654297
	Iteration 64Q: 3 clusters Score -9518153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9518150.000000 Penalty: 5540.654297
	Iteration 65Q: 3 clusters Score -9518150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9518143.000000 Penalty: 5540.654297
	Iteration 66Q: 3 clusters Score -9518143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9518145.000000 Penalty: 5540.654297
	Iteration 67Q: 3 clusters Score -9518145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9518148.000000 Penalty: 5540.654297
	Iteration 68Q: 3 clusters Score -9518148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9518138.000000 Penalty: 5540.654297
	Iteration 69Q: 3 clusters Score -9518138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9518158.000000 Penalty: 5540.654297
	Iteration 70Q: 3 clusters Score -9518158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9518164.000000 Penalty: 5540.654297
	Iteration 71Q: 3 clusters Score -9518164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9518154.000000 Penalty: 5540.654297
	Iteration 72Q: 3 clusters Score -9518154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9518155.000000 Penalty: 5540.654297
	Iteration 73Q: 3 clusters Score -9518155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9518164.000000 Penalty: 5540.654297
	Iteration 74Q: 3 clusters Score -9518164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9518169.000000 Penalty: 5540.654297
	Iteration 75Q: 3 clusters Score -9518169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9518162.000000 Penalty: 5540.654297
	Iteration 76Q: 3 clusters Score -9518162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9518162.000000 Penalty: 5540.654297
	Iteration 77Q: 3 clusters Score -9518162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9518168.000000 Penalty: 5540.654297
	Iteration 78Q: 3 clusters Score -9518168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9518167.000000 Penalty: 5540.654297
	Iteration 79Q: 3 clusters Score -9518167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9518180.000000 Penalty: 5540.654297
	Iteration 80F: 3 clusters Score -9518180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9518176.000000 Penalty: 5540.654297
	Iteration 81Q: 3 clusters Score -9518176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9518174.000000 Penalty: 5540.654297
	Iteration 82Q: 3 clusters Score -9518174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9518174.000000 Penalty: 5540.654297
	Iteration 83F: 3 clusters Score -9518174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Entering Unmasked Estep 
Score: -6509104.500000 Penalty: 2675.152100
	Iteration 0F: 2 clusters Score -6509104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -6476319.500000 Penalty: 5350.304199
	Iteration 0F: 3 clusters Score -6476320 nChanged 22426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6488861.000000 Penalty: 5350.304199
	Iteration 1F: 3 clusters Score -6488861 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -6489392.500000 Penalty: 5350.304199
	Iteration 2Q: 3 clusters Score -6489392 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -6489852.000000 Penalty: 5350.304199
	Iteration 3Q: 3 clusters Score -6489852 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -6490361.500000 Penalty: 5350.304199
	Iteration 4Q: 3 clusters Score -6490362 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6490979.500000 Penalty: 5350.304199
	Iteration 5Q: 3 clusters Score -6490980 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6491798.500000 Penalty: 5350.304199
	Iteration 6Q: 3 clusters Score -6491798 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -6492859.500000 Penalty: 5350.304199
	Iteration 7Q: 3 clusters Score -6492860 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -6494452.500000 Penalty: 5350.304199
	Iteration 8F: 3 clusters Score -6494452 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -6496541.000000 Penalty: 5350.304199
	Iteration 9F: 3 clusters Score -6496541 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6498846.000000 Penalty: 5350.304199
	Iteration 10F: 3 clusters Score -6498846 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6500541.000000 Penalty: 5350.304199
	Iteration 11F: 3 clusters Score -6500541 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -6501379.500000 Penalty: 5350.304199
	Iteration 12Q: 3 clusters Score -6501380 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6501792.000000 Penalty: 5350.304199
	Iteration 13Q: 3 clusters Score -6501792 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -6502038.500000 Penalty: 5350.304199
	Iteration 14Q: 3 clusters Score -6502038 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6502237.000000 Penalty: 5350.304199
	Iteration 15Q: 3 clusters Score -6502237 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -6502386.500000 Penalty: 5350.304199
	Iteration 16Q: 3 clusters Score -6502386 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6502535.500000 Penalty: 5350.304199
	Iteration 17Q: 3 clusters Score -6502536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6502687.000000 Penalty: 5350.304199
	Iteration 18Q: 3 clusters Score -6502687 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6502826.000000 Penalty: 5350.304199
	Iteration 19Q: 3 clusters Score -6502826 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -6502936.000000 Penalty: 5350.304199
	Iteration 20F: 3 clusters Score -6502936 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6503012.500000 Penalty: 5350.304199
	Iteration 21Q: 3 clusters Score -6503012 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -6503124.500000 Penalty: 5350.304199
	Iteration 22Q: 3 clusters Score -6503124 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -6503199.000000 Penalty: 5350.304199
	Iteration 23Q: 3 clusters Score -6503199 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -6503268.500000 Penalty: 5350.304199
	Iteration 24Q: 3 clusters Score -6503268 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6503347.500000 Penalty: 5350.304199
	Iteration 25Q: 3 clusters Score -6503348 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6503452.500000 Penalty: 5350.304199
	Iteration 26Q: 3 clusters Score -6503452 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -6503549.000000 Penalty: 5350.304199
	Iteration 27Q: 3 clusters Score -6503549 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6503655.500000 Penalty: 5350.304199
	Iteration 28Q: 3 clusters Score -6503656 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -6503742.000000 Penalty: 5350.304199
	Iteration 29Q: 3 clusters Score -6503742 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6503859.500000 Penalty: 5350.304199
	Iteration 30Q: 3 clusters Score -6503860 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6503944.500000 Penalty: 5350.304199
	Iteration 31Q: 3 clusters Score -6503944 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6504005.000000 Penalty: 5350.304199
	Iteration 32Q: 3 clusters Score -6504005 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6504095.000000 Penalty: 5350.304199
	Iteration 33Q: 3 clusters Score -6504095 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -6504168.000000 Penalty: 5350.304199
	Iteration 34Q: 3 clusters Score -6504168 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6504256.000000 Penalty: 5350.304199
	Iteration 35Q: 3 clusters Score -6504256 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -6504357.500000 Penalty: 5350.304199
	Iteration 36Q: 3 clusters Score -6504358 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -6504433.000000 Penalty: 5350.304199
	Iteration 37Q: 3 clusters Score -6504433 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6504530.000000 Penalty: 5350.304199
	Iteration 38Q: 3 clusters Score -6504530 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -6504648.000000 Penalty: 5350.304199
	Iteration 39Q: 3 clusters Score -6504648 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -6504731.500000 Penalty: 5350.304199
	Iteration 40F: 3 clusters Score -6504732 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6504811.500000 Penalty: 5350.304199
	Iteration 41Q: 3 clusters Score -6504812 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -6504913.000000 Penalty: 5350.304199
	Iteration 42Q: 3 clusters Score -6504913 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6505046.000000 Penalty: 5350.304199
	Iteration 43Q: 3 clusters Score -6505046 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -6505201.000000 Penalty: 5350.304199
	Iteration 44Q: 3 clusters Score -6505201 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6505242.000000 Penalty: 5350.304199
	Iteration 45Q: 3 clusters Score -6505242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -6505317.000000 Penalty: 5350.304199
	Iteration 46Q: 3 clusters Score -6505317 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6505407.000000 Penalty: 5350.304199
	Iteration 47Q: 3 clusters Score -6505407 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -6505487.000000 Penalty: 5350.304199
	Iteration 48Q: 3 clusters Score -6505487 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6505580.500000 Penalty: 5350.304199
	Iteration 49Q: 3 clusters Score -6505580 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -6505667.500000 Penalty: 5350.304199
	Iteration 50Q: 3 clusters Score -6505668 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6505758 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6505868 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6505946 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6506018.000000 Penalty: 5350.304199
	Iteration 54Q: 3 clusters Score -6506018 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6506076 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -6506140.500000 Penalty: 5350.304199
	Iteration 56Q: 3 clusters Score -6506140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -6506190.500000 Penalty: 5350.304199
	Iteration 57Q: 3 clusters Score -6506190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -6506261.000000 Penalty: 5350.304199
	Iteration 58Q: 3 clusters Score -6506261 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6506290.500000 Penalty: 5350.304199
	Iteration 59Q: 3 clusters Score -6506290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6506357.500000 Penalty: 5350.304199
	Iteration 60F: 3 clusters Score -6506358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6506368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6506418 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6506469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6506504 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6506556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6506582 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6506633 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6506692.500000 Penalty: 5350.304199
	Iteration 68Q: 3 clusters Score -6506692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -6506724.500000 Penalty: 5350.304199
	Iteration 69Q: 3 clusters Score -6506724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6506750.000000 Penalty: 5350.304199
	Iteration 70Q: 3 clusters Score -6506750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6506784.000000 Penalty: 5350.304199
	Iteration 71Q: 3 clusters Score -6506784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6506810.000000 Penalty: 5350.304199
	Iteration 72Q: 3 clusters Score -6506810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6506822.000000 Penalty: 5350.304199
	Iteration 73Q: 3 clusters Score -6506822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6506836.500000 Penalty: 5350.304199
	Iteration 74Q: 3 clusters Score -6506836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -6506845.000000 Penalty: 5350.304199
	Iteration 75Q: 3 clusters Score -6506845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -6506865.000000 Penalty: 5350.304199
	Iteration 76Q: 3 clusters Score -6506865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6506860.000000 Penalty: 5350.304199
	Iteration 77Q: 3 clusters Score -6506860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6506863.500000 Penalty: 5350.304199
	Iteration 78Q: 3 clusters Score -6506864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6506869.500000 Penalty: 5350.304199
	Iteration 79Q: 3 clusters Score -6506870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -6506875.000000 Penalty: 5350.304199
	Iteration 80F: 3 clusters Score -6506875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6506881.000000 Penalty: 5350.304199
	Iteration 81Q: 3 clusters Score -6506881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6506887.500000 Penalty: 5350.304199
	Iteration 82Q: 3 clusters Score -6506888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6506893.000000 Penalty: 5350.304199
	Iteration 83Q: 3 clusters Score -6506893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6506904.000000 Penalty: 5350.304199
	Iteration 84Q: 3 clusters Score -6506904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -6506929.000000 Penalty: 5350.304199
	Iteration 85Q: 3 clusters Score -6506929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6506944.000000 Penalty: 5350.304199
	Iteration 86Q: 3 clusters Score -6506944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -6506950.000000 Penalty: 5350.304199
	Iteration 87Q: 3 clusters Score -6506950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6506951.500000 Penalty: 5350.304199
	Iteration 88Q: 3 clusters Score -6506952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6506949.500000 Penalty: 5350.304199
	Iteration 89Q: 3 clusters Score -6506950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6506966.000000 Penalty: 5350.304199
	Iteration 90Q: 3 clusters Score -6506966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6506990.000000 Penalty: 5350.304199
	Iteration 91Q: 3 clusters Score -6506990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6506987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6506992.000000 Penalty: 5350.304199
	Iteration 93Q: 3 clusters Score -6506992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -6506997.000000 Penalty: 5350.304199
	Iteration 94Q: 3 clusters Score -6506997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6507002.000000 Penalty: 5350.304199
	Iteration 95Q: 3 clusters Score -6507002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6507003.000000 Penalty: 5350.304199
	Iteration 96Q: 3 clusters Score -6507003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6507000.000000 Penalty: 5350.304199
	Iteration 97Q: 3 clusters Score -6507000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -6507001.500000 Penalty: 5350.304199
	Iteration 98Q: 3 clusters Score -6507002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -6507002.000000 Penalty: 5350.304199
	Iteration 99Q: 3 clusters Score -6507002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -6506995.000000 Penalty: 5350.304199
	Iteration 100F: 3 clusters Score -6506995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -6506999.000000 Penalty: 5350.304199
	Iteration 101Q: 3 clusters Score -6506999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -6507001.000000 Penalty: 5350.304199
	Iteration 102Q: 3 clusters Score -6507001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -6507008.500000 Penalty: 5350.304199
	Iteration 103Q: 3 clusters Score -6507008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6507020.000000 Penalty: 5350.304199
	Iteration 104Q: 3 clusters Score -6507020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6507011.500000 Penalty: 5350.304199
	Iteration 105Q: 3 clusters Score -6507012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -6507014.500000 Penalty: 5350.304199
	Iteration 106Q: 3 clusters Score -6507014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -6507009.500000 Penalty: 5350.304199
	Iteration 107Q: 3 clusters Score -6507010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -6507014.500000 Penalty: 5350.304199
	Iteration 108Q: 3 clusters Score -6507014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6507013.000000 Penalty: 5350.304199
	Iteration 109Q: 3 clusters Score -6507013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6507015.500000 Penalty: 5350.304199
	Iteration 110Q: 3 clusters Score -6507016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6507023.000000 Penalty: 5350.304199
	Iteration 111Q: 3 clusters Score -6507023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -6507027.000000 Penalty: 5350.304199
	Iteration 112Q: 3 clusters Score -6507027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6507029.500000 Penalty: 5350.304199
	Iteration 113Q: 3 clusters Score -6507030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6507031.500000 Penalty: 5350.304199
	Iteration 114Q: 3 clusters Score -6507032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6507035.000000 Penalty: 5350.304199
	Iteration 115Q: 3 clusters Score -6507035 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6507035 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -6507035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45478 members 
Entering Unmasked Estep 
Score: -6122167.500000 Penalty: 2659.796143
	Iteration 0F: 2 clusters Score -6122168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6091563 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6103278 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6103854 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6104498 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -6105313.000000 Penalty: 5319.592285
	Iteration 4Q: 3 clusters Score -6105313 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -6106416.500000 Penalty: 5319.592285
	Iteration 5Q: 3 clusters Score -6106416 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -6107778.000000 Penalty: 5319.592285
	Iteration 6F: 3 clusters Score -6107778 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6109746.500000 Penalty: 5319.592285
	Iteration 7F: 3 clusters Score -6109746 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -6112345.000000 Penalty: 5319.592285
	Iteration 8F: 3 clusters Score -6112345 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -6114959.500000 Penalty: 5319.592285
	Iteration 9F: 3 clusters Score -6114960 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6116505.500000 Penalty: 5319.592285
	Iteration 10Q: 3 clusters Score -6116506 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -6117203.000000 Penalty: 5319.592285
	Iteration 11Q: 3 clusters Score -6117203 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -6117526.000000 Penalty: 5319.592285
	Iteration 12Q: 3 clusters Score -6117526 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -6117709.000000 Penalty: 5319.592285
	Iteration 13Q: 3 clusters Score -6117709 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -6117898.500000 Penalty: 5319.592285
	Iteration 14Q: 3 clusters Score -6117898 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6118053.000000 Penalty: 5319.592285
	Iteration 15Q: 3 clusters Score -6118053 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -6118234.000000 Penalty: 5319.592285
	Iteration 16Q: 3 clusters Score -6118234 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -6118385.000000 Penalty: 5319.592285
	Iteration 17Q: 3 clusters Score -6118385 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6118526.000000 Penalty: 5319.592285
	Iteration 18Q: 3 clusters Score -6118526 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -6118639.000000 Penalty: 5319.592285
	Iteration 19Q: 3 clusters Score -6118639 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6118732.500000 Penalty: 5319.592285
	Iteration 20F: 3 clusters Score -6118732 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6118852.000000 Penalty: 5319.592285
	Iteration 21Q: 3 clusters Score -6118852 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -6118944.500000 Penalty: 5319.592285
	Iteration 22Q: 3 clusters Score -6118944 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6119042.000000 Penalty: 5319.592285
	Iteration 23Q: 3 clusters Score -6119042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6119130.500000 Penalty: 5319.592285
	Iteration 24Q: 3 clusters Score -6119130 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6119202.000000 Penalty: 5319.592285
	Iteration 25Q: 3 clusters Score -6119202 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6119263.500000 Penalty: 5319.592285
	Iteration 26Q: 3 clusters Score -6119264 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6119325.000000 Penalty: 5319.592285
	Iteration 27Q: 3 clusters Score -6119325 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6119379.000000 Penalty: 5319.592285
	Iteration 28Q: 3 clusters Score -6119379 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6119444.500000 Penalty: 5319.592285
	Iteration 29Q: 3 clusters Score -6119444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6119500.000000 Penalty: 5319.592285
	Iteration 30Q: 3 clusters Score -6119500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6119526.500000 Penalty: 5319.592285
	Iteration 31Q: 3 clusters Score -6119526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6119563.500000 Penalty: 5319.592285
	Iteration 32Q: 3 clusters Score -6119564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6119610.000000 Penalty: 5319.592285
	Iteration 33Q: 3 clusters Score -6119610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6119648.500000 Penalty: 5319.592285
	Iteration 34Q: 3 clusters Score -6119648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6119663.000000 Penalty: 5319.592285
	Iteration 35Q: 3 clusters Score -6119663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6119690.500000 Penalty: 5319.592285
	Iteration 36Q: 3 clusters Score -6119690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6119700.000000 Penalty: 5319.592285
	Iteration 37Q: 3 clusters Score -6119700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6119713.500000 Penalty: 5319.592285
	Iteration 38Q: 3 clusters Score -6119714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6119732.500000 Penalty: 5319.592285
	Iteration 39Q: 3 clusters Score -6119732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6119738.500000 Penalty: 5319.592285
	Iteration 40F: 3 clusters Score -6119738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6119749.500000 Penalty: 5319.592285
	Iteration 41Q: 3 clusters Score -6119750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6119756.500000 Penalty: 5319.592285
	Iteration 42Q: 3 clusters Score -6119756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6119759.500000 Penalty: 5319.592285
	Iteration 43Q: 3 clusters Score -6119760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6119761.000000 Penalty: 5319.592285
	Iteration 44Q: 3 clusters Score -6119761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6119778.000000 Penalty: 5319.592285
	Iteration 45Q: 3 clusters Score -6119778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6119793.500000 Penalty: 5319.592285
	Iteration 46Q: 3 clusters Score -6119794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6119791.500000 Penalty: 5319.592285
	Iteration 47Q: 3 clusters Score -6119792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6119805.000000 Penalty: 5319.592285
	Iteration 48Q: 3 clusters Score -6119805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6119813.500000 Penalty: 5319.592285
	Iteration 49Q: 3 clusters Score -6119814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6119813.500000 Penalty: 5319.592285
	Iteration 50Q: 3 clusters Score -6119814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6119828.500000 Penalty: 5319.592285
	Iteration 51Q: 3 clusters Score -6119828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6119835.000000 Penalty: 5319.592285
	Iteration 52Q: 3 clusters Score -6119835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6119854.000000 Penalty: 5319.592285
	Iteration 53Q: 3 clusters Score -6119854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6119857.500000 Penalty: 5319.592285
	Iteration 54Q: 3 clusters Score -6119858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6119867.000000 Penalty: 5319.592285
	Iteration 55Q: 3 clusters Score -6119867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6119878.500000 Penalty: 5319.592285
	Iteration 56Q: 3 clusters Score -6119878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6119874.000000 Penalty: 5319.592285
	Iteration 57Q: 3 clusters Score -6119874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6119892.000000 Penalty: 5319.592285
	Iteration 58Q: 3 clusters Score -6119892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6119898.000000 Penalty: 5319.592285
	Iteration 59Q: 3 clusters Score -6119898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6119899.000000 Penalty: 5319.592285
	Iteration 60F: 3 clusters Score -6119899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6119893.500000 Penalty: 5319.592285
	Iteration 61Q: 3 clusters Score -6119894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6119900.500000 Penalty: 5319.592285
	Iteration 62Q: 3 clusters Score -6119900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6119902.500000 Penalty: 5319.592285
	Iteration 63Q: 3 clusters Score -6119902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6119907.000000 Penalty: 5319.592285
	Iteration 64Q: 3 clusters Score -6119907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6119917.500000 Penalty: 5319.592285
	Iteration 65Q: 3 clusters Score -6119918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6119931.000000 Penalty: 5319.592285
	Iteration 66Q: 3 clusters Score -6119931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6119932.000000 Penalty: 5319.592285
	Iteration 67Q: 3 clusters Score -6119932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6119925.500000 Penalty: 5319.592285
	Iteration 68Q: 3 clusters Score -6119926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6119934.000000 Penalty: 5319.592285
	Iteration 69Q: 3 clusters Score -6119934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6119943.000000 Penalty: 5319.592285
	Iteration 70Q: 3 clusters Score -6119943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6119949.500000 Penalty: 5319.592285
	Iteration 71Q: 3 clusters Score -6119950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6119949.500000 Penalty: 5319.592285
	Iteration 72F: 3 clusters Score -6119950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Entering Unmasked Estep 
Score: -3656892.250000 Penalty: 2531.718506
	Iteration 0F: 2 clusters Score -3656892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3638148.250000 Penalty: 5063.437012
	Iteration 0F: 3 clusters Score -3638148 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3644805.250000 Penalty: 5063.437012
	Iteration 1F: 3 clusters Score -3644805 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3645279.000000 Penalty: 5063.437012
	Iteration 2Q: 3 clusters Score -3645279 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3645724.750000 Penalty: 5063.437012
	Iteration 3Q: 3 clusters Score -3645725 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3646132.750000 Penalty: 5063.437012
	Iteration 4Q: 3 clusters Score -3646133 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3646549.000000 Penalty: 5063.437012
	Iteration 5Q: 3 clusters Score -3646549 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3646981.250000 Penalty: 5063.437012
	Iteration 6Q: 3 clusters Score -3646981 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3647514.250000 Penalty: 5063.437012
	Iteration 7Q: 3 clusters Score -3647514 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3648180.250000 Penalty: 5063.437012
	Iteration 8Q: 3 clusters Score -3648180 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3649066.000000 Penalty: 5063.437012
	Iteration 9F: 3 clusters Score -3649066 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3650223.250000 Penalty: 5063.437012
	Iteration 10F: 3 clusters Score -3650223 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3651433.750000 Penalty: 5063.437012
	Iteration 11F: 3 clusters Score -3651434 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3652146.500000 Penalty: 5063.437012
	Iteration 12Q: 3 clusters Score -3652146 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3652496.250000 Penalty: 5063.437012
	Iteration 13Q: 3 clusters Score -3652496 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3652678.500000 Penalty: 5063.437012
	Iteration 14Q: 3 clusters Score -3652678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3652802.750000 Penalty: 5063.437012
	Iteration 15Q: 3 clusters Score -3652803 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3652918.500000 Penalty: 5063.437012
	Iteration 16Q: 3 clusters Score -3652918 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3652985.000000 Penalty: 5063.437012
	Iteration 17Q: 3 clusters Score -3652985 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3653075.750000 Penalty: 5063.437012
	Iteration 18Q: 3 clusters Score -3653076 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3653138.750000 Penalty: 5063.437012
	Iteration 19Q: 3 clusters Score -3653139 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3653213.250000 Penalty: 5063.437012
	Iteration 20F: 3 clusters Score -3653213 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3653294.250000 Penalty: 5063.437012
	Iteration 21Q: 3 clusters Score -3653294 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3653353.500000 Penalty: 5063.437012
	Iteration 22Q: 3 clusters Score -3653354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3653413.250000 Penalty: 5063.437012
	Iteration 23Q: 3 clusters Score -3653413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3653452.750000 Penalty: 5063.437012
	Iteration 24Q: 3 clusters Score -3653453 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3653508.000000 Penalty: 5063.437012
	Iteration 25Q: 3 clusters Score -3653508 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3653556.250000 Penalty: 5063.437012
	Iteration 26Q: 3 clusters Score -3653556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3653601.000000 Penalty: 5063.437012
	Iteration 27Q: 3 clusters Score -3653601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3653648.750000 Penalty: 5063.437012
	Iteration 28Q: 3 clusters Score -3653649 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3653687.750000 Penalty: 5063.437012
	Iteration 29Q: 3 clusters Score -3653688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3653724.000000 Penalty: 5063.437012
	Iteration 30Q: 3 clusters Score -3653724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3653782.750000 Penalty: 5063.437012
	Iteration 31Q: 3 clusters Score -3653783 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3653821.250000 Penalty: 5063.437012
	Iteration 32Q: 3 clusters Score -3653821 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3653878.000000 Penalty: 5063.437012
	Iteration 33Q: 3 clusters Score -3653878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3653939.500000 Penalty: 5063.437012
	Iteration 34Q: 3 clusters Score -3653940 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3653984.000000 Penalty: 5063.437012
	Iteration 35Q: 3 clusters Score -3653984 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3654039.750000 Penalty: 5063.437012
	Iteration 36Q: 3 clusters Score -3654040 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3654089.000000 Penalty: 5063.437012
	Iteration 37Q: 3 clusters Score -3654089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3654124.000000 Penalty: 5063.437012
	Iteration 38Q: 3 clusters Score -3654124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3654158.750000 Penalty: 5063.437012
	Iteration 39Q: 3 clusters Score -3654159 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3654205.000000 Penalty: 5063.437012
	Iteration 40F: 3 clusters Score -3654205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3654242.750000 Penalty: 5063.437012
	Iteration 41Q: 3 clusters Score -3654243 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3654293.500000 Penalty: 5063.437012
	Iteration 42Q: 3 clusters Score -3654294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3654342.000000 Penalty: 5063.437012
	Iteration 43Q: 3 clusters Score -3654342 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3654397.750000 Penalty: 5063.437012
	Iteration 44Q: 3 clusters Score -3654398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3654454.000000 Penalty: 5063.437012
	Iteration 45Q: 3 clusters Score -3654454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3654476.750000 Penalty: 5063.437012
	Iteration 46Q: 3 clusters Score -3654477 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3654530.500000 Penalty: 5063.437012
	Iteration 47Q: 3 clusters Score -3654530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3654558.500000 Penalty: 5063.437012
	Iteration 48Q: 3 clusters Score -3654558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3654596.250000 Penalty: 5063.437012
	Iteration 49Q: 3 clusters Score -3654596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3654610.500000 Penalty: 5063.437012
	Iteration 50Q: 3 clusters Score -3654610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3654620.500000 Penalty: 5063.437012
	Iteration 51Q: 3 clusters Score -3654620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3654652.000000 Penalty: 5063.437012
	Iteration 52Q: 3 clusters Score -3654652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3654681.250000 Penalty: 5063.437012
	Iteration 53Q: 3 clusters Score -3654681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3654695.000000 Penalty: 5063.437012
	Iteration 54Q: 3 clusters Score -3654695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3654716.750000 Penalty: 5063.437012
	Iteration 55Q: 3 clusters Score -3654717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3654722.500000 Penalty: 5063.437012
	Iteration 56Q: 3 clusters Score -3654722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3654724.750000 Penalty: 5063.437012
	Iteration 57Q: 3 clusters Score -3654725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3654732.250000 Penalty: 5063.437012
	Iteration 58Q: 3 clusters Score -3654732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3654737.500000 Penalty: 5063.437012
	Iteration 59Q: 3 clusters Score -3654738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3654742.000000 Penalty: 5063.437012
	Iteration 60F: 3 clusters Score -3654742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3654749.250000 Penalty: 5063.437012
	Iteration 61Q: 3 clusters Score -3654749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3654757.500000 Penalty: 5063.437012
	Iteration 62Q: 3 clusters Score -3654758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3654768.250000 Penalty: 5063.437012
	Iteration 63Q: 3 clusters Score -3654768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3654774.500000 Penalty: 5063.437012
	Iteration 64Q: 3 clusters Score -3654774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3654784.500000 Penalty: 5063.437012
	Iteration 65Q: 3 clusters Score -3654784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3654786.000000 Penalty: 5063.437012
	Iteration 66Q: 3 clusters Score -3654786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3654795.500000 Penalty: 5063.437012
	Iteration 67Q: 3 clusters Score -3654796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3654788.250000 Penalty: 5063.437012
	Iteration 68Q: 3 clusters Score -3654788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3654787.750000 Penalty: 5063.437012
	Iteration 69Q: 3 clusters Score -3654788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3654795.250000 Penalty: 5063.437012
	Iteration 70Q: 3 clusters Score -3654795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3654797.250000 Penalty: 5063.437012
	Iteration 71Q: 3 clusters Score -3654797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3654802.000000 Penalty: 5063.437012
	Iteration 72Q: 3 clusters Score -3654802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3654808.250000 Penalty: 5063.437012
	Iteration 73Q: 3 clusters Score -3654808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3654812.500000 Penalty: 5063.437012
	Iteration 74Q: 3 clusters Score -3654812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3654817.250000 Penalty: 5063.437012
	Iteration 75Q: 3 clusters Score -3654817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3654821.750000 Penalty: 5063.437012
	Iteration 76Q: 3 clusters Score -3654822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3654828.500000 Penalty: 5063.437012
	Iteration 77Q: 3 clusters Score -3654828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3654824.750000 Penalty: 5063.437012
	Iteration 78Q: 3 clusters Score -3654825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3654823.500000 Penalty: 5063.437012
	Iteration 79Q: 3 clusters Score -3654824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3654829.250000 Penalty: 5063.437012
	Iteration 80F: 3 clusters Score -3654829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3654830.250000 Penalty: 5063.437012
	Iteration 81Q: 3 clusters Score -3654830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3654835.500000 Penalty: 5063.437012
	Iteration 82Q: 3 clusters Score -3654836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3654833.000000 Penalty: 5063.437012
	Iteration 83Q: 3 clusters Score -3654833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3654833.250000 Penalty: 5063.437012
	Iteration 84Q: 3 clusters Score -3654833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3654837.250000 Penalty: 5063.437012
	Iteration 85Q: 3 clusters Score -3654837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3654841.750000 Penalty: 5063.437012
	Iteration 86Q: 3 clusters Score -3654842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3654838.250000 Penalty: 5063.437012
	Iteration 87Q: 3 clusters Score -3654838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3654839.500000 Penalty: 5063.437012
	Iteration 88Q: 3 clusters Score -3654840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3654837.250000 Penalty: 5063.437012
	Iteration 89Q: 3 clusters Score -3654837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3654838.750000 Penalty: 5063.437012
	Iteration 90Q: 3 clusters Score -3654839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3654841.500000 Penalty: 5063.437012
	Iteration 91Q: 3 clusters Score -3654842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3654839.000000 Penalty: 5063.437012
	Iteration 92Q: 3 clusters Score -3654839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3654842.750000 Penalty: 5063.437012
	Iteration 93Q: 3 clusters Score -3654843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3654839.500000 Penalty: 5063.437012
	Iteration 94Q: 3 clusters Score -3654840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3654837.000000 Penalty: 5063.437012
	Iteration 95Q: 3 clusters Score -3654837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3654852.000000 Penalty: 5063.437012
	Iteration 96Q: 3 clusters Score -3654852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3654848.000000 Penalty: 5063.437012
	Iteration 97Q: 3 clusters Score -3654848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3654847.000000 Penalty: 5063.437012
	Iteration 98Q: 3 clusters Score -3654847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3654853.250000 Penalty: 5063.437012
	Iteration 99Q: 3 clusters Score -3654853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3654849.000000 Penalty: 5063.437012
	Iteration 100F: 3 clusters Score -3654849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3654849.250000 Penalty: 5063.437012
	Iteration 101Q: 3 clusters Score -3654849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3654849.000000 Penalty: 5063.437012
	Iteration 102Q: 3 clusters Score -3654849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3654852.000000 Penalty: 5063.437012
	Iteration 103Q: 3 clusters Score -3654852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3654849.000000 Penalty: 5063.437012
	Iteration 104Q: 3 clusters Score -3654849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3654853.500000 Penalty: 5063.437012
	Iteration 105Q: 3 clusters Score -3654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3654850.750000 Penalty: 5063.437012
	Iteration 106Q: 3 clusters Score -3654851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3654850.500000 Penalty: 5063.437012
	Iteration 107Q: 3 clusters Score -3654850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3654853.500000 Penalty: 5063.437012
	Iteration 108Q: 3 clusters Score -3654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3654853.750000 Penalty: 5063.437012
	Iteration 109Q: 3 clusters Score -3654854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3654851.500000 Penalty: 5063.437012
	Iteration 110Q: 3 clusters Score -3654852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3654851.500000 Penalty: 5063.437012
	Iteration 111F: 3 clusters Score -3654852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (173075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Entering Unmasked Estep 
Score: -23001538.000000 Penalty: 2991.247070
	Iteration 0F: 2 clusters Score -2.300154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -22888204.000000 Penalty: 5982.494141
	Iteration 0F: 3 clusters Score -2.28882e+07 nChanged 83142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -22936866.000000 Penalty: 5982.494141
	Iteration 1F: 3 clusters Score -2.293687e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -22938054.000000 Penalty: 5982.494141
	Iteration 2Q: 3 clusters Score -2.293805e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -22940232.000000 Penalty: 5982.494141
	Iteration 3Q: 3 clusters Score -2.294023e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -22943390.000000 Penalty: 5982.494141
	Iteration 4Q: 3 clusters Score -2.294339e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -22948902.000000 Penalty: 5982.494141
	Iteration 5F: 3 clusters Score -2.29489e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -22958580.000000 Penalty: 5982.494141
	Iteration 6F: 3 clusters Score -2.295858e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 139458 members 
Entering Unmasked Estep 
Score: -22971338.000000 Penalty: 5982.494141
	Iteration 7F: 3 clusters Score -2.297134e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 151464 members 
Entering Unmasked Estep 
Score: -22982964.000000 Penalty: 5982.494141
	Iteration 8F: 3 clusters Score -2.298296e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -22990412.000000 Penalty: 5982.494141
	Iteration 9Q: 3 clusters Score -2.299041e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 162846 members 
Entering Unmasked Estep 
Score: -22994076.000000 Penalty: 5982.494141
	Iteration 10Q: 3 clusters Score -2.299408e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -22995686.000000 Penalty: 5982.494141
	Iteration 11Q: 3 clusters Score -2.299569e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -22996682.000000 Penalty: 5982.494141
	Iteration 12Q: 3 clusters Score -2.299668e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -22997208.000000 Penalty: 5982.494141
	Iteration 13Q: 3 clusters Score -2.299721e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -22997564.000000 Penalty: 5982.494141
	Iteration 14Q: 3 clusters Score -2.299756e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -22997828.000000 Penalty: 5982.494141
	Iteration 15Q: 3 clusters Score -2.299783e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 169390 members 
Entering Unmasked Estep 
Score: -22998058.000000 Penalty: 5982.494141
	Iteration 16Q: 3 clusters Score -2.299806e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -22998250.000000 Penalty: 5982.494141
	Iteration 17Q: 3 clusters Score -2.299825e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -22998342.000000 Penalty: 5982.494141
	Iteration 18Q: 3 clusters Score -2.299834e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -22998436.000000 Penalty: 5982.494141
	Iteration 19Q: 3 clusters Score -2.299844e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -22998462.000000 Penalty: 5982.494141
	Iteration 20F: 3 clusters Score -2.299846e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 170772 members 
Entering Unmasked Estep 
Score: -22998550.000000 Penalty: 5982.494141
	Iteration 21Q: 3 clusters Score -2.299855e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -22998572.000000 Penalty: 5982.494141
	Iteration 22Q: 3 clusters Score -2.299857e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 171058 members 
Entering Unmasked Estep 
Score: -22998680.000000 Penalty: 5982.494141
	Iteration 23Q: 3 clusters Score -2.299868e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -22998746.000000 Penalty: 5982.494141
	Iteration 24Q: 3 clusters Score -2.299875e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -22998768.000000 Penalty: 5982.494141
	Iteration 25Q: 3 clusters Score -2.299877e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -22998838.000000 Penalty: 5982.494141
	Iteration 26Q: 3 clusters Score -2.299884e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -22998900.000000 Penalty: 5982.494141
	Iteration 27Q: 3 clusters Score -2.29989e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 171508 members 
Entering Unmasked Estep 
Score: -22998946.000000 Penalty: 5982.494141
	Iteration 28Q: 3 clusters Score -2.299895e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 171562 members 
Entering Unmasked Estep 
Score: -22998976.000000 Penalty: 5982.494141
	Iteration 29Q: 3 clusters Score -2.299898e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -22998988.000000 Penalty: 5982.494141
	Iteration 30Q: 3 clusters Score -2.299899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -22999002.000000 Penalty: 5982.494141
	Iteration 31Q: 3 clusters Score -2.2999e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -22998996.000000 Penalty: 5982.494141
	Iteration 32Q: 3 clusters Score -2.2999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -22999038.000000 Penalty: 5982.494141
	Iteration 33Q: 3 clusters Score -2.299904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -22999028.000000 Penalty: 5982.494141
	Iteration 34Q: 3 clusters Score -2.299903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -22999070.000000 Penalty: 5982.494141
	Iteration 35Q: 3 clusters Score -2.299907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -22999108.000000 Penalty: 5982.494141
	Iteration 36Q: 3 clusters Score -2.299911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -22999112.000000 Penalty: 5982.494141
	Iteration 37Q: 3 clusters Score -2.299911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -22999106.000000 Penalty: 5982.494141
	Iteration 38Q: 3 clusters Score -2.299911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -22999110.000000 Penalty: 5982.494141
	Iteration 39Q: 3 clusters Score -2.299911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -22999110.000000 Penalty: 5982.494141
	Iteration 40F: 3 clusters Score -2.299911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 171835 members 
Entering Unmasked Estep 
Score: -22999112.000000 Penalty: 5982.494141
	Iteration 41Q: 3 clusters Score -2.299911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -22999112.000000 Penalty: 5982.494141
	Iteration 42Q: 3 clusters Score -2.299911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -22999126.000000 Penalty: 5982.494141
	Iteration 43Q: 3 clusters Score -2.299913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 171856 members 
Entering Unmasked Estep 
Score: -22999126.000000 Penalty: 5982.494141
	Iteration 44Q: 3 clusters Score -2.299913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -22999118.000000 Penalty: 5982.494141
	Iteration 45Q: 3 clusters Score -2.299912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -22999138.000000 Penalty: 5982.494141
	Iteration 46Q: 3 clusters Score -2.299914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -22999154.000000 Penalty: 5982.494141
	Iteration 47Q: 3 clusters Score -2.299915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -22999146.000000 Penalty: 5982.494141
	Iteration 48Q: 3 clusters Score -2.299915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -22999146.000000 Penalty: 5982.494141
	Iteration 49Q: 3 clusters Score -2.299915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -22999156.000000 Penalty: 5982.494141
	Iteration 50Q: 3 clusters Score -2.299916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -22999150.000000 Penalty: 5982.494141
	Iteration 51Q: 3 clusters Score -2.299915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -22999142.000000 Penalty: 5982.494141
	Iteration 52Q: 3 clusters Score -2.299914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -22999136.000000 Penalty: 5982.494141
	Iteration 53Q: 3 clusters Score -2.299914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -22999130.000000 Penalty: 5982.494141
	Iteration 54Q: 3 clusters Score -2.299913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -22999120.000000 Penalty: 5982.494141
	Iteration 55Q: 3 clusters Score -2.299912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 171858 members 
Entering Unmasked Estep 
Score: -22999130.000000 Penalty: 5982.494141
	Iteration 56Q: 3 clusters Score -2.299913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -22999132.000000 Penalty: 5982.494141
	Iteration 57Q: 3 clusters Score -2.299913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -22999130.000000 Penalty: 5982.494141
	Iteration 58Q: 3 clusters Score -2.299913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -22999130.000000 Penalty: 5982.494141
	Iteration 59F: 3 clusters Score -2.299913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14244.000000 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14291.444336 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14291.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14296.681641 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14296.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14296.681641 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14296.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Entering Unmasked Estep 
Score: -22131158.000000 Penalty: 2980.576172
	Iteration 0F: 2 clusters Score -2.213116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -22027788.000000 Penalty: 5961.152344
	Iteration 0F: 3 clusters Score -2.202779e+07 nChanged 79713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -22074164.000000 Penalty: 5961.152344
	Iteration 1F: 3 clusters Score -2.207416e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -22075610.000000 Penalty: 5961.152344
	Iteration 2Q: 3 clusters Score -2.207561e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -22077200.000000 Penalty: 5961.152344
	Iteration 3Q: 3 clusters Score -2.20772e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -22079958.000000 Penalty: 5961.152344
	Iteration 4Q: 3 clusters Score -2.207996e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -22083868.000000 Penalty: 5961.152344
	Iteration 5Q: 3 clusters Score -2.208387e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -22089810.000000 Penalty: 5961.152344
	Iteration 6F: 3 clusters Score -2.208981e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -22097420.000000 Penalty: 5961.152344
	Iteration 7F: 3 clusters Score -2.209742e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121156 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -22106002.000000 Penalty: 5961.152344
	Iteration 8F: 3 clusters Score -2.2106e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -22113032.000000 Penalty: 5961.152344
	Iteration 9F: 3 clusters Score -2.211303e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132625 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -22118260.000000 Penalty: 5961.152344
	Iteration 10Q: 3 clusters Score -2.211826e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -22121718.000000 Penalty: 5961.152344
	Iteration 11Q: 3 clusters Score -2.212172e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -22123852.000000 Penalty: 5961.152344
	Iteration 12Q: 3 clusters Score -2.212385e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -22125304.000000 Penalty: 5961.152344
	Iteration 13Q: 3 clusters Score -2.21253e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -22126330.000000 Penalty: 5961.152344
	Iteration 14Q: 3 clusters Score -2.212633e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143077 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -22126926.000000 Penalty: 5961.152344
	Iteration 15Q: 3 clusters Score -2.212693e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -22127260.000000 Penalty: 5961.152344
	Iteration 16Q: 3 clusters Score -2.212726e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -22127580.000000 Penalty: 5961.152344
	Iteration 17Q: 3 clusters Score -2.212758e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -22127734.000000 Penalty: 5961.152344
	Iteration 18Q: 3 clusters Score -2.212773e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -22127824.000000 Penalty: 5961.152344
	Iteration 19Q: 3 clusters Score -2.212782e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -22127966.000000 Penalty: 5961.152344
	Iteration 20F: 3 clusters Score -2.212797e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146124 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -22128072.000000 Penalty: 5961.152344
	Iteration 21Q: 3 clusters Score -2.212807e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146262 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -22128194.000000 Penalty: 5961.152344
	Iteration 22Q: 3 clusters Score -2.212819e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -22128260.000000 Penalty: 5961.152344
	Iteration 23Q: 3 clusters Score -2.212826e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146365 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -22128310.000000 Penalty: 5961.152344
	Iteration 24Q: 3 clusters Score -2.212831e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146347 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -22128378.000000 Penalty: 5961.152344
	Iteration 25Q: 3 clusters Score -2.212838e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -22128450.000000 Penalty: 5961.152344
	Iteration 26Q: 3 clusters Score -2.212845e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146229 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -22128624.000000 Penalty: 5961.152344
	Iteration 27Q: 3 clusters Score -2.212862e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146138 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -22128714.000000 Penalty: 5961.152344
	Iteration 28Q: 3 clusters Score -2.212871e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -22128824.000000 Penalty: 5961.152344
	Iteration 29Q: 3 clusters Score -2.212882e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145901 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -22128930.000000 Penalty: 5961.152344
	Iteration 30Q: 3 clusters Score -2.212893e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -22128980.000000 Penalty: 5961.152344
	Iteration 31Q: 3 clusters Score -2.212898e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -22129108.000000 Penalty: 5961.152344
	Iteration 32Q: 3 clusters Score -2.212911e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -22129188.000000 Penalty: 5961.152344
	Iteration 33Q: 3 clusters Score -2.212919e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -22129272.000000 Penalty: 5961.152344
	Iteration 34Q: 3 clusters Score -2.212927e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -22129378.000000 Penalty: 5961.152344
	Iteration 35Q: 3 clusters Score -2.212938e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145044 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -22129400.000000 Penalty: 5961.152344
	Iteration 36Q: 3 clusters Score -2.21294e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -22129396.000000 Penalty: 5961.152344
	Iteration 37Q: 3 clusters Score -2.21294e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -22129434.000000 Penalty: 5961.152344
	Iteration 38Q: 3 clusters Score -2.212943e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -22129496.000000 Penalty: 5961.152344
	Iteration 39Q: 3 clusters Score -2.21295e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -22129518.000000 Penalty: 5961.152344
	Iteration 40F: 3 clusters Score -2.212952e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -22129590.000000 Penalty: 5961.152344
	Iteration 41Q: 3 clusters Score -2.212959e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144066 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -22129662.000000 Penalty: 5961.152344
	Iteration 42Q: 3 clusters Score -2.212966e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -22129668.000000 Penalty: 5961.152344
	Iteration 43Q: 3 clusters Score -2.212967e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143651 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -22129698.000000 Penalty: 5961.152344
	Iteration 44Q: 3 clusters Score -2.21297e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -22129734.000000 Penalty: 5961.152344
	Iteration 45Q: 3 clusters Score -2.212973e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -22129808.000000 Penalty: 5961.152344
	Iteration 46Q: 3 clusters Score -2.212981e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -22129846.000000 Penalty: 5961.152344
	Iteration 47Q: 3 clusters Score -2.212985e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142932 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -22129860.000000 Penalty: 5961.152344
	Iteration 48Q: 3 clusters Score -2.212986e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -22129870.000000 Penalty: 5961.152344
	Iteration 49Q: 3 clusters Score -2.212987e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -22129838.000000 Penalty: 5961.152344
	Iteration 50Q: 3 clusters Score -2.212984e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -22129848.000000 Penalty: 5961.152344
	Iteration 51Q: 3 clusters Score -2.212985e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -22129834.000000 Penalty: 5961.152344
	Iteration 52Q: 3 clusters Score -2.212983e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142159 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -22129846.000000 Penalty: 5961.152344
	Iteration 53Q: 3 clusters Score -2.212985e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -22129864.000000 Penalty: 5961.152344
	Iteration 54Q: 3 clusters Score -2.212986e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -22129952.000000 Penalty: 5961.152344
	Iteration 55Q: 3 clusters Score -2.212995e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -22129960.000000 Penalty: 5961.152344
	Iteration 56Q: 3 clusters Score -2.212996e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -22129976.000000 Penalty: 5961.152344
	Iteration 57Q: 3 clusters Score -2.212998e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -22130000.000000 Penalty: 5961.152344
	Iteration 58Q: 3 clusters Score -2.213e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -22130046.000000 Penalty: 5961.152344
	Iteration 59Q: 3 clusters Score -2.213005e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141084 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -22130000.000000 Penalty: 5961.152344
	Iteration 60F: 3 clusters Score -2.213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -22130046.000000 Penalty: 5961.152344
	Iteration 61Q: 3 clusters Score -2.213005e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140845 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -22130048.000000 Penalty: 5961.152344
	Iteration 62Q: 3 clusters Score -2.213005e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -22130038.000000 Penalty: 5961.152344
	Iteration 63Q: 3 clusters Score -2.213004e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -22130068.000000 Penalty: 5961.152344
	Iteration 64Q: 3 clusters Score -2.213007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -22130044.000000 Penalty: 5961.152344
	Iteration 65Q: 3 clusters Score -2.213004e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -22130060.000000 Penalty: 5961.152344
	Iteration 66Q: 3 clusters Score -2.213006e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -22130082.000000 Penalty: 5961.152344
	Iteration 67Q: 3 clusters Score -2.213008e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -22130110.000000 Penalty: 5961.152344
	Iteration 68Q: 3 clusters Score -2.213011e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139846 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -22130150.000000 Penalty: 5961.152344
	Iteration 69Q: 3 clusters Score -2.213015e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139683 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -22130146.000000 Penalty: 5961.152344
	Iteration 70Q: 3 clusters Score -2.213015e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -22130140.000000 Penalty: 5961.152344
	Iteration 71Q: 3 clusters Score -2.213014e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -22130170.000000 Penalty: 5961.152344
	Iteration 72Q: 3 clusters Score -2.213017e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -22130210.000000 Penalty: 5961.152344
	Iteration 73Q: 3 clusters Score -2.213021e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -22130256.000000 Penalty: 5961.152344
	Iteration 74Q: 3 clusters Score -2.213026e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -22130294.000000 Penalty: 5961.152344
	Iteration 75Q: 3 clusters Score -2.213029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -22130280.000000 Penalty: 5961.152344
	Iteration 76Q: 3 clusters Score -2.213028e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -22130328.000000 Penalty: 5961.152344
	Iteration 77Q: 3 clusters Score -2.213033e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138475 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -22130350.000000 Penalty: 5961.152344
	Iteration 78Q: 3 clusters Score -2.213035e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -22130394.000000 Penalty: 5961.152344
	Iteration 79Q: 3 clusters Score -2.213039e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -22130412.000000 Penalty: 5961.152344
	Iteration 80F: 3 clusters Score -2.213041e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -22130408.000000 Penalty: 5961.152344
	Iteration 81Q: 3 clusters Score -2.213041e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137918 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -22130450.000000 Penalty: 5961.152344
	Iteration 82Q: 3 clusters Score -2.213045e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -22130462.000000 Penalty: 5961.152344
	Iteration 83Q: 3 clusters Score -2.213046e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -22130500.000000 Penalty: 5961.152344
	Iteration 84Q: 3 clusters Score -2.21305e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137554 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -22130526.000000 Penalty: 5961.152344
	Iteration 85Q: 3 clusters Score -2.213053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137441 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -22130582.000000 Penalty: 5961.152344
	Iteration 86Q: 3 clusters Score -2.213058e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137314 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -22130594.000000 Penalty: 5961.152344
	Iteration 87Q: 3 clusters Score -2.213059e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -22130626.000000 Penalty: 5961.152344
	Iteration 88Q: 3 clusters Score -2.213063e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137079 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -22130622.000000 Penalty: 5961.152344
	Iteration 89Q: 3 clusters Score -2.213062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -22130620.000000 Penalty: 5961.152344
	Iteration 90Q: 3 clusters Score -2.213062e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -22130634.000000 Penalty: 5961.152344
	Iteration 91Q: 3 clusters Score -2.213063e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -22130656.000000 Penalty: 5961.152344
	Iteration 92Q: 3 clusters Score -2.213066e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136666 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -22130688.000000 Penalty: 5961.152344
	Iteration 93Q: 3 clusters Score -2.213069e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -22130674.000000 Penalty: 5961.152344
	Iteration 94Q: 3 clusters Score -2.213067e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -22130656.000000 Penalty: 5961.152344
	Iteration 95Q: 3 clusters Score -2.213066e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -22130676.000000 Penalty: 5961.152344
	Iteration 96Q: 3 clusters Score -2.213068e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -22130678.000000 Penalty: 5961.152344
	Iteration 97Q: 3 clusters Score -2.213068e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -22130694.000000 Penalty: 5961.152344
	Iteration 98Q: 3 clusters Score -2.213069e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -22130690.000000 Penalty: 5961.152344
	Iteration 99Q: 3 clusters Score -2.213069e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -22130750.000000 Penalty: 5961.152344
	Iteration 100F: 3 clusters Score -2.213075e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -22130766.000000 Penalty: 5961.152344
	Iteration 101Q: 3 clusters Score -2.213077e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -22130826.000000 Penalty: 5961.152344
	Iteration 102Q: 3 clusters Score -2.213083e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135226 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -22130860.000000 Penalty: 5961.152344
	Iteration 103Q: 3 clusters Score -2.213086e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135086 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -22130914.000000 Penalty: 5961.152344
	Iteration 104Q: 3 clusters Score -2.213091e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -22130906.000000 Penalty: 5961.152344
	Iteration 105Q: 3 clusters Score -2.213091e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134815 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -22130950.000000 Penalty: 5961.152344
	Iteration 106Q: 3 clusters Score -2.213095e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -22130974.000000 Penalty: 5961.152344
	Iteration 107Q: 3 clusters Score -2.213097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -22130952.000000 Penalty: 5961.152344
	Iteration 108Q: 3 clusters Score -2.213095e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -22131024.000000 Penalty: 5961.152344
	Iteration 109Q: 3 clusters Score -2.213102e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134323 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -22131040.000000 Penalty: 5961.152344
	Iteration 110Q: 3 clusters Score -2.213104e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134216 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -22131100.000000 Penalty: 5961.152344
	Iteration 111Q: 3 clusters Score -2.21311e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -22131110.000000 Penalty: 5961.152344
	Iteration 112Q: 3 clusters Score -2.213111e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -22131102.000000 Penalty: 5961.152344
	Iteration 113Q: 3 clusters Score -2.21311e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133880 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -22131080.000000 Penalty: 5961.152344
	Iteration 114Q: 3 clusters Score -2.213108e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133777 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -22131084.000000 Penalty: 5961.152344
	Iteration 115Q: 3 clusters Score -2.213108e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133675 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -22131094.000000 Penalty: 5961.152344
	Iteration 116Q: 3 clusters Score -2.213109e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133555 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -22131134.000000 Penalty: 5961.152344
	Iteration 117Q: 3 clusters Score -2.213113e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -22131116.000000 Penalty: 5961.152344
	Iteration 118Q: 3 clusters Score -2.213112e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -22131140.000000 Penalty: 5961.152344
	Iteration 119Q: 3 clusters Score -2.213114e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133222 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -22131136.000000 Penalty: 5961.152344
	Iteration 120F: 3 clusters Score -2.213114e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -22131142.000000 Penalty: 5961.152344
	Iteration 121Q: 3 clusters Score -2.213114e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133034 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -22131182.000000 Penalty: 5961.152344
	Iteration 122Q: 3 clusters Score -2.213118e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -22131210.000000 Penalty: 5961.152344
	Iteration 123Q: 3 clusters Score -2.213121e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132840 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -22131244.000000 Penalty: 5961.152344
	Iteration 124Q: 3 clusters Score -2.213124e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132749 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -22131258.000000 Penalty: 5961.152344
	Iteration 125Q: 3 clusters Score -2.213126e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132668 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -22131246.000000 Penalty: 5961.152344
	Iteration 126Q: 3 clusters Score -2.213125e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -22131288.000000 Penalty: 5961.152344
	Iteration 127Q: 3 clusters Score -2.213129e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132536 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -22131292.000000 Penalty: 5961.152344
	Iteration 128Q: 3 clusters Score -2.213129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -22131306.000000 Penalty: 5961.152344
	Iteration 129Q: 3 clusters Score -2.213131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132425 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -22131282.000000 Penalty: 5961.152344
	Iteration 130Q: 3 clusters Score -2.213128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -22131276.000000 Penalty: 5961.152344
	Iteration 131Q: 3 clusters Score -2.213128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132337 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -22131296.000000 Penalty: 5961.152344
	Iteration 132Q: 3 clusters Score -2.21313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132301 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -22131284.000000 Penalty: 5961.152344
	Iteration 133Q: 3 clusters Score -2.213128e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -22131288.000000 Penalty: 5961.152344
	Iteration 134Q: 3 clusters Score -2.213129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -22131308.000000 Penalty: 5961.152344
	Iteration 135Q: 3 clusters Score -2.213131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132188 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -22131296.000000 Penalty: 5961.152344
	Iteration 136Q: 3 clusters Score -2.21313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -22131322.000000 Penalty: 5961.152344
	Iteration 137Q: 3 clusters Score -2.213132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -22131362.000000 Penalty: 5961.152344
	Iteration 138Q: 3 clusters Score -2.213136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132101 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -22131332.000000 Penalty: 5961.152344
	Iteration 139Q: 3 clusters Score -2.213133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -22131340.000000 Penalty: 5961.152344
	Iteration 140F: 3 clusters Score -2.213134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -22131352.000000 Penalty: 5961.152344
	Iteration 141Q: 3 clusters Score -2.213135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -22131360.000000 Penalty: 5961.152344
	Iteration 142Q: 3 clusters Score -2.213136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -22131372.000000 Penalty: 5961.152344
	Iteration 143Q: 3 clusters Score -2.213137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -22131360.000000 Penalty: 5961.152344
	Iteration 144Q: 3 clusters Score -2.213136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -22131366.000000 Penalty: 5961.152344
	Iteration 145Q: 3 clusters Score -2.213137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -22131362.000000 Penalty: 5961.152344
	Iteration 146Q: 3 clusters Score -2.213136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -22131362.000000 Penalty: 5961.152344
	Iteration 147Q: 3 clusters Score -2.213136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -22131370.000000 Penalty: 5961.152344
	Iteration 148Q: 3 clusters Score -2.213137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -22131360.000000 Penalty: 5961.152344
	Iteration 149Q: 3 clusters Score -2.213136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131938 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -22131366.000000 Penalty: 5961.152344
	Iteration 150Q: 3 clusters Score -2.213137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -22131364.000000 Penalty: 5961.152344
	Iteration 151Q: 3 clusters Score -2.213136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -22131374.000000 Penalty: 5961.152344
	Iteration 152Q: 3 clusters Score -2.213137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -22131358.000000 Penalty: 5961.152344
	Iteration 153Q: 3 clusters Score -2.213136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131911 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -22131354.000000 Penalty: 5961.152344
	Iteration 154Q: 3 clusters Score -2.213135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -22131356.000000 Penalty: 5961.152344
	Iteration 155Q: 3 clusters Score -2.213136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -22131366.000000 Penalty: 5961.152344
	Iteration 156Q: 3 clusters Score -2.213137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -22131364.000000 Penalty: 5961.152344
	Iteration 157Q: 3 clusters Score -2.213136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -22131364.000000 Penalty: 5961.152344
	Iteration 158Q: 3 clusters Score -2.213136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -22131374.000000 Penalty: 5961.152344
	Iteration 159Q: 3 clusters Score -2.213137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -22131398.000000 Penalty: 5961.152344
	Iteration 160F: 3 clusters Score -2.21314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131787 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -22131422.000000 Penalty: 5961.152344
	Iteration 161Q: 3 clusters Score -2.213142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -22131414.000000 Penalty: 5961.152344
	Iteration 162Q: 3 clusters Score -2.213141e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -22131390.000000 Penalty: 5961.152344
	Iteration 163Q: 3 clusters Score -2.213139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -22131400.000000 Penalty: 5961.152344
	Iteration 164Q: 3 clusters Score -2.21314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -22131416.000000 Penalty: 5961.152344
	Iteration 165Q: 3 clusters Score -2.213142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131638 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -22131428.000000 Penalty: 5961.152344
	Iteration 166Q: 3 clusters Score -2.213143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131617 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -22131434.000000 Penalty: 5961.152344
	Iteration 167Q: 3 clusters Score -2.213143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131586 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -22131452.000000 Penalty: 5961.152344
	Iteration 168Q: 3 clusters Score -2.213145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -22131452.000000 Penalty: 5961.152344
	Iteration 169Q: 3 clusters Score -2.213145e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131510 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -22131466.000000 Penalty: 5961.152344
	Iteration 170Q: 3 clusters Score -2.213147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -22131468.000000 Penalty: 5961.152344
	Iteration 171Q: 3 clusters Score -2.213147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131451 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -22131464.000000 Penalty: 5961.152344
	Iteration 172Q: 3 clusters Score -2.213146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -22131444.000000 Penalty: 5961.152344
	Iteration 173Q: 3 clusters Score -2.213144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131388 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -22131438.000000 Penalty: 5961.152344
	Iteration 174Q: 3 clusters Score -2.213144e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -22131460.000000 Penalty: 5961.152344
	Iteration 175Q: 3 clusters Score -2.213146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -22131452.000000 Penalty: 5961.152344
	Iteration 176Q: 3 clusters Score -2.213145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131287 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -22131466.000000 Penalty: 5961.152344
	Iteration 177Q: 3 clusters Score -2.213147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -22131474.000000 Penalty: 5961.152344
	Iteration 178Q: 3 clusters Score -2.213147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -22131468.000000 Penalty: 5961.152344
	Iteration 179Q: 3 clusters Score -2.213147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -22131490.000000 Penalty: 5961.152344
	Iteration 180F: 3 clusters Score -2.213149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -22131482.000000 Penalty: 5961.152344
	Iteration 181Q: 3 clusters Score -2.213148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131168 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -22131490.000000 Penalty: 5961.152344
	Iteration 182Q: 3 clusters Score -2.213149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -22131512.000000 Penalty: 5961.152344
	Iteration 183Q: 3 clusters Score -2.213151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -22131504.000000 Penalty: 5961.152344
	Iteration 184Q: 3 clusters Score -2.21315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -22131500.000000 Penalty: 5961.152344
	Iteration 185Q: 3 clusters Score -2.21315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -22131498.000000 Penalty: 5961.152344
	Iteration 186Q: 3 clusters Score -2.21315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -22131502.000000 Penalty: 5961.152344
	Iteration 187Q: 3 clusters Score -2.21315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -22131494.000000 Penalty: 5961.152344
	Iteration 188Q: 3 clusters Score -2.213149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -22131482.000000 Penalty: 5961.152344
	Iteration 189Q: 3 clusters Score -2.213148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -22131500.000000 Penalty: 5961.152344
	Iteration 190Q: 3 clusters Score -2.21315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -22131534.000000 Penalty: 5961.152344
	Iteration 191Q: 3 clusters Score -2.213153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -22131560.000000 Penalty: 5961.152344
	Iteration 192Q: 3 clusters Score -2.213156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -22131544.000000 Penalty: 5961.152344
	Iteration 193Q: 3 clusters Score -2.213154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -22131556.000000 Penalty: 5961.152344
	Iteration 194Q: 3 clusters Score -2.213156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -22131584.000000 Penalty: 5961.152344
	Iteration 195Q: 3 clusters Score -2.213158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130780 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -22131576.000000 Penalty: 5961.152344
	Iteration 196Q: 3 clusters Score -2.213158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -22131592.000000 Penalty: 5961.152344
	Iteration 197Q: 3 clusters Score -2.213159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130722 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -22131608.000000 Penalty: 5961.152344
	Iteration 198Q: 3 clusters Score -2.213161e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -22131618.000000 Penalty: 5961.152344
	Iteration 199Q: 3 clusters Score -2.213162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -22131602.000000 Penalty: 5961.152344
	Iteration 200F: 3 clusters Score -2.21316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -22131594.000000 Penalty: 5961.152344
	Iteration 201Q: 3 clusters Score -2.213159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130580 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -22131606.000000 Penalty: 5961.152344
	Iteration 202Q: 3 clusters Score -2.213161e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -22131624.000000 Penalty: 5961.152344
	Iteration 203Q: 3 clusters Score -2.213162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -22131634.000000 Penalty: 5961.152344
	Iteration 204Q: 3 clusters Score -2.213163e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130431 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -22131608.000000 Penalty: 5961.152344
	Iteration 205Q: 3 clusters Score -2.213161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130374 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -22131608.000000 Penalty: 5961.152344
	Iteration 206Q: 3 clusters Score -2.213161e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -22131604.000000 Penalty: 5961.152344
	Iteration 207Q: 3 clusters Score -2.21316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -22131580.000000 Penalty: 5961.152344
	Iteration 208Q: 3 clusters Score -2.213158e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130220 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -22131564.000000 Penalty: 5961.152344
	Iteration 209Q: 3 clusters Score -2.213156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -22131558.000000 Penalty: 5961.152344
	Iteration 210Q: 3 clusters Score -2.213156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -22131558.000000 Penalty: 5961.152344
	Iteration 211Q: 3 clusters Score -2.213156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130077 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -22131570.000000 Penalty: 5961.152344
	Iteration 212Q: 3 clusters Score -2.213157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -22131560.000000 Penalty: 5961.152344
	Iteration 213Q: 3 clusters Score -2.213156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129982 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -22131592.000000 Penalty: 5961.152344
	Iteration 214Q: 3 clusters Score -2.213159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -22131594.000000 Penalty: 5961.152344
	Iteration 215Q: 3 clusters Score -2.213159e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129874 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -22131628.000000 Penalty: 5961.152344
	Iteration 216Q: 3 clusters Score -2.213163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129833 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -22131632.000000 Penalty: 5961.152344
	Iteration 217Q: 3 clusters Score -2.213163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -22131644.000000 Penalty: 5961.152344
	Iteration 218Q: 3 clusters Score -2.213164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -22131636.000000 Penalty: 5961.152344
	Iteration 219Q: 3 clusters Score -2.213164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -22131662.000000 Penalty: 5961.152344
	Iteration 220F: 3 clusters Score -2.213166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -22131670.000000 Penalty: 5961.152344
	Iteration 221Q: 3 clusters Score -2.213167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -22131672.000000 Penalty: 5961.152344
	Iteration 222Q: 3 clusters Score -2.213167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -22131674.000000 Penalty: 5961.152344
	Iteration 223Q: 3 clusters Score -2.213167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -22131680.000000 Penalty: 5961.152344
	Iteration 224Q: 3 clusters Score -2.213168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -22131690.000000 Penalty: 5961.152344
	Iteration 225Q: 3 clusters Score -2.213169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -22131700.000000 Penalty: 5961.152344
	Iteration 226Q: 3 clusters Score -2.21317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -22131718.000000 Penalty: 5961.152344
	Iteration 227Q: 3 clusters Score -2.213172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -22131712.000000 Penalty: 5961.152344
	Iteration 228Q: 3 clusters Score -2.213171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -22131710.000000 Penalty: 5961.152344
	Iteration 229Q: 3 clusters Score -2.213171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -22131672.000000 Penalty: 5961.152344
	Iteration 230Q: 3 clusters Score -2.213167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -22131684.000000 Penalty: 5961.152344
	Iteration 231Q: 3 clusters Score -2.213168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129526 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -22131672.000000 Penalty: 5961.152344
	Iteration 232Q: 3 clusters Score -2.213167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -22131676.000000 Penalty: 5961.152344
	Iteration 233Q: 3 clusters Score -2.213168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129500 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -22131674.000000 Penalty: 5961.152344
	Iteration 234Q: 3 clusters Score -2.213167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129487 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -22131680.000000 Penalty: 5961.152344
	Iteration 235Q: 3 clusters Score -2.213168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -22131678.000000 Penalty: 5961.152344
	Iteration 236Q: 3 clusters Score -2.213168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -22131694.000000 Penalty: 5961.152344
	Iteration 237Q: 3 clusters Score -2.213169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -22131708.000000 Penalty: 5961.152344
	Iteration 238Q: 3 clusters Score -2.213171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129441 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -22131700.000000 Penalty: 5961.152344
	Iteration 239Q: 3 clusters Score -2.21317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129429 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -22131688.000000 Penalty: 5961.152344
	Iteration 240F: 3 clusters Score -2.213169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -22131684.000000 Penalty: 5961.152344
	Iteration 241Q: 3 clusters Score -2.213168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129410 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -22131702.000000 Penalty: 5961.152344
	Iteration 242Q: 3 clusters Score -2.21317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129405 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -22131696.000000 Penalty: 5961.152344
	Iteration 243Q: 3 clusters Score -2.21317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -22131702.000000 Penalty: 5961.152344
	Iteration 244Q: 3 clusters Score -2.21317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -22131702.000000 Penalty: 5961.152344
	Iteration 245F: 3 clusters Score -2.21317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33787 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 36382 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71017 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 45478 members 
Mstep: Class 15 contains 27134 members 
Mstep: Class 16 contains 173075 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 129404 members 
Mstep: Class 21 contains 42210 members 
Mstep: Class 22 contains 203022 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
Score: -135261120.000000 Penalty: 72127.992188
Splitting cluster 20 changes total score from -135260720.000000 to -135261120.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 21 (42210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Entering Unmasked Estep 
Score: -5664353.000000 Penalty: 2641.302246
	Iteration 0F: 2 clusters Score -5664353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5635807.000000 Penalty: 5282.604492
	Iteration 0F: 3 clusters Score -5635807 nChanged 19297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5646399.000000 Penalty: 5282.604492
	Iteration 1F: 3 clusters Score -5646399 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5646913.000000 Penalty: 5282.604492
	Iteration 2Q: 3 clusters Score -5646913 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -5647412.500000 Penalty: 5282.604492
	Iteration 3Q: 3 clusters Score -5647412 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5647903.000000 Penalty: 5282.604492
	Iteration 4Q: 3 clusters Score -5647903 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5648476.000000 Penalty: 5282.604492
	Iteration 5Q: 3 clusters Score -5648476 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5649110.500000 Penalty: 5282.604492
	Iteration 6Q: 3 clusters Score -5649110 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5649800.500000 Penalty: 5282.604492
	Iteration 7Q: 3 clusters Score -5649800 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5650530.000000 Penalty: 5282.604492
	Iteration 8Q: 3 clusters Score -5650530 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5651308.500000 Penalty: 5282.604492
	Iteration 9Q: 3 clusters Score -5651308 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5652219.000000 Penalty: 5282.604492
	Iteration 10Q: 3 clusters Score -5652219 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5653258.000000 Penalty: 5282.604492
	Iteration 11Q: 3 clusters Score -5653258 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5654352.500000 Penalty: 5282.604492
	Iteration 12Q: 3 clusters Score -5654352 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5655405.000000 Penalty: 5282.604492
	Iteration 13Q: 3 clusters Score -5655405 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5656330.000000 Penalty: 5282.604492
	Iteration 14Q: 3 clusters Score -5656330 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5657018.000000 Penalty: 5282.604492
	Iteration 15Q: 3 clusters Score -5657018 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5657467.500000 Penalty: 5282.604492
	Iteration 16Q: 3 clusters Score -5657468 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -5657800.500000 Penalty: 5282.604492
	Iteration 17Q: 3 clusters Score -5657800 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5657983.500000 Penalty: 5282.604492
	Iteration 18Q: 3 clusters Score -5657984 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5658183.500000 Penalty: 5282.604492
	Iteration 19Q: 3 clusters Score -5658184 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -5658336.500000 Penalty: 5282.604492
	Iteration 20F: 3 clusters Score -5658336 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5658578.000000 Penalty: 5282.604492
	Iteration 21Q: 3 clusters Score -5658578 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -5658822.500000 Penalty: 5282.604492
	Iteration 22Q: 3 clusters Score -5658822 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5659006.000000 Penalty: 5282.604492
	Iteration 23Q: 3 clusters Score -5659006 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -5659236.000000 Penalty: 5282.604492
	Iteration 24Q: 3 clusters Score -5659236 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5659450.500000 Penalty: 5282.604492
	Iteration 25Q: 3 clusters Score -5659450 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5659682.000000 Penalty: 5282.604492
	Iteration 26Q: 3 clusters Score -5659682 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5659906.000000 Penalty: 5282.604492
	Iteration 27Q: 3 clusters Score -5659906 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5660126.500000 Penalty: 5282.604492
	Iteration 28Q: 3 clusters Score -5660126 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5660352.500000 Penalty: 5282.604492
	Iteration 29Q: 3 clusters Score -5660352 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5660583.000000 Penalty: 5282.604492
	Iteration 30Q: 3 clusters Score -5660583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5660784.000000 Penalty: 5282.604492
	Iteration 31Q: 3 clusters Score -5660784 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5660999.500000 Penalty: 5282.604492
	Iteration 32Q: 3 clusters Score -5661000 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5661213.000000 Penalty: 5282.604492
	Iteration 33Q: 3 clusters Score -5661213 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5661388.000000 Penalty: 5282.604492
	Iteration 34Q: 3 clusters Score -5661388 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5661499.500000 Penalty: 5282.604492
	Iteration 35Q: 3 clusters Score -5661500 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5661597.500000 Penalty: 5282.604492
	Iteration 36Q: 3 clusters Score -5661598 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5661695.000000 Penalty: 5282.604492
	Iteration 37Q: 3 clusters Score -5661695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5661774.000000 Penalty: 5282.604492
	Iteration 38Q: 3 clusters Score -5661774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5661826.000000 Penalty: 5282.604492
	Iteration 39Q: 3 clusters Score -5661826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5661896.500000 Penalty: 5282.604492
	Iteration 40F: 3 clusters Score -5661896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5661946.500000 Penalty: 5282.604492
	Iteration 41Q: 3 clusters Score -5661946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5661961.000000 Penalty: 5282.604492
	Iteration 42Q: 3 clusters Score -5661961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5661984.500000 Penalty: 5282.604492
	Iteration 43Q: 3 clusters Score -5661984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5662020.000000 Penalty: 5282.604492
	Iteration 44Q: 3 clusters Score -5662020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5662037.500000 Penalty: 5282.604492
	Iteration 45Q: 3 clusters Score -5662038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5662058.000000 Penalty: 5282.604492
	Iteration 46Q: 3 clusters Score -5662058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5662074.000000 Penalty: 5282.604492
	Iteration 47Q: 3 clusters Score -5662074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5662079.500000 Penalty: 5282.604492
	Iteration 48Q: 3 clusters Score -5662080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5662092.000000 Penalty: 5282.604492
	Iteration 49Q: 3 clusters Score -5662092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5662092.500000 Penalty: 5282.604492
	Iteration 50Q: 3 clusters Score -5662092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5662098.000000 Penalty: 5282.604492
	Iteration 51Q: 3 clusters Score -5662098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5662098.500000 Penalty: 5282.604492
	Iteration 52Q: 3 clusters Score -5662098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5662111.500000 Penalty: 5282.604492
	Iteration 53Q: 3 clusters Score -5662112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5662106.000000 Penalty: 5282.604492
	Iteration 54Q: 3 clusters Score -5662106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5662112.500000 Penalty: 5282.604492
	Iteration 55Q: 3 clusters Score -5662112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5662118.500000 Penalty: 5282.604492
	Iteration 56Q: 3 clusters Score -5662118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5662125.000000 Penalty: 5282.604492
	Iteration 57Q: 3 clusters Score -5662125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5662125.500000 Penalty: 5282.604492
	Iteration 58Q: 3 clusters Score -5662126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5662134.000000 Penalty: 5282.604492
	Iteration 59Q: 3 clusters Score -5662134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5662141.000000 Penalty: 5282.604492
	Iteration 60F: 3 clusters Score -5662141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5662147.000000 Penalty: 5282.604492
	Iteration 61Q: 3 clusters Score -5662147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5662148.500000 Penalty: 5282.604492
	Iteration 62Q: 3 clusters Score -5662148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5662147.500000 Penalty: 5282.604492
	Iteration 63Q: 3 clusters Score -5662148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5662145.500000 Penalty: 5282.604492
	Iteration 64Q: 3 clusters Score -5662146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5662145.500000 Penalty: 5282.604492
	Iteration 65F: 3 clusters Score -5662146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (203022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203022 members 
Entering Unmasked Estep 
Score: -26945906.000000 Penalty: 3030.825195
	Iteration 0F: 2 clusters Score -2.694591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -26819320.000000 Penalty: 6061.650391
	Iteration 0F: 3 clusters Score -2.681932e+07 nChanged 97682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -26876614.000000 Penalty: 6061.650391
	Iteration 1F: 3 clusters Score -2.687661e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -26877374.000000 Penalty: 6061.650391
	Iteration 2Q: 3 clusters Score -2.687737e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -26878594.000000 Penalty: 6061.650391
	Iteration 3Q: 3 clusters Score -2.687859e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -26880374.000000 Penalty: 6061.650391
	Iteration 4Q: 3 clusters Score -2.688037e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -26883624.000000 Penalty: 6061.650391
	Iteration 5Q: 3 clusters Score -2.688362e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 129114 members 
Entering Unmasked Estep 
Score: -26888978.000000 Penalty: 6061.650391
	Iteration 6F: 3 clusters Score -2.688898e+07 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -26898250.000000 Penalty: 6061.650391
	Iteration 7F: 3 clusters Score -2.689825e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 157581 members 
Entering Unmasked Estep 
Score: -26910836.000000 Penalty: 6061.650391
	Iteration 8F: 3 clusters Score -2.691084e+07 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -26924164.000000 Penalty: 6061.650391
	Iteration 9F: 3 clusters Score -2.692416e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 181341 members 
Entering Unmasked Estep 
Score: -26934456.000000 Penalty: 6061.650391
	Iteration 10F: 3 clusters Score -2.693446e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -26940320.000000 Penalty: 6061.650391
	Iteration 11Q: 3 clusters Score -2.694032e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 188015 members 
Entering Unmasked Estep 
Score: -26943034.000000 Penalty: 6061.650391
	Iteration 12Q: 3 clusters Score -2.694303e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 189198 members 
Entering Unmasked Estep 
Score: -26944146.000000 Penalty: 6061.650391
	Iteration 13Q: 3 clusters Score -2.694415e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 190086 members 
Entering Unmasked Estep 
Score: -26944680.000000 Penalty: 6061.650391
	Iteration 14Q: 3 clusters Score -2.694468e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -26945056.000000 Penalty: 6061.650391
	Iteration 15Q: 3 clusters Score -2.694506e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 191522 members 
Entering Unmasked Estep 
Score: -26945282.000000 Penalty: 6061.650391
	Iteration 16Q: 3 clusters Score -2.694528e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -26945422.000000 Penalty: 6061.650391
	Iteration 17Q: 3 clusters Score -2.694542e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 192656 members 
Entering Unmasked Estep 
Score: -26945518.000000 Penalty: 6061.650391
	Iteration 18Q: 3 clusters Score -2.694552e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
Score: -26945600.000000 Penalty: 6061.650391
	Iteration 19Q: 3 clusters Score -2.69456e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 193600 members 
Entering Unmasked Estep 
Score: -26945726.000000 Penalty: 6061.650391
	Iteration 20F: 3 clusters Score -2.694573e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 193975 members 
Entering Unmasked Estep 
Score: -26945714.000000 Penalty: 6061.650391
	Iteration 21Q: 3 clusters Score -2.694571e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -26945714.000000 Penalty: 6061.650391
	Iteration 22Q: 3 clusters Score -2.694571e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 194664 members 
Entering Unmasked Estep 
Score: -26945686.000000 Penalty: 6061.650391
	Iteration 23Q: 3 clusters Score -2.694569e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -26945646.000000 Penalty: 6061.650391
	Iteration 24Q: 3 clusters Score -2.694565e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 195211 members 
Entering Unmasked Estep 
Score: -26945590.000000 Penalty: 6061.650391
	Iteration 25Q: 3 clusters Score -2.694559e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -26945490.000000 Penalty: 6061.650391
	Iteration 26Q: 3 clusters Score -2.694549e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 195725 members 
Entering Unmasked Estep 
Score: -26945434.000000 Penalty: 6061.650391
	Iteration 27Q: 3 clusters Score -2.694543e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 195963 members 
Entering Unmasked Estep 
Score: -26945406.000000 Penalty: 6061.650391
	Iteration 28Q: 3 clusters Score -2.694541e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 196180 members 
Entering Unmasked Estep 
Score: -26945386.000000 Penalty: 6061.650391
	Iteration 29Q: 3 clusters Score -2.694539e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 196391 members 
Entering Unmasked Estep 
Score: -26945360.000000 Penalty: 6061.650391
	Iteration 30Q: 3 clusters Score -2.694536e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -26945336.000000 Penalty: 6061.650391
	Iteration 31Q: 3 clusters Score -2.694534e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 196775 members 
Entering Unmasked Estep 
Score: -26945322.000000 Penalty: 6061.650391
	Iteration 32Q: 3 clusters Score -2.694532e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -26945218.000000 Penalty: 6061.650391
	Iteration 33Q: 3 clusters Score -2.694522e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 197089 members 
Entering Unmasked Estep 
Score: -26945196.000000 Penalty: 6061.650391
	Iteration 34Q: 3 clusters Score -2.69452e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -26945190.000000 Penalty: 6061.650391
	Iteration 35Q: 3 clusters Score -2.694519e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 197422 members 
Entering Unmasked Estep 
Score: -26945122.000000 Penalty: 6061.650391
	Iteration 36Q: 3 clusters Score -2.694512e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 197580 members 
Entering Unmasked Estep 
Score: -26945102.000000 Penalty: 6061.650391
	Iteration 37Q: 3 clusters Score -2.69451e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 197728 members 
Entering Unmasked Estep 
Score: -26945046.000000 Penalty: 6061.650391
	Iteration 38Q: 3 clusters Score -2.694505e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 197889 members 
Entering Unmasked Estep 
Score: -26945022.000000 Penalty: 6061.650391
	Iteration 39Q: 3 clusters Score -2.694502e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 198026 members 
Entering Unmasked Estep 
Score: -26944984.000000 Penalty: 6061.650391
	Iteration 40F: 3 clusters Score -2.694498e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 198167 members 
Entering Unmasked Estep 
Score: -26944974.000000 Penalty: 6061.650391
	Iteration 41Q: 3 clusters Score -2.694497e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 198299 members 
Entering Unmasked Estep 
Score: -26944940.000000 Penalty: 6061.650391
	Iteration 42Q: 3 clusters Score -2.694494e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 198425 members 
Entering Unmasked Estep 
Score: -26944906.000000 Penalty: 6061.650391
	Iteration 43Q: 3 clusters Score -2.694491e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 198553 members 
Entering Unmasked Estep 
Score: -26944878.000000 Penalty: 6061.650391
	Iteration 44Q: 3 clusters Score -2.694488e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 198677 members 
Entering Unmasked Estep 
Score: -26944860.000000 Penalty: 6061.650391
	Iteration 45Q: 3 clusters Score -2.694486e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 198800 members 
Entering Unmasked Estep 
Score: -26944818.000000 Penalty: 6061.650391
	Iteration 46Q: 3 clusters Score -2.694482e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 198927 members 
Entering Unmasked Estep 
Score: -26944774.000000 Penalty: 6061.650391
	Iteration 47Q: 3 clusters Score -2.694477e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -26944670.000000 Penalty: 6061.650391
	Iteration 48Q: 3 clusters Score -2.694467e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 199153 members 
Entering Unmasked Estep 
Score: -26944652.000000 Penalty: 6061.650391
	Iteration 49Q: 3 clusters Score -2.694465e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 199241 members 
Entering Unmasked Estep 
Score: -26944624.000000 Penalty: 6061.650391
	Iteration 50Q: 3 clusters Score -2.694462e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 199334 members 
Entering Unmasked Estep 
Score: -26944684.000000 Penalty: 6061.650391
	Iteration 51Q: 3 clusters Score -2.694468e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 199434 members 
Entering Unmasked Estep 
Score: -26944670.000000 Penalty: 6061.650391
	Iteration 52Q: 3 clusters Score -2.694467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 199537 members 
Entering Unmasked Estep 
Score: -26944662.000000 Penalty: 6061.650391
	Iteration 53Q: 3 clusters Score -2.694466e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 199621 members 
Entering Unmasked Estep 
Score: -26944638.000000 Penalty: 6061.650391
	Iteration 54Q: 3 clusters Score -2.694464e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 199688 members 
Entering Unmasked Estep 
Score: -26944614.000000 Penalty: 6061.650391
	Iteration 55Q: 3 clusters Score -2.694461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -26944570.000000 Penalty: 6061.650391
	Iteration 56Q: 3 clusters Score -2.694457e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 199832 members 
Entering Unmasked Estep 
Score: -26944556.000000 Penalty: 6061.650391
	Iteration 57Q: 3 clusters Score -2.694456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 199903 members 
Entering Unmasked Estep 
Score: -26944524.000000 Penalty: 6061.650391
	Iteration 58Q: 3 clusters Score -2.694452e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 199967 members 
Entering Unmasked Estep 
Score: -26944512.000000 Penalty: 6061.650391
	Iteration 59Q: 3 clusters Score -2.694451e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 200024 members 
Entering Unmasked Estep 
Score: -26944492.000000 Penalty: 6061.650391
	Iteration 60F: 3 clusters Score -2.694449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 200077 members 
Entering Unmasked Estep 
Score: -26944510.000000 Penalty: 6061.650391
	Iteration 61Q: 3 clusters Score -2.694451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 200134 members 
Entering Unmasked Estep 
Score: -26944526.000000 Penalty: 6061.650391
	Iteration 62Q: 3 clusters Score -2.694453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 200193 members 
Entering Unmasked Estep 
Score: -26944534.000000 Penalty: 6061.650391
	Iteration 63Q: 3 clusters Score -2.694453e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 200248 members 
Entering Unmasked Estep 
Score: -26944518.000000 Penalty: 6061.650391
	Iteration 64Q: 3 clusters Score -2.694452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 200284 members 
Entering Unmasked Estep 
Score: -26944530.000000 Penalty: 6061.650391
	Iteration 65Q: 3 clusters Score -2.694453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 200325 members 
Entering Unmasked Estep 
Score: -26944524.000000 Penalty: 6061.650391
	Iteration 66Q: 3 clusters Score -2.694452e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 200368 members 
Entering Unmasked Estep 
Score: -26944530.000000 Penalty: 6061.650391
	Iteration 67Q: 3 clusters Score -2.694453e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 200414 members 
Entering Unmasked Estep 
Score: -26944496.000000 Penalty: 6061.650391
	Iteration 68Q: 3 clusters Score -2.69445e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 200459 members 
Entering Unmasked Estep 
Score: -26944492.000000 Penalty: 6061.650391
	Iteration 69Q: 3 clusters Score -2.694449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -26944476.000000 Penalty: 6061.650391
	Iteration 70Q: 3 clusters Score -2.694448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 200539 members 
Entering Unmasked Estep 
Score: -26944514.000000 Penalty: 6061.650391
	Iteration 71Q: 3 clusters Score -2.694451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 200569 members 
Entering Unmasked Estep 
Score: -26944484.000000 Penalty: 6061.650391
	Iteration 72Q: 3 clusters Score -2.694448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 200599 members 
Entering Unmasked Estep 
Score: -26944496.000000 Penalty: 6061.650391
	Iteration 73Q: 3 clusters Score -2.69445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 200634 members 
Entering Unmasked Estep 
Score: -26944492.000000 Penalty: 6061.650391
	Iteration 74Q: 3 clusters Score -2.694449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 200669 members 
Entering Unmasked Estep 
Score: -26944494.000000 Penalty: 6061.650391
	Iteration 75Q: 3 clusters Score -2.694449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 200700 members 
Entering Unmasked Estep 
Score: -26944530.000000 Penalty: 6061.650391
	Iteration 76Q: 3 clusters Score -2.694453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 200732 members 
Entering Unmasked Estep 
Score: -26944508.000000 Penalty: 6061.650391
	Iteration 77Q: 3 clusters Score -2.694451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 200752 members 
Entering Unmasked Estep 
Score: -26944484.000000 Penalty: 6061.650391
	Iteration 78Q: 3 clusters Score -2.694448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 200777 members 
Entering Unmasked Estep 
Score: -26944518.000000 Penalty: 6061.650391
	Iteration 79Q: 3 clusters Score -2.694452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 200799 members 
Entering Unmasked Estep 
Score: -26944496.000000 Penalty: 6061.650391
	Iteration 80F: 3 clusters Score -2.69445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 200821 members 
Entering Unmasked Estep 
Score: -26944478.000000 Penalty: 6061.650391
	Iteration 81Q: 3 clusters Score -2.694448e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 200847 members 
Entering Unmasked Estep 
Score: -26944494.000000 Penalty: 6061.650391
	Iteration 82Q: 3 clusters Score -2.694449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 200870 members 
Entering Unmasked Estep 
Score: -26944498.000000 Penalty: 6061.650391
	Iteration 83Q: 3 clusters Score -2.69445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 200892 members 
Entering Unmasked Estep 
Score: -26944462.000000 Penalty: 6061.650391
	Iteration 84Q: 3 clusters Score -2.694446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 200915 members 
Entering Unmasked Estep 
Score: -26944478.000000 Penalty: 6061.650391
	Iteration 85Q: 3 clusters Score -2.694448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 200931 members 
Entering Unmasked Estep 
Score: -26944454.000000 Penalty: 6061.650391
	Iteration 86Q: 3 clusters Score -2.694445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 200948 members 
Entering Unmasked Estep 
Score: -26944444.000000 Penalty: 6061.650391
	Iteration 87Q: 3 clusters Score -2.694444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
Score: -26944452.000000 Penalty: 6061.650391
	Iteration 88Q: 3 clusters Score -2.694445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -26944446.000000 Penalty: 6061.650391
	Iteration 89Q: 3 clusters Score -2.694445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 200968 members 
Entering Unmasked Estep 
Score: -26944438.000000 Penalty: 6061.650391
	Iteration 90Q: 3 clusters Score -2.694444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 200971 members 
Entering Unmasked Estep 
Score: -26944448.000000 Penalty: 6061.650391
	Iteration 91Q: 3 clusters Score -2.694445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -26944454.000000 Penalty: 6061.650391
	Iteration 92Q: 3 clusters Score -2.694445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 200978 members 
Entering Unmasked Estep 
Score: -26944442.000000 Penalty: 6061.650391
	Iteration 93Q: 3 clusters Score -2.694444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 200981 members 
Entering Unmasked Estep 
Score: -26944438.000000 Penalty: 6061.650391
	Iteration 94Q: 3 clusters Score -2.694444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 200985 members 
Entering Unmasked Estep 
Score: -26944420.000000 Penalty: 6061.650391
	Iteration 95Q: 3 clusters Score -2.694442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 200990 members 
Entering Unmasked Estep 
Score: -26944412.000000 Penalty: 6061.650391
	Iteration 96Q: 3 clusters Score -2.694441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -26944394.000000 Penalty: 6061.650391
	Iteration 97Q: 3 clusters Score -2.694439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 201009 members 
Entering Unmasked Estep 
Score: -26944414.000000 Penalty: 6061.650391
	Iteration 98Q: 3 clusters Score -2.694441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 201024 members 
Entering Unmasked Estep 
Score: -26944394.000000 Penalty: 6061.650391
	Iteration 99Q: 3 clusters Score -2.694439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 201036 members 
Entering Unmasked Estep 
Score: -26944366.000000 Penalty: 6061.650391
	Iteration 100F: 3 clusters Score -2.694437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 201043 members 
Entering Unmasked Estep 
Score: -26944366.000000 Penalty: 6061.650391
	Iteration 101Q: 3 clusters Score -2.694437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -26944380.000000 Penalty: 6061.650391
	Iteration 102Q: 3 clusters Score -2.694438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 201068 members 
Entering Unmasked Estep 
Score: -26944396.000000 Penalty: 6061.650391
	Iteration 103Q: 3 clusters Score -2.69444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 201082 members 
Entering Unmasked Estep 
Score: -26944384.000000 Penalty: 6061.650391
	Iteration 104Q: 3 clusters Score -2.694438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 201091 members 
Entering Unmasked Estep 
Score: -26944398.000000 Penalty: 6061.650391
	Iteration 105Q: 3 clusters Score -2.69444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 201102 members 
Entering Unmasked Estep 
Score: -26944366.000000 Penalty: 6061.650391
	Iteration 106Q: 3 clusters Score -2.694437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 201111 members 
Entering Unmasked Estep 
Score: -26944364.000000 Penalty: 6061.650391
	Iteration 107Q: 3 clusters Score -2.694436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 201118 members 
Entering Unmasked Estep 
Score: -26944382.000000 Penalty: 6061.650391
	Iteration 108Q: 3 clusters Score -2.694438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 201122 members 
Entering Unmasked Estep 
Score: -26944382.000000 Penalty: 6061.650391
	Iteration 109Q: 3 clusters Score -2.694438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 201126 members 
Entering Unmasked Estep 
Score: -26944380.000000 Penalty: 6061.650391
	Iteration 110Q: 3 clusters Score -2.694438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 201130 members 
Entering Unmasked Estep 
Score: -26944376.000000 Penalty: 6061.650391
	Iteration 111Q: 3 clusters Score -2.694438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 201136 members 
Entering Unmasked Estep 
Score: -26944380.000000 Penalty: 6061.650391
	Iteration 112Q: 3 clusters Score -2.694438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 201141 members 
Entering Unmasked Estep 
Score: -26944390.000000 Penalty: 6061.650391
	Iteration 113Q: 3 clusters Score -2.694439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 201147 members 
Entering Unmasked Estep 
Score: -26944384.000000 Penalty: 6061.650391
	Iteration 114Q: 3 clusters Score -2.694438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 201151 members 
Entering Unmasked Estep 
Score: -26944374.000000 Penalty: 6061.650391
	Iteration 115Q: 3 clusters Score -2.694437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 201155 members 
Entering Unmasked Estep 
Score: -26944380.000000 Penalty: 6061.650391
	Iteration 116Q: 3 clusters Score -2.694438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 201159 members 
Entering Unmasked Estep 
Score: -26944386.000000 Penalty: 6061.650391
	Iteration 117Q: 3 clusters Score -2.694439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 201161 members 
Entering Unmasked Estep 
Score: -26944386.000000 Penalty: 6061.650391
	Iteration 118Q: 3 clusters Score -2.694439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 201166 members 
Entering Unmasked Estep 
Score: -26944370.000000 Penalty: 6061.650391
	Iteration 119Q: 3 clusters Score -2.694437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 201173 members 
Entering Unmasked Estep 
Score: -26944346.000000 Penalty: 6061.650391
	Iteration 120F: 3 clusters Score -2.694435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 201179 members 
Entering Unmasked Estep 
Score: -26944334.000000 Penalty: 6061.650391
	Iteration 121Q: 3 clusters Score -2.694433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 201181 members 
Entering Unmasked Estep 
Score: -26944340.000000 Penalty: 6061.650391
	Iteration 122Q: 3 clusters Score -2.694434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -26944344.000000 Penalty: 6061.650391
	Iteration 123Q: 3 clusters Score -2.694434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -26944344.000000 Penalty: 6061.650391
	Iteration 124F: 3 clusters Score -2.694434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -182909.265625 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -182909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180672.156250 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -180672.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181016.781250 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -181016.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181115.171875 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -181115.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -181168.046875 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -181168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181199.953125 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -181200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -181216.453125 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -181216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -181226.859375 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -181226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181237.406250 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -181237.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181243.140625 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -181243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181248.218750 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -181248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181251.890625 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -181251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181254.406250 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -181254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181257.296875 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -181257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181259.578125 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -181259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181260.859375 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -181260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181262.531250 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -181262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181263.890625 Penalty: 3590.294434
	Iteration 16Q: 3 clusters Score -181263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181264.703125 Penalty: 3590.294434
	Iteration 17Q: 3 clusters Score -181264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181269.453125 Penalty: 3590.294434
	Iteration 18Q: 3 clusters Score -181269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181276.906250 Penalty: 3590.294434
	Iteration 19Q: 3 clusters Score -181276.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181284.437500 Penalty: 3590.294434
	Iteration 20F: 3 clusters Score -181284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181290.703125 Penalty: 3590.294434
	Iteration 21Q: 3 clusters Score -181290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181293.828125 Penalty: 3590.294434
	Iteration 22Q: 3 clusters Score -181293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181296.265625 Penalty: 3590.294434
	Iteration 23Q: 3 clusters Score -181296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -181299.937500 Penalty: 3590.294434
	Iteration 24Q: 3 clusters Score -181299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181300.937500 Penalty: 3590.294434
	Iteration 25Q: 3 clusters Score -181300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181300.937500 Penalty: 3590.294434
	Iteration 26F: 3 clusters Score -181300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25170 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33787 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 71017 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 45478 members 
Mstep: Class 15 contains 27134 members 
Mstep: Class 16 contains 173075 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 129404 members 
Mstep: Class 21 contains 42210 members 
Mstep: Class 22 contains 203022 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135268080.000000 Penalty: 72127.992188
Iteration 239Q: 22 clusters Score -1.352681e+08 nChanged 19956
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24743 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28712 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162349 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 33777 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 37015 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 70918 members 
Mstep: Class 13 contains 48459 members 
Mstep: Class 14 contains 45527 members 
Mstep: Class 15 contains 27235 members 
Mstep: Class 16 contains 173852 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 126954 members 
Mstep: Class 21 contains 42270 members 
Mstep: Class 22 contains 203114 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135273024.000000 Penalty: 72127.992188
Iteration 240F: 22 clusters Score -1.35273e+08 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24368 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 28729 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163295 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 33750 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 37480 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 70757 members 
Mstep: Class 13 contains 48522 members 
Mstep: Class 14 contains 45559 members 
Mstep: Class 15 contains 27291 members 
Mstep: Class 16 contains 174581 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 125242 members 
Mstep: Class 21 contains 42349 members 
Mstep: Class 22 contains 202999 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135275232.000000 Penalty: 72127.992188
Iteration 241Q: 22 clusters Score -1.352752e+08 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24048 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 28744 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163970 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 33712 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 37936 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 70624 members 
Mstep: Class 13 contains 48609 members 
Mstep: Class 14 contains 45603 members 
Mstep: Class 15 contains 27351 members 
Mstep: Class 16 contains 175158 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 123953 members 
Mstep: Class 21 contains 42416 members 
Mstep: Class 22 contains 202809 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135276896.000000 Penalty: 72127.992188
Iteration 242Q: 22 clusters Score -1.352769e+08 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23758 members 
Mstep: Class 3 contains 649 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164500 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 33675 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 70458 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 45724 members 
Mstep: Class 15 contains 27391 members 
Mstep: Class 16 contains 175706 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 122893 members 
Mstep: Class 21 contains 42499 members 
Mstep: Class 22 contains 202655 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135278224.000000 Penalty: 72127.992188
Iteration 243Q: 22 clusters Score -1.352782e+08 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23503 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 28791 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164879 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 33634 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 38578 members 
Mstep: Class 11 contains 2866 members 
Mstep: Class 12 contains 70345 members 
Mstep: Class 13 contains 48705 members 
Mstep: Class 14 contains 45825 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 176171 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 122197 members 
Mstep: Class 21 contains 42536 members 
Mstep: Class 22 contains 202373 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279440.000000 Penalty: 72127.992188
Iteration 244Q: 22 clusters Score -1.352794e+08 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23252 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 28808 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165124 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 38837 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 70248 members 
Mstep: Class 13 contains 48766 members 
Mstep: Class 14 contains 45912 members 
Mstep: Class 15 contains 27489 members 
Mstep: Class 16 contains 176563 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 121770 members 
Mstep: Class 21 contains 42537 members 
Mstep: Class 22 contains 202082 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279888.000000 Penalty: 72127.992188
Iteration 245Q: 22 clusters Score -1.352799e+08 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23075 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 28823 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165282 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 33589 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 39057 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 70163 members 
Mstep: Class 13 contains 48794 members 
Mstep: Class 14 contains 45952 members 
Mstep: Class 15 contains 27509 members 
Mstep: Class 16 contains 176947 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 121387 members 
Mstep: Class 21 contains 42563 members 
Mstep: Class 22 contains 201863 members 
Mstep: Class 23 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279808.000000 Penalty: 72127.992188
Iteration 246Q: 22 clusters Score -1.352798e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22916 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 28829 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165335 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 33570 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 39242 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 70117 members 
Mstep: Class 13 contains 48816 members 
Mstep: Class 14 contains 45985 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 177294 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 121119 members 
Mstep: Class 21 contains 42594 members 
Mstep: Class 22 contains 201677 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 72127.992188
Iteration 247Q: 22 clusters Score -1.352799e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22780 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 28845 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165301 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 33550 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39405 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 70046 members 
Mstep: Class 13 contains 48836 members 
Mstep: Class 14 contains 46045 members 
Mstep: Class 15 contains 27546 members 
Mstep: Class 16 contains 177581 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120939 members 
Mstep: Class 21 contains 42607 members 
Mstep: Class 22 contains 201550 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280128.000000 Penalty: 72127.992188
Iteration 248Q: 22 clusters Score -1.352801e+08 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22666 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28861 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165209 members 
Mstep: Class 7 contains 1457 members 
Mstep: Class 8 contains 33536 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39519 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 69941 members 
Mstep: Class 13 contains 48835 members 
Mstep: Class 14 contains 46091 members 
Mstep: Class 15 contains 27572 members 
Mstep: Class 16 contains 177794 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120893 members 
Mstep: Class 21 contains 42639 members 
Mstep: Class 22 contains 201494 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280208.000000 Penalty: 72127.992188
Iteration 249Q: 22 clusters Score -1.352802e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22597 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28883 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 165095 members 
Mstep: Class 7 contains 1460 members 
Mstep: Class 8 contains 33534 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39609 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 48850 members 
Mstep: Class 14 contains 46106 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 177975 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120811 members 
Mstep: Class 21 contains 42664 members 
Mstep: Class 22 contains 201494 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 72127.992188
Iteration 250Q: 22 clusters Score -1.352803e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22528 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 28910 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164985 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 33527 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39697 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 69783 members 
Mstep: Class 13 contains 48873 members 
Mstep: Class 14 contains 46135 members 
Mstep: Class 15 contains 27570 members 
Mstep: Class 16 contains 178104 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120730 members 
Mstep: Class 21 contains 42695 members 
Mstep: Class 22 contains 201531 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 251Q: 22 clusters Score -1.352804e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22473 members 
Mstep: Class 3 contains 644 members 
Mstep: Class 4 contains 28933 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164917 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 33522 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39761 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 69701 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 46153 members 
Mstep: Class 15 contains 27569 members 
Mstep: Class 16 contains 178197 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120695 members 
Mstep: Class 21 contains 42722 members 
Mstep: Class 22 contains 201557 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 252Q: 22 clusters Score -1.352806e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22433 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164821 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33518 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39802 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 69635 members 
Mstep: Class 13 contains 48883 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 27569 members 
Mstep: Class 16 contains 178298 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120665 members 
Mstep: Class 21 contains 42740 members 
Mstep: Class 22 contains 201600 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280640.000000 Penalty: 72127.992188
Iteration 253Q: 22 clusters Score -1.352806e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22417 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 28988 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164713 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33525 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39811 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 69575 members 
Mstep: Class 13 contains 48872 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 27563 members 
Mstep: Class 16 contains 178403 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120635 members 
Mstep: Class 21 contains 42758 members 
Mstep: Class 22 contains 201680 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
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Iteration 254Q: 22 clusters Score -1.352807e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22402 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 29018 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164564 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33525 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39817 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 69523 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 27554 members 
Mstep: Class 16 contains 178566 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120583 members 
Mstep: Class 21 contains 42774 members 
Mstep: Class 22 contains 201747 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 22 clusters Score -1.352806e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22400 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 29051 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164414 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33515 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39830 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 69467 members 
Mstep: Class 13 contains 48842 members 
Mstep: Class 14 contains 46187 members 
Mstep: Class 15 contains 27558 members 
Mstep: Class 16 contains 178713 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120540 members 
Mstep: Class 21 contains 42774 members 
Mstep: Class 22 contains 201830 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 256Q: 22 clusters Score -1.352803e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 3 contains 643 members 
Mstep: Class 4 contains 29076 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164240 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33511 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39834 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 69420 members 
Mstep: Class 13 contains 48834 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 27570 members 
Mstep: Class 16 contains 178857 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120543 members 
Mstep: Class 21 contains 42782 members 
Mstep: Class 22 contains 201870 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 257Q: 22 clusters Score -1.352804e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22384 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29095 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 164060 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33511 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39819 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 69386 members 
Mstep: Class 13 contains 48822 members 
Mstep: Class 14 contains 46191 members 
Mstep: Class 15 contains 27589 members 
Mstep: Class 16 contains 179005 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120520 members 
Mstep: Class 21 contains 42816 members 
Mstep: Class 22 contains 201930 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 258Q: 22 clusters Score -1.352806e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22387 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29110 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163891 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33522 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39807 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 69372 members 
Mstep: Class 13 contains 48816 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 27592 members 
Mstep: Class 16 contains 179105 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120498 members 
Mstep: Class 21 contains 42849 members 
Mstep: Class 22 contains 202003 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 259Q: 22 clusters Score -1.352805e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22390 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29135 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163720 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 33525 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39812 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 69342 members 
Mstep: Class 13 contains 48803 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27606 members 
Mstep: Class 16 contains 179208 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120478 members 
Mstep: Class 21 contains 42850 members 
Mstep: Class 22 contains 202084 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 72127.992188
Iteration 260F: 22 clusters Score -1.352803e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22380 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29166 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163596 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 33528 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39802 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 48803 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 27618 members 
Mstep: Class 16 contains 179315 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120459 members 
Mstep: Class 21 contains 42860 members 
Mstep: Class 22 contains 202123 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 22 clusters Score -1.352802e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22367 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29207 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163437 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 33527 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39790 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 12 contains 69297 members 
Mstep: Class 13 contains 48785 members 
Mstep: Class 14 contains 46173 members 
Mstep: Class 15 contains 27618 members 
Mstep: Class 16 contains 179461 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120458 members 
Mstep: Class 21 contains 42866 members 
Mstep: Class 22 contains 202154 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 72127.992188
Iteration 262Q: 22 clusters Score -1.352801e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22353 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29232 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163276 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33535 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39783 members 
Mstep: Class 11 contains 2706 members 
Mstep: Class 12 contains 69277 members 
Mstep: Class 13 contains 48772 members 
Mstep: Class 14 contains 46168 members 
Mstep: Class 15 contains 27617 members 
Mstep: Class 16 contains 179615 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120450 members 
Mstep: Class 21 contains 42869 members 
Mstep: Class 22 contains 202197 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 22 clusters Score -1.352801e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22342 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29263 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 163127 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33543 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39778 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 48763 members 
Mstep: Class 14 contains 46168 members 
Mstep: Class 15 contains 27616 members 
Mstep: Class 16 contains 179736 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120440 members 
Mstep: Class 21 contains 42869 members 
Mstep: Class 22 contains 202241 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 22 clusters Score -1.352801e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22335 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29285 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162983 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33547 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39757 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 69255 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 179861 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120440 members 
Mstep: Class 21 contains 42866 members 
Mstep: Class 22 contains 202289 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 265Q: 22 clusters Score -1.352803e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22336 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 29302 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162859 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33550 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39741 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 69226 members 
Mstep: Class 13 contains 48727 members 
Mstep: Class 14 contains 46167 members 
Mstep: Class 15 contains 27612 members 
Mstep: Class 16 contains 179995 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120418 members 
Mstep: Class 21 contains 42865 members 
Mstep: Class 22 contains 202354 members 
Mstep: Class 23 contains 1397 members 
Entering Unmasked Estep 
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Iteration 266Q: 22 clusters Score -1.352802e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22337 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29319 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162765 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33561 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39722 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 69186 members 
Mstep: Class 13 contains 48713 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 27611 members 
Mstep: Class 16 contains 180100 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120421 members 
Mstep: Class 21 contains 42864 members 
Mstep: Class 22 contains 202395 members 
Mstep: Class 23 contains 1398 members 
Entering Unmasked Estep 
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Iteration 267Q: 22 clusters Score -1.352804e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22333 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29335 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162656 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33577 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39715 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 69147 members 
Mstep: Class 13 contains 48711 members 
Mstep: Class 14 contains 46158 members 
Mstep: Class 15 contains 27616 members 
Mstep: Class 16 contains 180209 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120413 members 
Mstep: Class 21 contains 42856 members 
Mstep: Class 22 contains 202427 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
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Iteration 268Q: 22 clusters Score -1.352804e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22325 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29353 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162579 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 33594 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39704 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 69099 members 
Mstep: Class 13 contains 48709 members 
Mstep: Class 14 contains 46170 members 
Mstep: Class 15 contains 27622 members 
Mstep: Class 16 contains 180322 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120376 members 
Mstep: Class 21 contains 42851 members 
Mstep: Class 22 contains 202448 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
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Iteration 269Q: 22 clusters Score -1.352805e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22315 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29368 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162535 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33595 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39697 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 69066 members 
Mstep: Class 13 contains 48724 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 27629 members 
Mstep: Class 16 contains 180374 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120347 members 
Mstep: Class 21 contains 42842 members 
Mstep: Class 22 contains 202484 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
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Iteration 270Q: 22 clusters Score -1.352804e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29381 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162468 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33600 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39689 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 69037 members 
Mstep: Class 13 contains 48735 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 27629 members 
Mstep: Class 16 contains 180430 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120331 members 
Mstep: Class 21 contains 42841 members 
Mstep: Class 22 contains 202518 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280400.000000 Penalty: 72127.992188
Iteration 271Q: 22 clusters Score -1.352804e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29395 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162416 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33611 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39675 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 69020 members 
Mstep: Class 13 contains 48736 members 
Mstep: Class 14 contains 46193 members 
Mstep: Class 15 contains 27625 members 
Mstep: Class 16 contains 180472 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120322 members 
Mstep: Class 21 contains 42834 members 
Mstep: Class 22 contains 202554 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280624.000000 Penalty: 72127.992188
Iteration 272Q: 22 clusters Score -1.352806e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 641 members 
Mstep: Class 4 contains 29419 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162358 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33611 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39664 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 69009 members 
Mstep: Class 13 contains 48742 members 
Mstep: Class 14 contains 46189 members 
Mstep: Class 15 contains 27619 members 
Mstep: Class 16 contains 180512 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120311 members 
Mstep: Class 21 contains 42831 members 
Mstep: Class 22 contains 202595 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280976.000000 Penalty: 72127.992188
Iteration 273Q: 22 clusters Score -1.35281e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22285 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29442 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162309 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33607 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39648 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 68998 members 
Mstep: Class 13 contains 48747 members 
Mstep: Class 14 contains 46192 members 
Mstep: Class 15 contains 27608 members 
Mstep: Class 16 contains 180581 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120297 members 
Mstep: Class 21 contains 42820 members 
Mstep: Class 22 contains 202621 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 274Q: 22 clusters Score -1.352808e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22282 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162271 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33604 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39633 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 48741 members 
Mstep: Class 14 contains 46196 members 
Mstep: Class 15 contains 27607 members 
Mstep: Class 16 contains 180647 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120287 members 
Mstep: Class 21 contains 42811 members 
Mstep: Class 22 contains 202642 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280832.000000 Penalty: 72127.992188
Iteration 275Q: 22 clusters Score -1.352808e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22274 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29474 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162240 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33607 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39615 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 68940 members 
Mstep: Class 13 contains 48744 members 
Mstep: Class 14 contains 46195 members 
Mstep: Class 15 contains 27608 members 
Mstep: Class 16 contains 180713 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120277 members 
Mstep: Class 21 contains 42804 members 
Mstep: Class 22 contains 202663 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280880.000000 Penalty: 72127.992188
Iteration 276Q: 22 clusters Score -1.352809e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22272 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29485 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162212 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33611 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39601 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 68907 members 
Mstep: Class 13 contains 48741 members 
Mstep: Class 14 contains 46193 members 
Mstep: Class 15 contains 27611 members 
Mstep: Class 16 contains 180772 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120283 members 
Mstep: Class 21 contains 42796 members 
Mstep: Class 22 contains 202670 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280752.000000 Penalty: 72127.992188
Iteration 277Q: 22 clusters Score -1.352808e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22271 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29495 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162183 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33612 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39592 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 68880 members 
Mstep: Class 13 contains 48743 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 27613 members 
Mstep: Class 16 contains 180830 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120283 members 
Mstep: Class 21 contains 42784 members 
Mstep: Class 22 contains 202680 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280864.000000 Penalty: 72127.992188
Iteration 278Q: 22 clusters Score -1.352809e+08 nChanged 371
Entering ConstructFrom: 
Score: -135280864.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118879.179688 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118879.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119280.367188 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119280.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119587.187500 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119587.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119858.078125 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119858.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119964.117188 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -119964.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120018.046875 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120057.437500 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120057.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120092.460938 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120123.093750 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120153.953125 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -120204.742188 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120241.335938 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120253.593750 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -120258.109375 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -120259.531250 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -120260.625000 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120261.710938 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -120261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120263.414062 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -120263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -120266.562500 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -120266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -120266.562500 Penalty: 3425.750488
	Iteration 19F: 3 clusters Score -120266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Entering Unmasked Estep 
Score: -2847458.500000 Penalty: 2482.660156
	Iteration 0F: 2 clusters Score -2847458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2831889.750000 Penalty: 4965.320312
	Iteration 0F: 3 clusters Score -2831890 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2837186.500000 Penalty: 4965.320312
	Iteration 1F: 3 clusters Score -2837186 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2837678.500000 Penalty: 4965.320312
	Iteration 2F: 3 clusters Score -2837678 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2838172.500000 Penalty: 4965.320312
	Iteration 3Q: 3 clusters Score -2838172 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2838746.750000 Penalty: 4965.320312
	Iteration 4F: 3 clusters Score -2838747 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2839395.000000 Penalty: 4965.320312
	Iteration 5F: 3 clusters Score -2839395 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2840072.750000 Penalty: 4965.320312
	Iteration 6F: 3 clusters Score -2840073 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2840746.500000 Penalty: 4965.320312
	Iteration 7F: 3 clusters Score -2840746 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2841403.000000 Penalty: 4965.320312
	Iteration 8F: 3 clusters Score -2841403 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2841966.500000 Penalty: 4965.320312
	Iteration 9Q: 3 clusters Score -2841966 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2842474.250000 Penalty: 4965.320312
	Iteration 10Q: 3 clusters Score -2842474 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2842892.500000 Penalty: 4965.320312
	Iteration 11Q: 3 clusters Score -2842892 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2843283.750000 Penalty: 4965.320312
	Iteration 12Q: 3 clusters Score -2843284 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2843602.250000 Penalty: 4965.320312
	Iteration 13Q: 3 clusters Score -2843602 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2843906.250000 Penalty: 4965.320312
	Iteration 14Q: 3 clusters Score -2843906 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2844162.250000 Penalty: 4965.320312
	Iteration 15Q: 3 clusters Score -2844162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2844384.000000 Penalty: 4965.320312
	Iteration 16Q: 3 clusters Score -2844384 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2844587.250000 Penalty: 4965.320312
	Iteration 17Q: 3 clusters Score -2844587 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2844763.250000 Penalty: 4965.320312
	Iteration 18Q: 3 clusters Score -2844763 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2844912.500000 Penalty: 4965.320312
	Iteration 19Q: 3 clusters Score -2844912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2845027.000000 Penalty: 4965.320312
	Iteration 20F: 3 clusters Score -2845027 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2845121.500000 Penalty: 4965.320312
	Iteration 21Q: 3 clusters Score -2845122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2845181.250000 Penalty: 4965.320312
	Iteration 22Q: 3 clusters Score -2845181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2845227.750000 Penalty: 4965.320312
	Iteration 23Q: 3 clusters Score -2845228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2845270.000000 Penalty: 4965.320312
	Iteration 24Q: 3 clusters Score -2845270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2845294.750000 Penalty: 4965.320312
	Iteration 25Q: 3 clusters Score -2845295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2845314.750000 Penalty: 4965.320312
	Iteration 26Q: 3 clusters Score -2845315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2845328.500000 Penalty: 4965.320312
	Iteration 27Q: 3 clusters Score -2845328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2845348.250000 Penalty: 4965.320312
	Iteration 28Q: 3 clusters Score -2845348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2845362.250000 Penalty: 4965.320312
	Iteration 29Q: 3 clusters Score -2845362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2845374.500000 Penalty: 4965.320312
	Iteration 30Q: 3 clusters Score -2845374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2845383.750000 Penalty: 4965.320312
	Iteration 31Q: 3 clusters Score -2845384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2845391.000000 Penalty: 4965.320312
	Iteration 32Q: 3 clusters Score -2845391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2845405.250000 Penalty: 4965.320312
	Iteration 33Q: 3 clusters Score -2845405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2845413.500000 Penalty: 4965.320312
	Iteration 34Q: 3 clusters Score -2845414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2845427.500000 Penalty: 4965.320312
	Iteration 35Q: 3 clusters Score -2845428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2845436.500000 Penalty: 4965.320312
	Iteration 36Q: 3 clusters Score -2845436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2845439.750000 Penalty: 4965.320312
	Iteration 37Q: 3 clusters Score -2845440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2845447.000000 Penalty: 4965.320312
	Iteration 38Q: 3 clusters Score -2845447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2845451.250000 Penalty: 4965.320312
	Iteration 39Q: 3 clusters Score -2845451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2845456.250000 Penalty: 4965.320312
	Iteration 40F: 3 clusters Score -2845456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2845463.000000 Penalty: 4965.320312
	Iteration 41Q: 3 clusters Score -2845463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2845464.250000 Penalty: 4965.320312
	Iteration 42Q: 3 clusters Score -2845464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2845464.250000 Penalty: 4965.320312
	Iteration 43F: 3 clusters Score -2845464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -79340.781250 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -79340.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77674.804688 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -77674.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77892.445312 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -77892.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77958.421875 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -77958.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77980.343750 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -77980.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77993.601562 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -77993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78003.867188 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -78003.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78013.156250 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -78013.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78016.867188 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -78016.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78020.351562 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -78020.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78021.468750 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -78021.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78021.468750 Penalty: 3204.888184
	Iteration 10F: 3 clusters Score -78021.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Entering Unmasked Estep 
Score: -3783124.250000 Penalty: 2552.477295
	Iteration 0F: 2 clusters Score -3783124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3762894.250000 Penalty: 5104.954590
	Iteration 0F: 3 clusters Score -3762894 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3770332.750000 Penalty: 5104.954590
	Iteration 1F: 3 clusters Score -3770333 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3771146.250000 Penalty: 5104.954590
	Iteration 2F: 3 clusters Score -3771146 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3772255.500000 Penalty: 5104.954590
	Iteration 3F: 3 clusters Score -3772256 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3773557.250000 Penalty: 5104.954590
	Iteration 4F: 3 clusters Score -3773557 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3775030.000000 Penalty: 5104.954590
	Iteration 5F: 3 clusters Score -3775030 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3776623.500000 Penalty: 5104.954590
	Iteration 6F: 3 clusters Score -3776624 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3778184.750000 Penalty: 5104.954590
	Iteration 7F: 3 clusters Score -3778185 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3779619.250000 Penalty: 5104.954590
	Iteration 8F: 3 clusters Score -3779619 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3780715.250000 Penalty: 5104.954590
	Iteration 9Q: 3 clusters Score -3780715 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3781493.750000 Penalty: 5104.954590
	Iteration 10Q: 3 clusters Score -3781494 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3781959.000000 Penalty: 5104.954590
	Iteration 11Q: 3 clusters Score -3781959 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3782162.750000 Penalty: 5104.954590
	Iteration 12Q: 3 clusters Score -3782163 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3782251.250000 Penalty: 5104.954590
	Iteration 13Q: 3 clusters Score -3782251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3782309.250000 Penalty: 5104.954590
	Iteration 14Q: 3 clusters Score -3782309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3782339.000000 Penalty: 5104.954590
	Iteration 15Q: 3 clusters Score -3782339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3782361.250000 Penalty: 5104.954590
	Iteration 16Q: 3 clusters Score -3782361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3782367.250000 Penalty: 5104.954590
	Iteration 17Q: 3 clusters Score -3782367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3782390.500000 Penalty: 5104.954590
	Iteration 18Q: 3 clusters Score -3782390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3782390.750000 Penalty: 5104.954590
	Iteration 19Q: 3 clusters Score -3782391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3782389.250000 Penalty: 5104.954590
	Iteration 20F: 3 clusters Score -3782389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3782397.000000 Penalty: 5104.954590
	Iteration 21Q: 3 clusters Score -3782397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3782404.250000 Penalty: 5104.954590
	Iteration 22Q: 3 clusters Score -3782404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3782408.750000 Penalty: 5104.954590
	Iteration 23Q: 3 clusters Score -3782409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3782407.000000 Penalty: 5104.954590
	Iteration 24Q: 3 clusters Score -3782407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3782408.000000 Penalty: 5104.954590
	Iteration 25Q: 3 clusters Score -3782408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3782413.750000 Penalty: 5104.954590
	Iteration 26Q: 3 clusters Score -3782414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3782417.500000 Penalty: 5104.954590
	Iteration 27Q: 3 clusters Score -3782418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3782413.500000 Penalty: 5104.954590
	Iteration 28Q: 3 clusters Score -3782414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3782413.500000 Penalty: 5104.954590
	Iteration 29F: 3 clusters Score -3782414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112610.859375 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112610.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -112923.234375 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112923.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113047.406250 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113047.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113117.570312 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -113117.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113171.265625 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -113171.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113218.406250 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -113218.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113291.828125 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -113291.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113356.531250 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -113356.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113417.781250 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -113417.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113466.843750 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -113466.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113503.742188 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -113503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113532.695312 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -113532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113549.445312 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -113549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113556.460938 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -113556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113563.234375 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -113563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113580.031250 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -113580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113596.523438 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -113596.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113609.007812 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -113609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113626.750000 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -113626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113653.335938 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -113653.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113680.164062 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -113680.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113705.164062 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -113705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113717.437500 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -113717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113727.304688 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -113727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113737.812500 Penalty: 3412.160645
	Iteration 24Q: 3 clusters Score -113737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113742.187500 Penalty: 3412.160645
	Iteration 25Q: 3 clusters Score -113742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113744.265625 Penalty: 3412.160645
	Iteration 26Q: 3 clusters Score -113744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113746.460938 Penalty: 3412.160645
	Iteration 27Q: 3 clusters Score -113746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113749.882812 Penalty: 3412.160645
	Iteration 28Q: 3 clusters Score -113749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113749.882812 Penalty: 3412.160645
	Iteration 29F: 3 clusters Score -113749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (162147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162147 members 
Entering Unmasked Estep 
Score: -21628860.000000 Penalty: 2975.072266
	Iteration 0F: 2 clusters Score -2.162886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -21525792.000000 Penalty: 5950.144531
	Iteration 0F: 3 clusters Score -2.152579e+07 nChanged 77955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -21570490.000000 Penalty: 5950.144531
	Iteration 1F: 3 clusters Score -2.157049e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -21571820.000000 Penalty: 5950.144531
	Iteration 2Q: 3 clusters Score -2.157182e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -21574058.000000 Penalty: 5950.144531
	Iteration 3Q: 3 clusters Score -2.157406e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -21577974.000000 Penalty: 5950.144531
	Iteration 4F: 3 clusters Score -2.157797e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -21585564.000000 Penalty: 5950.144531
	Iteration 5F: 3 clusters Score -2.158556e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -21597256.000000 Penalty: 5950.144531
	Iteration 6F: 3 clusters Score -2.159726e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -21610568.000000 Penalty: 5950.144531
	Iteration 7F: 3 clusters Score -2.161057e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 153924 members 
Entering Unmasked Estep 
Score: -21619680.000000 Penalty: 5950.144531
	Iteration 8F: 3 clusters Score -2.161968e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -21623942.000000 Penalty: 5950.144531
	Iteration 9Q: 3 clusters Score -2.162394e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -21625518.000000 Penalty: 5950.144531
	Iteration 10Q: 3 clusters Score -2.162552e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -21626008.000000 Penalty: 5950.144531
	Iteration 11Q: 3 clusters Score -2.162601e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -21626278.000000 Penalty: 5950.144531
	Iteration 12Q: 3 clusters Score -2.162628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -21626342.000000 Penalty: 5950.144531
	Iteration 13Q: 3 clusters Score -2.162634e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -21626410.000000 Penalty: 5950.144531
	Iteration 14Q: 3 clusters Score -2.162641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -21626408.000000 Penalty: 5950.144531
	Iteration 15Q: 3 clusters Score -2.162641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -21626452.000000 Penalty: 5950.144531
	Iteration 16Q: 3 clusters Score -2.162645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -21626472.000000 Penalty: 5950.144531
	Iteration 17Q: 3 clusters Score -2.162647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -21626504.000000 Penalty: 5950.144531
	Iteration 18Q: 3 clusters Score -2.16265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -21626508.000000 Penalty: 5950.144531
	Iteration 19Q: 3 clusters Score -2.162651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -21626496.000000 Penalty: 5950.144531
	Iteration 20F: 3 clusters Score -2.16265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -21626506.000000 Penalty: 5950.144531
	Iteration 21Q: 3 clusters Score -2.162651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -21626512.000000 Penalty: 5950.144531
	Iteration 22Q: 3 clusters Score -2.162651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -21626528.000000 Penalty: 5950.144531
	Iteration 23Q: 3 clusters Score -2.162653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -21626510.000000 Penalty: 5950.144531
	Iteration 24Q: 3 clusters Score -2.162651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -21626506.000000 Penalty: 5950.144531
	Iteration 25Q: 3 clusters Score -2.162651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -21626520.000000 Penalty: 5950.144531
	Iteration 26Q: 3 clusters Score -2.162652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -21626534.000000 Penalty: 5950.144531
	Iteration 27Q: 3 clusters Score -2.162653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -21626528.000000 Penalty: 5950.144531
	Iteration 28Q: 3 clusters Score -2.162653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 161723 members 
Entering Unmasked Estep 
Score: -21626542.000000 Penalty: 5950.144531
	Iteration 29Q: 3 clusters Score -2.162654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21626558.000000 Penalty: 5950.144531
	Iteration 30Q: 3 clusters Score -2.162656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -21626554.000000 Penalty: 5950.144531
	Iteration 31Q: 3 clusters Score -2.162655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21626548.000000 Penalty: 5950.144531
	Iteration 32Q: 3 clusters Score -2.162655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21626548.000000 Penalty: 5950.144531
	Iteration 33F: 3 clusters Score -2.162655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -190133.609375 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -190133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -187878.687500 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -187878.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188236.187500 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -188236.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -188329.890625 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -188329.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188388.890625 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -188388.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188418.000000 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -188418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188440.359375 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -188440.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -188462.281250 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -188462.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -188483.968750 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -188484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188509.703125 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -188509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188523.484375 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -188523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188532.656250 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -188532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -188544.515625 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -188544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -188555.609375 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -188555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188558.765625 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -188558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -188562.937500 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -188562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -188567.890625 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -188567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -188571.609375 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -188571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188579.640625 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -188579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188582.062500 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -188582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188585.906250 Penalty: 3612.249512
	Iteration 19Q: 3 clusters Score -188585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188589.593750 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -188589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188594.000000 Penalty: 3612.249512
	Iteration 21Q: 3 clusters Score -188594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188596.812500 Penalty: 3612.249512
	Iteration 22Q: 3 clusters Score -188596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -188598.031250 Penalty: 3612.249512
	Iteration 23Q: 3 clusters Score -188598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -188599.015625 Penalty: 3612.249512
	Iteration 24Q: 3 clusters Score -188599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188603.531250 Penalty: 3612.249512
	Iteration 25Q: 3 clusters Score -188603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188605.109375 Penalty: 3612.249512
	Iteration 26Q: 3 clusters Score -188605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -188606.000000 Penalty: 3612.249512
	Iteration 27Q: 3 clusters Score -188606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188606.140625 Penalty: 3612.249512
	Iteration 28Q: 3 clusters Score -188606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -188606.140625 Penalty: 3612.249512
	Iteration 29F: 3 clusters Score -188606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Entering Unmasked Estep 
Score: -4425992.500000 Penalty: 2584.873291
	Iteration 0F: 2 clusters Score -4425992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4403087.000000 Penalty: 5169.746582
	Iteration 0F: 3 clusters Score -4403087 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4411294.000000 Penalty: 5169.746582
	Iteration 1F: 3 clusters Score -4411294 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4411686.000000 Penalty: 5169.746582
	Iteration 2Q: 3 clusters Score -4411686 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4412075.000000 Penalty: 5169.746582
	Iteration 3Q: 3 clusters Score -4412075 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4412473.000000 Penalty: 5169.746582
	Iteration 4Q: 3 clusters Score -4412473 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4413002.000000 Penalty: 5169.746582
	Iteration 5Q: 3 clusters Score -4413002 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4413778.500000 Penalty: 5169.746582
	Iteration 6Q: 3 clusters Score -4413778 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4414992.500000 Penalty: 5169.746582
	Iteration 7F: 3 clusters Score -4414992 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4416790.500000 Penalty: 5169.746582
	Iteration 8F: 3 clusters Score -4416790 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4419163.500000 Penalty: 5169.746582
	Iteration 9F: 3 clusters Score -4419164 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4421399.000000 Penalty: 5169.746582
	Iteration 10F: 3 clusters Score -4421399 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4422703.000000 Penalty: 5169.746582
	Iteration 11Q: 3 clusters Score -4422703 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4423256.500000 Penalty: 5169.746582
	Iteration 12Q: 3 clusters Score -4423256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4423478.000000 Penalty: 5169.746582
	Iteration 13Q: 3 clusters Score -4423478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4423566.000000 Penalty: 5169.746582
	Iteration 14Q: 3 clusters Score -4423566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4423603.500000 Penalty: 5169.746582
	Iteration 15Q: 3 clusters Score -4423604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4423629.500000 Penalty: 5169.746582
	Iteration 16Q: 3 clusters Score -4423630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4423636.000000 Penalty: 5169.746582
	Iteration 17Q: 3 clusters Score -4423636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4423650.000000 Penalty: 5169.746582
	Iteration 18Q: 3 clusters Score -4423650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4423654.000000 Penalty: 5169.746582
	Iteration 19Q: 3 clusters Score -4423654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4423667.000000 Penalty: 5169.746582
	Iteration 20F: 3 clusters Score -4423667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 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 560 members 
Entering Unmasked Estep 
Score: -125320.703125 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125320.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125814.500000 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125814.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126220.656250 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126220.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126745.984375 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127461.335938 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -127461.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -127694.382812 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -127694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127727.921875 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -127727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127736.000000 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127744.773438 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -127746.078125 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -127746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -127746.078125 Penalty: 3457.482178
	Iteration 10F: 3 clusters Score -127746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22264 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29503 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162147 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 39575 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 68864 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 27610 members 
Mstep: Class 16 contains 180918 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120287 members 
Mstep: Class 21 contains 42776 members 
Mstep: Class 22 contains 202652 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
Score: -135279456.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135280864.000000 to -135279456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Entering Unmasked Estep 
Score: -5332880.000000 Penalty: 2625.316406
	Iteration 0F: 2 clusters Score -5332880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -5305929.000000 Penalty: 5250.632812
	Iteration 0F: 3 clusters Score -5305929 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5315827.500000 Penalty: 5250.632812
	Iteration 1F: 3 clusters Score -5315828 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5316404.500000 Penalty: 5250.632812
	Iteration 2Q: 3 clusters Score -5316404 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5317029.000000 Penalty: 5250.632812
	Iteration 3Q: 3 clusters Score -5317029 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5317876.000000 Penalty: 5250.632812
	Iteration 4Q: 3 clusters Score -5317876 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5319144.500000 Penalty: 5250.632812
	Iteration 5F: 3 clusters Score -5319144 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -5321047.500000 Penalty: 5250.632812
	Iteration 6F: 3 clusters Score -5321048 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5323471.500000 Penalty: 5250.632812
	Iteration 7F: 3 clusters Score -5323472 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5326128.500000 Penalty: 5250.632812
	Iteration 8F: 3 clusters Score -5326128 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5328246.500000 Penalty: 5250.632812
	Iteration 9F: 3 clusters Score -5328246 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5329507.000000 Penalty: 5250.632812
	Iteration 10Q: 3 clusters Score -5329507 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5330097.500000 Penalty: 5250.632812
	Iteration 11Q: 3 clusters Score -5330098 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5330328.500000 Penalty: 5250.632812
	Iteration 12Q: 3 clusters Score -5330328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5330445.500000 Penalty: 5250.632812
	Iteration 13Q: 3 clusters Score -5330446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5330492.000000 Penalty: 5250.632812
	Iteration 14Q: 3 clusters Score -5330492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5330514.000000 Penalty: 5250.632812
	Iteration 15Q: 3 clusters Score -5330514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -5330545.500000 Penalty: 5250.632812
	Iteration 16Q: 3 clusters Score -5330546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -5330563.500000 Penalty: 5250.632812
	Iteration 17Q: 3 clusters Score -5330564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5330582.000000 Penalty: 5250.632812
	Iteration 18Q: 3 clusters Score -5330582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5330592.500000 Penalty: 5250.632812
	Iteration 19Q: 3 clusters Score -5330592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -5330596.500000 Penalty: 5250.632812
	Iteration 20F: 3 clusters Score -5330596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5330594.000000 Penalty: 5250.632812
	Iteration 21Q: 3 clusters Score -5330594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5330596.500000 Penalty: 5250.632812
	Iteration 22Q: 3 clusters Score -5330596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5330599.500000 Penalty: 5250.632812
	Iteration 23Q: 3 clusters Score -5330600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5330598.000000 Penalty: 5250.632812
	Iteration 24Q: 3 clusters Score -5330598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5330597.000000 Penalty: 5250.632812
	Iteration 25Q: 3 clusters Score -5330597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5330595.000000 Penalty: 5250.632812
	Iteration 26Q: 3 clusters Score -5330595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5330599.000000 Penalty: 5250.632812
	Iteration 27Q: 3 clusters Score -5330599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5330598.500000 Penalty: 5250.632812
	Iteration 28Q: 3 clusters Score -5330598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5330603.000000 Penalty: 5250.632812
	Iteration 29Q: 3 clusters Score -5330603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5330607.500000 Penalty: 5250.632812
	Iteration 30Q: 3 clusters Score -5330608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5330607.500000 Penalty: 5250.632812
	Iteration 31F: 3 clusters Score -5330608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -331027.375000 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -331027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -327965.718750 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -327965.7 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -328630.781250 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -328630.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328778.531250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -328778.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -328869.437500 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -328869.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -328934.593750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -328934.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -328986.781250 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -328986.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329034.562500 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -329034.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329070.375000 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -329070.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -329100.156250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -329100.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -329131.562500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -329131.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -329166.812500 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -329166.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -329200.093750 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -329200.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -329243.000000 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -329243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329306.156250 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -329306.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329389.968750 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -329390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -329515.406250 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -329515.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -329675.437500 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -329675.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329778.812500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -329778.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -329844.937500 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -329844.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -329893.312500 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -329893.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329935.562500 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -329935.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -329956.468750 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -329956.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -329970.375000 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -329970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -329979.531250 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -329979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -329987.000000 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -329987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -329992.718750 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -329992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -329996.968750 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -329997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330005.000000 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -330005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330009.718750 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -330009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330014.718750 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -330014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -330019.187500 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -330019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -330025.250000 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -330025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -330028.562500 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -330028.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -330034.031250 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -330034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -330042.343750 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -330042.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -330052.187500 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -330052.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -330056.875000 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -330056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330063.093750 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -330063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -330071.968750 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -330072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -330079.468750 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -330079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330085.562500 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -330085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330094.593750 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -330094.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -330101.125000 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -330101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330106.906250 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -330106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330113.937500 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -330113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330122.375000 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -330122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330125.250000 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -330125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -330128.656250 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -330128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330128.343750 Penalty: 3918.531982
	Iteration 48Q: 3 clusters Score -330128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330130.125000 Penalty: 3918.531982
	Iteration 49Q: 3 clusters Score -330130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330130.468750 Penalty: 3918.531982
	Iteration 50Q: 3 clusters Score -330130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330130.468750 Penalty: 3918.531982
	Iteration 51F: 3 clusters Score -330130.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Entering Unmasked Estep 
Score: -9235470.000000 Penalty: 2762.692383
	Iteration 0F: 2 clusters Score -9235470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -9189596.000000 Penalty: 5525.384766
	Iteration 0F: 3 clusters Score -9189596 nChanged 31970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -9207242.000000 Penalty: 5525.384766
	Iteration 1F: 3 clusters Score -9207242 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -9207855.000000 Penalty: 5525.384766
	Iteration 2Q: 3 clusters Score -9207855 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -9208453.000000 Penalty: 5525.384766
	Iteration 3Q: 3 clusters Score -9208453 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -9209138.000000 Penalty: 5525.384766
	Iteration 4Q: 3 clusters Score -9209138 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9209912.000000 Penalty: 5525.384766
	Iteration 5Q: 3 clusters Score -9209912 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -9211072.000000 Penalty: 5525.384766
	Iteration 6Q: 3 clusters Score -9211072 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -9213018.000000 Penalty: 5525.384766
	Iteration 7F: 3 clusters Score -9213018 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -9215911.000000 Penalty: 5525.384766
	Iteration 8F: 3 clusters Score -9215911 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -9220165.000000 Penalty: 5525.384766
	Iteration 9F: 3 clusters Score -9220165 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -9224932.000000 Penalty: 5525.384766
	Iteration 10F: 3 clusters Score -9224932 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -9228964.000000 Penalty: 5525.384766
	Iteration 11F: 3 clusters Score -9228964 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9231242.000000 Penalty: 5525.384766
	Iteration 12Q: 3 clusters Score -9231242 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9232314.000000 Penalty: 5525.384766
	Iteration 13Q: 3 clusters Score -9232314 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9232709.000000 Penalty: 5525.384766
	Iteration 14Q: 3 clusters Score -9232709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9232828.000000 Penalty: 5525.384766
	Iteration 15Q: 3 clusters Score -9232828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9232917.000000 Penalty: 5525.384766
	Iteration 16Q: 3 clusters Score -9232917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9232955.000000 Penalty: 5525.384766
	Iteration 17Q: 3 clusters Score -9232955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9232986.000000 Penalty: 5525.384766
	Iteration 18Q: 3 clusters Score -9232986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9232994.000000 Penalty: 5525.384766
	Iteration 19Q: 3 clusters Score -9232994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9233008.000000 Penalty: 5525.384766
	Iteration 20F: 3 clusters Score -9233008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9233026.000000 Penalty: 5525.384766
	Iteration 21Q: 3 clusters Score -9233026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9233030.000000 Penalty: 5525.384766
	Iteration 22Q: 3 clusters Score -9233030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9233039.000000 Penalty: 5525.384766
	Iteration 23Q: 3 clusters Score -9233039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9233038.000000 Penalty: 5525.384766
	Iteration 24Q: 3 clusters Score -9233038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9233036.000000 Penalty: 5525.384766
	Iteration 25Q: 3 clusters Score -9233036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9233036.000000 Penalty: 5525.384766
	Iteration 26F: 3 clusters Score -9233036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Entering Unmasked Estep 
Score: -6559674.500000 Penalty: 2677.041504
	Iteration 0F: 2 clusters Score -6559674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6526755.500000 Penalty: 5354.083008
	Iteration 0F: 3 clusters Score -6526756 nChanged 22311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -6539254.000000 Penalty: 5354.083008
	Iteration 1F: 3 clusters Score -6539254 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -6539879.500000 Penalty: 5354.083008
	Iteration 2Q: 3 clusters Score -6539880 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -6540474.500000 Penalty: 5354.083008
	Iteration 3Q: 3 clusters Score -6540474 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6541205.500000 Penalty: 5354.083008
	Iteration 4Q: 3 clusters Score -6541206 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6542230.000000 Penalty: 5354.083008
	Iteration 5Q: 3 clusters Score -6542230 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -6543869.500000 Penalty: 5354.083008
	Iteration 6F: 3 clusters Score -6543870 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -6546440.000000 Penalty: 5354.083008
	Iteration 7F: 3 clusters Score -6546440 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6549892.000000 Penalty: 5354.083008
	Iteration 8F: 3 clusters Score -6549892 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6553214.500000 Penalty: 5354.083008
	Iteration 9F: 3 clusters Score -6553214 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6555515.000000 Penalty: 5354.083008
	Iteration 10Q: 3 clusters Score -6555515 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6556575.000000 Penalty: 5354.083008
	Iteration 11Q: 3 clusters Score -6556575 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6557008.500000 Penalty: 5354.083008
	Iteration 12Q: 3 clusters Score -6557008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6557162.000000 Penalty: 5354.083008
	Iteration 13Q: 3 clusters Score -6557162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6557225.000000 Penalty: 5354.083008
	Iteration 14Q: 3 clusters Score -6557225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6557287.000000 Penalty: 5354.083008
	Iteration 15Q: 3 clusters Score -6557287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6557311.000000 Penalty: 5354.083008
	Iteration 16Q: 3 clusters Score -6557311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6557323.000000 Penalty: 5354.083008
	Iteration 17Q: 3 clusters Score -6557323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6557336.500000 Penalty: 5354.083008
	Iteration 18Q: 3 clusters Score -6557336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6557341.000000 Penalty: 5354.083008
	Iteration 19Q: 3 clusters Score -6557341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6557339.000000 Penalty: 5354.083008
	Iteration 20F: 3 clusters Score -6557339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6557341.000000 Penalty: 5354.083008
	Iteration 21Q: 3 clusters Score -6557341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6557336.000000 Penalty: 5354.083008
	Iteration 22Q: 3 clusters Score -6557336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6557336.000000 Penalty: 5354.083008
	Iteration 23F: 3 clusters Score -6557336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Entering Unmasked Estep 
Score: -6218427.500000 Penalty: 2663.637939
	Iteration 0F: 2 clusters Score -6218428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -6187400.500000 Penalty: 5327.275879
	Iteration 0F: 3 clusters Score -6187400 nChanged 21101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -6198865.500000 Penalty: 5327.275879
	Iteration 1F: 3 clusters Score -6198866 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -6199309.500000 Penalty: 5327.275879
	Iteration 2Q: 3 clusters Score -6199310 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -6199676.000000 Penalty: 5327.275879
	Iteration 3Q: 3 clusters Score -6199676 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6200015.500000 Penalty: 5327.275879
	Iteration 4Q: 3 clusters Score -6200016 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -6200324.000000 Penalty: 5327.275879
	Iteration 5Q: 3 clusters Score -6200324 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6200663.000000 Penalty: 5327.275879
	Iteration 6Q: 3 clusters Score -6200663 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -6201069.500000 Penalty: 5327.275879
	Iteration 7Q: 3 clusters Score -6201070 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -6201588.500000 Penalty: 5327.275879
	Iteration 8Q: 3 clusters Score -6201588 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6202366.000000 Penalty: 5327.275879
	Iteration 9Q: 3 clusters Score -6202366 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6203586.000000 Penalty: 5327.275879
	Iteration 10Q: 3 clusters Score -6203586 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6205379.000000 Penalty: 5327.275879
	Iteration 11F: 3 clusters Score -6205379 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -6207613.000000 Penalty: 5327.275879
	Iteration 12F: 3 clusters Score -6207613 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6209939.000000 Penalty: 5327.275879
	Iteration 13F: 3 clusters Score -6209939 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -6211987.000000 Penalty: 5327.275879
	Iteration 14Q: 3 clusters Score -6211987 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -6213470.000000 Penalty: 5327.275879
	Iteration 15Q: 3 clusters Score -6213470 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6214433.500000 Penalty: 5327.275879
	Iteration 16Q: 3 clusters Score -6214434 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -6215024.000000 Penalty: 5327.275879
	Iteration 17Q: 3 clusters Score -6215024 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6215388.000000 Penalty: 5327.275879
	Iteration 18Q: 3 clusters Score -6215388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6215594.500000 Penalty: 5327.275879
	Iteration 19Q: 3 clusters Score -6215594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6215721.500000 Penalty: 5327.275879
	Iteration 20F: 3 clusters Score -6215722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -6215810.500000 Penalty: 5327.275879
	Iteration 21Q: 3 clusters Score -6215810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -6215882.500000 Penalty: 5327.275879
	Iteration 22Q: 3 clusters Score -6215882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6215907.000000 Penalty: 5327.275879
	Iteration 23Q: 3 clusters Score -6215907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6215944.000000 Penalty: 5327.275879
	Iteration 24Q: 3 clusters Score -6215944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6215956.000000 Penalty: 5327.275879
	Iteration 25Q: 3 clusters Score -6215956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -6215978.000000 Penalty: 5327.275879
	Iteration 26Q: 3 clusters Score -6215978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -6215990.500000 Penalty: 5327.275879
	Iteration 27Q: 3 clusters Score -6215990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6216011.500000 Penalty: 5327.275879
	Iteration 28Q: 3 clusters Score -6216012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -6216022.000000 Penalty: 5327.275879
	Iteration 29Q: 3 clusters Score -6216022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -6216029.000000 Penalty: 5327.275879
	Iteration 30Q: 3 clusters Score -6216029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6216036.500000 Penalty: 5327.275879
	Iteration 31Q: 3 clusters Score -6216036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -6216042.500000 Penalty: 5327.275879
	Iteration 32Q: 3 clusters Score -6216042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6216043.500000 Penalty: 5327.275879
	Iteration 33Q: 3 clusters Score -6216044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6216053.000000 Penalty: 5327.275879
	Iteration 34Q: 3 clusters Score -6216053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -6216053.000000 Penalty: 5327.275879
	Iteration 35Q: 3 clusters Score -6216053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6216053.500000 Penalty: 5327.275879
	Iteration 36Q: 3 clusters Score -6216054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6216053.500000 Penalty: 5327.275879
	Iteration 37Q: 3 clusters Score -6216054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6216062.500000 Penalty: 5327.275879
	Iteration 38Q: 3 clusters Score -6216062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6216073.500000 Penalty: 5327.275879
	Iteration 39Q: 3 clusters Score -6216074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6216070.500000 Penalty: 5327.275879
	Iteration 40F: 3 clusters Score -6216070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -6216078.000000 Penalty: 5327.275879
	Iteration 41Q: 3 clusters Score -6216078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -6216081.000000 Penalty: 5327.275879
	Iteration 42Q: 3 clusters Score -6216081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -6216080.500000 Penalty: 5327.275879
	Iteration 43Q: 3 clusters Score -6216080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6216082.500000 Penalty: 5327.275879
	Iteration 44Q: 3 clusters Score -6216082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6216087.000000 Penalty: 5327.275879
	Iteration 45Q: 3 clusters Score -6216087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6216082.500000 Penalty: 5327.275879
	Iteration 46Q: 3 clusters Score -6216082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -6216087.500000 Penalty: 5327.275879
	Iteration 47Q: 3 clusters Score -6216088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6216099.500000 Penalty: 5327.275879
	Iteration 48Q: 3 clusters Score -6216100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6216096.000000 Penalty: 5327.275879
	Iteration 49Q: 3 clusters Score -6216096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6216104.500000 Penalty: 5327.275879
	Iteration 50Q: 3 clusters Score -6216104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6216115.000000 Penalty: 5327.275879
	Iteration 51Q: 3 clusters Score -6216115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6216120.000000 Penalty: 5327.275879
	Iteration 52Q: 3 clusters Score -6216120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6216116.500000 Penalty: 5327.275879
	Iteration 53Q: 3 clusters Score -6216116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -6216118.500000 Penalty: 5327.275879
	Iteration 54Q: 3 clusters Score -6216118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -6216125.500000 Penalty: 5327.275879
	Iteration 55Q: 3 clusters Score -6216126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6216122.500000 Penalty: 5327.275879
	Iteration 56Q: 3 clusters Score -6216122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6216123.000000 Penalty: 5327.275879
	Iteration 57Q: 3 clusters Score -6216123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -6216130.500000 Penalty: 5327.275879
	Iteration 58Q: 3 clusters Score -6216130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6216131.500000 Penalty: 5327.275879
	Iteration 59Q: 3 clusters Score -6216132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -6216139.500000 Penalty: 5327.275879
	Iteration 60F: 3 clusters Score -6216140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6216138.000000 Penalty: 5327.275879
	Iteration 61Q: 3 clusters Score -6216138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -6216147.500000 Penalty: 5327.275879
	Iteration 62Q: 3 clusters Score -6216148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6216145.500000 Penalty: 5327.275879
	Iteration 63Q: 3 clusters Score -6216146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6216156.000000 Penalty: 5327.275879
	Iteration 64Q: 3 clusters Score -6216156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6216161.500000 Penalty: 5327.275879
	Iteration 65Q: 3 clusters Score -6216162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -6216158.000000 Penalty: 5327.275879
	Iteration 66Q: 3 clusters Score -6216158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6216166.000000 Penalty: 5327.275879
	Iteration 67Q: 3 clusters Score -6216166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6216166.000000 Penalty: 5327.275879
	Iteration 68F: 3 clusters Score -6216166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Entering Unmasked Estep 
Score: -3721429.250000 Penalty: 2536.031494
	Iteration 0F: 2 clusters Score -3721429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3702395.750000 Penalty: 5072.062988
	Iteration 0F: 3 clusters Score -3702396 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3708986.250000 Penalty: 5072.062988
	Iteration 1F: 3 clusters Score -3708986 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3709356.500000 Penalty: 5072.062988
	Iteration 2Q: 3 clusters Score -3709356 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3709649.750000 Penalty: 5072.062988
	Iteration 3Q: 3 clusters Score -3709650 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3709901.750000 Penalty: 5072.062988
	Iteration 4Q: 3 clusters Score -3709902 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3710161.250000 Penalty: 5072.062988
	Iteration 5Q: 3 clusters Score -3710161 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3710371.000000 Penalty: 5072.062988
	Iteration 6Q: 3 clusters Score -3710371 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3710532.250000 Penalty: 5072.062988
	Iteration 7Q: 3 clusters Score -3710532 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3710730.750000 Penalty: 5072.062988
	Iteration 8Q: 3 clusters Score -3710731 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3710925.000000 Penalty: 5072.062988
	Iteration 9Q: 3 clusters Score -3710925 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3711156.500000 Penalty: 5072.062988
	Iteration 10Q: 3 clusters Score -3711156 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3711426.500000 Penalty: 5072.062988
	Iteration 11Q: 3 clusters Score -3711426 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3711697.750000 Penalty: 5072.062988
	Iteration 12Q: 3 clusters Score -3711698 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3712098.500000 Penalty: 5072.062988
	Iteration 13Q: 3 clusters Score -3712098 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3712670.500000 Penalty: 5072.062988
	Iteration 14Q: 3 clusters Score -3712670 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3713447.000000 Penalty: 5072.062988
	Iteration 15Q: 3 clusters Score -3713447 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3714422.500000 Penalty: 5072.062988
	Iteration 16F: 3 clusters Score -3714422 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3715416.250000 Penalty: 5072.062988
	Iteration 17Q: 3 clusters Score -3715416 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3716292.500000 Penalty: 5072.062988
	Iteration 18Q: 3 clusters Score -3716292 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3716974.750000 Penalty: 5072.062988
	Iteration 19Q: 3 clusters Score -3716975 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3717514.250000 Penalty: 5072.062988
	Iteration 20F: 3 clusters Score -3717514 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3717929.000000 Penalty: 5072.062988
	Iteration 21Q: 3 clusters Score -3717929 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3718206.250000 Penalty: 5072.062988
	Iteration 22Q: 3 clusters Score -3718206 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3718454.500000 Penalty: 5072.062988
	Iteration 23Q: 3 clusters Score -3718454 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3718656.000000 Penalty: 5072.062988
	Iteration 24Q: 3 clusters Score -3718656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3718780.000000 Penalty: 5072.062988
	Iteration 25Q: 3 clusters Score -3718780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3718889.750000 Penalty: 5072.062988
	Iteration 26Q: 3 clusters Score -3718890 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3718963.500000 Penalty: 5072.062988
	Iteration 27Q: 3 clusters Score -3718964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3719027.000000 Penalty: 5072.062988
	Iteration 28Q: 3 clusters Score -3719027 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3719084.250000 Penalty: 5072.062988
	Iteration 29Q: 3 clusters Score -3719084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3719129.000000 Penalty: 5072.062988
	Iteration 30Q: 3 clusters Score -3719129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3719163.250000 Penalty: 5072.062988
	Iteration 31Q: 3 clusters Score -3719163 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3719186.000000 Penalty: 5072.062988
	Iteration 32Q: 3 clusters Score -3719186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3719219.250000 Penalty: 5072.062988
	Iteration 33Q: 3 clusters Score -3719219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3719237.500000 Penalty: 5072.062988
	Iteration 34Q: 3 clusters Score -3719238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3719248.750000 Penalty: 5072.062988
	Iteration 35Q: 3 clusters Score -3719249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3719253.250000 Penalty: 5072.062988
	Iteration 36Q: 3 clusters Score -3719253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3719266.250000 Penalty: 5072.062988
	Iteration 37Q: 3 clusters Score -3719266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3719270.000000 Penalty: 5072.062988
	Iteration 38Q: 3 clusters Score -3719270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3719285.000000 Penalty: 5072.062988
	Iteration 39Q: 3 clusters Score -3719285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3719300.000000 Penalty: 5072.062988
	Iteration 40F: 3 clusters Score -3719300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3719297.750000 Penalty: 5072.062988
	Iteration 41Q: 3 clusters Score -3719298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3719306.750000 Penalty: 5072.062988
	Iteration 42Q: 3 clusters Score -3719307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3719316.000000 Penalty: 5072.062988
	Iteration 43Q: 3 clusters Score -3719316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3719321.250000 Penalty: 5072.062988
	Iteration 44Q: 3 clusters Score -3719321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3719331.250000 Penalty: 5072.062988
	Iteration 45Q: 3 clusters Score -3719331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3719335.750000 Penalty: 5072.062988
	Iteration 46Q: 3 clusters Score -3719336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3719338.000000 Penalty: 5072.062988
	Iteration 47Q: 3 clusters Score -3719338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3719350.500000 Penalty: 5072.062988
	Iteration 48Q: 3 clusters Score -3719350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -3719350.750000 Penalty: 5072.062988
	Iteration 49Q: 3 clusters Score -3719351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3719354.250000 Penalty: 5072.062988
	Iteration 50Q: 3 clusters Score -3719354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3719356.000000 Penalty: 5072.062988
	Iteration 51Q: 3 clusters Score -3719356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3719365.750000 Penalty: 5072.062988
	Iteration 52Q: 3 clusters Score -3719366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3719362.250000 Penalty: 5072.062988
	Iteration 53Q: 3 clusters Score -3719362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3719361.750000 Penalty: 5072.062988
	Iteration 54Q: 3 clusters Score -3719362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3719364.500000 Penalty: 5072.062988
	Iteration 55Q: 3 clusters Score -3719364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3719367.000000 Penalty: 5072.062988
	Iteration 56Q: 3 clusters Score -3719367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3719367.000000 Penalty: 5072.062988
	Iteration 57Q: 3 clusters Score -3719367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3719370.750000 Penalty: 5072.062988
	Iteration 58Q: 3 clusters Score -3719371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3719372.750000 Penalty: 5072.062988
	Iteration 59Q: 3 clusters Score -3719373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3719374.750000 Penalty: 5072.062988
	Iteration 60F: 3 clusters Score -3719375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3719372.750000 Penalty: 5072.062988
	Iteration 61Q: 3 clusters Score -3719373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3719379.750000 Penalty: 5072.062988
	Iteration 62Q: 3 clusters Score -3719380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3719379.000000 Penalty: 5072.062988
	Iteration 63Q: 3 clusters Score -3719379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3719384.750000 Penalty: 5072.062988
	Iteration 64Q: 3 clusters Score -3719385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3719382.250000 Penalty: 5072.062988
	Iteration 65Q: 3 clusters Score -3719382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3719385.250000 Penalty: 5072.062988
	Iteration 66Q: 3 clusters Score -3719385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3719385.000000 Penalty: 5072.062988
	Iteration 67Q: 3 clusters Score -3719385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3719385.000000 Penalty: 5072.062988
	Iteration 68F: 3 clusters Score -3719385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180918 members 
Entering Unmasked Estep 
Score: -24039292.000000 Penalty: 3002.238037
	Iteration 0F: 2 clusters Score -2.403929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -23920760.000000 Penalty: 6004.476074
	Iteration 0F: 3 clusters Score -2.392076e+07 nChanged 86722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -23970838.000000 Penalty: 6004.476074
	Iteration 1F: 3 clusters Score -2.397084e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -23971776.000000 Penalty: 6004.476074
	Iteration 2Q: 3 clusters Score -2.397178e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -23973198.000000 Penalty: 6004.476074
	Iteration 3Q: 3 clusters Score -2.39732e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -23974918.000000 Penalty: 6004.476074
	Iteration 4Q: 3 clusters Score -2.397492e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -23977100.000000 Penalty: 6004.476074
	Iteration 5Q: 3 clusters Score -2.39771e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -23980708.000000 Penalty: 6004.476074
	Iteration 6Q: 3 clusters Score -2.398071e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -23986168.000000 Penalty: 6004.476074
	Iteration 7F: 3 clusters Score -2.398617e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -23994442.000000 Penalty: 6004.476074
	Iteration 8F: 3 clusters Score -2.399444e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -24005590.000000 Penalty: 6004.476074
	Iteration 9F: 3 clusters Score -2.400559e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -24015718.000000 Penalty: 6004.476074
	Iteration 10F: 3 clusters Score -2.401572e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -24021250.000000 Penalty: 6004.476074
	Iteration 11Q: 3 clusters Score -2.402125e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -24023234.000000 Penalty: 6004.476074
	Iteration 12Q: 3 clusters Score -2.402323e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -24024354.000000 Penalty: 6004.476074
	Iteration 13Q: 3 clusters Score -2.402435e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -24025268.000000 Penalty: 6004.476074
	Iteration 14Q: 3 clusters Score -2.402527e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -24026206.000000 Penalty: 6004.476074
	Iteration 15Q: 3 clusters Score -2.402621e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -24027012.000000 Penalty: 6004.476074
	Iteration 16Q: 3 clusters Score -2.402701e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 142284 members 
Entering Unmasked Estep 
Score: -24027750.000000 Penalty: 6004.476074
	Iteration 17Q: 3 clusters Score -2.402775e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 144511 members 
Entering Unmasked Estep 
Score: -24028470.000000 Penalty: 6004.476074
	Iteration 18Q: 3 clusters Score -2.402847e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -24029000.000000 Penalty: 6004.476074
	Iteration 19Q: 3 clusters Score -2.4029e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 148866 members 
Entering Unmasked Estep 
Score: -24029412.000000 Penalty: 6004.476074
	Iteration 20F: 3 clusters Score -2.402941e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 150965 members 
Entering Unmasked Estep 
Score: -24030026.000000 Penalty: 6004.476074
	Iteration 21Q: 3 clusters Score -2.403003e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -24030490.000000 Penalty: 6004.476074
	Iteration 22Q: 3 clusters Score -2.403049e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -24030976.000000 Penalty: 6004.476074
	Iteration 23Q: 3 clusters Score -2.403098e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -24031406.000000 Penalty: 6004.476074
	Iteration 24Q: 3 clusters Score -2.403141e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -24031862.000000 Penalty: 6004.476074
	Iteration 25Q: 3 clusters Score -2.403186e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -24032228.000000 Penalty: 6004.476074
	Iteration 26Q: 3 clusters Score -2.403223e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -24032522.000000 Penalty: 6004.476074
	Iteration 27Q: 3 clusters Score -2.403252e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -24032892.000000 Penalty: 6004.476074
	Iteration 28Q: 3 clusters Score -2.403289e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -24033338.000000 Penalty: 6004.476074
	Iteration 29Q: 3 clusters Score -2.403334e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -24033790.000000 Penalty: 6004.476074
	Iteration 30Q: 3 clusters Score -2.403379e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -24034140.000000 Penalty: 6004.476074
	Iteration 31Q: 3 clusters Score -2.403414e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -24034446.000000 Penalty: 6004.476074
	Iteration 32Q: 3 clusters Score -2.403445e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -24034720.000000 Penalty: 6004.476074
	Iteration 33Q: 3 clusters Score -2.403472e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -24034882.000000 Penalty: 6004.476074
	Iteration 34Q: 3 clusters Score -2.403488e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -24035194.000000 Penalty: 6004.476074
	Iteration 35Q: 3 clusters Score -2.403519e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -24035414.000000 Penalty: 6004.476074
	Iteration 36Q: 3 clusters Score -2.403541e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -24035674.000000 Penalty: 6004.476074
	Iteration 37Q: 3 clusters Score -2.403567e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 174254 members 
Entering Unmasked Estep 
Score: -24035844.000000 Penalty: 6004.476074
	Iteration 38Q: 3 clusters Score -2.403584e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -24035946.000000 Penalty: 6004.476074
	Iteration 39Q: 3 clusters Score -2.403595e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -24036128.000000 Penalty: 6004.476074
	Iteration 40F: 3 clusters Score -2.403613e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 175937 members 
Entering Unmasked Estep 
Score: -24036248.000000 Penalty: 6004.476074
	Iteration 41Q: 3 clusters Score -2.403625e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 176399 members 
Entering Unmasked Estep 
Score: -24036332.000000 Penalty: 6004.476074
	Iteration 42Q: 3 clusters Score -2.403633e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -24036458.000000 Penalty: 6004.476074
	Iteration 43Q: 3 clusters Score -2.403646e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 177113 members 
Entering Unmasked Estep 
Score: -24036540.000000 Penalty: 6004.476074
	Iteration 44Q: 3 clusters Score -2.403654e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 177386 members 
Entering Unmasked Estep 
Score: -24036482.000000 Penalty: 6004.476074
	Iteration 45Q: 3 clusters Score -2.403648e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 177645 members 
Entering Unmasked Estep 
Score: -24036538.000000 Penalty: 6004.476074
	Iteration 46Q: 3 clusters Score -2.403654e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 177867 members 
Entering Unmasked Estep 
Score: -24036582.000000 Penalty: 6004.476074
	Iteration 47Q: 3 clusters Score -2.403658e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 178048 members 
Entering Unmasked Estep 
Score: -24036612.000000 Penalty: 6004.476074
	Iteration 48Q: 3 clusters Score -2.403661e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -24036696.000000 Penalty: 6004.476074
	Iteration 49Q: 3 clusters Score -2.40367e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 178359 members 
Entering Unmasked Estep 
Score: -24036744.000000 Penalty: 6004.476074
	Iteration 50Q: 3 clusters Score -2.403674e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 178486 members 
Entering Unmasked Estep 
Score: -24036752.000000 Penalty: 6004.476074
	Iteration 51Q: 3 clusters Score -2.403675e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 178596 members 
Entering Unmasked Estep 
Score: -24036772.000000 Penalty: 6004.476074
	Iteration 52Q: 3 clusters Score -2.403677e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 178692 members 
Entering Unmasked Estep 
Score: -24036756.000000 Penalty: 6004.476074
	Iteration 53Q: 3 clusters Score -2.403676e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -24036764.000000 Penalty: 6004.476074
	Iteration 54Q: 3 clusters Score -2.403676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -24036760.000000 Penalty: 6004.476074
	Iteration 55Q: 3 clusters Score -2.403676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -24036750.000000 Penalty: 6004.476074
	Iteration 56Q: 3 clusters Score -2.403675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 178924 members 
Entering Unmasked Estep 
Score: -24036788.000000 Penalty: 6004.476074
	Iteration 57Q: 3 clusters Score -2.403679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -24036794.000000 Penalty: 6004.476074
	Iteration 58Q: 3 clusters Score -2.403679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 178988 members 
Entering Unmasked Estep 
Score: -24036816.000000 Penalty: 6004.476074
	Iteration 59Q: 3 clusters Score -2.403682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 179014 members 
Entering Unmasked Estep 
Score: -24036816.000000 Penalty: 6004.476074
	Iteration 60F: 3 clusters Score -2.403682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 179039 members 
Entering Unmasked Estep 
Score: -24036852.000000 Penalty: 6004.476074
	Iteration 61Q: 3 clusters Score -2.403685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -24036868.000000 Penalty: 6004.476074
	Iteration 62Q: 3 clusters Score -2.403687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -24036834.000000 Penalty: 6004.476074
	Iteration 63Q: 3 clusters Score -2.403683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -24036850.000000 Penalty: 6004.476074
	Iteration 64Q: 3 clusters Score -2.403685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 179116 members 
Entering Unmasked Estep 
Score: -24036842.000000 Penalty: 6004.476074
	Iteration 65Q: 3 clusters Score -2.403684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 179135 members 
Entering Unmasked Estep 
Score: -24036842.000000 Penalty: 6004.476074
	Iteration 66Q: 3 clusters Score -2.403684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -24036872.000000 Penalty: 6004.476074
	Iteration 67Q: 3 clusters Score -2.403687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 179180 members 
Entering Unmasked Estep 
Score: -24036842.000000 Penalty: 6004.476074
	Iteration 68Q: 3 clusters Score -2.403684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 179196 members 
Entering Unmasked Estep 
Score: -24036844.000000 Penalty: 6004.476074
	Iteration 69Q: 3 clusters Score -2.403684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -24036856.000000 Penalty: 6004.476074
	Iteration 70Q: 3 clusters Score -2.403686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 179238 members 
Entering Unmasked Estep 
Score: -24036858.000000 Penalty: 6004.476074
	Iteration 71Q: 3 clusters Score -2.403686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -24036848.000000 Penalty: 6004.476074
	Iteration 72Q: 3 clusters Score -2.403685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 179273 members 
Entering Unmasked Estep 
Score: -24036862.000000 Penalty: 6004.476074
	Iteration 73Q: 3 clusters Score -2.403686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 179291 members 
Entering Unmasked Estep 
Score: -24036866.000000 Penalty: 6004.476074
	Iteration 74Q: 3 clusters Score -2.403687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -24036874.000000 Penalty: 6004.476074
	Iteration 75Q: 3 clusters Score -2.403687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 179305 members 
Entering Unmasked Estep 
Score: -24036888.000000 Penalty: 6004.476074
	Iteration 76Q: 3 clusters Score -2.403689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -24036882.000000 Penalty: 6004.476074
	Iteration 77Q: 3 clusters Score -2.403688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 179311 members 
Entering Unmasked Estep 
Score: -24036896.000000 Penalty: 6004.476074
	Iteration 78Q: 3 clusters Score -2.40369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -24036894.000000 Penalty: 6004.476074
	Iteration 79Q: 3 clusters Score -2.403689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 179319 members 
Entering Unmasked Estep 
Score: -24036900.000000 Penalty: 6004.476074
	Iteration 80F: 3 clusters Score -2.40369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -24036892.000000 Penalty: 6004.476074
	Iteration 81Q: 3 clusters Score -2.403689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -24036906.000000 Penalty: 6004.476074
	Iteration 82Q: 3 clusters Score -2.403691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -24036902.000000 Penalty: 6004.476074
	Iteration 83Q: 3 clusters Score -2.40369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 179325 members 
Entering Unmasked Estep 
Score: -24036906.000000 Penalty: 6004.476074
	Iteration 84Q: 3 clusters Score -2.403691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -24036894.000000 Penalty: 6004.476074
	Iteration 85Q: 3 clusters Score -2.403689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -24036886.000000 Penalty: 6004.476074
	Iteration 86Q: 3 clusters Score -2.403689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -24036900.000000 Penalty: 6004.476074
	Iteration 87Q: 3 clusters Score -2.40369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 179336 members 
Entering Unmasked Estep 
Score: -24036904.000000 Penalty: 6004.476074
	Iteration 88Q: 3 clusters Score -2.40369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -24036892.000000 Penalty: 6004.476074
	Iteration 89Q: 3 clusters Score -2.403689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 179334 members 
Entering Unmasked Estep 
Score: -24036910.000000 Penalty: 6004.476074
	Iteration 90Q: 3 clusters Score -2.403691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -24036904.000000 Penalty: 6004.476074
	Iteration 91Q: 3 clusters Score -2.40369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -24036904.000000 Penalty: 6004.476074
	Iteration 92F: 3 clusters Score -2.40369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14225.769531 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14225.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14253.318359 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14253.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14264.021484 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14264.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14274.559570 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -14274.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14292.475586 Penalty: 2481.957275
	Iteration 4Q: 3 clusters Score -14292.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14299.016602 Penalty: 2481.957275
	Iteration 5Q: 3 clusters Score -14299.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14299.016602 Penalty: 2481.957275
	Iteration 6F: 3 clusters Score -14299.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Entering Unmasked Estep 
Score: -16099858.000000 Penalty: 2901.013672
	Iteration 0F: 2 clusters Score -1.609986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -16019929.000000 Penalty: 5802.027344
	Iteration 0F: 3 clusters Score -1.601993e+07 nChanged 56996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -16052293.000000 Penalty: 5802.027344
	Iteration 1F: 3 clusters Score -1.605229e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -16053065.000000 Penalty: 5802.027344
	Iteration 2Q: 3 clusters Score -1.605306e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -16053785.000000 Penalty: 5802.027344
	Iteration 3Q: 3 clusters Score -1.605378e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -16054610.000000 Penalty: 5802.027344
	Iteration 4Q: 3 clusters Score -1.605461e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -16055763.000000 Penalty: 5802.027344
	Iteration 5Q: 3 clusters Score -1.605576e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -16057120.000000 Penalty: 5802.027344
	Iteration 6Q: 3 clusters Score -1.605712e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -16058998.000000 Penalty: 5802.027344
	Iteration 7Q: 3 clusters Score -1.6059e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -16061534.000000 Penalty: 5802.027344
	Iteration 8Q: 3 clusters Score -1.606153e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -16065836.000000 Penalty: 5802.027344
	Iteration 9F: 3 clusters Score -1.606584e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -16071500.000000 Penalty: 5802.027344
	Iteration 10F: 3 clusters Score -1.60715e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -16076537.000000 Penalty: 5802.027344
	Iteration 11F: 3 clusters Score -1.607654e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -16079388.000000 Penalty: 5802.027344
	Iteration 12Q: 3 clusters Score -1.607939e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -16080476.000000 Penalty: 5802.027344
	Iteration 13Q: 3 clusters Score -1.608048e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -16081169.000000 Penalty: 5802.027344
	Iteration 14Q: 3 clusters Score -1.608117e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -16081618.000000 Penalty: 5802.027344
	Iteration 15Q: 3 clusters Score -1.608162e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -16082086.000000 Penalty: 5802.027344
	Iteration 16Q: 3 clusters Score -1.608209e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -16082646.000000 Penalty: 5802.027344
	Iteration 17Q: 3 clusters Score -1.608265e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -16083237.000000 Penalty: 5802.027344
	Iteration 18Q: 3 clusters Score -1.608324e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -16083819.000000 Penalty: 5802.027344
	Iteration 19Q: 3 clusters Score -1.608382e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -16084409.000000 Penalty: 5802.027344
	Iteration 20F: 3 clusters Score -1.608441e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -16085064.000000 Penalty: 5802.027344
	Iteration 21Q: 3 clusters Score -1.608506e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -16085624.000000 Penalty: 5802.027344
	Iteration 22Q: 3 clusters Score -1.608562e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -16086215.000000 Penalty: 5802.027344
	Iteration 23Q: 3 clusters Score -1.608622e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -16086819.000000 Penalty: 5802.027344
	Iteration 24Q: 3 clusters Score -1.608682e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -16087518.000000 Penalty: 5802.027344
	Iteration 25Q: 3 clusters Score -1.608752e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -16088270.000000 Penalty: 5802.027344
	Iteration 26Q: 3 clusters Score -1.608827e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -16089067.000000 Penalty: 5802.027344
	Iteration 27Q: 3 clusters Score -1.608907e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -16089748.000000 Penalty: 5802.027344
	Iteration 28Q: 3 clusters Score -1.608975e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -16090514.000000 Penalty: 5802.027344
	Iteration 29Q: 3 clusters Score -1.609051e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -16091162.000000 Penalty: 5802.027344
	Iteration 30Q: 3 clusters Score -1.609116e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -16091812.000000 Penalty: 5802.027344
	Iteration 31Q: 3 clusters Score -1.609181e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -16092353.000000 Penalty: 5802.027344
	Iteration 32Q: 3 clusters Score -1.609235e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
Score: -16092877.000000 Penalty: 5802.027344
	Iteration 33Q: 3 clusters Score -1.609288e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -16093378.000000 Penalty: 5802.027344
	Iteration 34Q: 3 clusters Score -1.609338e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -16093891.000000 Penalty: 5802.027344
	Iteration 35Q: 3 clusters Score -1.609389e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -16094325.000000 Penalty: 5802.027344
	Iteration 36Q: 3 clusters Score -1.609432e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -16094798.000000 Penalty: 5802.027344
	Iteration 37Q: 3 clusters Score -1.60948e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -16095149.000000 Penalty: 5802.027344
	Iteration 38Q: 3 clusters Score -1.609515e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -16095418.000000 Penalty: 5802.027344
	Iteration 39Q: 3 clusters Score -1.609542e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -16095680.000000 Penalty: 5802.027344
	Iteration 40F: 3 clusters Score -1.609568e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 112569 members 
Entering Unmasked Estep 
Score: -16095945.000000 Penalty: 5802.027344
	Iteration 41Q: 3 clusters Score -1.609594e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -16096203.000000 Penalty: 5802.027344
	Iteration 42Q: 3 clusters Score -1.60962e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 113735 members 
Entering Unmasked Estep 
Score: -16096406.000000 Penalty: 5802.027344
	Iteration 43Q: 3 clusters Score -1.609641e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -16096576.000000 Penalty: 5802.027344
	Iteration 44Q: 3 clusters Score -1.609658e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -16096727.000000 Penalty: 5802.027344
	Iteration 45Q: 3 clusters Score -1.609673e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -16096850.000000 Penalty: 5802.027344
	Iteration 46Q: 3 clusters Score -1.609685e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -16096926.000000 Penalty: 5802.027344
	Iteration 47Q: 3 clusters Score -1.609693e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 115831 members 
Entering Unmasked Estep 
Score: -16097050.000000 Penalty: 5802.027344
	Iteration 48Q: 3 clusters Score -1.609705e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -16097124.000000 Penalty: 5802.027344
	Iteration 49Q: 3 clusters Score -1.609712e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 116441 members 
Entering Unmasked Estep 
Score: -16097229.000000 Penalty: 5802.027344
	Iteration 50Q: 3 clusters Score -1.609723e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
Score: -16097304.000000 Penalty: 5802.027344
	Iteration 51Q: 3 clusters Score -1.60973e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -16097372.000000 Penalty: 5802.027344
	Iteration 52Q: 3 clusters Score -1.609737e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -16097415.000000 Penalty: 5802.027344
	Iteration 53Q: 3 clusters Score -1.609742e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 117199 members 
Entering Unmasked Estep 
Score: -16097451.000000 Penalty: 5802.027344
	Iteration 54Q: 3 clusters Score -1.609745e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -16097504.000000 Penalty: 5802.027344
	Iteration 55Q: 3 clusters Score -1.60975e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -16097487.000000 Penalty: 5802.027344
	Iteration 56Q: 3 clusters Score -1.609749e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -16097492.000000 Penalty: 5802.027344
	Iteration 57Q: 3 clusters Score -1.609749e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -16097534.000000 Penalty: 5802.027344
	Iteration 58Q: 3 clusters Score -1.609753e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -16097565.000000 Penalty: 5802.027344
	Iteration 59Q: 3 clusters Score -1.609756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 117698 members 
Entering Unmasked Estep 
Score: -16097551.000000 Penalty: 5802.027344
	Iteration 60F: 3 clusters Score -1.609755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -16097554.000000 Penalty: 5802.027344
	Iteration 61Q: 3 clusters Score -1.609755e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -16097571.000000 Penalty: 5802.027344
	Iteration 62Q: 3 clusters Score -1.609757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -16097567.000000 Penalty: 5802.027344
	Iteration 63Q: 3 clusters Score -1.609757e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -16097541.000000 Penalty: 5802.027344
	Iteration 64Q: 3 clusters Score -1.609754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -16097539.000000 Penalty: 5802.027344
	Iteration 65Q: 3 clusters Score -1.609754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -16097547.000000 Penalty: 5802.027344
	Iteration 66Q: 3 clusters Score -1.609755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -16097534.000000 Penalty: 5802.027344
	Iteration 67Q: 3 clusters Score -1.609753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -16097528.000000 Penalty: 5802.027344
	Iteration 68Q: 3 clusters Score -1.609753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 117968 members 
Entering Unmasked Estep 
Score: -16097514.000000 Penalty: 5802.027344
	Iteration 69Q: 3 clusters Score -1.609751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -16097523.000000 Penalty: 5802.027344
	Iteration 70Q: 3 clusters Score -1.609752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 118019 members 
Entering Unmasked Estep 
Score: -16097523.000000 Penalty: 5802.027344
	Iteration 71Q: 3 clusters Score -1.609752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -16097535.000000 Penalty: 5802.027344
	Iteration 72Q: 3 clusters Score -1.609754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -16097541.000000 Penalty: 5802.027344
	Iteration 73Q: 3 clusters Score -1.609754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -16097560.000000 Penalty: 5802.027344
	Iteration 74Q: 3 clusters Score -1.609756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 118082 members 
Entering Unmasked Estep 
Score: -16097574.000000 Penalty: 5802.027344
	Iteration 75Q: 3 clusters Score -1.609757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 118096 members 
Entering Unmasked Estep 
Score: -16097555.000000 Penalty: 5802.027344
	Iteration 76Q: 3 clusters Score -1.609756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
Score: -16097571.000000 Penalty: 5802.027344
	Iteration 77Q: 3 clusters Score -1.609757e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -16097576.000000 Penalty: 5802.027344
	Iteration 78Q: 3 clusters Score -1.609758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -16097582.000000 Penalty: 5802.027344
	Iteration 79Q: 3 clusters Score -1.609758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -16097610.000000 Penalty: 5802.027344
	Iteration 80F: 3 clusters Score -1.609761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -16097600.000000 Penalty: 5802.027344
	Iteration 81Q: 3 clusters Score -1.60976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 118209 members 
Entering Unmasked Estep 
Score: -16097593.000000 Penalty: 5802.027344
	Iteration 82Q: 3 clusters Score -1.609759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -16097609.000000 Penalty: 5802.027344
	Iteration 83Q: 3 clusters Score -1.609761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -16097616.000000 Penalty: 5802.027344
	Iteration 84Q: 3 clusters Score -1.609762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -16097612.000000 Penalty: 5802.027344
	Iteration 85Q: 3 clusters Score -1.609761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 118247 members 
Entering Unmasked Estep 
Score: -16097617.000000 Penalty: 5802.027344
	Iteration 86Q: 3 clusters Score -1.609762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 118250 members 
Entering Unmasked Estep 
Score: -16097618.000000 Penalty: 5802.027344
	Iteration 87Q: 3 clusters Score -1.609762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -16097623.000000 Penalty: 5802.027344
	Iteration 88Q: 3 clusters Score -1.609762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -16097619.000000 Penalty: 5802.027344
	Iteration 89Q: 3 clusters Score -1.609762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -16097614.000000 Penalty: 5802.027344
	Iteration 90Q: 3 clusters Score -1.609761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -16097613.000000 Penalty: 5802.027344
	Iteration 91Q: 3 clusters Score -1.609761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -16097613.000000 Penalty: 5802.027344
	Iteration 92F: 3 clusters Score -1.609761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Entering Unmasked Estep 
Score: -5740406.500000 Penalty: 2644.605713
	Iteration 0F: 2 clusters Score -5740406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5711502.500000 Penalty: 5289.211426
	Iteration 0F: 3 clusters Score -5711502 nChanged 19499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -5722044.000000 Penalty: 5289.211426
	Iteration 1F: 3 clusters Score -5722044 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5722474.000000 Penalty: 5289.211426
	Iteration 2Q: 3 clusters Score -5722474 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5722821.500000 Penalty: 5289.211426
	Iteration 3Q: 3 clusters Score -5722822 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5723160.000000 Penalty: 5289.211426
	Iteration 4Q: 3 clusters Score -5723160 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5723419.000000 Penalty: 5289.211426
	Iteration 5Q: 3 clusters Score -5723419 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5723687.500000 Penalty: 5289.211426
	Iteration 6Q: 3 clusters Score -5723688 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5724025.500000 Penalty: 5289.211426
	Iteration 7Q: 3 clusters Score -5724026 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5724557.000000 Penalty: 5289.211426
	Iteration 8Q: 3 clusters Score -5724557 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5725243.000000 Penalty: 5289.211426
	Iteration 9Q: 3 clusters Score -5725243 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5726167.000000 Penalty: 5289.211426
	Iteration 10Q: 3 clusters Score -5726167 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5727320.500000 Penalty: 5289.211426
	Iteration 11Q: 3 clusters Score -5727320 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5728831.500000 Penalty: 5289.211426
	Iteration 12Q: 3 clusters Score -5728832 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5730420.500000 Penalty: 5289.211426
	Iteration 13F: 3 clusters Score -5730420 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5731794.500000 Penalty: 5289.211426
	Iteration 14Q: 3 clusters Score -5731794 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5732639.500000 Penalty: 5289.211426
	Iteration 15Q: 3 clusters Score -5732640 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5733219.000000 Penalty: 5289.211426
	Iteration 16Q: 3 clusters Score -5733219 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -5733593.500000 Penalty: 5289.211426
	Iteration 17Q: 3 clusters Score -5733594 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5733872.000000 Penalty: 5289.211426
	Iteration 18Q: 3 clusters Score -5733872 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -5734065.500000 Penalty: 5289.211426
	Iteration 19Q: 3 clusters Score -5734066 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5734309.500000 Penalty: 5289.211426
	Iteration 20F: 3 clusters Score -5734310 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -5734528.500000 Penalty: 5289.211426
	Iteration 21Q: 3 clusters Score -5734528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -5734727.000000 Penalty: 5289.211426
	Iteration 22Q: 3 clusters Score -5734727 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5734965.500000 Penalty: 5289.211426
	Iteration 23Q: 3 clusters Score -5734966 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5735158.500000 Penalty: 5289.211426
	Iteration 24Q: 3 clusters Score -5735158 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5735390.000000 Penalty: 5289.211426
	Iteration 25Q: 3 clusters Score -5735390 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5735659.000000 Penalty: 5289.211426
	Iteration 26Q: 3 clusters Score -5735659 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5735966.000000 Penalty: 5289.211426
	Iteration 27Q: 3 clusters Score -5735966 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5736202.500000 Penalty: 5289.211426
	Iteration 28Q: 3 clusters Score -5736202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5736461.000000 Penalty: 5289.211426
	Iteration 29Q: 3 clusters Score -5736461 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5736685.500000 Penalty: 5289.211426
	Iteration 30Q: 3 clusters Score -5736686 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5736895.500000 Penalty: 5289.211426
	Iteration 31Q: 3 clusters Score -5736896 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5737068.500000 Penalty: 5289.211426
	Iteration 32Q: 3 clusters Score -5737068 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5737221.000000 Penalty: 5289.211426
	Iteration 33Q: 3 clusters Score -5737221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5737387.500000 Penalty: 5289.211426
	Iteration 34Q: 3 clusters Score -5737388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5737518.000000 Penalty: 5289.211426
	Iteration 35Q: 3 clusters Score -5737518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5737625.500000 Penalty: 5289.211426
	Iteration 36Q: 3 clusters Score -5737626 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5737738.500000 Penalty: 5289.211426
	Iteration 37Q: 3 clusters Score -5737738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5737792.500000 Penalty: 5289.211426
	Iteration 38Q: 3 clusters Score -5737792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5737832.500000 Penalty: 5289.211426
	Iteration 39Q: 3 clusters Score -5737832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5737874.000000 Penalty: 5289.211426
	Iteration 40F: 3 clusters Score -5737874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5737907.500000 Penalty: 5289.211426
	Iteration 41Q: 3 clusters Score -5737908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5737931.000000 Penalty: 5289.211426
	Iteration 42Q: 3 clusters Score -5737931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5737948.500000 Penalty: 5289.211426
	Iteration 43Q: 3 clusters Score -5737948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5737972.000000 Penalty: 5289.211426
	Iteration 44Q: 3 clusters Score -5737972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5737989.000000 Penalty: 5289.211426
	Iteration 45Q: 3 clusters Score -5737989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5738007.500000 Penalty: 5289.211426
	Iteration 46Q: 3 clusters Score -5738008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5738021.000000 Penalty: 5289.211426
	Iteration 47Q: 3 clusters Score -5738021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5738027.500000 Penalty: 5289.211426
	Iteration 48Q: 3 clusters Score -5738028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5738057.000000 Penalty: 5289.211426
	Iteration 49Q: 3 clusters Score -5738057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5738079.000000 Penalty: 5289.211426
	Iteration 50Q: 3 clusters Score -5738079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5738081.500000 Penalty: 5289.211426
	Iteration 51Q: 3 clusters Score -5738082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5738093.500000 Penalty: 5289.211426
	Iteration 52Q: 3 clusters Score -5738094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5738099.500000 Penalty: 5289.211426
	Iteration 53Q: 3 clusters Score -5738100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5738108.500000 Penalty: 5289.211426
	Iteration 54Q: 3 clusters Score -5738108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5738123.000000 Penalty: 5289.211426
	Iteration 55Q: 3 clusters Score -5738123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5738127.000000 Penalty: 5289.211426
	Iteration 56Q: 3 clusters Score -5738127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5738140.500000 Penalty: 5289.211426
	Iteration 57Q: 3 clusters Score -5738140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5738144.000000 Penalty: 5289.211426
	Iteration 58Q: 3 clusters Score -5738144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5738150.500000 Penalty: 5289.211426
	Iteration 59Q: 3 clusters Score -5738150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5738155.000000 Penalty: 5289.211426
	Iteration 60F: 3 clusters Score -5738155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5738157.500000 Penalty: 5289.211426
	Iteration 61Q: 3 clusters Score -5738158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5738162.000000 Penalty: 5289.211426
	Iteration 62Q: 3 clusters Score -5738162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5738158.500000 Penalty: 5289.211426
	Iteration 63Q: 3 clusters Score -5738158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5738159.500000 Penalty: 5289.211426
	Iteration 64Q: 3 clusters Score -5738160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5738161.000000 Penalty: 5289.211426
	Iteration 65Q: 3 clusters Score -5738161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5738163.000000 Penalty: 5289.211426
	Iteration 66Q: 3 clusters Score -5738163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5738166.000000 Penalty: 5289.211426
	Iteration 67Q: 3 clusters Score -5738166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5738166.500000 Penalty: 5289.211426
	Iteration 68Q: 3 clusters Score -5738166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5738169.000000 Penalty: 5289.211426
	Iteration 69Q: 3 clusters Score -5738169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5738169.000000 Penalty: 5289.211426
	Iteration 70F: 3 clusters Score -5738169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202652 members 
Entering Unmasked Estep 
Score: -26901508.000000 Penalty: 3030.373047
	Iteration 0F: 2 clusters Score -2.690151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -26774754.000000 Penalty: 6060.746094
	Iteration 0F: 3 clusters Score -2.677475e+07 nChanged 97317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -26832538.000000 Penalty: 6060.746094
	Iteration 1F: 3 clusters Score -2.683254e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 100494 members 
Entering Unmasked Estep 
Score: -26833810.000000 Penalty: 6060.746094
	Iteration 2Q: 3 clusters Score -2.683381e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -26835738.000000 Penalty: 6060.746094
	Iteration 3Q: 3 clusters Score -2.683574e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 100081 members 
Entering Unmasked Estep 
Score: -26838612.000000 Penalty: 6060.746094
	Iteration 4Q: 3 clusters Score -2.683861e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103178 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -26843284.000000 Penalty: 6060.746094
	Iteration 5Q: 3 clusters Score -2.684328e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -26851118.000000 Penalty: 6060.746094
	Iteration 6F: 3 clusters Score -2.685112e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -26862550.000000 Penalty: 6060.746094
	Iteration 7F: 3 clusters Score -2.686255e+07 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -26873996.000000 Penalty: 6060.746094
	Iteration 8F: 3 clusters Score -2.6874e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -26880486.000000 Penalty: 6060.746094
	Iteration 9F: 3 clusters Score -2.688049e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -26883046.000000 Penalty: 6060.746094
	Iteration 10Q: 3 clusters Score -2.688305e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -26884538.000000 Penalty: 6060.746094
	Iteration 11Q: 3 clusters Score -2.688454e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -26885968.000000 Penalty: 6060.746094
	Iteration 12Q: 3 clusters Score -2.688597e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -26887366.000000 Penalty: 6060.746094
	Iteration 13Q: 3 clusters Score -2.688737e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -26888816.000000 Penalty: 6060.746094
	Iteration 14Q: 3 clusters Score -2.688882e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -26890260.000000 Penalty: 6060.746094
	Iteration 15Q: 3 clusters Score -2.689026e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131231 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -26891764.000000 Penalty: 6060.746094
	Iteration 16Q: 3 clusters Score -2.689176e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -26893002.000000 Penalty: 6060.746094
	Iteration 17Q: 3 clusters Score -2.6893e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -26893788.000000 Penalty: 6060.746094
	Iteration 18Q: 3 clusters Score -2.689379e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139139 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -26894654.000000 Penalty: 6060.746094
	Iteration 19Q: 3 clusters Score -2.689465e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -26895366.000000 Penalty: 6060.746094
	Iteration 20F: 3 clusters Score -2.689537e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143811 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -26895900.000000 Penalty: 6060.746094
	Iteration 21Q: 3 clusters Score -2.68959e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -26896162.000000 Penalty: 6060.746094
	Iteration 22Q: 3 clusters Score -2.689616e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -26896590.000000 Penalty: 6060.746094
	Iteration 23Q: 3 clusters Score -2.689659e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -26896918.000000 Penalty: 6060.746094
	Iteration 24Q: 3 clusters Score -2.689692e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -26897416.000000 Penalty: 6060.746094
	Iteration 25Q: 3 clusters Score -2.689742e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -26897810.000000 Penalty: 6060.746094
	Iteration 26Q: 3 clusters Score -2.689781e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -26898028.000000 Penalty: 6060.746094
	Iteration 27Q: 3 clusters Score -2.689803e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -26898310.000000 Penalty: 6060.746094
	Iteration 28Q: 3 clusters Score -2.689831e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -26898584.000000 Penalty: 6060.746094
	Iteration 29Q: 3 clusters Score -2.689858e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -26898774.000000 Penalty: 6060.746094
	Iteration 30Q: 3 clusters Score -2.689877e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -26898926.000000 Penalty: 6060.746094
	Iteration 31Q: 3 clusters Score -2.689893e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -26899246.000000 Penalty: 6060.746094
	Iteration 32Q: 3 clusters Score -2.689925e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -26899380.000000 Penalty: 6060.746094
	Iteration 33Q: 3 clusters Score -2.689938e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -26899598.000000 Penalty: 6060.746094
	Iteration 34Q: 3 clusters Score -2.68996e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -26899882.000000 Penalty: 6060.746094
	Iteration 35Q: 3 clusters Score -2.689988e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -26900034.000000 Penalty: 6060.746094
	Iteration 36Q: 3 clusters Score -2.690003e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -26900236.000000 Penalty: 6060.746094
	Iteration 37Q: 3 clusters Score -2.690024e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169277 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -26900468.000000 Penalty: 6060.746094
	Iteration 38Q: 3 clusters Score -2.690047e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170311 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -26900430.000000 Penalty: 6060.746094
	Iteration 39Q: 3 clusters Score -2.690043e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -26900608.000000 Penalty: 6060.746094
	Iteration 40F: 3 clusters Score -2.690061e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -26900734.000000 Penalty: 6060.746094
	Iteration 41Q: 3 clusters Score -2.690073e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173227 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -26900898.000000 Penalty: 6060.746094
	Iteration 42Q: 3 clusters Score -2.69009e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -26900998.000000 Penalty: 6060.746094
	Iteration 43Q: 3 clusters Score -2.6901e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -26901104.000000 Penalty: 6060.746094
	Iteration 44Q: 3 clusters Score -2.69011e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -26901160.000000 Penalty: 6060.746094
	Iteration 45Q: 3 clusters Score -2.690116e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -26901200.000000 Penalty: 6060.746094
	Iteration 46Q: 3 clusters Score -2.69012e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -26901224.000000 Penalty: 6060.746094
	Iteration 47Q: 3 clusters Score -2.690122e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178153 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -26901290.000000 Penalty: 6060.746094
	Iteration 48Q: 3 clusters Score -2.690129e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -26901338.000000 Penalty: 6060.746094
	Iteration 49Q: 3 clusters Score -2.690134e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -26901330.000000 Penalty: 6060.746094
	Iteration 50Q: 3 clusters Score -2.690133e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180199 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -26901270.000000 Penalty: 6060.746094
	Iteration 51Q: 3 clusters Score -2.690127e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -26901306.000000 Penalty: 6060.746094
	Iteration 52Q: 3 clusters Score -2.690131e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -26901294.000000 Penalty: 6060.746094
	Iteration 53Q: 3 clusters Score -2.690129e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -26901268.000000 Penalty: 6060.746094
	Iteration 54Q: 3 clusters Score -2.690127e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -26901208.000000 Penalty: 6060.746094
	Iteration 55Q: 3 clusters Score -2.690121e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -26901210.000000 Penalty: 6060.746094
	Iteration 56Q: 3 clusters Score -2.690121e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183766 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -26901204.000000 Penalty: 6060.746094
	Iteration 57Q: 3 clusters Score -2.69012e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -26901226.000000 Penalty: 6060.746094
	Iteration 58Q: 3 clusters Score -2.690123e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184869 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -26901124.000000 Penalty: 6060.746094
	Iteration 59Q: 3 clusters Score -2.690112e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185409 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -26900996.000000 Penalty: 6060.746094
	Iteration 60F: 3 clusters Score -2.6901e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185944 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -26900956.000000 Penalty: 6060.746094
	Iteration 61Q: 3 clusters Score -2.690096e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186462 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -26900914.000000 Penalty: 6060.746094
	Iteration 62Q: 3 clusters Score -2.690091e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -26900892.000000 Penalty: 6060.746094
	Iteration 63Q: 3 clusters Score -2.690089e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187428 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -26900852.000000 Penalty: 6060.746094
	Iteration 64Q: 3 clusters Score -2.690085e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -26900804.000000 Penalty: 6060.746094
	Iteration 65Q: 3 clusters Score -2.69008e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -26900810.000000 Penalty: 6060.746094
	Iteration 66Q: 3 clusters Score -2.690081e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -26900810.000000 Penalty: 6060.746094
	Iteration 67Q: 3 clusters Score -2.690081e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -26900862.000000 Penalty: 6060.746094
	Iteration 68Q: 3 clusters Score -2.690086e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -26900788.000000 Penalty: 6060.746094
	Iteration 69Q: 3 clusters Score -2.690079e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -26900762.000000 Penalty: 6060.746094
	Iteration 70Q: 3 clusters Score -2.690076e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190386 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -26900710.000000 Penalty: 6060.746094
	Iteration 71Q: 3 clusters Score -2.690071e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190764 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -26900646.000000 Penalty: 6060.746094
	Iteration 72Q: 3 clusters Score -2.690065e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191137 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -26900632.000000 Penalty: 6060.746094
	Iteration 73Q: 3 clusters Score -2.690063e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191497 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -26900680.000000 Penalty: 6060.746094
	Iteration 74Q: 3 clusters Score -2.690068e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191853 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -26900662.000000 Penalty: 6060.746094
	Iteration 75Q: 3 clusters Score -2.690066e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192232 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -26900698.000000 Penalty: 6060.746094
	Iteration 76Q: 3 clusters Score -2.69007e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192620 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -26900612.000000 Penalty: 6060.746094
	Iteration 77Q: 3 clusters Score -2.690061e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192989 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -26900656.000000 Penalty: 6060.746094
	Iteration 78Q: 3 clusters Score -2.690066e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193339 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -26900568.000000 Penalty: 6060.746094
	Iteration 79Q: 3 clusters Score -2.690057e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193640 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -26900574.000000 Penalty: 6060.746094
	Iteration 80F: 3 clusters Score -2.690057e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193942 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -26900524.000000 Penalty: 6060.746094
	Iteration 81Q: 3 clusters Score -2.690052e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194235 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -26900440.000000 Penalty: 6060.746094
	Iteration 82Q: 3 clusters Score -2.690044e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194547 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -26900384.000000 Penalty: 6060.746094
	Iteration 83Q: 3 clusters Score -2.690038e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194859 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -26900384.000000 Penalty: 6060.746094
	Iteration 84Q: 3 clusters Score -2.690038e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -26900334.000000 Penalty: 6060.746094
	Iteration 85Q: 3 clusters Score -2.690033e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195445 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -26900340.000000 Penalty: 6060.746094
	Iteration 86Q: 3 clusters Score -2.690034e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195699 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -26900326.000000 Penalty: 6060.746094
	Iteration 87Q: 3 clusters Score -2.690033e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -26900320.000000 Penalty: 6060.746094
	Iteration 88Q: 3 clusters Score -2.690032e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196139 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -26900396.000000 Penalty: 6060.746094
	Iteration 89Q: 3 clusters Score -2.69004e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196342 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -26900346.000000 Penalty: 6060.746094
	Iteration 90Q: 3 clusters Score -2.690035e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196560 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -26900280.000000 Penalty: 6060.746094
	Iteration 91Q: 3 clusters Score -2.690028e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196783 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -26900208.000000 Penalty: 6060.746094
	Iteration 92Q: 3 clusters Score -2.690021e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196996 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -26900184.000000 Penalty: 6060.746094
	Iteration 93Q: 3 clusters Score -2.690018e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197197 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -26900132.000000 Penalty: 6060.746094
	Iteration 94Q: 3 clusters Score -2.690013e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197379 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -26900152.000000 Penalty: 6060.746094
	Iteration 95Q: 3 clusters Score -2.690015e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197560 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -26900132.000000 Penalty: 6060.746094
	Iteration 96Q: 3 clusters Score -2.690013e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -26900142.000000 Penalty: 6060.746094
	Iteration 97Q: 3 clusters Score -2.690014e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197907 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -26900174.000000 Penalty: 6060.746094
	Iteration 98Q: 3 clusters Score -2.690017e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198070 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -26900152.000000 Penalty: 6060.746094
	Iteration 99Q: 3 clusters Score -2.690015e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198221 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -26900164.000000 Penalty: 6060.746094
	Iteration 100F: 3 clusters Score -2.690016e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198347 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -26900138.000000 Penalty: 6060.746094
	Iteration 101Q: 3 clusters Score -2.690014e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198476 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -26900124.000000 Penalty: 6060.746094
	Iteration 102Q: 3 clusters Score -2.690012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198580 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -26900154.000000 Penalty: 6060.746094
	Iteration 103Q: 3 clusters Score -2.690015e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -26900132.000000 Penalty: 6060.746094
	Iteration 104Q: 3 clusters Score -2.690013e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198789 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -26900134.000000 Penalty: 6060.746094
	Iteration 105Q: 3 clusters Score -2.690013e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198870 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -26900112.000000 Penalty: 6060.746094
	Iteration 106Q: 3 clusters Score -2.690011e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198946 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -26900118.000000 Penalty: 6060.746094
	Iteration 107Q: 3 clusters Score -2.690012e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199020 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -26900112.000000 Penalty: 6060.746094
	Iteration 108Q: 3 clusters Score -2.690011e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199102 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -26900118.000000 Penalty: 6060.746094
	Iteration 109Q: 3 clusters Score -2.690012e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199181 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -26900098.000000 Penalty: 6060.746094
	Iteration 110Q: 3 clusters Score -2.69001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -26900056.000000 Penalty: 6060.746094
	Iteration 111Q: 3 clusters Score -2.690006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -26900062.000000 Penalty: 6060.746094
	Iteration 112Q: 3 clusters Score -2.690006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -26900064.000000 Penalty: 6060.746094
	Iteration 113Q: 3 clusters Score -2.690006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -26900050.000000 Penalty: 6060.746094
	Iteration 114Q: 3 clusters Score -2.690005e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -26900062.000000 Penalty: 6060.746094
	Iteration 115Q: 3 clusters Score -2.690006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -26900046.000000 Penalty: 6060.746094
	Iteration 116Q: 3 clusters Score -2.690005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199559 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -26899976.000000 Penalty: 6060.746094
	Iteration 117Q: 3 clusters Score -2.689998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -26899938.000000 Penalty: 6060.746094
	Iteration 118Q: 3 clusters Score -2.689994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -26899954.000000 Penalty: 6060.746094
	Iteration 119Q: 3 clusters Score -2.689995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199684 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -26899954.000000 Penalty: 6060.746094
	Iteration 120F: 3 clusters Score -2.689995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199717 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -26899926.000000 Penalty: 6060.746094
	Iteration 121Q: 3 clusters Score -2.689993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199737 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -26899940.000000 Penalty: 6060.746094
	Iteration 122Q: 3 clusters Score -2.689994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -26899946.000000 Penalty: 6060.746094
	Iteration 123Q: 3 clusters Score -2.689995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199793 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -26899952.000000 Penalty: 6060.746094
	Iteration 124Q: 3 clusters Score -2.689995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199822 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -26899954.000000 Penalty: 6060.746094
	Iteration 125Q: 3 clusters Score -2.689995e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199859 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -26899946.000000 Penalty: 6060.746094
	Iteration 126Q: 3 clusters Score -2.689995e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199897 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -26899922.000000 Penalty: 6060.746094
	Iteration 127Q: 3 clusters Score -2.689992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199931 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -26899932.000000 Penalty: 6060.746094
	Iteration 128Q: 3 clusters Score -2.689993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199963 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -26899944.000000 Penalty: 6060.746094
	Iteration 129Q: 3 clusters Score -2.689994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199989 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -26899928.000000 Penalty: 6060.746094
	Iteration 130Q: 3 clusters Score -2.689993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200014 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -26899904.000000 Penalty: 6060.746094
	Iteration 131Q: 3 clusters Score -2.68999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200030 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -26899928.000000 Penalty: 6060.746094
	Iteration 132Q: 3 clusters Score -2.689993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200051 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -26899916.000000 Penalty: 6060.746094
	Iteration 133Q: 3 clusters Score -2.689992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200065 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -26899896.000000 Penalty: 6060.746094
	Iteration 134Q: 3 clusters Score -2.68999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200084 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -26899884.000000 Penalty: 6060.746094
	Iteration 135Q: 3 clusters Score -2.689988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200110 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -26899892.000000 Penalty: 6060.746094
	Iteration 136Q: 3 clusters Score -2.689989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200143 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -26899932.000000 Penalty: 6060.746094
	Iteration 137Q: 3 clusters Score -2.689993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -26899896.000000 Penalty: 6060.746094
	Iteration 138Q: 3 clusters Score -2.68999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200177 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -26899900.000000 Penalty: 6060.746094
	Iteration 139Q: 3 clusters Score -2.68999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200185 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -26899900.000000 Penalty: 6060.746094
	Iteration 140F: 3 clusters Score -2.68999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200200 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -26899902.000000 Penalty: 6060.746094
	Iteration 141Q: 3 clusters Score -2.68999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200210 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26899898.000000 Penalty: 6060.746094
	Iteration 142Q: 3 clusters Score -2.68999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200218 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -26899884.000000 Penalty: 6060.746094
	Iteration 143Q: 3 clusters Score -2.689988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -26899892.000000 Penalty: 6060.746094
	Iteration 144Q: 3 clusters Score -2.689989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200240 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26899888.000000 Penalty: 6060.746094
	Iteration 145Q: 3 clusters Score -2.689989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -26899886.000000 Penalty: 6060.746094
	Iteration 146Q: 3 clusters Score -2.689989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200262 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -26899912.000000 Penalty: 6060.746094
	Iteration 147Q: 3 clusters Score -2.689991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200271 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -26899928.000000 Penalty: 6060.746094
	Iteration 148Q: 3 clusters Score -2.689993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -26899922.000000 Penalty: 6060.746094
	Iteration 149Q: 3 clusters Score -2.689992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200281 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -26899920.000000 Penalty: 6060.746094
	Iteration 150Q: 3 clusters Score -2.689992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200287 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -26899928.000000 Penalty: 6060.746094
	Iteration 151Q: 3 clusters Score -2.689993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200295 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -26899910.000000 Penalty: 6060.746094
	Iteration 152Q: 3 clusters Score -2.689991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200302 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26899884.000000 Penalty: 6060.746094
	Iteration 153Q: 3 clusters Score -2.689988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200305 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -26899878.000000 Penalty: 6060.746094
	Iteration 154Q: 3 clusters Score -2.689988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200308 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -26899872.000000 Penalty: 6060.746094
	Iteration 155Q: 3 clusters Score -2.689987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -26899874.000000 Penalty: 6060.746094
	Iteration 156Q: 3 clusters Score -2.689987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200311 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -26899866.000000 Penalty: 6060.746094
	Iteration 157Q: 3 clusters Score -2.689987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200317 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -26899866.000000 Penalty: 6060.746094
	Iteration 158Q: 3 clusters Score -2.689987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200323 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -26899884.000000 Penalty: 6060.746094
	Iteration 159Q: 3 clusters Score -2.689988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200327 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -26899896.000000 Penalty: 6060.746094
	Iteration 160F: 3 clusters Score -2.68999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200331 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -26899900.000000 Penalty: 6060.746094
	Iteration 161Q: 3 clusters Score -2.68999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200334 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -26899904.000000 Penalty: 6060.746094
	Iteration 162Q: 3 clusters Score -2.68999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200336 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -26899906.000000 Penalty: 6060.746094
	Iteration 163Q: 3 clusters Score -2.689991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200336 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -26899906.000000 Penalty: 6060.746094
	Iteration 164F: 3 clusters Score -2.689991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -183299.500000 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -183299.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -181110.906250 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -181110.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -181444.890625 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -181444.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -181535.500000 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -181535.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -181588.625000 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -181588.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -181624.093750 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -181624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181643.156250 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -181643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181654.453125 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -181654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -181666.156250 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -181666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -181679.312500 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -181679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -181688.812500 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -181688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -181699.140625 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -181699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -181706.203125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -181706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -181708.640625 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -181708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -181709.656250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -181709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181711.703125 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -181711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181713.343750 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -181713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181715.156250 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -181715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181718.328125 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -181718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181720.562500 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -181720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -181721.296875 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -181721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -181721.296875 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -181721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22264 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29503 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162147 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39575 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 68864 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 27610 members 
Mstep: Class 16 contains 180918 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120287 members 
Mstep: Class 21 contains 42776 members 
Mstep: Class 22 contains 202652 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280640.000000 Penalty: 72127.992188
Iteration 279Q: 22 clusters Score -1.352806e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22267 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29521 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162105 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33623 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39574 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 68854 members 
Mstep: Class 13 contains 48756 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27598 members 
Mstep: Class 16 contains 180994 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120288 members 
Mstep: Class 21 contains 42759 members 
Mstep: Class 22 contains 202638 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280704.000000 Penalty: 72127.992188
Iteration 280F: 22 clusters Score -1.352807e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22263 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29532 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162065 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33634 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39562 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 68843 members 
Mstep: Class 13 contains 48759 members 
Mstep: Class 14 contains 46176 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 181065 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120294 members 
Mstep: Class 21 contains 42737 members 
Mstep: Class 22 contains 202636 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280720.000000 Penalty: 72127.992188
Iteration 281Q: 22 clusters Score -1.352807e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22257 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29547 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162028 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33633 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39555 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 48753 members 
Mstep: Class 14 contains 46167 members 
Mstep: Class 15 contains 27590 members 
Mstep: Class 16 contains 181174 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120277 members 
Mstep: Class 21 contains 42709 members 
Mstep: Class 22 contains 202644 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280704.000000 Penalty: 72127.992188
Iteration 282Q: 22 clusters Score -1.352807e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29557 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 162003 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33636 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39552 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 68812 members 
Mstep: Class 13 contains 48742 members 
Mstep: Class 14 contains 46159 members 
Mstep: Class 15 contains 27584 members 
Mstep: Class 16 contains 181283 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120271 members 
Mstep: Class 21 contains 42680 members 
Mstep: Class 22 contains 202628 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280672.000000 Penalty: 72127.992188
Iteration 283Q: 22 clusters Score -1.352807e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29577 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161966 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33635 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39546 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 68806 members 
Mstep: Class 13 contains 48732 members 
Mstep: Class 14 contains 46151 members 
Mstep: Class 15 contains 27584 members 
Mstep: Class 16 contains 181373 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120271 members 
Mstep: Class 21 contains 42653 members 
Mstep: Class 22 contains 202615 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280720.000000 Penalty: 72127.992188
Iteration 284Q: 22 clusters Score -1.352807e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29599 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161914 members 
Mstep: Class 7 contains 1455 members 
Mstep: Class 8 contains 33630 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 68790 members 
Mstep: Class 13 contains 48723 members 
Mstep: Class 14 contains 46154 members 
Mstep: Class 15 contains 27577 members 
Mstep: Class 16 contains 181463 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120280 members 
Mstep: Class 21 contains 42624 members 
Mstep: Class 22 contains 202623 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280640.000000 Penalty: 72127.992188
Iteration 285Q: 22 clusters Score -1.352806e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22244 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29617 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161851 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 33623 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39530 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 68775 members 
Mstep: Class 13 contains 48717 members 
Mstep: Class 14 contains 46144 members 
Mstep: Class 15 contains 27574 members 
Mstep: Class 16 contains 181587 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120278 members 
Mstep: Class 21 contains 42594 members 
Mstep: Class 22 contains 202626 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280624.000000 Penalty: 72127.992188
Iteration 286Q: 22 clusters Score -1.352806e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22249 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29634 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161791 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 33610 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39525 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 68756 members 
Mstep: Class 13 contains 48714 members 
Mstep: Class 14 contains 46140 members 
Mstep: Class 15 contains 27567 members 
Mstep: Class 16 contains 181690 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120285 members 
Mstep: Class 21 contains 42565 members 
Mstep: Class 22 contains 202636 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280640.000000 Penalty: 72127.992188
Iteration 287Q: 22 clusters Score -1.352806e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22248 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29650 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161742 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 33599 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39525 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 68742 members 
Mstep: Class 13 contains 48710 members 
Mstep: Class 14 contains 46138 members 
Mstep: Class 15 contains 27566 members 
Mstep: Class 16 contains 181785 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120279 members 
Mstep: Class 21 contains 42544 members 
Mstep: Class 22 contains 202642 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 288Q: 22 clusters Score -1.352808e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22247 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29666 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161704 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33593 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 68727 members 
Mstep: Class 13 contains 48699 members 
Mstep: Class 14 contains 46141 members 
Mstep: Class 15 contains 27563 members 
Mstep: Class 16 contains 181833 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120286 members 
Mstep: Class 21 contains 42527 members 
Mstep: Class 22 contains 202665 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280848.000000 Penalty: 72127.992188
Iteration 289Q: 22 clusters Score -1.352808e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22247 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29689 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161679 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33594 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39524 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 68714 members 
Mstep: Class 13 contains 48693 members 
Mstep: Class 14 contains 46149 members 
Mstep: Class 15 contains 27563 members 
Mstep: Class 16 contains 181872 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120279 members 
Mstep: Class 21 contains 42512 members 
Mstep: Class 22 contains 202660 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280864.000000 Penalty: 72127.992188
Iteration 290Q: 22 clusters Score -1.352809e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22242 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29706 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161650 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33590 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 68705 members 
Mstep: Class 13 contains 48686 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 27561 members 
Mstep: Class 16 contains 181894 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120283 members 
Mstep: Class 21 contains 42492 members 
Mstep: Class 22 contains 202687 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 291Q: 22 clusters Score -1.352808e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22241 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29718 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161635 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33592 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 68695 members 
Mstep: Class 13 contains 48675 members 
Mstep: Class 14 contains 46163 members 
Mstep: Class 15 contains 27566 members 
Mstep: Class 16 contains 181906 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120273 members 
Mstep: Class 21 contains 42481 members 
Mstep: Class 22 contains 202708 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280624.000000 Penalty: 72127.992188
Iteration 292Q: 22 clusters Score -1.352806e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22236 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29735 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161607 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33586 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39521 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 68687 members 
Mstep: Class 13 contains 48675 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 27566 members 
Mstep: Class 16 contains 181900 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120284 members 
Mstep: Class 21 contains 42474 members 
Mstep: Class 22 contains 202737 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280608.000000 Penalty: 72127.992188
Iteration 293Q: 22 clusters Score -1.352806e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22236 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29743 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161589 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33595 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39524 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 68684 members 
Mstep: Class 13 contains 48676 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27565 members 
Mstep: Class 16 contains 181906 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120292 members 
Mstep: Class 21 contains 42468 members 
Mstep: Class 22 contains 202732 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280528.000000 Penalty: 72127.992188
Iteration 294Q: 22 clusters Score -1.352805e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22235 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29753 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161566 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 68677 members 
Mstep: Class 13 contains 48679 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 27562 members 
Mstep: Class 16 contains 181919 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120299 members 
Mstep: Class 21 contains 42459 members 
Mstep: Class 22 contains 202744 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280544.000000 Penalty: 72127.992188
Iteration 295Q: 22 clusters Score -1.352805e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22232 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29764 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161558 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33598 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39518 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 68667 members 
Mstep: Class 13 contains 48675 members 
Mstep: Class 14 contains 46152 members 
Mstep: Class 15 contains 27563 members 
Mstep: Class 16 contains 181930 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120303 members 
Mstep: Class 21 contains 42449 members 
Mstep: Class 22 contains 202766 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280528.000000 Penalty: 72127.992188
Iteration 296Q: 22 clusters Score -1.352805e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22229 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29779 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161548 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33595 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39517 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 68669 members 
Mstep: Class 13 contains 48664 members 
Mstep: Class 14 contains 46150 members 
Mstep: Class 15 contains 27564 members 
Mstep: Class 16 contains 181937 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120290 members 
Mstep: Class 21 contains 42449 members 
Mstep: Class 22 contains 202786 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 297Q: 22 clusters Score -1.352806e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22226 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29786 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161541 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 68670 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 46148 members 
Mstep: Class 15 contains 27558 members 
Mstep: Class 16 contains 181932 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120289 members 
Mstep: Class 21 contains 42443 members 
Mstep: Class 22 contains 202811 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280544.000000 Penalty: 72127.992188
Iteration 298Q: 22 clusters Score -1.352805e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 29799 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161531 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39512 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 68678 members 
Mstep: Class 13 contains 48652 members 
Mstep: Class 14 contains 46148 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 181912 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120290 members 
Mstep: Class 21 contains 42435 members 
Mstep: Class 22 contains 202835 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280656.000000 Penalty: 72127.992188
Iteration 299Q: 22 clusters Score -1.352807e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29807 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161513 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33615 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39513 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 68678 members 
Mstep: Class 13 contains 48650 members 
Mstep: Class 14 contains 46152 members 
Mstep: Class 15 contains 27552 members 
Mstep: Class 16 contains 181893 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120292 members 
Mstep: Class 21 contains 42429 members 
Mstep: Class 22 contains 202856 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280752.000000 Penalty: 72127.992188
Iteration 300F: 22 clusters Score -1.352808e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22225 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161503 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 33619 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39509 members 
Mstep: Class 11 contains 2680 members 
Mstep: Class 12 contains 68684 members 
Mstep: Class 13 contains 48647 members 
Mstep: Class 14 contains 46154 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 181896 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120291 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 202861 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 22 clusters Score -1.352807e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22225 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29835 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161487 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33624 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39504 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 68686 members 
Mstep: Class 13 contains 48642 members 
Mstep: Class 14 contains 46156 members 
Mstep: Class 15 contains 27550 members 
Mstep: Class 16 contains 181901 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120288 members 
Mstep: Class 21 contains 42412 members 
Mstep: Class 22 contains 202869 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 22 clusters Score -1.352807e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22227 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29854 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161482 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33618 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 2678 members 
Mstep: Class 12 contains 68693 members 
Mstep: Class 13 contains 48645 members 
Mstep: Class 14 contains 46158 members 
Mstep: Class 15 contains 27549 members 
Mstep: Class 16 contains 181915 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120288 members 
Mstep: Class 21 contains 42406 members 
Mstep: Class 22 contains 202847 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280848.000000 Penalty: 72127.992188
Iteration 303Q: 22 clusters Score -1.352808e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22229 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29870 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161478 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39498 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 68684 members 
Mstep: Class 13 contains 48645 members 
Mstep: Class 14 contains 46159 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 181936 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120272 members 
Mstep: Class 21 contains 42398 members 
Mstep: Class 22 contains 202841 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280880.000000 Penalty: 72127.992188
Iteration 304Q: 22 clusters Score -1.352809e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22224 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29898 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161468 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33608 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39496 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 68683 members 
Mstep: Class 13 contains 48650 members 
Mstep: Class 14 contains 46160 members 
Mstep: Class 15 contains 27546 members 
Mstep: Class 16 contains 181960 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120265 members 
Mstep: Class 21 contains 42390 members 
Mstep: Class 22 contains 202834 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280944.000000 Penalty: 72127.992188
Iteration 305Q: 22 clusters Score -1.352809e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22219 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29916 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161455 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33613 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39497 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 68680 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 181982 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120261 members 
Mstep: Class 21 contains 42382 members 
Mstep: Class 22 contains 202814 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 306Q: 22 clusters Score -1.352808e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22217 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29931 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161450 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33611 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39495 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 68682 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 46163 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 181999 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120261 members 
Mstep: Class 21 contains 42374 members 
Mstep: Class 22 contains 202807 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280736.000000 Penalty: 72127.992188
Iteration 307Q: 22 clusters Score -1.352807e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22219 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29952 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161444 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 33602 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39493 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 68670 members 
Mstep: Class 13 contains 48651 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182037 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120248 members 
Mstep: Class 21 contains 42368 members 
Mstep: Class 22 contains 202798 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280752.000000 Penalty: 72127.992188
Iteration 308Q: 22 clusters Score -1.352808e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22218 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29971 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161428 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33599 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39489 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 68666 members 
Mstep: Class 13 contains 48650 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182074 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120238 members 
Mstep: Class 21 contains 42363 members 
Mstep: Class 22 contains 202787 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280800.000000 Penalty: 72127.992188
Iteration 309Q: 22 clusters Score -1.352808e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22216 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 29990 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161405 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33598 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39490 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 68660 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 46169 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 182100 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120232 members 
Mstep: Class 21 contains 42358 members 
Mstep: Class 22 contains 202776 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280816.000000 Penalty: 72127.992188
Iteration 310Q: 22 clusters Score -1.352808e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30009 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161384 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33591 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39489 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 68658 members 
Mstep: Class 13 contains 48655 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 27547 members 
Mstep: Class 16 contains 182126 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120228 members 
Mstep: Class 21 contains 42353 members 
Mstep: Class 22 contains 202778 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280816.000000 Penalty: 72127.992188
Iteration 311Q: 22 clusters Score -1.352808e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30032 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161366 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33584 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 68654 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 46157 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 182147 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120228 members 
Mstep: Class 21 contains 42349 members 
Mstep: Class 22 contains 202776 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280784.000000 Penalty: 72127.992188
Iteration 312Q: 22 clusters Score -1.352808e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30057 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161353 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33577 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 68650 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 46152 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 182169 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120229 members 
Mstep: Class 21 contains 42342 members 
Mstep: Class 22 contains 202773 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280992.000000 Penalty: 72127.992188
Iteration 313Q: 22 clusters Score -1.35281e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30071 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161339 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33578 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 68645 members 
Mstep: Class 13 contains 48654 members 
Mstep: Class 14 contains 46150 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 182179 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120225 members 
Mstep: Class 21 contains 42336 members 
Mstep: Class 22 contains 202784 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280816.000000 Penalty: 72127.992188
Iteration 314Q: 22 clusters Score -1.352808e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22210 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161323 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33579 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39470 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 68641 members 
Mstep: Class 13 contains 48653 members 
Mstep: Class 14 contains 46148 members 
Mstep: Class 15 contains 27549 members 
Mstep: Class 16 contains 182194 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120217 members 
Mstep: Class 21 contains 42329 members 
Mstep: Class 22 contains 202803 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280944.000000 Penalty: 72127.992188
Iteration 315Q: 22 clusters Score -1.352809e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22208 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30087 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161312 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33570 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39469 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 68637 members 
Mstep: Class 13 contains 48650 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27547 members 
Mstep: Class 16 contains 182204 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120218 members 
Mstep: Class 21 contains 42323 members 
Mstep: Class 22 contains 202821 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280720.000000 Penalty: 72127.992188
Iteration 316Q: 22 clusters Score -1.352807e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22206 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30104 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161304 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 33557 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 68631 members 
Mstep: Class 13 contains 48645 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 182218 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120213 members 
Mstep: Class 21 contains 42319 members 
Mstep: Class 22 contains 202831 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280736.000000 Penalty: 72127.992188
Iteration 317Q: 22 clusters Score -1.352807e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30122 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161306 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33543 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 68627 members 
Mstep: Class 13 contains 48644 members 
Mstep: Class 14 contains 46149 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 182225 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120210 members 
Mstep: Class 21 contains 42315 members 
Mstep: Class 22 contains 202835 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280704.000000 Penalty: 72127.992188
Iteration 318Q: 22 clusters Score -1.352807e+08 nChanged 167
Entering ConstructFrom: 
Score: -135280704.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118852.421875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118852.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119232.937500 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119232.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -119693.304688 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119693.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -119931.531250 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119931.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -120082.812500 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120082.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -120240.125000 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120240.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -120482.476562 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120482.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -120655.218750 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120655.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -120719.351562 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120719.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -120782.585938 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -120853.648438 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120889.085938 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120910.992188 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120913.156250 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120913.156250 Penalty: 3425.750488
	Iteration 14F: 3 clusters Score -120913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30131 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161302 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33540 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 68619 members 
Mstep: Class 13 contains 48644 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120200 members 
Mstep: Class 21 contains 42311 members 
Mstep: Class 22 contains 202856 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
Score: -135278976.000000 Penalty: 75562.656250
Splitting cluster 1 changes total score from -135280704.000000 to -135278976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Entering Unmasked Estep 
Score: -2838922.500000 Penalty: 2481.946289
	Iteration 0F: 2 clusters Score -2838922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2823520.000000 Penalty: 4963.892578
	Iteration 0F: 3 clusters Score -2823520 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2828810.750000 Penalty: 4963.892578
	Iteration 1F: 3 clusters Score -2828811 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2829378.000000 Penalty: 4963.892578
	Iteration 2F: 3 clusters Score -2829378 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2830039.500000 Penalty: 4963.892578
	Iteration 3F: 3 clusters Score -2830040 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2830909.500000 Penalty: 4963.892578
	Iteration 4F: 3 clusters Score -2830910 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2831887.750000 Penalty: 4963.892578
	Iteration 5F: 3 clusters Score -2831888 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2832875.000000 Penalty: 4963.892578
	Iteration 6F: 3 clusters Score -2832875 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2833802.000000 Penalty: 4963.892578
	Iteration 7F: 3 clusters Score -2833802 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2834528.250000 Penalty: 4963.892578
	Iteration 8Q: 3 clusters Score -2834528 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2835102.250000 Penalty: 4963.892578
	Iteration 9Q: 3 clusters Score -2835102 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2835472.000000 Penalty: 4963.892578
	Iteration 10Q: 3 clusters Score -2835472 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2835777.500000 Penalty: 4963.892578
	Iteration 11Q: 3 clusters Score -2835778 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2836018.500000 Penalty: 4963.892578
	Iteration 12Q: 3 clusters Score -2836018 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2836192.250000 Penalty: 4963.892578
	Iteration 13Q: 3 clusters Score -2836192 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2836351.750000 Penalty: 4963.892578
	Iteration 14Q: 3 clusters Score -2836352 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2836487.750000 Penalty: 4963.892578
	Iteration 15Q: 3 clusters Score -2836488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2836573.750000 Penalty: 4963.892578
	Iteration 16Q: 3 clusters Score -2836574 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2836644.000000 Penalty: 4963.892578
	Iteration 17Q: 3 clusters Score -2836644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2836697.750000 Penalty: 4963.892578
	Iteration 18Q: 3 clusters Score -2836698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2836730.500000 Penalty: 4963.892578
	Iteration 19Q: 3 clusters Score -2836730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2836763.500000 Penalty: 4963.892578
	Iteration 20F: 3 clusters Score -2836764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2836785.750000 Penalty: 4963.892578
	Iteration 21Q: 3 clusters Score -2836786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2836800.500000 Penalty: 4963.892578
	Iteration 22Q: 3 clusters Score -2836800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2836809.750000 Penalty: 4963.892578
	Iteration 23Q: 3 clusters Score -2836810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2836825.000000 Penalty: 4963.892578
	Iteration 24Q: 3 clusters Score -2836825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2836837.750000 Penalty: 4963.892578
	Iteration 25Q: 3 clusters Score -2836838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2836850.750000 Penalty: 4963.892578
	Iteration 26Q: 3 clusters Score -2836851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2836855.000000 Penalty: 4963.892578
	Iteration 27Q: 3 clusters Score -2836855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2836875.000000 Penalty: 4963.892578
	Iteration 28Q: 3 clusters Score -2836875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2836881.500000 Penalty: 4963.892578
	Iteration 29Q: 3 clusters Score -2836882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2836885.250000 Penalty: 4963.892578
	Iteration 30Q: 3 clusters Score -2836885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2836883.500000 Penalty: 4963.892578
	Iteration 31Q: 3 clusters Score -2836884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2836890.000000 Penalty: 4963.892578
	Iteration 32Q: 3 clusters Score -2836890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2836889.250000 Penalty: 4963.892578
	Iteration 33Q: 3 clusters Score -2836889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2836891.000000 Penalty: 4963.892578
	Iteration 34Q: 3 clusters Score -2836891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2836895.250000 Penalty: 4963.892578
	Iteration 35Q: 3 clusters Score -2836895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2836895.250000 Penalty: 4963.892578
	Iteration 36F: 3 clusters Score -2836895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -79335.093750 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -79335.09 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 301 members 
Entering Unmasked Estep 
Score: -77671.460938 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -77671.46 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77867.921875 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -77867.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77932.460938 Penalty: 3204.888184
	Iteration 2Q: 3 clusters Score -77932.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77966.718750 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -77966.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78005.132812 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -78005.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78028.968750 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -78028.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78045.593750 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -78045.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78054.898438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -78054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78065.343750 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -78065.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78072.546875 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -78072.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78079.000000 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -78079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78087.046875 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -78087.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78087.914062 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -78087.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78089.023438 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -78089.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78092.859375 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -78092.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78094.257812 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -78094.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78094.257812 Penalty: 3204.888184
	Iteration 16F: 3 clusters Score -78094.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Entering Unmasked Estep 
Score: -3864119.250000 Penalty: 2557.700684
	Iteration 0F: 2 clusters Score -3864119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3843471.750000 Penalty: 5115.401367
	Iteration 0F: 3 clusters Score -3843472 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3850938.750000 Penalty: 5115.401367
	Iteration 1F: 3 clusters Score -3850939 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3851441.750000 Penalty: 5115.401367
	Iteration 2Q: 3 clusters Score -3851442 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3851976.250000 Penalty: 5115.401367
	Iteration 3Q: 3 clusters Score -3851976 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3852574.000000 Penalty: 5115.401367
	Iteration 4Q: 3 clusters Score -3852574 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3853278.750000 Penalty: 5115.401367
	Iteration 5Q: 3 clusters Score -3853279 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3854101.250000 Penalty: 5115.401367
	Iteration 6F: 3 clusters Score -3854101 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3854961.750000 Penalty: 5115.401367
	Iteration 7F: 3 clusters Score -3854962 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3855770.500000 Penalty: 5115.401367
	Iteration 8F: 3 clusters Score -3855770 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3856499.500000 Penalty: 5115.401367
	Iteration 9F: 3 clusters Score -3856500 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3857137.000000 Penalty: 5115.401367
	Iteration 10Q: 3 clusters Score -3857137 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3857742.500000 Penalty: 5115.401367
	Iteration 11Q: 3 clusters Score -3857742 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3858341.750000 Penalty: 5115.401367
	Iteration 12Q: 3 clusters Score -3858342 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3858977.250000 Penalty: 5115.401367
	Iteration 13Q: 3 clusters Score -3858977 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3859598.750000 Penalty: 5115.401367
	Iteration 14Q: 3 clusters Score -3859599 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3860241.250000 Penalty: 5115.401367
	Iteration 15Q: 3 clusters Score -3860241 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3860927.500000 Penalty: 5115.401367
	Iteration 16Q: 3 clusters Score -3860928 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3861688.750000 Penalty: 5115.401367
	Iteration 17Q: 3 clusters Score -3861689 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3862469.250000 Penalty: 5115.401367
	Iteration 18Q: 3 clusters Score -3862469 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3862985.000000 Penalty: 5115.401367
	Iteration 19Q: 3 clusters Score -3862985 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3863212.500000 Penalty: 5115.401367
	Iteration 20F: 3 clusters Score -3863212 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3863302.500000 Penalty: 5115.401367
	Iteration 21Q: 3 clusters Score -3863302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3863358.250000 Penalty: 5115.401367
	Iteration 22Q: 3 clusters Score -3863358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3863399.500000 Penalty: 5115.401367
	Iteration 23Q: 3 clusters Score -3863400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3863416.500000 Penalty: 5115.401367
	Iteration 24Q: 3 clusters Score -3863416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3863436.250000 Penalty: 5115.401367
	Iteration 25Q: 3 clusters Score -3863436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3863438.750000 Penalty: 5115.401367
	Iteration 26Q: 3 clusters Score -3863439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3863447.750000 Penalty: 5115.401367
	Iteration 27Q: 3 clusters Score -3863448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3863453.750000 Penalty: 5115.401367
	Iteration 28Q: 3 clusters Score -3863454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3863452.250000 Penalty: 5115.401367
	Iteration 29Q: 3 clusters Score -3863452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3863454.750000 Penalty: 5115.401367
	Iteration 30Q: 3 clusters Score -3863455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3863457.000000 Penalty: 5115.401367
	Iteration 31Q: 3 clusters Score -3863457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3863455.500000 Penalty: 5115.401367
	Iteration 32Q: 3 clusters Score -3863456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3863456.500000 Penalty: 5115.401367
	Iteration 33Q: 3 clusters Score -3863456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3863456.500000 Penalty: 5115.401367
	Iteration 34F: 3 clusters Score -3863456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112610.062500 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112610.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112972.679688 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112972.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113294.906250 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113294.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113941.882812 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113941.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114285.054688 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -114285.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -114445.921875 Penalty: 3412.160645
	Iteration 5F: 3 clusters Score -114445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114508.250000 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114531.984375 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114559.539062 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114580.734375 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -114611.164062 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -114630.148438 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114639.492188 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114639.492188 Penalty: 3412.160645
	Iteration 13F: 3 clusters Score -114639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30131 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 161302 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33540 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 68619 members 
Mstep: Class 13 contains 48644 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120200 members 
Mstep: Class 21 contains 42311 members 
Mstep: Class 22 contains 202856 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
Score: -135279056.000000 Penalty: 75562.656250
Splitting cluster 5 changes total score from -135280704.000000 to -135279056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Entering Unmasked Estep 
Score: -21517460.000000 Penalty: 2973.776367
	Iteration 0F: 2 clusters Score -2.151746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -21415112.000000 Penalty: 5947.552734
	Iteration 0F: 3 clusters Score -2.141511e+07 nChanged 77011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -21460314.000000 Penalty: 5947.552734
	Iteration 1F: 3 clusters Score -2.146031e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -21461346.000000 Penalty: 5947.552734
	Iteration 2Q: 3 clusters Score -2.146135e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -21462500.000000 Penalty: 5947.552734
	Iteration 3Q: 3 clusters Score -2.14625e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -21463762.000000 Penalty: 5947.552734
	Iteration 4Q: 3 clusters Score -2.146376e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -21465080.000000 Penalty: 5947.552734
	Iteration 5Q: 3 clusters Score -2.146508e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -21466856.000000 Penalty: 5947.552734
	Iteration 6Q: 3 clusters Score -2.146686e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -21469290.000000 Penalty: 5947.552734
	Iteration 7Q: 3 clusters Score -2.146929e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -21472996.000000 Penalty: 5947.552734
	Iteration 8Q: 3 clusters Score -2.1473e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -21478482.000000 Penalty: 5947.552734
	Iteration 9F: 3 clusters Score -2.147848e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -21485918.000000 Penalty: 5947.552734
	Iteration 10F: 3 clusters Score -2.148592e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -21493712.000000 Penalty: 5947.552734
	Iteration 11F: 3 clusters Score -2.149371e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135378 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -21500166.000000 Penalty: 5947.552734
	Iteration 12F: 3 clusters Score -2.150017e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -21504300.000000 Penalty: 5947.552734
	Iteration 13Q: 3 clusters Score -2.15043e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146253 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -21507106.000000 Penalty: 5947.552734
	Iteration 14Q: 3 clusters Score -2.150711e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -21509132.000000 Penalty: 5947.552734
	Iteration 15Q: 3 clusters Score -2.150913e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -21510640.000000 Penalty: 5947.552734
	Iteration 16Q: 3 clusters Score -2.151064e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -21511822.000000 Penalty: 5947.552734
	Iteration 17Q: 3 clusters Score -2.151182e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21512624.000000 Penalty: 5947.552734
	Iteration 18Q: 3 clusters Score -2.151262e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -21513118.000000 Penalty: 5947.552734
	Iteration 19Q: 3 clusters Score -2.151312e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21513604.000000 Penalty: 5947.552734
	Iteration 20F: 3 clusters Score -2.15136e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21513932.000000 Penalty: 5947.552734
	Iteration 21Q: 3 clusters Score -2.151393e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21514226.000000 Penalty: 5947.552734
	Iteration 22Q: 3 clusters Score -2.151423e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -21514414.000000 Penalty: 5947.552734
	Iteration 23Q: 3 clusters Score -2.151441e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21514518.000000 Penalty: 5947.552734
	Iteration 24Q: 3 clusters Score -2.151452e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21514550.000000 Penalty: 5947.552734
	Iteration 25Q: 3 clusters Score -2.151455e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21514592.000000 Penalty: 5947.552734
	Iteration 26Q: 3 clusters Score -2.151459e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160240 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21514682.000000 Penalty: 5947.552734
	Iteration 27Q: 3 clusters Score -2.151468e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160319 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21514702.000000 Penalty: 5947.552734
	Iteration 28Q: 3 clusters Score -2.15147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21514726.000000 Penalty: 5947.552734
	Iteration 29Q: 3 clusters Score -2.151473e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -21514756.000000 Penalty: 5947.552734
	Iteration 30Q: 3 clusters Score -2.151476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21514780.000000 Penalty: 5947.552734
	Iteration 31Q: 3 clusters Score -2.151478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21514794.000000 Penalty: 5947.552734
	Iteration 32Q: 3 clusters Score -2.151479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -21514806.000000 Penalty: 5947.552734
	Iteration 33Q: 3 clusters Score -2.151481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21514814.000000 Penalty: 5947.552734
	Iteration 34Q: 3 clusters Score -2.151481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21514822.000000 Penalty: 5947.552734
	Iteration 35Q: 3 clusters Score -2.151482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21514844.000000 Penalty: 5947.552734
	Iteration 36Q: 3 clusters Score -2.151484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21514842.000000 Penalty: 5947.552734
	Iteration 37Q: 3 clusters Score -2.151484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21514854.000000 Penalty: 5947.552734
	Iteration 38Q: 3 clusters Score -2.151485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160565 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -21514864.000000 Penalty: 5947.552734
	Iteration 39Q: 3 clusters Score -2.151486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21514858.000000 Penalty: 5947.552734
	Iteration 40F: 3 clusters Score -2.151486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21514890.000000 Penalty: 5947.552734
	Iteration 41Q: 3 clusters Score -2.151489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21514904.000000 Penalty: 5947.552734
	Iteration 42Q: 3 clusters Score -2.15149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21514916.000000 Penalty: 5947.552734
	Iteration 43Q: 3 clusters Score -2.151492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160606 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21514912.000000 Penalty: 5947.552734
	Iteration 44Q: 3 clusters Score -2.151491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160611 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21514926.000000 Penalty: 5947.552734
	Iteration 45Q: 3 clusters Score -2.151493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21514928.000000 Penalty: 5947.552734
	Iteration 46Q: 3 clusters Score -2.151493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21514932.000000 Penalty: 5947.552734
	Iteration 47Q: 3 clusters Score -2.151493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21514966.000000 Penalty: 5947.552734
	Iteration 48Q: 3 clusters Score -2.151497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21514960.000000 Penalty: 5947.552734
	Iteration 49Q: 3 clusters Score -2.151496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160627 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21514964.000000 Penalty: 5947.552734
	Iteration 50Q: 3 clusters Score -2.151496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160630 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21514978.000000 Penalty: 5947.552734
	Iteration 51Q: 3 clusters Score -2.151498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21514980.000000 Penalty: 5947.552734
	Iteration 52Q: 3 clusters Score -2.151498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21514988.000000 Penalty: 5947.552734
	Iteration 53Q: 3 clusters Score -2.151499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160636 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21514994.000000 Penalty: 5947.552734
	Iteration 54Q: 3 clusters Score -2.151499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21514988.000000 Penalty: 5947.552734
	Iteration 55Q: 3 clusters Score -2.151499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21514988.000000 Penalty: 5947.552734
	Iteration 56F: 3 clusters Score -2.151499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -189338.062500 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -189338.1 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 693 members 
Entering Unmasked Estep 
Score: -187069.843750 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -187069.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187425.687500 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -187425.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187524.812500 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -187524.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187574.015625 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -187574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187597.796875 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -187597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -187609.390625 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -187609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187617.750000 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -187617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187621.125000 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -187621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -187622.812500 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -187622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187624.281250 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -187624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187624.937500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -187624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187624.937500 Penalty: 3610.199951
	Iteration 11F: 3 clusters Score -187624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Entering Unmasked Estep 
Score: -4416572.500000 Penalty: 2584.282471
	Iteration 0F: 2 clusters Score -4416572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4393717.000000 Penalty: 5168.564941
	Iteration 0F: 3 clusters Score -4393717 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4401752.000000 Penalty: 5168.564941
	Iteration 1F: 3 clusters Score -4401752 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4402101.500000 Penalty: 5168.564941
	Iteration 2Q: 3 clusters Score -4402102 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4402397.000000 Penalty: 5168.564941
	Iteration 3Q: 3 clusters Score -4402397 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4402705.000000 Penalty: 5168.564941
	Iteration 4Q: 3 clusters Score -4402705 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4402979.500000 Penalty: 5168.564941
	Iteration 5Q: 3 clusters Score -4402980 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4403296.500000 Penalty: 5168.564941
	Iteration 6Q: 3 clusters Score -4403296 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4403719.500000 Penalty: 5168.564941
	Iteration 7Q: 3 clusters Score -4403720 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4404373.000000 Penalty: 5168.564941
	Iteration 8Q: 3 clusters Score -4404373 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4405396.500000 Penalty: 5168.564941
	Iteration 9F: 3 clusters Score -4405396 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4406944.000000 Penalty: 5168.564941
	Iteration 10F: 3 clusters Score -4406944 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4409030.000000 Penalty: 5168.564941
	Iteration 11F: 3 clusters Score -4409030 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4411264.000000 Penalty: 5168.564941
	Iteration 12F: 3 clusters Score -4411264 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4412879.500000 Penalty: 5168.564941
	Iteration 13Q: 3 clusters Score -4412880 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4413626.500000 Penalty: 5168.564941
	Iteration 14Q: 3 clusters Score -4413626 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4413947.500000 Penalty: 5168.564941
	Iteration 15Q: 3 clusters Score -4413948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4414114.500000 Penalty: 5168.564941
	Iteration 16Q: 3 clusters Score -4414114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4414197.000000 Penalty: 5168.564941
	Iteration 17Q: 3 clusters Score -4414197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4414238.000000 Penalty: 5168.564941
	Iteration 18Q: 3 clusters Score -4414238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4414258.500000 Penalty: 5168.564941
	Iteration 19Q: 3 clusters Score -4414258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4414273.000000 Penalty: 5168.564941
	Iteration 20F: 3 clusters Score -4414273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4414281.500000 Penalty: 5168.564941
	Iteration 21Q: 3 clusters Score -4414282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4414284.000000 Penalty: 5168.564941
	Iteration 22Q: 3 clusters Score -4414284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4414285.000000 Penalty: 5168.564941
	Iteration 23Q: 3 clusters Score -4414285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4414289.000000 Penalty: 5168.564941
	Iteration 24Q: 3 clusters Score -4414289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4414289.000000 Penalty: 5168.564941
	Iteration 25F: 3 clusters Score -4414289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125311.351562 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125311.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125781.609375 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125781.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -126122.296875 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126122.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126566.078125 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126566.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127236.578125 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -127236.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127842.695312 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -127842.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -127903.757812 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -127903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127920.257812 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127922.507812 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127922.507812 Penalty: 3457.482178
	Iteration 9F: 3 clusters Score -127922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30131 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161302 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33540 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 68619 members 
Mstep: Class 13 contains 48644 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120200 members 
Mstep: Class 21 contains 42311 members 
Mstep: Class 22 contains 202856 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
Score: -135279584.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135280704.000000 to -135279584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Entering Unmasked Estep 
Score: -5318953.000000 Penalty: 2624.663818
	Iteration 0F: 2 clusters Score -5318953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5292144.000000 Penalty: 5249.327637
	Iteration 0F: 3 clusters Score -5292144 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5302162.500000 Penalty: 5249.327637
	Iteration 1F: 3 clusters Score -5302162 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5302580.000000 Penalty: 5249.327637
	Iteration 2Q: 3 clusters Score -5302580 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5302940.500000 Penalty: 5249.327637
	Iteration 3Q: 3 clusters Score -5302940 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5303322.000000 Penalty: 5249.327637
	Iteration 4Q: 3 clusters Score -5303322 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -5303729.500000 Penalty: 5249.327637
	Iteration 5Q: 3 clusters Score -5303730 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5304104.500000 Penalty: 5249.327637
	Iteration 6Q: 3 clusters Score -5304104 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5304620.000000 Penalty: 5249.327637
	Iteration 7Q: 3 clusters Score -5304620 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -5305175.000000 Penalty: 5249.327637
	Iteration 8Q: 3 clusters Score -5305175 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -5305933.000000 Penalty: 5249.327637
	Iteration 9Q: 3 clusters Score -5305933 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5306771.000000 Penalty: 5249.327637
	Iteration 10Q: 3 clusters Score -5306771 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5307759.500000 Penalty: 5249.327637
	Iteration 11Q: 3 clusters Score -5307760 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5309016.000000 Penalty: 5249.327637
	Iteration 12Q: 3 clusters Score -5309016 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5310323.500000 Penalty: 5249.327637
	Iteration 13Q: 3 clusters Score -5310324 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5311458.000000 Penalty: 5249.327637
	Iteration 14Q: 3 clusters Score -5311458 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5312214.500000 Penalty: 5249.327637
	Iteration 15Q: 3 clusters Score -5312214 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -5312711.000000 Penalty: 5249.327637
	Iteration 16Q: 3 clusters Score -5312711 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5313011.000000 Penalty: 5249.327637
	Iteration 17Q: 3 clusters Score -5313011 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5313263.500000 Penalty: 5249.327637
	Iteration 18Q: 3 clusters Score -5313264 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5313461.500000 Penalty: 5249.327637
	Iteration 19Q: 3 clusters Score -5313462 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5313668.000000 Penalty: 5249.327637
	Iteration 20F: 3 clusters Score -5313668 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5313878.000000 Penalty: 5249.327637
	Iteration 21Q: 3 clusters Score -5313878 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -5314066.500000 Penalty: 5249.327637
	Iteration 22Q: 3 clusters Score -5314066 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5314228.500000 Penalty: 5249.327637
	Iteration 23Q: 3 clusters Score -5314228 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5314368.500000 Penalty: 5249.327637
	Iteration 24Q: 3 clusters Score -5314368 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5314531.000000 Penalty: 5249.327637
	Iteration 25Q: 3 clusters Score -5314531 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -5314698.000000 Penalty: 5249.327637
	Iteration 26Q: 3 clusters Score -5314698 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5314808.500000 Penalty: 5249.327637
	Iteration 27Q: 3 clusters Score -5314808 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5314985.000000 Penalty: 5249.327637
	Iteration 28Q: 3 clusters Score -5314985 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5315110.000000 Penalty: 5249.327637
	Iteration 29Q: 3 clusters Score -5315110 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5315242.000000 Penalty: 5249.327637
	Iteration 30Q: 3 clusters Score -5315242 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5315351.000000 Penalty: 5249.327637
	Iteration 31Q: 3 clusters Score -5315351 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5315475.500000 Penalty: 5249.327637
	Iteration 32Q: 3 clusters Score -5315476 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5315591.500000 Penalty: 5249.327637
	Iteration 33Q: 3 clusters Score -5315592 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5315727.000000 Penalty: 5249.327637
	Iteration 34Q: 3 clusters Score -5315727 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5315864.000000 Penalty: 5249.327637
	Iteration 35Q: 3 clusters Score -5315864 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5315971.500000 Penalty: 5249.327637
	Iteration 36Q: 3 clusters Score -5315972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5316060.500000 Penalty: 5249.327637
	Iteration 37Q: 3 clusters Score -5316060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5316157.500000 Penalty: 5249.327637
	Iteration 38Q: 3 clusters Score -5316158 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5316237.500000 Penalty: 5249.327637
	Iteration 39Q: 3 clusters Score -5316238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5316308.000000 Penalty: 5249.327637
	Iteration 40F: 3 clusters Score -5316308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5316352.000000 Penalty: 5249.327637
	Iteration 41Q: 3 clusters Score -5316352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5316404.000000 Penalty: 5249.327637
	Iteration 42Q: 3 clusters Score -5316404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5316449.000000 Penalty: 5249.327637
	Iteration 43Q: 3 clusters Score -5316449 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5316494.500000 Penalty: 5249.327637
	Iteration 44Q: 3 clusters Score -5316494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5316517.500000 Penalty: 5249.327637
	Iteration 45Q: 3 clusters Score -5316518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5316539.000000 Penalty: 5249.327637
	Iteration 46Q: 3 clusters Score -5316539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5316559.500000 Penalty: 5249.327637
	Iteration 47Q: 3 clusters Score -5316560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5316559.500000 Penalty: 5249.327637
	Iteration 48Q: 3 clusters Score -5316560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5316584.000000 Penalty: 5249.327637
	Iteration 49Q: 3 clusters Score -5316584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5316593.000000 Penalty: 5249.327637
	Iteration 50Q: 3 clusters Score -5316593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5316610.000000 Penalty: 5249.327637
	Iteration 51Q: 3 clusters Score -5316610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5316618.500000 Penalty: 5249.327637
	Iteration 52Q: 3 clusters Score -5316618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5316633.000000 Penalty: 5249.327637
	Iteration 53Q: 3 clusters Score -5316633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5316647.500000 Penalty: 5249.327637
	Iteration 54Q: 3 clusters Score -5316648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5316662.000000 Penalty: 5249.327637
	Iteration 55Q: 3 clusters Score -5316662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5316678.500000 Penalty: 5249.327637
	Iteration 56Q: 3 clusters Score -5316678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5316696.500000 Penalty: 5249.327637
	Iteration 57Q: 3 clusters Score -5316696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5316702.000000 Penalty: 5249.327637
	Iteration 58Q: 3 clusters Score -5316702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5316701.000000 Penalty: 5249.327637
	Iteration 59Q: 3 clusters Score -5316701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5316713.500000 Penalty: 5249.327637
	Iteration 60F: 3 clusters Score -5316714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5316710.000000 Penalty: 5249.327637
	Iteration 61Q: 3 clusters Score -5316710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5316710.500000 Penalty: 5249.327637
	Iteration 62Q: 3 clusters Score -5316710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5316718.500000 Penalty: 5249.327637
	Iteration 63Q: 3 clusters Score -5316718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5316730.500000 Penalty: 5249.327637
	Iteration 64Q: 3 clusters Score -5316730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5316720.000000 Penalty: 5249.327637
	Iteration 65Q: 3 clusters Score -5316720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5316728.500000 Penalty: 5249.327637
	Iteration 66Q: 3 clusters Score -5316728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5316733.000000 Penalty: 5249.327637
	Iteration 67Q: 3 clusters Score -5316733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5316729.500000 Penalty: 5249.327637
	Iteration 68Q: 3 clusters Score -5316730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5316736.500000 Penalty: 5249.327637
	Iteration 69Q: 3 clusters Score -5316736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5316737.000000 Penalty: 5249.327637
	Iteration 70Q: 3 clusters Score -5316737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5316738.500000 Penalty: 5249.327637
	Iteration 71Q: 3 clusters Score -5316738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5316740.500000 Penalty: 5249.327637
	Iteration 72Q: 3 clusters Score -5316740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5316739.000000 Penalty: 5249.327637
	Iteration 73Q: 3 clusters Score -5316739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5316741.500000 Penalty: 5249.327637
	Iteration 74Q: 3 clusters Score -5316742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5316744.500000 Penalty: 5249.327637
	Iteration 75Q: 3 clusters Score -5316744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5316744.500000 Penalty: 5249.327637
	Iteration 76Q: 3 clusters Score -5316744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5316742.000000 Penalty: 5249.327637
	Iteration 77Q: 3 clusters Score -5316742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5316746.000000 Penalty: 5249.327637
	Iteration 78Q: 3 clusters Score -5316746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5316746.000000 Penalty: 5249.327637
	Iteration 79F: 3 clusters Score -5316746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -327093.343750 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -327093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -324008.750000 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -324008.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324709.656250 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -324709.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -324921.062500 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -324921.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -325070.562500 Penalty: 3912.613770
	Iteration 3F: 3 clusters Score -325070.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -325175.781250 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -325175.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -325270.562500 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -325270.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -325355.125000 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -325355.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325420.781250 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -325420.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -325486.250000 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -325486.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325538.656250 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -325538.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -325580.093750 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -325580.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -325625.437500 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -325625.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -325680.093750 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -325680.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -325762.531250 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -325762.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -325835.500000 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -325835.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -325907.875000 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -325907.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -325961.312500 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -325961.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -326044.062500 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -326044.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326084.000000 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -326084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326135.875000 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -326135.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -326170.250000 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -326170.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -326194.750000 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -326194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -326213.031250 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -326213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -326227.000000 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -326227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -326238.031250 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -326238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -326249.187500 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -326249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -326256.437500 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -326256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -326261.593750 Penalty: 3912.613770
	Iteration 27Q: 3 clusters Score -326261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -326267.468750 Penalty: 3912.613770
	Iteration 28Q: 3 clusters Score -326267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -326268.343750 Penalty: 3912.613770
	Iteration 29Q: 3 clusters Score -326268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -326269.562500 Penalty: 3912.613770
	Iteration 30Q: 3 clusters Score -326269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -326270.562500 Penalty: 3912.613770
	Iteration 31Q: 3 clusters Score -326270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -326270.562500 Penalty: 3912.613770
	Iteration 32F: 3 clusters Score -326270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Entering Unmasked Estep 
Score: -9202824.000000 Penalty: 2761.808594
	Iteration 0F: 2 clusters Score -9202824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -9157076.000000 Penalty: 5523.617188
	Iteration 0F: 3 clusters Score -9157076 nChanged 31875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -9174780.000000 Penalty: 5523.617188
	Iteration 1F: 3 clusters Score -9174780 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9175188.000000 Penalty: 5523.617188
	Iteration 2Q: 3 clusters Score -9175188 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -9175733.000000 Penalty: 5523.617188
	Iteration 3Q: 3 clusters Score -9175733 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -9176290.000000 Penalty: 5523.617188
	Iteration 4Q: 3 clusters Score -9176290 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -9176900.000000 Penalty: 5523.617188
	Iteration 5Q: 3 clusters Score -9176900 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -9177841.000000 Penalty: 5523.617188
	Iteration 6Q: 3 clusters Score -9177841 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -9179449.000000 Penalty: 5523.617188
	Iteration 7Q: 3 clusters Score -9179449 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9182162.000000 Penalty: 5523.617188
	Iteration 8F: 3 clusters Score -9182162 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -9186485.000000 Penalty: 5523.617188
	Iteration 9F: 3 clusters Score -9186485 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -9191740.000000 Penalty: 5523.617188
	Iteration 10F: 3 clusters Score -9191740 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -9196210.000000 Penalty: 5523.617188
	Iteration 11F: 3 clusters Score -9196210 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -9198670.000000 Penalty: 5523.617188
	Iteration 12Q: 3 clusters Score -9198670 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -9199704.000000 Penalty: 5523.617188
	Iteration 13Q: 3 clusters Score -9199704 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -9200117.000000 Penalty: 5523.617188
	Iteration 14Q: 3 clusters Score -9200117 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -9200273.000000 Penalty: 5523.617188
	Iteration 15Q: 3 clusters Score -9200273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9200337.000000 Penalty: 5523.617188
	Iteration 16Q: 3 clusters Score -9200337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -9200371.000000 Penalty: 5523.617188
	Iteration 17Q: 3 clusters Score -9200371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -9200391.000000 Penalty: 5523.617188
	Iteration 18Q: 3 clusters Score -9200391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -9200421.000000 Penalty: 5523.617188
	Iteration 19Q: 3 clusters Score -9200421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -9200430.000000 Penalty: 5523.617188
	Iteration 20F: 3 clusters Score -9200430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -9200439.000000 Penalty: 5523.617188
	Iteration 21Q: 3 clusters Score -9200439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -9200450.000000 Penalty: 5523.617188
	Iteration 22Q: 3 clusters Score -9200450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -9200460.000000 Penalty: 5523.617188
	Iteration 23Q: 3 clusters Score -9200460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -9200464.000000 Penalty: 5523.617188
	Iteration 24Q: 3 clusters Score -9200464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -9200461.000000 Penalty: 5523.617188
	Iteration 25Q: 3 clusters Score -9200461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -9200459.000000 Penalty: 5523.617188
	Iteration 26Q: 3 clusters Score -9200459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -9200454.000000 Penalty: 5523.617188
	Iteration 27Q: 3 clusters Score -9200454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -9200462.000000 Penalty: 5523.617188
	Iteration 28Q: 3 clusters Score -9200462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -9200457.000000 Penalty: 5523.617188
	Iteration 29Q: 3 clusters Score -9200457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9200463.000000 Penalty: 5523.617188
	Iteration 30Q: 3 clusters Score -9200463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -9200465.000000 Penalty: 5523.617188
	Iteration 31Q: 3 clusters Score -9200465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -9200466.000000 Penalty: 5523.617188
	Iteration 32Q: 3 clusters Score -9200466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -9200469.000000 Penalty: 5523.617188
	Iteration 33Q: 3 clusters Score -9200469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9200467.000000 Penalty: 5523.617188
	Iteration 34Q: 3 clusters Score -9200467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -9200472.000000 Penalty: 5523.617188
	Iteration 35Q: 3 clusters Score -9200472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -9200472.000000 Penalty: 5523.617188
	Iteration 36F: 3 clusters Score -9200472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Entering Unmasked Estep 
Score: -6545054.000000 Penalty: 2676.486328
	Iteration 0F: 2 clusters Score -6545054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -6512238.500000 Penalty: 5352.972656
	Iteration 0F: 3 clusters Score -6512238 nChanged 22499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -6524618.500000 Penalty: 5352.972656
	Iteration 1F: 3 clusters Score -6524618 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6525232.000000 Penalty: 5352.972656
	Iteration 2Q: 3 clusters Score -6525232 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6525924.500000 Penalty: 5352.972656
	Iteration 3Q: 3 clusters Score -6525924 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -6526859.500000 Penalty: 5352.972656
	Iteration 4Q: 3 clusters Score -6526860 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -6528142.000000 Penalty: 5352.972656
	Iteration 5F: 3 clusters Score -6528142 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -6530207.500000 Penalty: 5352.972656
	Iteration 6F: 3 clusters Score -6530208 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6533205.500000 Penalty: 5352.972656
	Iteration 7F: 3 clusters Score -6533206 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6536706.500000 Penalty: 5352.972656
	Iteration 8F: 3 clusters Score -6536706 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6539677.500000 Penalty: 5352.972656
	Iteration 9F: 3 clusters Score -6539678 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6541426.500000 Penalty: 5352.972656
	Iteration 10Q: 3 clusters Score -6541426 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6542196.000000 Penalty: 5352.972656
	Iteration 11Q: 3 clusters Score -6542196 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6542513.000000 Penalty: 5352.972656
	Iteration 12Q: 3 clusters Score -6542513 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6542703.500000 Penalty: 5352.972656
	Iteration 13Q: 3 clusters Score -6542704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6542823.000000 Penalty: 5352.972656
	Iteration 14Q: 3 clusters Score -6542823 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6542897.500000 Penalty: 5352.972656
	Iteration 15Q: 3 clusters Score -6542898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6542921.500000 Penalty: 5352.972656
	Iteration 16Q: 3 clusters Score -6542922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6542945.000000 Penalty: 5352.972656
	Iteration 17Q: 3 clusters Score -6542945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6542964.500000 Penalty: 5352.972656
	Iteration 18Q: 3 clusters Score -6542964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6542964.500000 Penalty: 5352.972656
	Iteration 19Q: 3 clusters Score -6542964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6542976.500000 Penalty: 5352.972656
	Iteration 20F: 3 clusters Score -6542976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6542976.500000 Penalty: 5352.972656
	Iteration 21Q: 3 clusters Score -6542976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6542988.500000 Penalty: 5352.972656
	Iteration 22Q: 3 clusters Score -6542988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6542987.000000 Penalty: 5352.972656
	Iteration 23Q: 3 clusters Score -6542987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6542999.500000 Penalty: 5352.972656
	Iteration 24Q: 3 clusters Score -6543000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6543012.000000 Penalty: 5352.972656
	Iteration 25Q: 3 clusters Score -6543012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6543026.000000 Penalty: 5352.972656
	Iteration 26Q: 3 clusters Score -6543026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6543042.000000 Penalty: 5352.972656
	Iteration 27Q: 3 clusters Score -6543042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6543047.000000 Penalty: 5352.972656
	Iteration 28Q: 3 clusters Score -6543047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6543055.500000 Penalty: 5352.972656
	Iteration 29Q: 3 clusters Score -6543056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6543058.500000 Penalty: 5352.972656
	Iteration 30Q: 3 clusters Score -6543058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6543060.000000 Penalty: 5352.972656
	Iteration 31Q: 3 clusters Score -6543060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6543067.000000 Penalty: 5352.972656
	Iteration 32Q: 3 clusters Score -6543067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6543062.000000 Penalty: 5352.972656
	Iteration 33Q: 3 clusters Score -6543062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6543067.000000 Penalty: 5352.972656
	Iteration 34Q: 3 clusters Score -6543067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6543069.000000 Penalty: 5352.972656
	Iteration 35Q: 3 clusters Score -6543069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6543077.000000 Penalty: 5352.972656
	Iteration 36Q: 3 clusters Score -6543077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6543069.500000 Penalty: 5352.972656
	Iteration 37Q: 3 clusters Score -6543070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6543078.500000 Penalty: 5352.972656
	Iteration 38Q: 3 clusters Score -6543078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6543076.500000 Penalty: 5352.972656
	Iteration 39Q: 3 clusters Score -6543076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6543076.500000 Penalty: 5352.972656
	Iteration 40F: 3 clusters Score -6543076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Entering Unmasked Estep 
Score: -6213054.000000 Penalty: 2663.417480
	Iteration 0F: 2 clusters Score -6213054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6181904.500000 Penalty: 5326.834961
	Iteration 0F: 3 clusters Score -6181904 nChanged 21083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -6193464.500000 Penalty: 5326.834961
	Iteration 1F: 3 clusters Score -6193464 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -6193908.500000 Penalty: 5326.834961
	Iteration 2Q: 3 clusters Score -6193908 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -6194351.500000 Penalty: 5326.834961
	Iteration 3Q: 3 clusters Score -6194352 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -6194824.000000 Penalty: 5326.834961
	Iteration 4Q: 3 clusters Score -6194824 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6195467.000000 Penalty: 5326.834961
	Iteration 5Q: 3 clusters Score -6195467 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -6196394.000000 Penalty: 5326.834961
	Iteration 6Q: 3 clusters Score -6196394 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -6197863.500000 Penalty: 5326.834961
	Iteration 7F: 3 clusters Score -6197864 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -6200121.000000 Penalty: 5326.834961
	Iteration 8F: 3 clusters Score -6200121 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -6203156.000000 Penalty: 5326.834961
	Iteration 9F: 3 clusters Score -6203156 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6206388.000000 Penalty: 5326.834961
	Iteration 10F: 3 clusters Score -6206388 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6208717.000000 Penalty: 5326.834961
	Iteration 11F: 3 clusters Score -6208717 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6209805.000000 Penalty: 5326.834961
	Iteration 12Q: 3 clusters Score -6209805 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6210251.000000 Penalty: 5326.834961
	Iteration 13Q: 3 clusters Score -6210251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -6210459.500000 Penalty: 5326.834961
	Iteration 14Q: 3 clusters Score -6210460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -6210572.000000 Penalty: 5326.834961
	Iteration 15Q: 3 clusters Score -6210572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6210621.500000 Penalty: 5326.834961
	Iteration 16Q: 3 clusters Score -6210622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6210659.000000 Penalty: 5326.834961
	Iteration 17Q: 3 clusters Score -6210659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6210663.000000 Penalty: 5326.834961
	Iteration 18Q: 3 clusters Score -6210663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -6210682.000000 Penalty: 5326.834961
	Iteration 19Q: 3 clusters Score -6210682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6210696.000000 Penalty: 5326.834961
	Iteration 20F: 3 clusters Score -6210696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6210704.500000 Penalty: 5326.834961
	Iteration 21Q: 3 clusters Score -6210704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6210707.000000 Penalty: 5326.834961
	Iteration 22Q: 3 clusters Score -6210707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6210704.500000 Penalty: 5326.834961
	Iteration 23Q: 3 clusters Score -6210704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6210711.500000 Penalty: 5326.834961
	Iteration 24Q: 3 clusters Score -6210712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6210717.000000 Penalty: 5326.834961
	Iteration 25Q: 3 clusters Score -6210717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6210717.000000 Penalty: 5326.834961
	Iteration 26F: 3 clusters Score -6210717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Entering Unmasked Estep 
Score: -3712068.500000 Penalty: 2535.419922
	Iteration 0F: 2 clusters Score -3712068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3693108.000000 Penalty: 5070.839844
	Iteration 0F: 3 clusters Score -3693108 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3699583.250000 Penalty: 5070.839844
	Iteration 1F: 3 clusters Score -3699583 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3700017.000000 Penalty: 5070.839844
	Iteration 2Q: 3 clusters Score -3700017 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3700426.000000 Penalty: 5070.839844
	Iteration 3Q: 3 clusters Score -3700426 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3700780.000000 Penalty: 5070.839844
	Iteration 4Q: 3 clusters Score -3700780 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3701138.000000 Penalty: 5070.839844
	Iteration 5Q: 3 clusters Score -3701138 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3701543.750000 Penalty: 5070.839844
	Iteration 6Q: 3 clusters Score -3701544 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3702007.250000 Penalty: 5070.839844
	Iteration 7Q: 3 clusters Score -3702007 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3702510.000000 Penalty: 5070.839844
	Iteration 8Q: 3 clusters Score -3702510 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3703101.500000 Penalty: 5070.839844
	Iteration 9Q: 3 clusters Score -3703102 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3703844.750000 Penalty: 5070.839844
	Iteration 10Q: 3 clusters Score -3703845 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3704854.500000 Penalty: 5070.839844
	Iteration 11F: 3 clusters Score -3704854 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3705988.000000 Penalty: 5070.839844
	Iteration 12F: 3 clusters Score -3705988 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3706837.000000 Penalty: 5070.839844
	Iteration 13Q: 3 clusters Score -3706837 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3707258.500000 Penalty: 5070.839844
	Iteration 14Q: 3 clusters Score -3707258 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3707435.750000 Penalty: 5070.839844
	Iteration 15Q: 3 clusters Score -3707436 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3707518.000000 Penalty: 5070.839844
	Iteration 16Q: 3 clusters Score -3707518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3707593.750000 Penalty: 5070.839844
	Iteration 17Q: 3 clusters Score -3707594 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3707646.750000 Penalty: 5070.839844
	Iteration 18Q: 3 clusters Score -3707647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3707703.500000 Penalty: 5070.839844
	Iteration 19Q: 3 clusters Score -3707704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3707757.000000 Penalty: 5070.839844
	Iteration 20F: 3 clusters Score -3707757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3707790.000000 Penalty: 5070.839844
	Iteration 21Q: 3 clusters Score -3707790 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3707837.250000 Penalty: 5070.839844
	Iteration 22Q: 3 clusters Score -3707837 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3707865.000000 Penalty: 5070.839844
	Iteration 23Q: 3 clusters Score -3707865 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3707903.750000 Penalty: 5070.839844
	Iteration 24Q: 3 clusters Score -3707904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3707929.750000 Penalty: 5070.839844
	Iteration 25Q: 3 clusters Score -3707930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3707973.250000 Penalty: 5070.839844
	Iteration 26Q: 3 clusters Score -3707973 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3708032.750000 Penalty: 5070.839844
	Iteration 27Q: 3 clusters Score -3708033 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3708069.500000 Penalty: 5070.839844
	Iteration 28Q: 3 clusters Score -3708070 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3708113.000000 Penalty: 5070.839844
	Iteration 29Q: 3 clusters Score -3708113 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3708148.500000 Penalty: 5070.839844
	Iteration 30Q: 3 clusters Score -3708148 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3708197.500000 Penalty: 5070.839844
	Iteration 31Q: 3 clusters Score -3708198 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3708233.250000 Penalty: 5070.839844
	Iteration 32Q: 3 clusters Score -3708233 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3708251.000000 Penalty: 5070.839844
	Iteration 33Q: 3 clusters Score -3708251 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3708267.500000 Penalty: 5070.839844
	Iteration 34Q: 3 clusters Score -3708268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3708312.250000 Penalty: 5070.839844
	Iteration 35Q: 3 clusters Score -3708312 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3708348.750000 Penalty: 5070.839844
	Iteration 36Q: 3 clusters Score -3708349 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3708386.500000 Penalty: 5070.839844
	Iteration 37Q: 3 clusters Score -3708386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3708408.250000 Penalty: 5070.839844
	Iteration 38Q: 3 clusters Score -3708408 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3708459.250000 Penalty: 5070.839844
	Iteration 39Q: 3 clusters Score -3708459 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3708524.500000 Penalty: 5070.839844
	Iteration 40F: 3 clusters Score -3708524 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3708580.500000 Penalty: 5070.839844
	Iteration 41Q: 3 clusters Score -3708580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3708649.250000 Penalty: 5070.839844
	Iteration 42Q: 3 clusters Score -3708649 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3708717.000000 Penalty: 5070.839844
	Iteration 43Q: 3 clusters Score -3708717 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3708772.250000 Penalty: 5070.839844
	Iteration 44Q: 3 clusters Score -3708772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3708837.500000 Penalty: 5070.839844
	Iteration 45Q: 3 clusters Score -3708838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3708885.500000 Penalty: 5070.839844
	Iteration 46Q: 3 clusters Score -3708886 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3708916.500000 Penalty: 5070.839844
	Iteration 47Q: 3 clusters Score -3708916 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3708957.250000 Penalty: 5070.839844
	Iteration 48Q: 3 clusters Score -3708957 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3708985.000000 Penalty: 5070.839844
	Iteration 49Q: 3 clusters Score -3708985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3709025.500000 Penalty: 5070.839844
	Iteration 50Q: 3 clusters Score -3709026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3709051.500000 Penalty: 5070.839844
	Iteration 51Q: 3 clusters Score -3709052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3709095.500000 Penalty: 5070.839844
	Iteration 52Q: 3 clusters Score -3709096 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3709143.000000 Penalty: 5070.839844
	Iteration 53Q: 3 clusters Score -3709143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3709192.000000 Penalty: 5070.839844
	Iteration 54Q: 3 clusters Score -3709192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3709244.500000 Penalty: 5070.839844
	Iteration 55Q: 3 clusters Score -3709244 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3709291.750000 Penalty: 5070.839844
	Iteration 56Q: 3 clusters Score -3709292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3709331.250000 Penalty: 5070.839844
	Iteration 57Q: 3 clusters Score -3709331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3709368.500000 Penalty: 5070.839844
	Iteration 58Q: 3 clusters Score -3709368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3709413.750000 Penalty: 5070.839844
	Iteration 59Q: 3 clusters Score -3709414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3709448.250000 Penalty: 5070.839844
	Iteration 60F: 3 clusters Score -3709448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3709475.250000 Penalty: 5070.839844
	Iteration 61Q: 3 clusters Score -3709475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3709513.000000 Penalty: 5070.839844
	Iteration 62Q: 3 clusters Score -3709513 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3709545.750000 Penalty: 5070.839844
	Iteration 63Q: 3 clusters Score -3709546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3709582.500000 Penalty: 5070.839844
	Iteration 64Q: 3 clusters Score -3709582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3709603.750000 Penalty: 5070.839844
	Iteration 65Q: 3 clusters Score -3709604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3709627.750000 Penalty: 5070.839844
	Iteration 66Q: 3 clusters Score -3709628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3709662.500000 Penalty: 5070.839844
	Iteration 67Q: 3 clusters Score -3709662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3709688.750000 Penalty: 5070.839844
	Iteration 68Q: 3 clusters Score -3709689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3709714.250000 Penalty: 5070.839844
	Iteration 69Q: 3 clusters Score -3709714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3709738.000000 Penalty: 5070.839844
	Iteration 70Q: 3 clusters Score -3709738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3709755.250000 Penalty: 5070.839844
	Iteration 71Q: 3 clusters Score -3709755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3709776.000000 Penalty: 5070.839844
	Iteration 72Q: 3 clusters Score -3709776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3709789.750000 Penalty: 5070.839844
	Iteration 73Q: 3 clusters Score -3709790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3709801.500000 Penalty: 5070.839844
	Iteration 74Q: 3 clusters Score -3709802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3709820.500000 Penalty: 5070.839844
	Iteration 75Q: 3 clusters Score -3709820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3709832.250000 Penalty: 5070.839844
	Iteration 76Q: 3 clusters Score -3709832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3709844.250000 Penalty: 5070.839844
	Iteration 77Q: 3 clusters Score -3709844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3709860.250000 Penalty: 5070.839844
	Iteration 78Q: 3 clusters Score -3709860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3709871.500000 Penalty: 5070.839844
	Iteration 79Q: 3 clusters Score -3709872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3709878.750000 Penalty: 5070.839844
	Iteration 80F: 3 clusters Score -3709879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3709888.500000 Penalty: 5070.839844
	Iteration 81Q: 3 clusters Score -3709888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3709900.500000 Penalty: 5070.839844
	Iteration 82Q: 3 clusters Score -3709900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3709905.000000 Penalty: 5070.839844
	Iteration 83Q: 3 clusters Score -3709905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3709915.000000 Penalty: 5070.839844
	Iteration 84Q: 3 clusters Score -3709915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3709924.250000 Penalty: 5070.839844
	Iteration 85Q: 3 clusters Score -3709924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3709924.000000 Penalty: 5070.839844
	Iteration 86Q: 3 clusters Score -3709924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3709928.750000 Penalty: 5070.839844
	Iteration 87Q: 3 clusters Score -3709929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3709934.000000 Penalty: 5070.839844
	Iteration 88Q: 3 clusters Score -3709934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3709940.000000 Penalty: 5070.839844
	Iteration 89Q: 3 clusters Score -3709940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3709938.750000 Penalty: 5070.839844
	Iteration 90Q: 3 clusters Score -3709939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3709943.250000 Penalty: 5070.839844
	Iteration 91Q: 3 clusters Score -3709943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3709938.750000 Penalty: 5070.839844
	Iteration 92Q: 3 clusters Score -3709939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3709938.250000 Penalty: 5070.839844
	Iteration 93Q: 3 clusters Score -3709938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3709933.500000 Penalty: 5070.839844
	Iteration 94Q: 3 clusters Score -3709934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3709934.500000 Penalty: 5070.839844
	Iteration 95Q: 3 clusters Score -3709934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3709941.500000 Penalty: 5070.839844
	Iteration 96Q: 3 clusters Score -3709942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3709941.500000 Penalty: 5070.839844
	Iteration 97F: 3 clusters Score -3709942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182231 members 
Entering Unmasked Estep 
Score: -24212174.000000 Penalty: 3004.031494
	Iteration 0F: 2 clusters Score -2.421217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -24092748.000000 Penalty: 6008.062988
	Iteration 0F: 3 clusters Score -2.409275e+07 nChanged 87631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -24143472.000000 Penalty: 6008.062988
	Iteration 1F: 3 clusters Score -2.414347e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -24144502.000000 Penalty: 6008.062988
	Iteration 2Q: 3 clusters Score -2.41445e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -24145536.000000 Penalty: 6008.062988
	Iteration 3Q: 3 clusters Score -2.414554e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -24147326.000000 Penalty: 6008.062988
	Iteration 4Q: 3 clusters Score -2.414733e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -24149802.000000 Penalty: 6008.062988
	Iteration 5Q: 3 clusters Score -2.41498e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -24154552.000000 Penalty: 6008.062988
	Iteration 6F: 3 clusters Score -2.415455e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -24162138.000000 Penalty: 6008.062988
	Iteration 7F: 3 clusters Score -2.416214e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136014 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -24174082.000000 Penalty: 6008.062988
	Iteration 8F: 3 clusters Score -2.417408e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -24187358.000000 Penalty: 6008.062988
	Iteration 9F: 3 clusters Score -2.418736e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -24197634.000000 Penalty: 6008.062988
	Iteration 10F: 3 clusters Score -2.419763e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -24202920.000000 Penalty: 6008.062988
	Iteration 11Q: 3 clusters Score -2.420292e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166568 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -24205254.000000 Penalty: 6008.062988
	Iteration 12Q: 3 clusters Score -2.420525e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -24206314.000000 Penalty: 6008.062988
	Iteration 13Q: 3 clusters Score -2.420631e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -24207068.000000 Penalty: 6008.062988
	Iteration 14Q: 3 clusters Score -2.420707e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -24207698.000000 Penalty: 6008.062988
	Iteration 15Q: 3 clusters Score -2.42077e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -24207934.000000 Penalty: 6008.062988
	Iteration 16Q: 3 clusters Score -2.420793e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174012 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -24208336.000000 Penalty: 6008.062988
	Iteration 17Q: 3 clusters Score -2.420834e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -24208616.000000 Penalty: 6008.062988
	Iteration 18Q: 3 clusters Score -2.420862e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -24208864.000000 Penalty: 6008.062988
	Iteration 19Q: 3 clusters Score -2.420886e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -24209022.000000 Penalty: 6008.062988
	Iteration 20F: 3 clusters Score -2.420902e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -24209234.000000 Penalty: 6008.062988
	Iteration 21Q: 3 clusters Score -2.420923e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -24209342.000000 Penalty: 6008.062988
	Iteration 22Q: 3 clusters Score -2.420934e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -24209436.000000 Penalty: 6008.062988
	Iteration 23Q: 3 clusters Score -2.420944e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178230 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -24209490.000000 Penalty: 6008.062988
	Iteration 24Q: 3 clusters Score -2.420949e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -24209430.000000 Penalty: 6008.062988
	Iteration 25Q: 3 clusters Score -2.420943e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178887 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -24209532.000000 Penalty: 6008.062988
	Iteration 26Q: 3 clusters Score -2.420953e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179144 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -24209582.000000 Penalty: 6008.062988
	Iteration 27Q: 3 clusters Score -2.420958e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -24209598.000000 Penalty: 6008.062988
	Iteration 28Q: 3 clusters Score -2.42096e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -24209636.000000 Penalty: 6008.062988
	Iteration 29Q: 3 clusters Score -2.420964e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179706 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24209696.000000 Penalty: 6008.062988
	Iteration 30Q: 3 clusters Score -2.42097e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -24209726.000000 Penalty: 6008.062988
	Iteration 31Q: 3 clusters Score -2.420973e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -24209738.000000 Penalty: 6008.062988
	Iteration 32Q: 3 clusters Score -2.420974e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24209802.000000 Penalty: 6008.062988
	Iteration 33Q: 3 clusters Score -2.42098e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180108 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -24209808.000000 Penalty: 6008.062988
	Iteration 34Q: 3 clusters Score -2.420981e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -24209816.000000 Penalty: 6008.062988
	Iteration 35Q: 3 clusters Score -2.420982e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180229 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -24209838.000000 Penalty: 6008.062988
	Iteration 36Q: 3 clusters Score -2.420984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24209848.000000 Penalty: 6008.062988
	Iteration 37Q: 3 clusters Score -2.420985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180303 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -24209870.000000 Penalty: 6008.062988
	Iteration 38Q: 3 clusters Score -2.420987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -24209876.000000 Penalty: 6008.062988
	Iteration 39Q: 3 clusters Score -2.420988e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180360 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -24209908.000000 Penalty: 6008.062988
	Iteration 40F: 3 clusters Score -2.420991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24209926.000000 Penalty: 6008.062988
	Iteration 41Q: 3 clusters Score -2.420993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -24209944.000000 Penalty: 6008.062988
	Iteration 42Q: 3 clusters Score -2.420994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -24209946.000000 Penalty: 6008.062988
	Iteration 43Q: 3 clusters Score -2.420995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24209934.000000 Penalty: 6008.062988
	Iteration 44Q: 3 clusters Score -2.420993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -24209934.000000 Penalty: 6008.062988
	Iteration 45Q: 3 clusters Score -2.420993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -24209952.000000 Penalty: 6008.062988
	Iteration 46Q: 3 clusters Score -2.420995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -24209952.000000 Penalty: 6008.062988
	Iteration 47Q: 3 clusters Score -2.420995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -24209964.000000 Penalty: 6008.062988
	Iteration 48Q: 3 clusters Score -2.420996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -24209958.000000 Penalty: 6008.062988
	Iteration 49Q: 3 clusters Score -2.420996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -24209964.000000 Penalty: 6008.062988
	Iteration 50Q: 3 clusters Score -2.420996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -24209964.000000 Penalty: 6008.062988
	Iteration 51Q: 3 clusters Score -2.420996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -24209954.000000 Penalty: 6008.062988
	Iteration 52Q: 3 clusters Score -2.420995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24209950.000000 Penalty: 6008.062988
	Iteration 53Q: 3 clusters Score -2.420995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24209946.000000 Penalty: 6008.062988
	Iteration 54Q: 3 clusters Score -2.420995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180559 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24209954.000000 Penalty: 6008.062988
	Iteration 55Q: 3 clusters Score -2.420995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180564 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24209936.000000 Penalty: 6008.062988
	Iteration 56Q: 3 clusters Score -2.420994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180574 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -24209950.000000 Penalty: 6008.062988
	Iteration 57Q: 3 clusters Score -2.420995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180581 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -24209942.000000 Penalty: 6008.062988
	Iteration 58Q: 3 clusters Score -2.420994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -24209938.000000 Penalty: 6008.062988
	Iteration 59Q: 3 clusters Score -2.420994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180604 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -24209946.000000 Penalty: 6008.062988
	Iteration 60F: 3 clusters Score -2.420995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24209922.000000 Penalty: 6008.062988
	Iteration 61Q: 3 clusters Score -2.420992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24209930.000000 Penalty: 6008.062988
	Iteration 62Q: 3 clusters Score -2.420993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24209934.000000 Penalty: 6008.062988
	Iteration 63Q: 3 clusters Score -2.420993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180635 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24209938.000000 Penalty: 6008.062988
	Iteration 64Q: 3 clusters Score -2.420994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24209930.000000 Penalty: 6008.062988
	Iteration 65Q: 3 clusters Score -2.420993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -24209924.000000 Penalty: 6008.062988
	Iteration 66Q: 3 clusters Score -2.420992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180654 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -24209906.000000 Penalty: 6008.062988
	Iteration 67Q: 3 clusters Score -2.420991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180664 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -24209912.000000 Penalty: 6008.062988
	Iteration 68Q: 3 clusters Score -2.420991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24209912.000000 Penalty: 6008.062988
	Iteration 69Q: 3 clusters Score -2.420991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180680 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -24209924.000000 Penalty: 6008.062988
	Iteration 70Q: 3 clusters Score -2.420992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -24209904.000000 Penalty: 6008.062988
	Iteration 71Q: 3 clusters Score -2.42099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24209908.000000 Penalty: 6008.062988
	Iteration 72Q: 3 clusters Score -2.420991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -24209908.000000 Penalty: 6008.062988
	Iteration 73Q: 3 clusters Score -2.420991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -24209912.000000 Penalty: 6008.062988
	Iteration 74Q: 3 clusters Score -2.420991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180706 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24209902.000000 Penalty: 6008.062988
	Iteration 75Q: 3 clusters Score -2.42099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24209906.000000 Penalty: 6008.062988
	Iteration 76Q: 3 clusters Score -2.420991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24209910.000000 Penalty: 6008.062988
	Iteration 77Q: 3 clusters Score -2.420991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24209900.000000 Penalty: 6008.062988
	Iteration 78Q: 3 clusters Score -2.42099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -24209908.000000 Penalty: 6008.062988
	Iteration 79Q: 3 clusters Score -2.420991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180722 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24209918.000000 Penalty: 6008.062988
	Iteration 80F: 3 clusters Score -2.420992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180725 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24209920.000000 Penalty: 6008.062988
	Iteration 81Q: 3 clusters Score -2.420992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24209918.000000 Penalty: 6008.062988
	Iteration 82Q: 3 clusters Score -2.420992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180733 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -24209928.000000 Penalty: 6008.062988
	Iteration 83Q: 3 clusters Score -2.420993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180738 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24209910.000000 Penalty: 6008.062988
	Iteration 84Q: 3 clusters Score -2.420991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180742 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -24209914.000000 Penalty: 6008.062988
	Iteration 85Q: 3 clusters Score -2.420991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24209918.000000 Penalty: 6008.062988
	Iteration 86Q: 3 clusters Score -2.420992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180745 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -24209910.000000 Penalty: 6008.062988
	Iteration 87Q: 3 clusters Score -2.420991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180745 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -24209906.000000 Penalty: 6008.062988
	Iteration 88Q: 3 clusters Score -2.420991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180749 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -24209898.000000 Penalty: 6008.062988
	Iteration 89Q: 3 clusters Score -2.42099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -24209910.000000 Penalty: 6008.062988
	Iteration 90Q: 3 clusters Score -2.420991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -24209912.000000 Penalty: 6008.062988
	Iteration 91Q: 3 clusters Score -2.420991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180758 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24209916.000000 Penalty: 6008.062988
	Iteration 92Q: 3 clusters Score -2.420992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180759 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24209918.000000 Penalty: 6008.062988
	Iteration 93Q: 3 clusters Score -2.420992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180762 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -24209924.000000 Penalty: 6008.062988
	Iteration 94Q: 3 clusters Score -2.420992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -24209922.000000 Penalty: 6008.062988
	Iteration 95Q: 3 clusters Score -2.420992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -24209922.000000 Penalty: 6008.062988
	Iteration 96F: 3 clusters Score -2.420992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14325.447266 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14325.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14384.481445 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14384.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14384.481445 Penalty: 2481.957275
	Iteration 2F: 3 clusters Score -14384.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Entering Unmasked Estep 
Score: -16088279.000000 Penalty: 2900.834473
	Iteration 0F: 2 clusters Score -1.608828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -16008193.000000 Penalty: 5801.668945
	Iteration 0F: 3 clusters Score -1.600819e+07 nChanged 57194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -16041443.000000 Penalty: 5801.668945
	Iteration 1F: 3 clusters Score -1.604144e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -16042860.000000 Penalty: 5801.668945
	Iteration 2Q: 3 clusters Score -1.604286e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -16044772.000000 Penalty: 5801.668945
	Iteration 3Q: 3 clusters Score -1.604477e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -16048176.000000 Penalty: 5801.668945
	Iteration 4F: 3 clusters Score -1.604818e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -16053692.000000 Penalty: 5801.668945
	Iteration 5F: 3 clusters Score -1.605369e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -16061314.000000 Penalty: 5801.668945
	Iteration 6F: 3 clusters Score -1.606131e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -16069716.000000 Penalty: 5801.668945
	Iteration 7F: 3 clusters Score -1.606972e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 100960 members 
Entering Unmasked Estep 
Score: -16076338.000000 Penalty: 5801.668945
	Iteration 8F: 3 clusters Score -1.607634e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -16080208.000000 Penalty: 5801.668945
	Iteration 9Q: 3 clusters Score -1.608021e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
Score: -16081954.000000 Penalty: 5801.668945
	Iteration 10Q: 3 clusters Score -1.608195e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -16082832.000000 Penalty: 5801.668945
	Iteration 11Q: 3 clusters Score -1.608283e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -16083383.000000 Penalty: 5801.668945
	Iteration 12Q: 3 clusters Score -1.608338e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -16083797.000000 Penalty: 5801.668945
	Iteration 13Q: 3 clusters Score -1.60838e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -16084095.000000 Penalty: 5801.668945
	Iteration 14Q: 3 clusters Score -1.60841e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 111715 members 
Entering Unmasked Estep 
Score: -16084388.000000 Penalty: 5801.668945
	Iteration 15Q: 3 clusters Score -1.608439e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -16084680.000000 Penalty: 5801.668945
	Iteration 16Q: 3 clusters Score -1.608468e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -16084977.000000 Penalty: 5801.668945
	Iteration 17Q: 3 clusters Score -1.608498e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -16085181.000000 Penalty: 5801.668945
	Iteration 18Q: 3 clusters Score -1.608518e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -16085319.000000 Penalty: 5801.668945
	Iteration 19Q: 3 clusters Score -1.608532e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -16085482.000000 Penalty: 5801.668945
	Iteration 20F: 3 clusters Score -1.608548e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -16085531.000000 Penalty: 5801.668945
	Iteration 21Q: 3 clusters Score -1.608553e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -16085606.000000 Penalty: 5801.668945
	Iteration 22Q: 3 clusters Score -1.608561e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -16085624.000000 Penalty: 5801.668945
	Iteration 23Q: 3 clusters Score -1.608562e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -16085638.000000 Penalty: 5801.668945
	Iteration 24Q: 3 clusters Score -1.608564e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -16085674.000000 Penalty: 5801.668945
	Iteration 25Q: 3 clusters Score -1.608567e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -16085728.000000 Penalty: 5801.668945
	Iteration 26Q: 3 clusters Score -1.608573e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -16085788.000000 Penalty: 5801.668945
	Iteration 27Q: 3 clusters Score -1.608579e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -16085789.000000 Penalty: 5801.668945
	Iteration 28Q: 3 clusters Score -1.608579e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -16085806.000000 Penalty: 5801.668945
	Iteration 29Q: 3 clusters Score -1.608581e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 116841 members 
Entering Unmasked Estep 
Score: -16085834.000000 Penalty: 5801.668945
	Iteration 30Q: 3 clusters Score -1.608583e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -16085911.000000 Penalty: 5801.668945
	Iteration 31Q: 3 clusters Score -1.608591e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -16085957.000000 Penalty: 5801.668945
	Iteration 32Q: 3 clusters Score -1.608596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -16085997.000000 Penalty: 5801.668945
	Iteration 33Q: 3 clusters Score -1.6086e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 117325 members 
Entering Unmasked Estep 
Score: -16086018.000000 Penalty: 5801.668945
	Iteration 34Q: 3 clusters Score -1.608602e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -16086081.000000 Penalty: 5801.668945
	Iteration 35Q: 3 clusters Score -1.608608e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -16086119.000000 Penalty: 5801.668945
	Iteration 36Q: 3 clusters Score -1.608612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -16086138.000000 Penalty: 5801.668945
	Iteration 37Q: 3 clusters Score -1.608614e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -16086179.000000 Penalty: 5801.668945
	Iteration 38Q: 3 clusters Score -1.608618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -16086186.000000 Penalty: 5801.668945
	Iteration 39Q: 3 clusters Score -1.608619e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -16086215.000000 Penalty: 5801.668945
	Iteration 40F: 3 clusters Score -1.608622e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -16086229.000000 Penalty: 5801.668945
	Iteration 41Q: 3 clusters Score -1.608623e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -16086239.000000 Penalty: 5801.668945
	Iteration 42Q: 3 clusters Score -1.608624e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
Score: -16086288.000000 Penalty: 5801.668945
	Iteration 43Q: 3 clusters Score -1.608629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -16086283.000000 Penalty: 5801.668945
	Iteration 44Q: 3 clusters Score -1.608628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 118055 members 
Entering Unmasked Estep 
Score: -16086311.000000 Penalty: 5801.668945
	Iteration 45Q: 3 clusters Score -1.608631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 118089 members 
Entering Unmasked Estep 
Score: -16086333.000000 Penalty: 5801.668945
	Iteration 46Q: 3 clusters Score -1.608633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -16086327.000000 Penalty: 5801.668945
	Iteration 47Q: 3 clusters Score -1.608633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -16086317.000000 Penalty: 5801.668945
	Iteration 48Q: 3 clusters Score -1.608632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -16086335.000000 Penalty: 5801.668945
	Iteration 49Q: 3 clusters Score -1.608634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -16086337.000000 Penalty: 5801.668945
	Iteration 50Q: 3 clusters Score -1.608634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -16086339.000000 Penalty: 5801.668945
	Iteration 51Q: 3 clusters Score -1.608634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -16086341.000000 Penalty: 5801.668945
	Iteration 52Q: 3 clusters Score -1.608634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 118177 members 
Entering Unmasked Estep 
Score: -16086337.000000 Penalty: 5801.668945
	Iteration 53Q: 3 clusters Score -1.608634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -16086337.000000 Penalty: 5801.668945
	Iteration 54Q: 3 clusters Score -1.608634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 118193 members 
Entering Unmasked Estep 
Score: -16086340.000000 Penalty: 5801.668945
	Iteration 55Q: 3 clusters Score -1.608634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 118193 members 
Entering Unmasked Estep 
Score: -16086358.000000 Penalty: 5801.668945
	Iteration 56Q: 3 clusters Score -1.608636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -16086342.000000 Penalty: 5801.668945
	Iteration 57Q: 3 clusters Score -1.608634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -16086351.000000 Penalty: 5801.668945
	Iteration 58Q: 3 clusters Score -1.608635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -16086347.000000 Penalty: 5801.668945
	Iteration 59Q: 3 clusters Score -1.608635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -16086346.000000 Penalty: 5801.668945
	Iteration 60F: 3 clusters Score -1.608635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -16086338.000000 Penalty: 5801.668945
	Iteration 61Q: 3 clusters Score -1.608634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -16086340.000000 Penalty: 5801.668945
	Iteration 62Q: 3 clusters Score -1.608634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -16086350.000000 Penalty: 5801.668945
	Iteration 63Q: 3 clusters Score -1.608635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -16086351.000000 Penalty: 5801.668945
	Iteration 64Q: 3 clusters Score -1.608635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -16086347.000000 Penalty: 5801.668945
	Iteration 65Q: 3 clusters Score -1.608635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -16086348.000000 Penalty: 5801.668945
	Iteration 66Q: 3 clusters Score -1.608635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -16086343.000000 Penalty: 5801.668945
	Iteration 67Q: 3 clusters Score -1.608634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -16086346.000000 Penalty: 5801.668945
	Iteration 68Q: 3 clusters Score -1.608635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -16086342.000000 Penalty: 5801.668945
	Iteration 69Q: 3 clusters Score -1.608634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -16086349.000000 Penalty: 5801.668945
	Iteration 70Q: 3 clusters Score -1.608635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 118225 members 
Entering Unmasked Estep 
Score: -16086345.000000 Penalty: 5801.668945
	Iteration 71Q: 3 clusters Score -1.608634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -16086360.000000 Penalty: 5801.668945
	Iteration 72Q: 3 clusters Score -1.608636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -16086356.000000 Penalty: 5801.668945
	Iteration 73Q: 3 clusters Score -1.608636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -16086347.000000 Penalty: 5801.668945
	Iteration 74Q: 3 clusters Score -1.608635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -16086354.000000 Penalty: 5801.668945
	Iteration 75Q: 3 clusters Score -1.608635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -16086371.000000 Penalty: 5801.668945
	Iteration 76Q: 3 clusters Score -1.608637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -16086376.000000 Penalty: 5801.668945
	Iteration 77Q: 3 clusters Score -1.608638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -16086376.000000 Penalty: 5801.668945
	Iteration 78Q: 3 clusters Score -1.608638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -16086370.000000 Penalty: 5801.668945
	Iteration 79Q: 3 clusters Score -1.608637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -16086368.000000 Penalty: 5801.668945
	Iteration 80F: 3 clusters Score -1.608637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -16086378.000000 Penalty: 5801.668945
	Iteration 81Q: 3 clusters Score -1.608638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -16086378.000000 Penalty: 5801.668945
	Iteration 82F: 3 clusters Score -1.608638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Entering Unmasked Estep 
Score: -5678675.500000 Penalty: 2641.895020
	Iteration 0F: 2 clusters Score -5678676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -5650034.500000 Penalty: 5283.790039
	Iteration 0F: 3 clusters Score -5650034 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5660972.000000 Penalty: 5283.790039
	Iteration 1F: 3 clusters Score -5660972 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5661916.000000 Penalty: 5283.790039
	Iteration 2Q: 3 clusters Score -5661916 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -5663055.000000 Penalty: 5283.790039
	Iteration 3Q: 3 clusters Score -5663055 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5664281.000000 Penalty: 5283.790039
	Iteration 4F: 3 clusters Score -5664281 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5665509.500000 Penalty: 5283.790039
	Iteration 5F: 3 clusters Score -5665510 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -5666921.000000 Penalty: 5283.790039
	Iteration 6F: 3 clusters Score -5666921 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5668203.000000 Penalty: 5283.790039
	Iteration 7F: 3 clusters Score -5668203 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -5669464.500000 Penalty: 5283.790039
	Iteration 8F: 3 clusters Score -5669464 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5670469.000000 Penalty: 5283.790039
	Iteration 9Q: 3 clusters Score -5670469 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -5671215.500000 Penalty: 5283.790039
	Iteration 10Q: 3 clusters Score -5671216 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -5671669.500000 Penalty: 5283.790039
	Iteration 11Q: 3 clusters Score -5671670 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5671891.000000 Penalty: 5283.790039
	Iteration 12Q: 3 clusters Score -5671891 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5672065.000000 Penalty: 5283.790039
	Iteration 13Q: 3 clusters Score -5672065 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5672159.500000 Penalty: 5283.790039
	Iteration 14Q: 3 clusters Score -5672160 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5672215.500000 Penalty: 5283.790039
	Iteration 15Q: 3 clusters Score -5672216 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -5672299.000000 Penalty: 5283.790039
	Iteration 16Q: 3 clusters Score -5672299 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5672366.500000 Penalty: 5283.790039
	Iteration 17Q: 3 clusters Score -5672366 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5672427.500000 Penalty: 5283.790039
	Iteration 18Q: 3 clusters Score -5672428 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5672463.000000 Penalty: 5283.790039
	Iteration 19Q: 3 clusters Score -5672463 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -5672501.000000 Penalty: 5283.790039
	Iteration 20F: 3 clusters Score -5672501 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5672540.000000 Penalty: 5283.790039
	Iteration 21Q: 3 clusters Score -5672540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -5672582.000000 Penalty: 5283.790039
	Iteration 22Q: 3 clusters Score -5672582 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5672648.000000 Penalty: 5283.790039
	Iteration 23Q: 3 clusters Score -5672648 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5672678.000000 Penalty: 5283.790039
	Iteration 24Q: 3 clusters Score -5672678 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5672717.000000 Penalty: 5283.790039
	Iteration 25Q: 3 clusters Score -5672717 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5672758.500000 Penalty: 5283.790039
	Iteration 26Q: 3 clusters Score -5672758 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -5672759.500000 Penalty: 5283.790039
	Iteration 27Q: 3 clusters Score -5672760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -5672789.500000 Penalty: 5283.790039
	Iteration 28Q: 3 clusters Score -5672790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5672831.000000 Penalty: 5283.790039
	Iteration 29Q: 3 clusters Score -5672831 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5672856.000000 Penalty: 5283.790039
	Iteration 30Q: 3 clusters Score -5672856 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5672873.500000 Penalty: 5283.790039
	Iteration 31Q: 3 clusters Score -5672874 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5672893.000000 Penalty: 5283.790039
	Iteration 32Q: 3 clusters Score -5672893 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -5672929.000000 Penalty: 5283.790039
	Iteration 33Q: 3 clusters Score -5672929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5672973.500000 Penalty: 5283.790039
	Iteration 34Q: 3 clusters Score -5672974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -5673017.000000 Penalty: 5283.790039
	Iteration 35Q: 3 clusters Score -5673017 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5673026.500000 Penalty: 5283.790039
	Iteration 36Q: 3 clusters Score -5673026 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5673045.000000 Penalty: 5283.790039
	Iteration 37Q: 3 clusters Score -5673045 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5673074.000000 Penalty: 5283.790039
	Iteration 38Q: 3 clusters Score -5673074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -5673096.500000 Penalty: 5283.790039
	Iteration 39Q: 3 clusters Score -5673096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5673075.000000 Penalty: 5283.790039
	Iteration 40F: 3 clusters Score -5673075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -5673074.000000 Penalty: 5283.790039
	Iteration 41Q: 3 clusters Score -5673074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5673091.000000 Penalty: 5283.790039
	Iteration 42Q: 3 clusters Score -5673091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -5673107.500000 Penalty: 5283.790039
	Iteration 43Q: 3 clusters Score -5673108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5673147.500000 Penalty: 5283.790039
	Iteration 44Q: 3 clusters Score -5673148 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5673156.500000 Penalty: 5283.790039
	Iteration 45Q: 3 clusters Score -5673156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5673181.000000 Penalty: 5283.790039
	Iteration 46Q: 3 clusters Score -5673181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -5673189.000000 Penalty: 5283.790039
	Iteration 47Q: 3 clusters Score -5673189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5673186.500000 Penalty: 5283.790039
	Iteration 48Q: 3 clusters Score -5673186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5673199.500000 Penalty: 5283.790039
	Iteration 49Q: 3 clusters Score -5673200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5673211.000000 Penalty: 5283.790039
	Iteration 50Q: 3 clusters Score -5673211 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5673210.000000 Penalty: 5283.790039
	Iteration 51Q: 3 clusters Score -5673210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5673232.000000 Penalty: 5283.790039
	Iteration 52Q: 3 clusters Score -5673232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5673263.000000 Penalty: 5283.790039
	Iteration 53Q: 3 clusters Score -5673263 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -5673278.500000 Penalty: 5283.790039
	Iteration 54Q: 3 clusters Score -5673278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5673284.000000 Penalty: 5283.790039
	Iteration 55Q: 3 clusters Score -5673284 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5673316.000000 Penalty: 5283.790039
	Iteration 56Q: 3 clusters Score -5673316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5673327.500000 Penalty: 5283.790039
	Iteration 57Q: 3 clusters Score -5673328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -5673353.000000 Penalty: 5283.790039
	Iteration 58Q: 3 clusters Score -5673353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -5673378.500000 Penalty: 5283.790039
	Iteration 59Q: 3 clusters Score -5673378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5673403.000000 Penalty: 5283.790039
	Iteration 60F: 3 clusters Score -5673403 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5673410.500000 Penalty: 5283.790039
	Iteration 61Q: 3 clusters Score -5673410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5673435.500000 Penalty: 5283.790039
	Iteration 62Q: 3 clusters Score -5673436 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5673464.500000 Penalty: 5283.790039
	Iteration 63Q: 3 clusters Score -5673464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5673498.000000 Penalty: 5283.790039
	Iteration 64Q: 3 clusters Score -5673498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5673527.500000 Penalty: 5283.790039
	Iteration 65Q: 3 clusters Score -5673528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5673530.000000 Penalty: 5283.790039
	Iteration 66Q: 3 clusters Score -5673530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5673574.000000 Penalty: 5283.790039
	Iteration 67Q: 3 clusters Score -5673574 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -5673629.000000 Penalty: 5283.790039
	Iteration 68Q: 3 clusters Score -5673629 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -5673636.000000 Penalty: 5283.790039
	Iteration 69Q: 3 clusters Score -5673636 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5673663.000000 Penalty: 5283.790039
	Iteration 70Q: 3 clusters Score -5673663 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -5673711.500000 Penalty: 5283.790039
	Iteration 71Q: 3 clusters Score -5673712 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -5673750.000000 Penalty: 5283.790039
	Iteration 72Q: 3 clusters Score -5673750 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5673797.000000 Penalty: 5283.790039
	Iteration 73Q: 3 clusters Score -5673797 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5673837.000000 Penalty: 5283.790039
	Iteration 74Q: 3 clusters Score -5673837 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -5673858.000000 Penalty: 5283.790039
	Iteration 75Q: 3 clusters Score -5673858 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5673912.000000 Penalty: 5283.790039
	Iteration 76Q: 3 clusters Score -5673912 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -5673958.500000 Penalty: 5283.790039
	Iteration 77Q: 3 clusters Score -5673958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -5674026.500000 Penalty: 5283.790039
	Iteration 78Q: 3 clusters Score -5674026 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -5674086.000000 Penalty: 5283.790039
	Iteration 79Q: 3 clusters Score -5674086 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -5674164.000000 Penalty: 5283.790039
	Iteration 80F: 3 clusters Score -5674164 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5674255.500000 Penalty: 5283.790039
	Iteration 81Q: 3 clusters Score -5674256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5674336.000000 Penalty: 5283.790039
	Iteration 82Q: 3 clusters Score -5674336 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5674441.000000 Penalty: 5283.790039
	Iteration 83Q: 3 clusters Score -5674441 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5674520.000000 Penalty: 5283.790039
	Iteration 84Q: 3 clusters Score -5674520 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -5674604.500000 Penalty: 5283.790039
	Iteration 85Q: 3 clusters Score -5674604 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5674676.000000 Penalty: 5283.790039
	Iteration 86Q: 3 clusters Score -5674676 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -5674777.000000 Penalty: 5283.790039
	Iteration 87Q: 3 clusters Score -5674777 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5674854.500000 Penalty: 5283.790039
	Iteration 88Q: 3 clusters Score -5674854 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5674940.000000 Penalty: 5283.790039
	Iteration 89Q: 3 clusters Score -5674940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -5675013.500000 Penalty: 5283.790039
	Iteration 90Q: 3 clusters Score -5675014 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5675101.000000 Penalty: 5283.790039
	Iteration 91Q: 3 clusters Score -5675101 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5675200.500000 Penalty: 5283.790039
	Iteration 92Q: 3 clusters Score -5675200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5675302.500000 Penalty: 5283.790039
	Iteration 93Q: 3 clusters Score -5675302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5675404.500000 Penalty: 5283.790039
	Iteration 94Q: 3 clusters Score -5675404 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5675525.000000 Penalty: 5283.790039
	Iteration 95Q: 3 clusters Score -5675525 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5675622.000000 Penalty: 5283.790039
	Iteration 96Q: 3 clusters Score -5675622 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5675704.000000 Penalty: 5283.790039
	Iteration 97Q: 3 clusters Score -5675704 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -5675811.000000 Penalty: 5283.790039
	Iteration 98Q: 3 clusters Score -5675811 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5675880.000000 Penalty: 5283.790039
	Iteration 99Q: 3 clusters Score -5675880 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -5675943.000000 Penalty: 5283.790039
	Iteration 100F: 3 clusters Score -5675943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5676019.500000 Penalty: 5283.790039
	Iteration 101Q: 3 clusters Score -5676020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5676071.000000 Penalty: 5283.790039
	Iteration 102Q: 3 clusters Score -5676071 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5676115.000000 Penalty: 5283.790039
	Iteration 103Q: 3 clusters Score -5676115 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -5676145.000000 Penalty: 5283.790039
	Iteration 104Q: 3 clusters Score -5676145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5676180.000000 Penalty: 5283.790039
	Iteration 105Q: 3 clusters Score -5676180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5676202.000000 Penalty: 5283.790039
	Iteration 106Q: 3 clusters Score -5676202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5676229.000000 Penalty: 5283.790039
	Iteration 107Q: 3 clusters Score -5676229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -5676245.000000 Penalty: 5283.790039
	Iteration 108Q: 3 clusters Score -5676245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5676277.000000 Penalty: 5283.790039
	Iteration 109Q: 3 clusters Score -5676277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -5676286.000000 Penalty: 5283.790039
	Iteration 110Q: 3 clusters Score -5676286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5676303.000000 Penalty: 5283.790039
	Iteration 111Q: 3 clusters Score -5676303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5676322.000000 Penalty: 5283.790039
	Iteration 112Q: 3 clusters Score -5676322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5676334.000000 Penalty: 5283.790039
	Iteration 113Q: 3 clusters Score -5676334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5676344.500000 Penalty: 5283.790039
	Iteration 114Q: 3 clusters Score -5676344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5676362.000000 Penalty: 5283.790039
	Iteration 115Q: 3 clusters Score -5676362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5676370.000000 Penalty: 5283.790039
	Iteration 116Q: 3 clusters Score -5676370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5676381.500000 Penalty: 5283.790039
	Iteration 117Q: 3 clusters Score -5676382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5676378.500000 Penalty: 5283.790039
	Iteration 118Q: 3 clusters Score -5676378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5676390.000000 Penalty: 5283.790039
	Iteration 119Q: 3 clusters Score -5676390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5676388.500000 Penalty: 5283.790039
	Iteration 120F: 3 clusters Score -5676388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -5676395.000000 Penalty: 5283.790039
	Iteration 121Q: 3 clusters Score -5676395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5676398.500000 Penalty: 5283.790039
	Iteration 122Q: 3 clusters Score -5676398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5676400.500000 Penalty: 5283.790039
	Iteration 123Q: 3 clusters Score -5676400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -5676402.500000 Penalty: 5283.790039
	Iteration 124Q: 3 clusters Score -5676402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5676408.000000 Penalty: 5283.790039
	Iteration 125Q: 3 clusters Score -5676408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5676409.000000 Penalty: 5283.790039
	Iteration 126Q: 3 clusters Score -5676409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5676410.500000 Penalty: 5283.790039
	Iteration 127Q: 3 clusters Score -5676410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5676410.500000 Penalty: 5283.790039
	Iteration 128Q: 3 clusters Score -5676410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -5676413.000000 Penalty: 5283.790039
	Iteration 129Q: 3 clusters Score -5676413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5676412.500000 Penalty: 5283.790039
	Iteration 130Q: 3 clusters Score -5676412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5676410.500000 Penalty: 5283.790039
	Iteration 131Q: 3 clusters Score -5676410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5676418.500000 Penalty: 5283.790039
	Iteration 132Q: 3 clusters Score -5676418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5676419.500000 Penalty: 5283.790039
	Iteration 133Q: 3 clusters Score -5676420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5676422.000000 Penalty: 5283.790039
	Iteration 134Q: 3 clusters Score -5676422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5676422.500000 Penalty: 5283.790039
	Iteration 135Q: 3 clusters Score -5676422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -5676425.500000 Penalty: 5283.790039
	Iteration 136Q: 3 clusters Score -5676426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5676422.000000 Penalty: 5283.790039
	Iteration 137Q: 3 clusters Score -5676422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5676422.500000 Penalty: 5283.790039
	Iteration 138Q: 3 clusters Score -5676422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5676428.000000 Penalty: 5283.790039
	Iteration 139Q: 3 clusters Score -5676428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5676427.000000 Penalty: 5283.790039
	Iteration 140F: 3 clusters Score -5676427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5676434.000000 Penalty: 5283.790039
	Iteration 141Q: 3 clusters Score -5676434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -5676433.500000 Penalty: 5283.790039
	Iteration 142Q: 3 clusters Score -5676434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5676436.000000 Penalty: 5283.790039
	Iteration 143Q: 3 clusters Score -5676436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5676438.500000 Penalty: 5283.790039
	Iteration 144Q: 3 clusters Score -5676438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5676435.500000 Penalty: 5283.790039
	Iteration 145Q: 3 clusters Score -5676436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -5676435.000000 Penalty: 5283.790039
	Iteration 146Q: 3 clusters Score -5676435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5676439.000000 Penalty: 5283.790039
	Iteration 147Q: 3 clusters Score -5676439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5676434.500000 Penalty: 5283.790039
	Iteration 148Q: 3 clusters Score -5676434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5676436.500000 Penalty: 5283.790039
	Iteration 149Q: 3 clusters Score -5676436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5676439.000000 Penalty: 5283.790039
	Iteration 150Q: 3 clusters Score -5676439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5676441.000000 Penalty: 5283.790039
	Iteration 151Q: 3 clusters Score -5676441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5676441.000000 Penalty: 5283.790039
	Iteration 152Q: 3 clusters Score -5676441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5676439.500000 Penalty: 5283.790039
	Iteration 153Q: 3 clusters Score -5676440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5676444.500000 Penalty: 5283.790039
	Iteration 154Q: 3 clusters Score -5676444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5676442.500000 Penalty: 5283.790039
	Iteration 155Q: 3 clusters Score -5676442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5676442.000000 Penalty: 5283.790039
	Iteration 156Q: 3 clusters Score -5676442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5676440.000000 Penalty: 5283.790039
	Iteration 157Q: 3 clusters Score -5676440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -5676444.500000 Penalty: 5283.790039
	Iteration 158Q: 3 clusters Score -5676444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5676450.000000 Penalty: 5283.790039
	Iteration 159Q: 3 clusters Score -5676450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5676453.500000 Penalty: 5283.790039
	Iteration 160F: 3 clusters Score -5676454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -5676449.000000 Penalty: 5283.790039
	Iteration 161Q: 3 clusters Score -5676449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5676466.000000 Penalty: 5283.790039
	Iteration 162Q: 3 clusters Score -5676466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5676471.500000 Penalty: 5283.790039
	Iteration 163Q: 3 clusters Score -5676472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5676485.000000 Penalty: 5283.790039
	Iteration 164Q: 3 clusters Score -5676485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5676488.500000 Penalty: 5283.790039
	Iteration 165Q: 3 clusters Score -5676488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5676493.000000 Penalty: 5283.790039
	Iteration 166Q: 3 clusters Score -5676493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5676504.500000 Penalty: 5283.790039
	Iteration 167Q: 3 clusters Score -5676504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5676510.000000 Penalty: 5283.790039
	Iteration 168Q: 3 clusters Score -5676510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5676517.500000 Penalty: 5283.790039
	Iteration 169Q: 3 clusters Score -5676518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5676524.500000 Penalty: 5283.790039
	Iteration 170Q: 3 clusters Score -5676524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5676530.000000 Penalty: 5283.790039
	Iteration 171Q: 3 clusters Score -5676530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5676542.000000 Penalty: 5283.790039
	Iteration 172Q: 3 clusters Score -5676542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5676551.000000 Penalty: 5283.790039
	Iteration 173Q: 3 clusters Score -5676551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5676545.000000 Penalty: 5283.790039
	Iteration 174Q: 3 clusters Score -5676545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5676544.000000 Penalty: 5283.790039
	Iteration 175Q: 3 clusters Score -5676544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5676542.500000 Penalty: 5283.790039
	Iteration 176Q: 3 clusters Score -5676542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5676554.500000 Penalty: 5283.790039
	Iteration 177Q: 3 clusters Score -5676554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5676558.500000 Penalty: 5283.790039
	Iteration 178Q: 3 clusters Score -5676558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5676561.500000 Penalty: 5283.790039
	Iteration 179Q: 3 clusters Score -5676562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5676558.500000 Penalty: 5283.790039
	Iteration 180F: 3 clusters Score -5676558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5676561.000000 Penalty: 5283.790039
	Iteration 181Q: 3 clusters Score -5676561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5676556.000000 Penalty: 5283.790039
	Iteration 182Q: 3 clusters Score -5676556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5676556.000000 Penalty: 5283.790039
	Iteration 183F: 3 clusters Score -5676556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202856 members 
Entering Unmasked Estep 
Score: -26929548.000000 Penalty: 3030.622559
	Iteration 0F: 2 clusters Score -2.692955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -26803244.000000 Penalty: 6061.245117
	Iteration 0F: 3 clusters Score -2.680324e+07 nChanged 97447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -26859196.000000 Penalty: 6061.245117
	Iteration 1F: 3 clusters Score -2.68592e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -26859776.000000 Penalty: 6061.245117
	Iteration 2Q: 3 clusters Score -2.685978e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -26860624.000000 Penalty: 6061.245117
	Iteration 3Q: 3 clusters Score -2.686062e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -26861820.000000 Penalty: 6061.245117
	Iteration 4Q: 3 clusters Score -2.686182e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -26863966.000000 Penalty: 6061.245117
	Iteration 5Q: 3 clusters Score -2.686397e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -26868290.000000 Penalty: 6061.245117
	Iteration 6Q: 3 clusters Score -2.686829e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -26877020.000000 Penalty: 6061.245117
	Iteration 7F: 3 clusters Score -2.687702e+07 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -26891404.000000 Penalty: 6061.245117
	Iteration 8F: 3 clusters Score -2.68914e+07 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -26908808.000000 Penalty: 6061.245117
	Iteration 9F: 3 clusters Score -2.690881e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194415 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -26920336.000000 Penalty: 6061.245117
	Iteration 10F: 3 clusters Score -2.692034e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -26925002.000000 Penalty: 6061.245117
	Iteration 11Q: 3 clusters Score -2.6925e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26926184.000000 Penalty: 6061.245117
	Iteration 12Q: 3 clusters Score -2.692618e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202578 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26926552.000000 Penalty: 6061.245117
	Iteration 13Q: 3 clusters Score -2.692655e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202638 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26926622.000000 Penalty: 6061.245117
	Iteration 14Q: 3 clusters Score -2.692662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202654 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26926670.000000 Penalty: 6061.245117
	Iteration 15Q: 3 clusters Score -2.692667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202659 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26926680.000000 Penalty: 6061.245117
	Iteration 16Q: 3 clusters Score -2.692668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202665 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26926704.000000 Penalty: 6061.245117
	Iteration 17Q: 3 clusters Score -2.69267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26926714.000000 Penalty: 6061.245117
	Iteration 18Q: 3 clusters Score -2.692671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26926734.000000 Penalty: 6061.245117
	Iteration 19Q: 3 clusters Score -2.692673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26926756.000000 Penalty: 6061.245117
	Iteration 20F: 3 clusters Score -2.692676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202676 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26926802.000000 Penalty: 6061.245117
	Iteration 21Q: 3 clusters Score -2.69268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202677 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26926798.000000 Penalty: 6061.245117
	Iteration 22Q: 3 clusters Score -2.69268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202677 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26926804.000000 Penalty: 6061.245117
	Iteration 23Q: 3 clusters Score -2.69268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202677 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26926804.000000 Penalty: 6061.245117
	Iteration 24F: 3 clusters Score -2.69268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -183439.234375 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -183439.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181247.734375 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -181247.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181581.328125 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -181581.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181665.062500 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -181665.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -181702.890625 Penalty: 3591.717773
	Iteration 3Q: 3 clusters Score -181702.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -181724.671875 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -181724.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181738.343750 Penalty: 3591.717773
	Iteration 5Q: 3 clusters Score -181738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181747.015625 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -181747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181752.156250 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -181752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -181756.031250 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -181756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181761.953125 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -181762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -181769.281250 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -181769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181771.656250 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -181771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181772.265625 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -181772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181772.265625 Penalty: 3591.717773
	Iteration 13F: 3 clusters Score -181772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30131 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161302 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33540 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 68619 members 
Mstep: Class 13 contains 48644 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27542 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120200 members 
Mstep: Class 21 contains 42311 members 
Mstep: Class 22 contains 202856 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280704.000000 Penalty: 72127.992188
Iteration 319Q: 22 clusters Score -1.352807e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30137 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161295 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33537 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 68615 members 
Mstep: Class 13 contains 48642 members 
Mstep: Class 14 contains 46138 members 
Mstep: Class 15 contains 27537 members 
Mstep: Class 16 contains 182217 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120198 members 
Mstep: Class 21 contains 42308 members 
Mstep: Class 22 contains 202897 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280608.000000 Penalty: 72127.992188
Iteration 320F: 22 clusters Score -1.352806e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30143 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161287 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33529 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 68595 members 
Mstep: Class 13 contains 48638 members 
Mstep: Class 14 contains 46128 members 
Mstep: Class 15 contains 27537 members 
Mstep: Class 16 contains 182222 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120195 members 
Mstep: Class 21 contains 42308 members 
Mstep: Class 22 contains 202941 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280608.000000 Penalty: 72127.992188
Iteration 321Q: 22 clusters Score -1.352806e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 30148 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161285 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33524 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 68572 members 
Mstep: Class 13 contains 48636 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 27538 members 
Mstep: Class 16 contains 182226 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120193 members 
Mstep: Class 21 contains 42306 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 322Q: 22 clusters Score -1.352806e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22186 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161287 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33515 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 68558 members 
Mstep: Class 13 contains 48633 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 27540 members 
Mstep: Class 16 contains 182225 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120193 members 
Mstep: Class 21 contains 42303 members 
Mstep: Class 22 contains 203003 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280608.000000 Penalty: 72127.992188
Iteration 323Q: 22 clusters Score -1.352806e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30160 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161284 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33507 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 68550 members 
Mstep: Class 13 contains 48635 members 
Mstep: Class 14 contains 46127 members 
Mstep: Class 15 contains 27538 members 
Mstep: Class 16 contains 182230 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120195 members 
Mstep: Class 21 contains 42299 members 
Mstep: Class 22 contains 203015 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280528.000000 Penalty: 72127.992188
Iteration 324Q: 22 clusters Score -1.352805e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30162 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161282 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33504 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 68543 members 
Mstep: Class 13 contains 48635 members 
Mstep: Class 14 contains 46134 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 182247 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120191 members 
Mstep: Class 21 contains 42293 members 
Mstep: Class 22 contains 203022 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 325Q: 22 clusters Score -1.352806e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30172 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161274 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33489 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39468 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68534 members 
Mstep: Class 13 contains 48631 members 
Mstep: Class 14 contains 46140 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 182258 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120189 members 
Mstep: Class 21 contains 42289 members 
Mstep: Class 22 contains 203042 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280672.000000 Penalty: 72127.992188
Iteration 326Q: 22 clusters Score -1.352807e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30183 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161277 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33477 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39464 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68525 members 
Mstep: Class 13 contains 48626 members 
Mstep: Class 14 contains 46140 members 
Mstep: Class 15 contains 27536 members 
Mstep: Class 16 contains 182271 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120188 members 
Mstep: Class 21 contains 42287 members 
Mstep: Class 22 contains 203045 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280832.000000 Penalty: 72127.992188
Iteration 327Q: 22 clusters Score -1.352808e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30194 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161274 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33467 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39464 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68523 members 
Mstep: Class 13 contains 48617 members 
Mstep: Class 14 contains 46142 members 
Mstep: Class 15 contains 27535 members 
Mstep: Class 16 contains 182287 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120188 members 
Mstep: Class 21 contains 42284 members 
Mstep: Class 22 contains 203044 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280768.000000 Penalty: 72127.992188
Iteration 328Q: 22 clusters Score -1.352808e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30204 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161263 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33460 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39468 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68516 members 
Mstep: Class 13 contains 48607 members 
Mstep: Class 14 contains 46147 members 
Mstep: Class 15 contains 27533 members 
Mstep: Class 16 contains 182307 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120192 members 
Mstep: Class 21 contains 42282 members 
Mstep: Class 22 contains 203043 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280752.000000 Penalty: 72127.992188
Iteration 329Q: 22 clusters Score -1.352808e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30214 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161259 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33449 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39470 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68513 members 
Mstep: Class 13 contains 48597 members 
Mstep: Class 14 contains 46155 members 
Mstep: Class 15 contains 27531 members 
Mstep: Class 16 contains 182316 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120189 members 
Mstep: Class 21 contains 42276 members 
Mstep: Class 22 contains 203055 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 330Q: 22 clusters Score -1.352806e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30225 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161259 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33436 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68511 members 
Mstep: Class 13 contains 48589 members 
Mstep: Class 14 contains 46161 members 
Mstep: Class 15 contains 27527 members 
Mstep: Class 16 contains 182321 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120187 members 
Mstep: Class 21 contains 42272 members 
Mstep: Class 22 contains 203064 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 331Q: 22 clusters Score -1.352805e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30232 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161248 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33428 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68509 members 
Mstep: Class 13 contains 48588 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 182340 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120185 members 
Mstep: Class 21 contains 42267 members 
Mstep: Class 22 contains 203065 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280592.000000 Penalty: 72127.992188
Iteration 332Q: 22 clusters Score -1.352806e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30246 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33410 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 68510 members 
Mstep: Class 13 contains 48581 members 
Mstep: Class 14 contains 46166 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 182360 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120178 members 
Mstep: Class 21 contains 42261 members 
Mstep: Class 22 contains 203064 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280560.000000 Penalty: 72127.992188
Iteration 333Q: 22 clusters Score -1.352806e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22170 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30260 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161253 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33398 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 68504 members 
Mstep: Class 13 contains 48580 members 
Mstep: Class 14 contains 46165 members 
Mstep: Class 15 contains 27523 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120175 members 
Mstep: Class 21 contains 42260 members 
Mstep: Class 22 contains 203070 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280544.000000 Penalty: 72127.992188
Iteration 334Q: 22 clusters Score -1.352805e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22167 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30267 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161246 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33387 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48577 members 
Mstep: Class 14 contains 46167 members 
Mstep: Class 15 contains 27518 members 
Mstep: Class 16 contains 182382 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120172 members 
Mstep: Class 21 contains 42259 members 
Mstep: Class 22 contains 203074 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280496.000000 Penalty: 72127.992188
Iteration 335Q: 22 clusters Score -1.352805e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161245 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33376 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 46167 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 182395 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120172 members 
Mstep: Class 21 contains 42257 members 
Mstep: Class 22 contains 203079 members 
Mstep: Class 23 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280560.000000 Penalty: 72127.992188
Iteration 336Q: 22 clusters Score -1.352806e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30278 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161246 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33372 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39479 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68508 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 46170 members 
Mstep: Class 15 contains 27516 members 
Mstep: Class 16 contains 182396 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120167 members 
Mstep: Class 21 contains 42255 members 
Mstep: Class 22 contains 203078 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280688.000000 Penalty: 72127.992188
Iteration 337Q: 22 clusters Score -1.352807e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161258 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33368 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 46175 members 
Mstep: Class 15 contains 27518 members 
Mstep: Class 16 contains 182387 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120169 members 
Mstep: Class 21 contains 42251 members 
Mstep: Class 22 contains 203077 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280528.000000 Penalty: 72127.992188
Iteration 338Q: 22 clusters Score -1.352805e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161259 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33358 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68507 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 46178 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 182388 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120168 members 
Mstep: Class 21 contains 42249 members 
Mstep: Class 22 contains 203077 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280496.000000 Penalty: 72127.992188
Iteration 339Q: 22 clusters Score -1.352805e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161260 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33349 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39469 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 68506 members 
Mstep: Class 13 contains 48572 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27515 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120161 members 
Mstep: Class 21 contains 42248 members 
Mstep: Class 22 contains 203084 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 340F: 22 clusters Score -1.352805e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22164 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30310 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161269 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33339 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48569 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 27512 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120151 members 
Mstep: Class 21 contains 42249 members 
Mstep: Class 22 contains 203090 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280528.000000 Penalty: 72127.992188
Iteration 341Q: 22 clusters Score -1.352805e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22166 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30316 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161277 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33326 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68501 members 
Mstep: Class 13 contains 48564 members 
Mstep: Class 14 contains 46175 members 
Mstep: Class 15 contains 27511 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120142 members 
Mstep: Class 21 contains 42243 members 
Mstep: Class 22 contains 203102 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280560.000000 Penalty: 72127.992188
Iteration 342Q: 22 clusters Score -1.352806e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30328 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161281 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33313 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39470 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68500 members 
Mstep: Class 13 contains 48565 members 
Mstep: Class 14 contains 46173 members 
Mstep: Class 15 contains 27506 members 
Mstep: Class 16 contains 182408 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120145 members 
Mstep: Class 21 contains 42233 members 
Mstep: Class 22 contains 203115 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280496.000000 Penalty: 72127.992188
Iteration 343Q: 22 clusters Score -1.352805e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22158 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30343 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161282 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33299 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39477 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68506 members 
Mstep: Class 13 contains 48565 members 
Mstep: Class 14 contains 46170 members 
Mstep: Class 15 contains 27504 members 
Mstep: Class 16 contains 182403 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120153 members 
Mstep: Class 21 contains 42230 members 
Mstep: Class 22 contains 203110 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 344Q: 22 clusters Score -1.352805e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22157 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30347 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161290 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33289 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68502 members 
Mstep: Class 13 contains 48563 members 
Mstep: Class 14 contains 46169 members 
Mstep: Class 15 contains 27501 members 
Mstep: Class 16 contains 182402 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120159 members 
Mstep: Class 21 contains 42221 members 
Mstep: Class 22 contains 203125 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 345Q: 22 clusters Score -1.352805e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30351 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161292 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 33271 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48562 members 
Mstep: Class 14 contains 46172 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 182411 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120160 members 
Mstep: Class 21 contains 42218 members 
Mstep: Class 22 contains 203143 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 72127.992188
Iteration 346Q: 22 clusters Score -1.352804e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30358 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161293 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33260 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39470 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68494 members 
Mstep: Class 13 contains 48561 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 27496 members 
Mstep: Class 16 contains 182422 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120155 members 
Mstep: Class 21 contains 42212 members 
Mstep: Class 22 contains 203154 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 347Q: 22 clusters Score -1.352805e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30362 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161295 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33248 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39465 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68492 members 
Mstep: Class 13 contains 48560 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27496 members 
Mstep: Class 16 contains 182411 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120154 members 
Mstep: Class 21 contains 42212 members 
Mstep: Class 22 contains 203175 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280512.000000 Penalty: 72127.992188
Iteration 348Q: 22 clusters Score -1.352805e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30371 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161304 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33234 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39463 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68495 members 
Mstep: Class 13 contains 48554 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 27496 members 
Mstep: Class 16 contains 182401 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120149 members 
Mstep: Class 21 contains 42207 members 
Mstep: Class 22 contains 203197 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280544.000000 Penalty: 72127.992188
Iteration 349Q: 22 clusters Score -1.352805e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30378 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161304 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33218 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39467 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48553 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 182397 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120143 members 
Mstep: Class 21 contains 42205 members 
Mstep: Class 22 contains 203216 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280576.000000 Penalty: 72127.992188
Iteration 350Q: 22 clusters Score -1.352806e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22146 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30390 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161303 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33200 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39465 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 68508 members 
Mstep: Class 13 contains 48550 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 182394 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120146 members 
Mstep: Class 21 contains 42198 members 
Mstep: Class 22 contains 203227 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280384.000000 Penalty: 72127.992188
Iteration 351Q: 22 clusters Score -1.352804e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22145 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30402 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161309 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33181 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39463 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48544 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 182404 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120153 members 
Mstep: Class 21 contains 42193 members 
Mstep: Class 22 contains 203233 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 72127.992188
Iteration 352Q: 22 clusters Score -1.352803e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22144 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30413 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161313 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33168 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39466 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68508 members 
Mstep: Class 13 contains 48541 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27488 members 
Mstep: Class 16 contains 182413 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120159 members 
Mstep: Class 21 contains 42193 members 
Mstep: Class 22 contains 203218 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280288.000000 Penalty: 72127.992188
Iteration 353Q: 22 clusters Score -1.352803e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30423 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161318 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33155 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39465 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68515 members 
Mstep: Class 13 contains 48536 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 182416 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120161 members 
Mstep: Class 21 contains 42192 members 
Mstep: Class 22 contains 203210 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280192.000000 Penalty: 72127.992188
Iteration 354Q: 22 clusters Score -1.352802e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30433 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161318 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33145 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39467 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 13 contains 48530 members 
Mstep: Class 14 contains 46173 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 182418 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120168 members 
Mstep: Class 21 contains 42187 members 
Mstep: Class 22 contains 203216 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 72127.992188
Iteration 355Q: 22 clusters Score -1.352803e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30437 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161326 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33134 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39468 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 13 contains 48529 members 
Mstep: Class 14 contains 46168 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 182426 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120166 members 
Mstep: Class 21 contains 42181 members 
Mstep: Class 22 contains 203222 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280272.000000 Penalty: 72127.992188
Iteration 356Q: 22 clusters Score -1.352803e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161321 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33121 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 13 contains 48525 members 
Mstep: Class 14 contains 46164 members 
Mstep: Class 15 contains 27488 members 
Mstep: Class 16 contains 182441 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120164 members 
Mstep: Class 21 contains 42179 members 
Mstep: Class 22 contains 203226 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 72127.992188
Iteration 357Q: 22 clusters Score -1.352802e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30455 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161329 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33105 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68513 members 
Mstep: Class 13 contains 48531 members 
Mstep: Class 14 contains 46165 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 182450 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 42169 members 
Mstep: Class 22 contains 203224 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280112.000000 Penalty: 72127.992188
Iteration 358Q: 22 clusters Score -1.352801e+08 nChanged 180
Entering ConstructFrom: 
Score: -135280112.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118862.757812 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118862.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119342.226562 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119342.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119796.257812 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119796.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119942.328125 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119942.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119995.835938 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -119995.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120028.109375 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120053.132812 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120053.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120070.718750 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120086.195312 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120095.117188 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120105.101562 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120112.664062 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120117.367188 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120120.000000 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120121.851562 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120123.960938 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120127.648438 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -120127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120127.648438 Penalty: 3425.750488
	Iteration 17F: 3 clusters Score -120127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Entering Unmasked Estep 
Score: -2830601.250000 Penalty: 2481.229980
	Iteration 0F: 2 clusters Score -2830601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2815188.000000 Penalty: 4962.459961
	Iteration 0F: 3 clusters Score -2815188 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2820381.250000 Penalty: 4962.459961
	Iteration 1F: 3 clusters Score -2820381 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2820840.500000 Penalty: 4962.459961
	Iteration 2F: 3 clusters Score -2820840 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2821272.500000 Penalty: 4962.459961
	Iteration 3Q: 3 clusters Score -2821272 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2821741.750000 Penalty: 4962.459961
	Iteration 4Q: 3 clusters Score -2821742 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2822250.500000 Penalty: 4962.459961
	Iteration 5Q: 3 clusters Score -2822250 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2822748.250000 Penalty: 4962.459961
	Iteration 6Q: 3 clusters Score -2822748 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2823230.250000 Penalty: 4962.459961
	Iteration 7Q: 3 clusters Score -2823230 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2823676.250000 Penalty: 4962.459961
	Iteration 8Q: 3 clusters Score -2823676 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2824123.000000 Penalty: 4962.459961
	Iteration 9Q: 3 clusters Score -2824123 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2824553.250000 Penalty: 4962.459961
	Iteration 10Q: 3 clusters Score -2824553 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2824924.000000 Penalty: 4962.459961
	Iteration 11Q: 3 clusters Score -2824924 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2825254.500000 Penalty: 4962.459961
	Iteration 12Q: 3 clusters Score -2825254 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2825542.750000 Penalty: 4962.459961
	Iteration 13Q: 3 clusters Score -2825543 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2825793.250000 Penalty: 4962.459961
	Iteration 14Q: 3 clusters Score -2825793 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2826018.000000 Penalty: 4962.459961
	Iteration 15Q: 3 clusters Score -2826018 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2826233.500000 Penalty: 4962.459961
	Iteration 16Q: 3 clusters Score -2826234 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2826505.750000 Penalty: 4962.459961
	Iteration 17Q: 3 clusters Score -2826506 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2826756.250000 Penalty: 4962.459961
	Iteration 18Q: 3 clusters Score -2826756 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2827018.500000 Penalty: 4962.459961
	Iteration 19Q: 3 clusters Score -2827018 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2827239.500000 Penalty: 4962.459961
	Iteration 20F: 3 clusters Score -2827240 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2827433.000000 Penalty: 4962.459961
	Iteration 21Q: 3 clusters Score -2827433 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2827624.000000 Penalty: 4962.459961
	Iteration 22Q: 3 clusters Score -2827624 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2827803.250000 Penalty: 4962.459961
	Iteration 23Q: 3 clusters Score -2827803 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2827955.750000 Penalty: 4962.459961
	Iteration 24Q: 3 clusters Score -2827956 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2828106.000000 Penalty: 4962.459961
	Iteration 25Q: 3 clusters Score -2828106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2828234.000000 Penalty: 4962.459961
	Iteration 26Q: 3 clusters Score -2828234 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2828304.750000 Penalty: 4962.459961
	Iteration 27Q: 3 clusters Score -2828305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2828367.000000 Penalty: 4962.459961
	Iteration 28Q: 3 clusters Score -2828367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2828404.250000 Penalty: 4962.459961
	Iteration 29Q: 3 clusters Score -2828404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2828427.500000 Penalty: 4962.459961
	Iteration 30Q: 3 clusters Score -2828428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2828437.000000 Penalty: 4962.459961
	Iteration 31Q: 3 clusters Score -2828437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2828456.500000 Penalty: 4962.459961
	Iteration 32Q: 3 clusters Score -2828456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2828471.250000 Penalty: 4962.459961
	Iteration 33Q: 3 clusters Score -2828471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2828479.000000 Penalty: 4962.459961
	Iteration 34Q: 3 clusters Score -2828479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2828489.000000 Penalty: 4962.459961
	Iteration 35Q: 3 clusters Score -2828489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2828496.750000 Penalty: 4962.459961
	Iteration 36Q: 3 clusters Score -2828497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2828504.500000 Penalty: 4962.459961
	Iteration 37Q: 3 clusters Score -2828504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2828507.750000 Penalty: 4962.459961
	Iteration 38Q: 3 clusters Score -2828508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2828509.750000 Penalty: 4962.459961
	Iteration 39Q: 3 clusters Score -2828510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2828507.250000 Penalty: 4962.459961
	Iteration 40F: 3 clusters Score -2828507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2828514.750000 Penalty: 4962.459961
	Iteration 41Q: 3 clusters Score -2828515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2828519.750000 Penalty: 4962.459961
	Iteration 42Q: 3 clusters Score -2828520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2828527.500000 Penalty: 4962.459961
	Iteration 43Q: 3 clusters Score -2828528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2828543.500000 Penalty: 4962.459961
	Iteration 44Q: 3 clusters Score -2828544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2828550.250000 Penalty: 4962.459961
	Iteration 45Q: 3 clusters Score -2828550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2828564.500000 Penalty: 4962.459961
	Iteration 46Q: 3 clusters Score -2828564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2828572.500000 Penalty: 4962.459961
	Iteration 47Q: 3 clusters Score -2828572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2828582.000000 Penalty: 4962.459961
	Iteration 48Q: 3 clusters Score -2828582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2828588.500000 Penalty: 4962.459961
	Iteration 49Q: 3 clusters Score -2828588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2828596.250000 Penalty: 4962.459961
	Iteration 50Q: 3 clusters Score -2828596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2828600.000000 Penalty: 4962.459961
	Iteration 51Q: 3 clusters Score -2828600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2828606.500000 Penalty: 4962.459961
	Iteration 52Q: 3 clusters Score -2828606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2828608.000000 Penalty: 4962.459961
	Iteration 53Q: 3 clusters Score -2828608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2828607.750000 Penalty: 4962.459961
	Iteration 54Q: 3 clusters Score -2828608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2828608.750000 Penalty: 4962.459961
	Iteration 55Q: 3 clusters Score -2828609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2828608.750000 Penalty: 4962.459961
	Iteration 56F: 3 clusters Score -2828609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -79209.046875 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -79209.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77574.375000 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -77574.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77760.765625 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -77760.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77830.890625 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -77830.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77861.117188 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -77861.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77873.156250 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -77873.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77877.710938 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -77877.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77880.953125 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -77880.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77882.421875 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -77882.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77882.421875 Penalty: 3204.112793
	Iteration 8F: 3 clusters Score -77882.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Entering Unmasked Estep 
Score: -3906879.750000 Penalty: 2560.410156
	Iteration 0F: 2 clusters Score -3906880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3886106.000000 Penalty: 5120.820312
	Iteration 0F: 3 clusters Score -3886106 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3893651.250000 Penalty: 5120.820312
	Iteration 1F: 3 clusters Score -3893651 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3894370.000000 Penalty: 5120.820312
	Iteration 2F: 3 clusters Score -3894370 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3895227.250000 Penalty: 5120.820312
	Iteration 3F: 3 clusters Score -3895227 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3896095.750000 Penalty: 5120.820312
	Iteration 4Q: 3 clusters Score -3896096 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3896972.750000 Penalty: 5120.820312
	Iteration 5Q: 3 clusters Score -3896973 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3897830.500000 Penalty: 5120.820312
	Iteration 6Q: 3 clusters Score -3897830 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3898692.250000 Penalty: 5120.820312
	Iteration 7Q: 3 clusters Score -3898692 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3899566.250000 Penalty: 5120.820312
	Iteration 8Q: 3 clusters Score -3899566 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3900475.500000 Penalty: 5120.820312
	Iteration 9Q: 3 clusters Score -3900476 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3901391.750000 Penalty: 5120.820312
	Iteration 10Q: 3 clusters Score -3901392 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3902223.750000 Penalty: 5120.820312
	Iteration 11Q: 3 clusters Score -3902224 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3902992.750000 Penalty: 5120.820312
	Iteration 12Q: 3 clusters Score -3902993 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3903511.250000 Penalty: 5120.820312
	Iteration 13Q: 3 clusters Score -3903511 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3903901.250000 Penalty: 5120.820312
	Iteration 14Q: 3 clusters Score -3903901 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3904135.750000 Penalty: 5120.820312
	Iteration 15Q: 3 clusters Score -3904136 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3904326.000000 Penalty: 5120.820312
	Iteration 16Q: 3 clusters Score -3904326 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3904443.500000 Penalty: 5120.820312
	Iteration 17Q: 3 clusters Score -3904444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3904523.000000 Penalty: 5120.820312
	Iteration 18Q: 3 clusters Score -3904523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3904573.000000 Penalty: 5120.820312
	Iteration 19Q: 3 clusters Score -3904573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3904606.250000 Penalty: 5120.820312
	Iteration 20F: 3 clusters Score -3904606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3904636.000000 Penalty: 5120.820312
	Iteration 21Q: 3 clusters Score -3904636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3904657.000000 Penalty: 5120.820312
	Iteration 22Q: 3 clusters Score -3904657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3904670.750000 Penalty: 5120.820312
	Iteration 23Q: 3 clusters Score -3904671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3904688.500000 Penalty: 5120.820312
	Iteration 24Q: 3 clusters Score -3904688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3904702.250000 Penalty: 5120.820312
	Iteration 25Q: 3 clusters Score -3904702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3904711.250000 Penalty: 5120.820312
	Iteration 26Q: 3 clusters Score -3904711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3904722.250000 Penalty: 5120.820312
	Iteration 27Q: 3 clusters Score -3904722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3904733.750000 Penalty: 5120.820312
	Iteration 28Q: 3 clusters Score -3904734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3904746.750000 Penalty: 5120.820312
	Iteration 29Q: 3 clusters Score -3904747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3904751.750000 Penalty: 5120.820312
	Iteration 30Q: 3 clusters Score -3904752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3904755.250000 Penalty: 5120.820312
	Iteration 31Q: 3 clusters Score -3904755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3904759.500000 Penalty: 5120.820312
	Iteration 32Q: 3 clusters Score -3904760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3904758.500000 Penalty: 5120.820312
	Iteration 33Q: 3 clusters Score -3904758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3904762.000000 Penalty: 5120.820312
	Iteration 34Q: 3 clusters Score -3904762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3904762.250000 Penalty: 5120.820312
	Iteration 35Q: 3 clusters Score -3904762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3904759.000000 Penalty: 5120.820312
	Iteration 36Q: 3 clusters Score -3904759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3904767.250000 Penalty: 5120.820312
	Iteration 37Q: 3 clusters Score -3904767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3904773.000000 Penalty: 5120.820312
	Iteration 38Q: 3 clusters Score -3904773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3904775.500000 Penalty: 5120.820312
	Iteration 39Q: 3 clusters Score -3904776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3904773.000000 Penalty: 5120.820312
	Iteration 40F: 3 clusters Score -3904773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3904774.500000 Penalty: 5120.820312
	Iteration 41Q: 3 clusters Score -3904774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3904775.250000 Penalty: 5120.820312
	Iteration 42Q: 3 clusters Score -3904775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3904778.000000 Penalty: 5120.820312
	Iteration 43Q: 3 clusters Score -3904778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3904783.250000 Penalty: 5120.820312
	Iteration 44Q: 3 clusters Score -3904783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3904787.000000 Penalty: 5120.820312
	Iteration 45Q: 3 clusters Score -3904787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3904783.500000 Penalty: 5120.820312
	Iteration 46Q: 3 clusters Score -3904784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3904788.000000 Penalty: 5120.820312
	Iteration 47Q: 3 clusters Score -3904788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3904788.000000 Penalty: 5120.820312
	Iteration 48F: 3 clusters Score -3904788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112643.460938 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112643.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112959.250000 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112959.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113214.437500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113214.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113688.554688 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113688.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113958.335938 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -113958.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114233.609375 Penalty: 3412.160645
	Iteration 5F: 3 clusters Score -114233.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114562.921875 Penalty: 3412.160645
	Iteration 6F: 3 clusters Score -114562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114746.328125 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114746.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -114895.140625 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114895.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114975.500000 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114998.125000 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114999.585938 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115000.765625 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -115000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115000.765625 Penalty: 3412.160645
	Iteration 13F: 3 clusters Score -115000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 161333 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68512 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 182455 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 42166 members 
Mstep: Class 22 contains 203229 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
Score: -135278960.000000 Penalty: 75562.656250
Splitting cluster 5 changes total score from -135280112.000000 to -135278960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Entering Unmasked Estep 
Score: -21521154.000000 Penalty: 2973.824219
	Iteration 0F: 2 clusters Score -2.152115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -21419050.000000 Penalty: 5947.648438
	Iteration 0F: 3 clusters Score -2.141905e+07 nChanged 77229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -21464872.000000 Penalty: 5947.648438
	Iteration 1F: 3 clusters Score -2.146487e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -21466268.000000 Penalty: 5947.648438
	Iteration 2Q: 3 clusters Score -2.146627e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -21468582.000000 Penalty: 5947.648438
	Iteration 3Q: 3 clusters Score -2.146858e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -21471900.000000 Penalty: 5947.648438
	Iteration 4Q: 3 clusters Score -2.14719e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -21476858.000000 Penalty: 5947.648438
	Iteration 5F: 3 clusters Score -2.147686e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -21483864.000000 Penalty: 5947.648438
	Iteration 6F: 3 clusters Score -2.148386e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -21493282.000000 Penalty: 5947.648438
	Iteration 7F: 3 clusters Score -2.149328e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 122860 members 
Entering Unmasked Estep 
Score: -21502294.000000 Penalty: 5947.648438
	Iteration 8F: 3 clusters Score -2.150229e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 128603 members 
Entering Unmasked Estep 
Score: -21508400.000000 Penalty: 5947.648438
	Iteration 9Q: 3 clusters Score -2.15084e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -21511710.000000 Penalty: 5947.648438
	Iteration 10Q: 3 clusters Score -2.151171e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -21513450.000000 Penalty: 5947.648438
	Iteration 11Q: 3 clusters Score -2.151345e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 138977 members 
Entering Unmasked Estep 
Score: -21514496.000000 Penalty: 5947.648438
	Iteration 12Q: 3 clusters Score -2.15145e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 141713 members 
Entering Unmasked Estep 
Score: -21515454.000000 Penalty: 5947.648438
	Iteration 13Q: 3 clusters Score -2.151545e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 144184 members 
Entering Unmasked Estep 
Score: -21516254.000000 Penalty: 5947.648438
	Iteration 14Q: 3 clusters Score -2.151625e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -21517036.000000 Penalty: 5947.648438
	Iteration 15Q: 3 clusters Score -2.151704e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 148384 members 
Entering Unmasked Estep 
Score: -21517590.000000 Penalty: 5947.648438
	Iteration 16Q: 3 clusters Score -2.151759e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 150071 members 
Entering Unmasked Estep 
Score: -21518032.000000 Penalty: 5947.648438
	Iteration 17Q: 3 clusters Score -2.151803e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -21518278.000000 Penalty: 5947.648438
	Iteration 18Q: 3 clusters Score -2.151828e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -21518620.000000 Penalty: 5947.648438
	Iteration 19Q: 3 clusters Score -2.151862e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 153845 members 
Entering Unmasked Estep 
Score: -21518768.000000 Penalty: 5947.648438
	Iteration 20F: 3 clusters Score -2.151877e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -21518942.000000 Penalty: 5947.648438
	Iteration 21Q: 3 clusters Score -2.151894e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -21519086.000000 Penalty: 5947.648438
	Iteration 22Q: 3 clusters Score -2.151909e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -21519176.000000 Penalty: 5947.648438
	Iteration 23Q: 3 clusters Score -2.151918e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -21519198.000000 Penalty: 5947.648438
	Iteration 24Q: 3 clusters Score -2.15192e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -21519234.000000 Penalty: 5947.648438
	Iteration 25Q: 3 clusters Score -2.151923e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -21519304.000000 Penalty: 5947.648438
	Iteration 26Q: 3 clusters Score -2.15193e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -21519314.000000 Penalty: 5947.648438
	Iteration 27Q: 3 clusters Score -2.151931e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 158044 members 
Entering Unmasked Estep 
Score: -21519316.000000 Penalty: 5947.648438
	Iteration 28Q: 3 clusters Score -2.151932e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -21519320.000000 Penalty: 5947.648438
	Iteration 29Q: 3 clusters Score -2.151932e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 158383 members 
Entering Unmasked Estep 
Score: -21519338.000000 Penalty: 5947.648438
	Iteration 30Q: 3 clusters Score -2.151934e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -21519372.000000 Penalty: 5947.648438
	Iteration 31Q: 3 clusters Score -2.151937e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -21519358.000000 Penalty: 5947.648438
	Iteration 32Q: 3 clusters Score -2.151936e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 158718 members 
Entering Unmasked Estep 
Score: -21519326.000000 Penalty: 5947.648438
	Iteration 33Q: 3 clusters Score -2.151933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -21519342.000000 Penalty: 5947.648438
	Iteration 34Q: 3 clusters Score -2.151934e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 158861 members 
Entering Unmasked Estep 
Score: -21519312.000000 Penalty: 5947.648438
	Iteration 35Q: 3 clusters Score -2.151931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 158916 members 
Entering Unmasked Estep 
Score: -21519312.000000 Penalty: 5947.648438
	Iteration 36Q: 3 clusters Score -2.151931e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -21519328.000000 Penalty: 5947.648438
	Iteration 37Q: 3 clusters Score -2.151933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -21519356.000000 Penalty: 5947.648438
	Iteration 38Q: 3 clusters Score -2.151936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -21519370.000000 Penalty: 5947.648438
	Iteration 39Q: 3 clusters Score -2.151937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 159075 members 
Entering Unmasked Estep 
Score: -21519368.000000 Penalty: 5947.648438
	Iteration 40F: 3 clusters Score -2.151937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -21519352.000000 Penalty: 5947.648438
	Iteration 41Q: 3 clusters Score -2.151935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -21519366.000000 Penalty: 5947.648438
	Iteration 42Q: 3 clusters Score -2.151937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -21519370.000000 Penalty: 5947.648438
	Iteration 43Q: 3 clusters Score -2.151937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -21519366.000000 Penalty: 5947.648438
	Iteration 44Q: 3 clusters Score -2.151937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -21519326.000000 Penalty: 5947.648438
	Iteration 45Q: 3 clusters Score -2.151933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21519330.000000 Penalty: 5947.648438
	Iteration 46Q: 3 clusters Score -2.151933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -21519342.000000 Penalty: 5947.648438
	Iteration 47Q: 3 clusters Score -2.151934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -21519366.000000 Penalty: 5947.648438
	Iteration 48Q: 3 clusters Score -2.151937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -21519366.000000 Penalty: 5947.648438
	Iteration 49Q: 3 clusters Score -2.151937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 159373 members 
Entering Unmasked Estep 
Score: -21519370.000000 Penalty: 5947.648438
	Iteration 50Q: 3 clusters Score -2.151937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -21519356.000000 Penalty: 5947.648438
	Iteration 51Q: 3 clusters Score -2.151936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 159417 members 
Entering Unmasked Estep 
Score: -21519374.000000 Penalty: 5947.648438
	Iteration 52Q: 3 clusters Score -2.151937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -21519386.000000 Penalty: 5947.648438
	Iteration 53Q: 3 clusters Score -2.151939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -21519352.000000 Penalty: 5947.648438
	Iteration 54Q: 3 clusters Score -2.151935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -21519354.000000 Penalty: 5947.648438
	Iteration 55Q: 3 clusters Score -2.151935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -21519348.000000 Penalty: 5947.648438
	Iteration 56Q: 3 clusters Score -2.151935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -21519348.000000 Penalty: 5947.648438
	Iteration 57Q: 3 clusters Score -2.151935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -21519354.000000 Penalty: 5947.648438
	Iteration 58Q: 3 clusters Score -2.151935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -21519338.000000 Penalty: 5947.648438
	Iteration 59Q: 3 clusters Score -2.151934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21519344.000000 Penalty: 5947.648438
	Iteration 60F: 3 clusters Score -2.151934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -21519346.000000 Penalty: 5947.648438
	Iteration 61Q: 3 clusters Score -2.151935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -21519344.000000 Penalty: 5947.648438
	Iteration 62Q: 3 clusters Score -2.151934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21519346.000000 Penalty: 5947.648438
	Iteration 63Q: 3 clusters Score -2.151935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21519346.000000 Penalty: 5947.648438
	Iteration 64F: 3 clusters Score -2.151935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -189340.500000 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -189340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187031.390625 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -187031.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187398.656250 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -187398.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187499.781250 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -187499.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -187554.562500 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -187554.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187589.765625 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -187589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -187613.203125 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -187613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187628.203125 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -187628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187635.671875 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -187635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -187641.953125 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -187642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -187646.015625 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -187646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -187649.750000 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -187649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187655.968750 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -187656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -187661.359375 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -187661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -187668.234375 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -187668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -187673.203125 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -187673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -187676.843750 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -187676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187677.390625 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -187677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -187678.000000 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -187678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187678.734375 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -187678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187678.734375 Penalty: 3610.199951
	Iteration 19F: 3 clusters Score -187678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Entering Unmasked Estep 
Score: -4358296.500000 Penalty: 2580.947754
	Iteration 0F: 2 clusters Score -4358296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4335741.500000 Penalty: 5161.895508
	Iteration 0F: 3 clusters Score -4335742 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4343913.500000 Penalty: 5161.895508
	Iteration 1F: 3 clusters Score -4343914 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4344345.000000 Penalty: 5161.895508
	Iteration 2Q: 3 clusters Score -4344345 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -4344759.000000 Penalty: 5161.895508
	Iteration 3Q: 3 clusters Score -4344759 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4345200.000000 Penalty: 5161.895508
	Iteration 4Q: 3 clusters Score -4345200 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4345816.500000 Penalty: 5161.895508
	Iteration 5Q: 3 clusters Score -4345816 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -4346749.500000 Penalty: 5161.895508
	Iteration 6F: 3 clusters Score -4346750 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4348184.500000 Penalty: 5161.895508
	Iteration 7F: 3 clusters Score -4348184 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4350299.000000 Penalty: 5161.895508
	Iteration 8F: 3 clusters Score -4350299 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4352738.500000 Penalty: 5161.895508
	Iteration 9F: 3 clusters Score -4352738 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4354499.500000 Penalty: 5161.895508
	Iteration 10F: 3 clusters Score -4354500 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4355389.500000 Penalty: 5161.895508
	Iteration 11Q: 3 clusters Score -4355390 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4355741.500000 Penalty: 5161.895508
	Iteration 12Q: 3 clusters Score -4355742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4355879.000000 Penalty: 5161.895508
	Iteration 13Q: 3 clusters Score -4355879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4355924.000000 Penalty: 5161.895508
	Iteration 14Q: 3 clusters Score -4355924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4355943.500000 Penalty: 5161.895508
	Iteration 15Q: 3 clusters Score -4355944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4355955.500000 Penalty: 5161.895508
	Iteration 16Q: 3 clusters Score -4355956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4355964.000000 Penalty: 5161.895508
	Iteration 17Q: 3 clusters Score -4355964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4355970.500000 Penalty: 5161.895508
	Iteration 18Q: 3 clusters Score -4355970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4355974.000000 Penalty: 5161.895508
	Iteration 19Q: 3 clusters Score -4355974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4355980.000000 Penalty: 5161.895508
	Iteration 20F: 3 clusters Score -4355980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4355989.500000 Penalty: 5161.895508
	Iteration 21Q: 3 clusters Score -4355990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4355991.500000 Penalty: 5161.895508
	Iteration 22Q: 3 clusters Score -4355992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4355998.000000 Penalty: 5161.895508
	Iteration 23Q: 3 clusters Score -4355998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4356002.500000 Penalty: 5161.895508
	Iteration 24Q: 3 clusters Score -4356002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4356015.000000 Penalty: 5161.895508
	Iteration 25Q: 3 clusters Score -4356015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4356016.000000 Penalty: 5161.895508
	Iteration 26Q: 3 clusters Score -4356016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4356013.500000 Penalty: 5161.895508
	Iteration 27Q: 3 clusters Score -4356014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4356017.500000 Penalty: 5161.895508
	Iteration 28Q: 3 clusters Score -4356018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4356022.500000 Penalty: 5161.895508
	Iteration 29Q: 3 clusters Score -4356022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4356022.500000 Penalty: 5161.895508
	Iteration 30F: 3 clusters Score -4356022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125283.585938 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125283.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125591.687500 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125591.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125744.437500 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -125744.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125868.156250 Penalty: 3457.482178
	Iteration 3Q: 3 clusters Score -125868.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126024.093750 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -126024.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126312.640625 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -126312.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126803.312500 Penalty: 3457.482178
	Iteration 6F: 3 clusters Score -126803.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127210.015625 Penalty: 3457.482178
	Iteration 7F: 3 clusters Score -127210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -127626.953125 Penalty: 3457.482178
	Iteration 8F: 3 clusters Score -127627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127751.906250 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -127751.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -127842.343750 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -127842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -127885.789062 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -127885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -127909.070312 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -127909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -127923.648438 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -127923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -127924.960938 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -127925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -127924.960938 Penalty: 3457.482178
	Iteration 15F: 3 clusters Score -127925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161333 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68512 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 182455 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 42166 members 
Mstep: Class 22 contains 203229 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
Score: -135279088.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135280112.000000 to -135279088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Entering Unmasked Estep 
Score: -5319950.500000 Penalty: 2624.707764
	Iteration 0F: 2 clusters Score -5319950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5293166.000000 Penalty: 5249.415527
	Iteration 0F: 3 clusters Score -5293166 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5302958.000000 Penalty: 5249.415527
	Iteration 1F: 3 clusters Score -5302958 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5303474.000000 Penalty: 5249.415527
	Iteration 2Q: 3 clusters Score -5303474 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5303997.000000 Penalty: 5249.415527
	Iteration 3Q: 3 clusters Score -5303997 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5304605.500000 Penalty: 5249.415527
	Iteration 4Q: 3 clusters Score -5304606 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5305551.500000 Penalty: 5249.415527
	Iteration 5Q: 3 clusters Score -5305552 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -5306961.000000 Penalty: 5249.415527
	Iteration 6F: 3 clusters Score -5306961 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5309073.500000 Penalty: 5249.415527
	Iteration 7F: 3 clusters Score -5309074 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -5311763.000000 Penalty: 5249.415527
	Iteration 8F: 3 clusters Score -5311763 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5314400.000000 Penalty: 5249.415527
	Iteration 9F: 3 clusters Score -5314400 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5316245.500000 Penalty: 5249.415527
	Iteration 10Q: 3 clusters Score -5316246 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5317087.000000 Penalty: 5249.415527
	Iteration 11Q: 3 clusters Score -5317087 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -5317480.000000 Penalty: 5249.415527
	Iteration 12Q: 3 clusters Score -5317480 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5317644.000000 Penalty: 5249.415527
	Iteration 13Q: 3 clusters Score -5317644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5317711.500000 Penalty: 5249.415527
	Iteration 14Q: 3 clusters Score -5317712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5317798.000000 Penalty: 5249.415527
	Iteration 15Q: 3 clusters Score -5317798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -5317854.000000 Penalty: 5249.415527
	Iteration 16Q: 3 clusters Score -5317854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5317877.500000 Penalty: 5249.415527
	Iteration 17Q: 3 clusters Score -5317878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -5317896.000000 Penalty: 5249.415527
	Iteration 18Q: 3 clusters Score -5317896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5317898.000000 Penalty: 5249.415527
	Iteration 19Q: 3 clusters Score -5317898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5317900.000000 Penalty: 5249.415527
	Iteration 20F: 3 clusters Score -5317900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -5317902.000000 Penalty: 5249.415527
	Iteration 21Q: 3 clusters Score -5317902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5317905.500000 Penalty: 5249.415527
	Iteration 22Q: 3 clusters Score -5317906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -5317906.000000 Penalty: 5249.415527
	Iteration 23Q: 3 clusters Score -5317906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5317900.000000 Penalty: 5249.415527
	Iteration 24Q: 3 clusters Score -5317900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5317900.000000 Penalty: 5249.415527
	Iteration 25F: 3 clusters Score -5317900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -326222.812500 Penalty: 1955.654907
	Iteration 0F: 2 clusters Score -326222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -323177.593750 Penalty: 3911.309814
	Iteration 0F: 3 clusters Score -323177.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -323817.125000 Penalty: 3911.309814
	Iteration 1F: 3 clusters Score -323817.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -324013.843750 Penalty: 3911.309814
	Iteration 2F: 3 clusters Score -324013.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324162.406250 Penalty: 3911.309814
	Iteration 3F: 3 clusters Score -324162.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -324300.968750 Penalty: 3911.309814
	Iteration 4Q: 3 clusters Score -324301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -324454.375000 Penalty: 3911.309814
	Iteration 5Q: 3 clusters Score -324454.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -324600.125000 Penalty: 3911.309814
	Iteration 6Q: 3 clusters Score -324600.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -324704.750000 Penalty: 3911.309814
	Iteration 7Q: 3 clusters Score -324704.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -324776.156250 Penalty: 3911.309814
	Iteration 8Q: 3 clusters Score -324776.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -324836.375000 Penalty: 3911.309814
	Iteration 9Q: 3 clusters Score -324836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -324888.156250 Penalty: 3911.309814
	Iteration 10Q: 3 clusters Score -324888.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -324933.687500 Penalty: 3911.309814
	Iteration 11Q: 3 clusters Score -324933.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324968.500000 Penalty: 3911.309814
	Iteration 12Q: 3 clusters Score -324968.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324987.250000 Penalty: 3911.309814
	Iteration 13Q: 3 clusters Score -324987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -325005.375000 Penalty: 3911.309814
	Iteration 14Q: 3 clusters Score -325005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -325017.343750 Penalty: 3911.309814
	Iteration 15Q: 3 clusters Score -325017.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -325029.000000 Penalty: 3911.309814
	Iteration 16Q: 3 clusters Score -325029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -325038.218750 Penalty: 3911.309814
	Iteration 17Q: 3 clusters Score -325038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -325051.875000 Penalty: 3911.309814
	Iteration 18Q: 3 clusters Score -325051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -325060.000000 Penalty: 3911.309814
	Iteration 19Q: 3 clusters Score -325060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -325065.062500 Penalty: 3911.309814
	Iteration 20F: 3 clusters Score -325065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -325067.875000 Penalty: 3911.309814
	Iteration 21Q: 3 clusters Score -325067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -325070.250000 Penalty: 3911.309814
	Iteration 22Q: 3 clusters Score -325070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -325071.968750 Penalty: 3911.309814
	Iteration 23Q: 3 clusters Score -325072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -325073.312500 Penalty: 3911.309814
	Iteration 24Q: 3 clusters Score -325073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -325073.312500 Penalty: 3911.309814
	Iteration 25F: 3 clusters Score -325073.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Entering Unmasked Estep 
Score: -9188533.000000 Penalty: 2761.421387
	Iteration 0F: 2 clusters Score -9188533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -9142720.000000 Penalty: 5522.842773
	Iteration 0F: 3 clusters Score -9142720 nChanged 31771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -9160534.000000 Penalty: 5522.842773
	Iteration 1F: 3 clusters Score -9160534 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -9161078.000000 Penalty: 5522.842773
	Iteration 2Q: 3 clusters Score -9161078 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -9161630.000000 Penalty: 5522.842773
	Iteration 3Q: 3 clusters Score -9161630 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9162156.000000 Penalty: 5522.842773
	Iteration 4Q: 3 clusters Score -9162156 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -9162690.000000 Penalty: 5522.842773
	Iteration 5Q: 3 clusters Score -9162690 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -9163245.000000 Penalty: 5522.842773
	Iteration 6Q: 3 clusters Score -9163245 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9163854.000000 Penalty: 5522.842773
	Iteration 7Q: 3 clusters Score -9163854 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -9164838.000000 Penalty: 5522.842773
	Iteration 8Q: 3 clusters Score -9164838 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9166201.000000 Penalty: 5522.842773
	Iteration 9Q: 3 clusters Score -9166201 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9168263.000000 Penalty: 5522.842773
	Iteration 10Q: 3 clusters Score -9168263 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -9171098.000000 Penalty: 5522.842773
	Iteration 11F: 3 clusters Score -9171098 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -9173862.000000 Penalty: 5522.842773
	Iteration 12F: 3 clusters Score -9173862 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -9176149.000000 Penalty: 5522.842773
	Iteration 13F: 3 clusters Score -9176149 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9177456.000000 Penalty: 5522.842773
	Iteration 14Q: 3 clusters Score -9177456 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -9178385.000000 Penalty: 5522.842773
	Iteration 15Q: 3 clusters Score -9178385 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -9179205.000000 Penalty: 5522.842773
	Iteration 16Q: 3 clusters Score -9179205 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -9179925.000000 Penalty: 5522.842773
	Iteration 17Q: 3 clusters Score -9179925 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -9180699.000000 Penalty: 5522.842773
	Iteration 18Q: 3 clusters Score -9180699 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -9181361.000000 Penalty: 5522.842773
	Iteration 19Q: 3 clusters Score -9181361 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -9182081.000000 Penalty: 5522.842773
	Iteration 20F: 3 clusters Score -9182081 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -9182670.000000 Penalty: 5522.842773
	Iteration 21Q: 3 clusters Score -9182670 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -9183230.000000 Penalty: 5522.842773
	Iteration 22Q: 3 clusters Score -9183230 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -9183723.000000 Penalty: 5522.842773
	Iteration 23Q: 3 clusters Score -9183723 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -9184086.000000 Penalty: 5522.842773
	Iteration 24Q: 3 clusters Score -9184086 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -9184443.000000 Penalty: 5522.842773
	Iteration 25Q: 3 clusters Score -9184443 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -9184745.000000 Penalty: 5522.842773
	Iteration 26Q: 3 clusters Score -9184745 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -9185030.000000 Penalty: 5522.842773
	Iteration 27Q: 3 clusters Score -9185030 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 63730 members 
Entering Unmasked Estep 
Score: -9185287.000000 Penalty: 5522.842773
	Iteration 28Q: 3 clusters Score -9185287 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -9185468.000000 Penalty: 5522.842773
	Iteration 29Q: 3 clusters Score -9185468 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -9185671.000000 Penalty: 5522.842773
	Iteration 30Q: 3 clusters Score -9185671 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -9185807.000000 Penalty: 5522.842773
	Iteration 31Q: 3 clusters Score -9185807 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -9185941.000000 Penalty: 5522.842773
	Iteration 32Q: 3 clusters Score -9185941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -9186042.000000 Penalty: 5522.842773
	Iteration 33Q: 3 clusters Score -9186042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -9186092.000000 Penalty: 5522.842773
	Iteration 34Q: 3 clusters Score -9186092 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -9186158.000000 Penalty: 5522.842773
	Iteration 35Q: 3 clusters Score -9186158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -9186179.000000 Penalty: 5522.842773
	Iteration 36Q: 3 clusters Score -9186179 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -9186218.000000 Penalty: 5522.842773
	Iteration 37Q: 3 clusters Score -9186218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -9186242.000000 Penalty: 5522.842773
	Iteration 38Q: 3 clusters Score -9186242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -9186267.000000 Penalty: 5522.842773
	Iteration 39Q: 3 clusters Score -9186267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -9186277.000000 Penalty: 5522.842773
	Iteration 40F: 3 clusters Score -9186277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9186289.000000 Penalty: 5522.842773
	Iteration 41Q: 3 clusters Score -9186289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -9186300.000000 Penalty: 5522.842773
	Iteration 42Q: 3 clusters Score -9186300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -9186322.000000 Penalty: 5522.842773
	Iteration 43Q: 3 clusters Score -9186322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -9186333.000000 Penalty: 5522.842773
	Iteration 44Q: 3 clusters Score -9186333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -9186348.000000 Penalty: 5522.842773
	Iteration 45Q: 3 clusters Score -9186348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -9186353.000000 Penalty: 5522.842773
	Iteration 46Q: 3 clusters Score -9186353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -9186348.000000 Penalty: 5522.842773
	Iteration 47Q: 3 clusters Score -9186348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9186345.000000 Penalty: 5522.842773
	Iteration 48Q: 3 clusters Score -9186345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9186360.000000 Penalty: 5522.842773
	Iteration 49Q: 3 clusters Score -9186360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -9186359.000000 Penalty: 5522.842773
	Iteration 50Q: 3 clusters Score -9186359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9186364.000000 Penalty: 5522.842773
	Iteration 51Q: 3 clusters Score -9186364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -9186364.000000 Penalty: 5522.842773
	Iteration 52Q: 3 clusters Score -9186364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -9186366.000000 Penalty: 5522.842773
	Iteration 53Q: 3 clusters Score -9186366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -9186364.000000 Penalty: 5522.842773
	Iteration 54Q: 3 clusters Score -9186364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -9186371.000000 Penalty: 5522.842773
	Iteration 55Q: 3 clusters Score -9186371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -9186374.000000 Penalty: 5522.842773
	Iteration 56Q: 3 clusters Score -9186374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -9186374.000000 Penalty: 5522.842773
	Iteration 57F: 3 clusters Score -9186374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Entering Unmasked Estep 
Score: -6530014.500000 Penalty: 2675.914795
	Iteration 0F: 2 clusters Score -6530014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -6497495.500000 Penalty: 5351.829590
	Iteration 0F: 3 clusters Score -6497496 nChanged 22337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -6509550.500000 Penalty: 5351.829590
	Iteration 1F: 3 clusters Score -6509550 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6510077.500000 Penalty: 5351.829590
	Iteration 2Q: 3 clusters Score -6510078 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6510535.000000 Penalty: 5351.829590
	Iteration 3Q: 3 clusters Score -6510535 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6510998.500000 Penalty: 5351.829590
	Iteration 4Q: 3 clusters Score -6510998 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6511528.000000 Penalty: 5351.829590
	Iteration 5Q: 3 clusters Score -6511528 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -6512186.500000 Penalty: 5351.829590
	Iteration 6Q: 3 clusters Score -6512186 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6513227.000000 Penalty: 5351.829590
	Iteration 7Q: 3 clusters Score -6513227 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -6514946.000000 Penalty: 5351.829590
	Iteration 8F: 3 clusters Score -6514946 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -6517556.500000 Penalty: 5351.829590
	Iteration 9F: 3 clusters Score -6517556 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -6520953.000000 Penalty: 5351.829590
	Iteration 10F: 3 clusters Score -6520953 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6524222.500000 Penalty: 5351.829590
	Iteration 11F: 3 clusters Score -6524222 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6526273.500000 Penalty: 5351.829590
	Iteration 12Q: 3 clusters Score -6526274 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -6527080.500000 Penalty: 5351.829590
	Iteration 13Q: 3 clusters Score -6527080 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6527383.000000 Penalty: 5351.829590
	Iteration 14Q: 3 clusters Score -6527383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -6527507.500000 Penalty: 5351.829590
	Iteration 15Q: 3 clusters Score -6527508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6527567.500000 Penalty: 5351.829590
	Iteration 16Q: 3 clusters Score -6527568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -6527603.500000 Penalty: 5351.829590
	Iteration 17Q: 3 clusters Score -6527604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -6527641.000000 Penalty: 5351.829590
	Iteration 18Q: 3 clusters Score -6527641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -6527661.500000 Penalty: 5351.829590
	Iteration 19Q: 3 clusters Score -6527662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6527670.500000 Penalty: 5351.829590
	Iteration 20F: 3 clusters Score -6527670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6527677.500000 Penalty: 5351.829590
	Iteration 21Q: 3 clusters Score -6527678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6527683.000000 Penalty: 5351.829590
	Iteration 22Q: 3 clusters Score -6527683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -6527693.000000 Penalty: 5351.829590
	Iteration 23Q: 3 clusters Score -6527693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6527690.000000 Penalty: 5351.829590
	Iteration 24Q: 3 clusters Score -6527690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6527690.000000 Penalty: 5351.829590
	Iteration 25F: 3 clusters Score -6527690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Entering Unmasked Estep 
Score: -6215183.000000 Penalty: 2663.498291
	Iteration 0F: 2 clusters Score -6215183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6183829.000000 Penalty: 5326.996582
	Iteration 0F: 3 clusters Score -6183829 nChanged 21374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -6195648.000000 Penalty: 5326.996582
	Iteration 1F: 3 clusters Score -6195648 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -6196165.000000 Penalty: 5326.996582
	Iteration 2Q: 3 clusters Score -6196165 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -6196764.000000 Penalty: 5326.996582
	Iteration 3Q: 3 clusters Score -6196764 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -6197381.500000 Penalty: 5326.996582
	Iteration 4Q: 3 clusters Score -6197382 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6198313.000000 Penalty: 5326.996582
	Iteration 5Q: 3 clusters Score -6198313 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6199831.500000 Penalty: 5326.996582
	Iteration 6F: 3 clusters Score -6199832 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6202130.500000 Penalty: 5326.996582
	Iteration 7F: 3 clusters Score -6202130 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -6205287.000000 Penalty: 5326.996582
	Iteration 8F: 3 clusters Score -6205287 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -6208525.000000 Penalty: 5326.996582
	Iteration 9F: 3 clusters Score -6208525 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -6210803.500000 Penalty: 5326.996582
	Iteration 10F: 3 clusters Score -6210804 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -6212018.500000 Penalty: 5326.996582
	Iteration 11Q: 3 clusters Score -6212018 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -6212580.000000 Penalty: 5326.996582
	Iteration 12Q: 3 clusters Score -6212580 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -6212807.000000 Penalty: 5326.996582
	Iteration 13Q: 3 clusters Score -6212807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6212902.500000 Penalty: 5326.996582
	Iteration 14Q: 3 clusters Score -6212902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6212979.500000 Penalty: 5326.996582
	Iteration 15Q: 3 clusters Score -6212980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -6213022.000000 Penalty: 5326.996582
	Iteration 16Q: 3 clusters Score -6213022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6213050.000000 Penalty: 5326.996582
	Iteration 17Q: 3 clusters Score -6213050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6213057.000000 Penalty: 5326.996582
	Iteration 18Q: 3 clusters Score -6213057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -6213068.500000 Penalty: 5326.996582
	Iteration 19Q: 3 clusters Score -6213068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6213074.000000 Penalty: 5326.996582
	Iteration 20F: 3 clusters Score -6213074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6213073.000000 Penalty: 5326.996582
	Iteration 21Q: 3 clusters Score -6213073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -6213075.000000 Penalty: 5326.996582
	Iteration 22Q: 3 clusters Score -6213075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6213078.000000 Penalty: 5326.996582
	Iteration 23Q: 3 clusters Score -6213078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6213075.500000 Penalty: 5326.996582
	Iteration 24Q: 3 clusters Score -6213076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6213075.500000 Penalty: 5326.996582
	Iteration 25F: 3 clusters Score -6213076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Entering Unmasked Estep 
Score: -3704345.000000 Penalty: 2534.896973
	Iteration 0F: 2 clusters Score -3704345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3685464.750000 Penalty: 5069.793945
	Iteration 0F: 3 clusters Score -3685465 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3692157.000000 Penalty: 5069.793945
	Iteration 1F: 3 clusters Score -3692157 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3692550.500000 Penalty: 5069.793945
	Iteration 2Q: 3 clusters Score -3692550 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3692899.000000 Penalty: 5069.793945
	Iteration 3Q: 3 clusters Score -3692899 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3693217.500000 Penalty: 5069.793945
	Iteration 4Q: 3 clusters Score -3693218 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3693614.000000 Penalty: 5069.793945
	Iteration 5Q: 3 clusters Score -3693614 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3694196.250000 Penalty: 5069.793945
	Iteration 6Q: 3 clusters Score -3694196 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3695053.000000 Penalty: 5069.793945
	Iteration 7F: 3 clusters Score -3695053 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3696301.000000 Penalty: 5069.793945
	Iteration 8F: 3 clusters Score -3696301 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3697899.500000 Penalty: 5069.793945
	Iteration 9F: 3 clusters Score -3697900 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3699566.500000 Penalty: 5069.793945
	Iteration 10F: 3 clusters Score -3699566 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3700727.750000 Penalty: 5069.793945
	Iteration 11Q: 3 clusters Score -3700728 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3701395.250000 Penalty: 5069.793945
	Iteration 12Q: 3 clusters Score -3701395 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3701754.000000 Penalty: 5069.793945
	Iteration 13Q: 3 clusters Score -3701754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3701928.750000 Penalty: 5069.793945
	Iteration 14Q: 3 clusters Score -3701929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3702010.750000 Penalty: 5069.793945
	Iteration 15Q: 3 clusters Score -3702011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3702049.000000 Penalty: 5069.793945
	Iteration 16Q: 3 clusters Score -3702049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3702081.500000 Penalty: 5069.793945
	Iteration 17Q: 3 clusters Score -3702082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3702092.750000 Penalty: 5069.793945
	Iteration 18Q: 3 clusters Score -3702093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3702107.000000 Penalty: 5069.793945
	Iteration 19Q: 3 clusters Score -3702107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3702121.750000 Penalty: 5069.793945
	Iteration 20F: 3 clusters Score -3702122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3702136.750000 Penalty: 5069.793945
	Iteration 21Q: 3 clusters Score -3702137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3702142.250000 Penalty: 5069.793945
	Iteration 22Q: 3 clusters Score -3702142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3702144.250000 Penalty: 5069.793945
	Iteration 23Q: 3 clusters Score -3702144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3702148.500000 Penalty: 5069.793945
	Iteration 24Q: 3 clusters Score -3702148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3702148.500000 Penalty: 5069.793945
	Iteration 25F: 3 clusters Score -3702148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Entering Unmasked Estep 
Score: -24241952.000000 Penalty: 3004.336182
	Iteration 0F: 2 clusters Score -2.424195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -24122488.000000 Penalty: 6008.672363
	Iteration 0F: 3 clusters Score -2.412249e+07 nChanged 87757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -24174382.000000 Penalty: 6008.672363
	Iteration 1F: 3 clusters Score -2.417438e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -24176504.000000 Penalty: 6008.672363
	Iteration 2Q: 3 clusters Score -2.41765e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -24179124.000000 Penalty: 6008.672363
	Iteration 3Q: 3 clusters Score -2.417912e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -24183196.000000 Penalty: 6008.672363
	Iteration 4Q: 3 clusters Score -2.41832e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -24189374.000000 Penalty: 6008.672363
	Iteration 5F: 3 clusters Score -2.418937e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -24198502.000000 Penalty: 6008.672363
	Iteration 6F: 3 clusters Score -2.41985e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -24209346.000000 Penalty: 6008.672363
	Iteration 7F: 3 clusters Score -2.420935e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -24217756.000000 Penalty: 6008.672363
	Iteration 8F: 3 clusters Score -2.421776e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -24221558.000000 Penalty: 6008.672363
	Iteration 9Q: 3 clusters Score -2.422156e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -24223124.000000 Penalty: 6008.672363
	Iteration 10Q: 3 clusters Score -2.422312e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -24224348.000000 Penalty: 6008.672363
	Iteration 11Q: 3 clusters Score -2.422435e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -24225358.000000 Penalty: 6008.672363
	Iteration 12Q: 3 clusters Score -2.422536e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -24226016.000000 Penalty: 6008.672363
	Iteration 13Q: 3 clusters Score -2.422602e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128793 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -24226888.000000 Penalty: 6008.672363
	Iteration 14Q: 3 clusters Score -2.422689e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130931 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -24227700.000000 Penalty: 6008.672363
	Iteration 15Q: 3 clusters Score -2.42277e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -24228254.000000 Penalty: 6008.672363
	Iteration 16Q: 3 clusters Score -2.422825e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -24228806.000000 Penalty: 6008.672363
	Iteration 17Q: 3 clusters Score -2.422881e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136967 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -24229280.000000 Penalty: 6008.672363
	Iteration 18Q: 3 clusters Score -2.422928e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138957 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -24229930.000000 Penalty: 6008.672363
	Iteration 19Q: 3 clusters Score -2.422993e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -24230442.000000 Penalty: 6008.672363
	Iteration 20F: 3 clusters Score -2.423044e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142803 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -24230674.000000 Penalty: 6008.672363
	Iteration 21Q: 3 clusters Score -2.423067e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -24231162.000000 Penalty: 6008.672363
	Iteration 22Q: 3 clusters Score -2.423116e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146629 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -24231496.000000 Penalty: 6008.672363
	Iteration 23Q: 3 clusters Score -2.42315e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148544 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -24231874.000000 Penalty: 6008.672363
	Iteration 24Q: 3 clusters Score -2.423187e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -24232226.000000 Penalty: 6008.672363
	Iteration 25Q: 3 clusters Score -2.423223e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -24232682.000000 Penalty: 6008.672363
	Iteration 26Q: 3 clusters Score -2.423268e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -24233002.000000 Penalty: 6008.672363
	Iteration 27Q: 3 clusters Score -2.4233e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -24233468.000000 Penalty: 6008.672363
	Iteration 28Q: 3 clusters Score -2.423347e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -24233778.000000 Penalty: 6008.672363
	Iteration 29Q: 3 clusters Score -2.423378e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -24234192.000000 Penalty: 6008.672363
	Iteration 30Q: 3 clusters Score -2.423419e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -24234584.000000 Penalty: 6008.672363
	Iteration 31Q: 3 clusters Score -2.423458e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -24235120.000000 Penalty: 6008.672363
	Iteration 32Q: 3 clusters Score -2.423512e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -24235608.000000 Penalty: 6008.672363
	Iteration 33Q: 3 clusters Score -2.423561e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -24235922.000000 Penalty: 6008.672363
	Iteration 34Q: 3 clusters Score -2.423592e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167857 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -24236304.000000 Penalty: 6008.672363
	Iteration 35Q: 3 clusters Score -2.42363e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -24236686.000000 Penalty: 6008.672363
	Iteration 36Q: 3 clusters Score -2.423669e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -24236996.000000 Penalty: 6008.672363
	Iteration 37Q: 3 clusters Score -2.4237e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -24237322.000000 Penalty: 6008.672363
	Iteration 38Q: 3 clusters Score -2.423732e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -24237618.000000 Penalty: 6008.672363
	Iteration 39Q: 3 clusters Score -2.423762e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -24237906.000000 Penalty: 6008.672363
	Iteration 40F: 3 clusters Score -2.423791e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -24238130.000000 Penalty: 6008.672363
	Iteration 41Q: 3 clusters Score -2.423813e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175262 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -24238368.000000 Penalty: 6008.672363
	Iteration 42Q: 3 clusters Score -2.423837e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -24238692.000000 Penalty: 6008.672363
	Iteration 43Q: 3 clusters Score -2.423869e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -24238862.000000 Penalty: 6008.672363
	Iteration 44Q: 3 clusters Score -2.423886e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -24239026.000000 Penalty: 6008.672363
	Iteration 45Q: 3 clusters Score -2.423903e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -24239120.000000 Penalty: 6008.672363
	Iteration 46Q: 3 clusters Score -2.423912e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -24239240.000000 Penalty: 6008.672363
	Iteration 47Q: 3 clusters Score -2.423924e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -24239400.000000 Penalty: 6008.672363
	Iteration 48Q: 3 clusters Score -2.42394e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178832 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -24239406.000000 Penalty: 6008.672363
	Iteration 49Q: 3 clusters Score -2.423941e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -24239434.000000 Penalty: 6008.672363
	Iteration 50Q: 3 clusters Score -2.423943e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179299 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -24239422.000000 Penalty: 6008.672363
	Iteration 51Q: 3 clusters Score -2.423942e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -24239452.000000 Penalty: 6008.672363
	Iteration 52Q: 3 clusters Score -2.423945e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179666 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -24239492.000000 Penalty: 6008.672363
	Iteration 53Q: 3 clusters Score -2.423949e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -24239524.000000 Penalty: 6008.672363
	Iteration 54Q: 3 clusters Score -2.423952e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -24239522.000000 Penalty: 6008.672363
	Iteration 55Q: 3 clusters Score -2.423952e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180102 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -24239510.000000 Penalty: 6008.672363
	Iteration 56Q: 3 clusters Score -2.423951e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180192 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -24239568.000000 Penalty: 6008.672363
	Iteration 57Q: 3 clusters Score -2.423957e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180264 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -24239572.000000 Penalty: 6008.672363
	Iteration 58Q: 3 clusters Score -2.423957e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24239592.000000 Penalty: 6008.672363
	Iteration 59Q: 3 clusters Score -2.423959e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -24239630.000000 Penalty: 6008.672363
	Iteration 60F: 3 clusters Score -2.423963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -24239620.000000 Penalty: 6008.672363
	Iteration 61Q: 3 clusters Score -2.423962e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180471 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -24239626.000000 Penalty: 6008.672363
	Iteration 62Q: 3 clusters Score -2.423963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180512 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -24239656.000000 Penalty: 6008.672363
	Iteration 63Q: 3 clusters Score -2.423966e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -24239662.000000 Penalty: 6008.672363
	Iteration 64Q: 3 clusters Score -2.423966e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180588 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -24239642.000000 Penalty: 6008.672363
	Iteration 65Q: 3 clusters Score -2.423964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -24239648.000000 Penalty: 6008.672363
	Iteration 66Q: 3 clusters Score -2.423965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180668 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24239684.000000 Penalty: 6008.672363
	Iteration 67Q: 3 clusters Score -2.423968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24239676.000000 Penalty: 6008.672363
	Iteration 68Q: 3 clusters Score -2.423968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -24239688.000000 Penalty: 6008.672363
	Iteration 69Q: 3 clusters Score -2.423969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24239704.000000 Penalty: 6008.672363
	Iteration 70Q: 3 clusters Score -2.42397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180785 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -24239704.000000 Penalty: 6008.672363
	Iteration 71Q: 3 clusters Score -2.42397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180805 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -24239720.000000 Penalty: 6008.672363
	Iteration 72Q: 3 clusters Score -2.423972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180825 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24239752.000000 Penalty: 6008.672363
	Iteration 73Q: 3 clusters Score -2.423975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180847 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24239762.000000 Penalty: 6008.672363
	Iteration 74Q: 3 clusters Score -2.423976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180867 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24239754.000000 Penalty: 6008.672363
	Iteration 75Q: 3 clusters Score -2.423975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180897 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -24239744.000000 Penalty: 6008.672363
	Iteration 76Q: 3 clusters Score -2.423974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180909 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -24239752.000000 Penalty: 6008.672363
	Iteration 77Q: 3 clusters Score -2.423975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -24239734.000000 Penalty: 6008.672363
	Iteration 78Q: 3 clusters Score -2.423973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180929 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24239756.000000 Penalty: 6008.672363
	Iteration 79Q: 3 clusters Score -2.423976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180935 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -24239760.000000 Penalty: 6008.672363
	Iteration 80F: 3 clusters Score -2.423976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180937 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24239750.000000 Penalty: 6008.672363
	Iteration 81Q: 3 clusters Score -2.423975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180940 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24239772.000000 Penalty: 6008.672363
	Iteration 82Q: 3 clusters Score -2.423977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180941 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -24239766.000000 Penalty: 6008.672363
	Iteration 83Q: 3 clusters Score -2.423977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180942 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24239762.000000 Penalty: 6008.672363
	Iteration 84Q: 3 clusters Score -2.423976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180944 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -24239770.000000 Penalty: 6008.672363
	Iteration 85Q: 3 clusters Score -2.423977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24239778.000000 Penalty: 6008.672363
	Iteration 86Q: 3 clusters Score -2.423978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24239778.000000 Penalty: 6008.672363
	Iteration 87Q: 3 clusters Score -2.423978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24239754.000000 Penalty: 6008.672363
	Iteration 88Q: 3 clusters Score -2.423975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24239764.000000 Penalty: 6008.672363
	Iteration 89Q: 3 clusters Score -2.423976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -24239760.000000 Penalty: 6008.672363
	Iteration 90Q: 3 clusters Score -2.423976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24239754.000000 Penalty: 6008.672363
	Iteration 91Q: 3 clusters Score -2.423975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24239754.000000 Penalty: 6008.672363
	Iteration 92F: 3 clusters Score -2.423975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14234.489258 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14234.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14266.413086 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14266.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14273.875977 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14273.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14273.875977 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14273.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Entering Unmasked Estep 
Score: -16083250.000000 Penalty: 2900.755859
	Iteration 0F: 2 clusters Score -1.608325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -16003154.000000 Penalty: 5801.511719
	Iteration 0F: 3 clusters Score -1.600315e+07 nChanged 57110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -16036218.000000 Penalty: 5801.511719
	Iteration 1F: 3 clusters Score -1.603622e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -16037184.000000 Penalty: 5801.511719
	Iteration 2Q: 3 clusters Score -1.603718e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -16038347.000000 Penalty: 5801.511719
	Iteration 3Q: 3 clusters Score -1.603835e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -16040374.000000 Penalty: 5801.511719
	Iteration 4Q: 3 clusters Score -1.604037e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -16043326.000000 Penalty: 5801.511719
	Iteration 5Q: 3 clusters Score -1.604333e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -16047845.000000 Penalty: 5801.511719
	Iteration 6F: 3 clusters Score -1.604784e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -16054280.000000 Penalty: 5801.511719
	Iteration 7F: 3 clusters Score -1.605428e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -16061156.000000 Penalty: 5801.511719
	Iteration 8F: 3 clusters Score -1.606116e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -16067559.000000 Penalty: 5801.511719
	Iteration 9F: 3 clusters Score -1.606756e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -16072605.000000 Penalty: 5801.511719
	Iteration 10F: 3 clusters Score -1.60726e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -16075890.000000 Penalty: 5801.511719
	Iteration 11Q: 3 clusters Score -1.607589e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -16077893.000000 Penalty: 5801.511719
	Iteration 12Q: 3 clusters Score -1.607789e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -16079094.000000 Penalty: 5801.511719
	Iteration 13Q: 3 clusters Score -1.607909e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16079771.000000 Penalty: 5801.511719
	Iteration 14Q: 3 clusters Score -1.607977e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118643 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16080124.000000 Penalty: 5801.511719
	Iteration 15Q: 3 clusters Score -1.608012e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -16080323.000000 Penalty: 5801.511719
	Iteration 16Q: 3 clusters Score -1.608032e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119162 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -16080489.000000 Penalty: 5801.511719
	Iteration 17Q: 3 clusters Score -1.608049e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16080573.000000 Penalty: 5801.511719
	Iteration 18Q: 3 clusters Score -1.608057e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16080636.000000 Penalty: 5801.511719
	Iteration 19Q: 3 clusters Score -1.608064e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16080670.000000 Penalty: 5801.511719
	Iteration 20F: 3 clusters Score -1.608067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16080696.000000 Penalty: 5801.511719
	Iteration 21Q: 3 clusters Score -1.60807e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16080714.000000 Penalty: 5801.511719
	Iteration 22Q: 3 clusters Score -1.608071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16080708.000000 Penalty: 5801.511719
	Iteration 23Q: 3 clusters Score -1.608071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16080726.000000 Penalty: 5801.511719
	Iteration 24Q: 3 clusters Score -1.608073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16080716.000000 Penalty: 5801.511719
	Iteration 25Q: 3 clusters Score -1.608072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16080724.000000 Penalty: 5801.511719
	Iteration 26Q: 3 clusters Score -1.608072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16080723.000000 Penalty: 5801.511719
	Iteration 27Q: 3 clusters Score -1.608072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16080753.000000 Penalty: 5801.511719
	Iteration 28Q: 3 clusters Score -1.608075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16080753.000000 Penalty: 5801.511719
	Iteration 29Q: 3 clusters Score -1.608075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16080768.000000 Penalty: 5801.511719
	Iteration 30Q: 3 clusters Score -1.608077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16080767.000000 Penalty: 5801.511719
	Iteration 31Q: 3 clusters Score -1.608077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16080784.000000 Penalty: 5801.511719
	Iteration 32Q: 3 clusters Score -1.608078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119606 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16080789.000000 Penalty: 5801.511719
	Iteration 33Q: 3 clusters Score -1.608079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16080794.000000 Penalty: 5801.511719
	Iteration 34Q: 3 clusters Score -1.608079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16080803.000000 Penalty: 5801.511719
	Iteration 35Q: 3 clusters Score -1.60808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16080811.000000 Penalty: 5801.511719
	Iteration 36Q: 3 clusters Score -1.608081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16080800.000000 Penalty: 5801.511719
	Iteration 37Q: 3 clusters Score -1.60808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16080800.000000 Penalty: 5801.511719
	Iteration 38F: 3 clusters Score -1.60808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Entering Unmasked Estep 
Score: -5659309.500000 Penalty: 2641.043457
	Iteration 0F: 2 clusters Score -5659310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5630732.500000 Penalty: 5282.086914
	Iteration 0F: 3 clusters Score -5630732 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5641068.500000 Penalty: 5282.086914
	Iteration 1F: 3 clusters Score -5641068 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -5641520.000000 Penalty: 5282.086914
	Iteration 2Q: 3 clusters Score -5641520 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5642026.500000 Penalty: 5282.086914
	Iteration 3Q: 3 clusters Score -5642026 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5642672.000000 Penalty: 5282.086914
	Iteration 4Q: 3 clusters Score -5642672 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5643478.000000 Penalty: 5282.086914
	Iteration 5Q: 3 clusters Score -5643478 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -5644462.000000 Penalty: 5282.086914
	Iteration 6Q: 3 clusters Score -5644462 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -5645763.500000 Penalty: 5282.086914
	Iteration 7F: 3 clusters Score -5645764 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5647621.000000 Penalty: 5282.086914
	Iteration 8F: 3 clusters Score -5647621 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5650061.500000 Penalty: 5282.086914
	Iteration 9F: 3 clusters Score -5650062 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5652624.000000 Penalty: 5282.086914
	Iteration 10F: 3 clusters Score -5652624 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -5654235.000000 Penalty: 5282.086914
	Iteration 11F: 3 clusters Score -5654235 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5654915.000000 Penalty: 5282.086914
	Iteration 12Q: 3 clusters Score -5654915 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -5655277.000000 Penalty: 5282.086914
	Iteration 13Q: 3 clusters Score -5655277 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -5655552.500000 Penalty: 5282.086914
	Iteration 14Q: 3 clusters Score -5655552 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5655805.500000 Penalty: 5282.086914
	Iteration 15Q: 3 clusters Score -5655806 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5655990.000000 Penalty: 5282.086914
	Iteration 16Q: 3 clusters Score -5655990 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -5656169.500000 Penalty: 5282.086914
	Iteration 17Q: 3 clusters Score -5656170 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5656323.000000 Penalty: 5282.086914
	Iteration 18Q: 3 clusters Score -5656323 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5656454.000000 Penalty: 5282.086914
	Iteration 19Q: 3 clusters Score -5656454 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -5656602.500000 Penalty: 5282.086914
	Iteration 20F: 3 clusters Score -5656602 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5656737.500000 Penalty: 5282.086914
	Iteration 21Q: 3 clusters Score -5656738 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -5656859.000000 Penalty: 5282.086914
	Iteration 22Q: 3 clusters Score -5656859 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5656964.000000 Penalty: 5282.086914
	Iteration 23Q: 3 clusters Score -5656964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5657006.500000 Penalty: 5282.086914
	Iteration 24Q: 3 clusters Score -5657006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5657059.500000 Penalty: 5282.086914
	Iteration 25Q: 3 clusters Score -5657060 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5657123.000000 Penalty: 5282.086914
	Iteration 26Q: 3 clusters Score -5657123 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5657169.500000 Penalty: 5282.086914
	Iteration 27Q: 3 clusters Score -5657170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5657197.500000 Penalty: 5282.086914
	Iteration 28Q: 3 clusters Score -5657198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5657262.500000 Penalty: 5282.086914
	Iteration 29Q: 3 clusters Score -5657262 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5657321.000000 Penalty: 5282.086914
	Iteration 30Q: 3 clusters Score -5657321 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5657354.500000 Penalty: 5282.086914
	Iteration 31Q: 3 clusters Score -5657354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5657392.500000 Penalty: 5282.086914
	Iteration 32Q: 3 clusters Score -5657392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5657440.500000 Penalty: 5282.086914
	Iteration 33Q: 3 clusters Score -5657440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5657476.500000 Penalty: 5282.086914
	Iteration 34Q: 3 clusters Score -5657476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5657505.000000 Penalty: 5282.086914
	Iteration 35Q: 3 clusters Score -5657505 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5657529.000000 Penalty: 5282.086914
	Iteration 36Q: 3 clusters Score -5657529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5657553.500000 Penalty: 5282.086914
	Iteration 37Q: 3 clusters Score -5657554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5657583.000000 Penalty: 5282.086914
	Iteration 38Q: 3 clusters Score -5657583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5657604.500000 Penalty: 5282.086914
	Iteration 39Q: 3 clusters Score -5657604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5657618.500000 Penalty: 5282.086914
	Iteration 40F: 3 clusters Score -5657618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5657643.500000 Penalty: 5282.086914
	Iteration 41Q: 3 clusters Score -5657644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5657649.000000 Penalty: 5282.086914
	Iteration 42Q: 3 clusters Score -5657649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5657667.500000 Penalty: 5282.086914
	Iteration 43Q: 3 clusters Score -5657668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5657682.500000 Penalty: 5282.086914
	Iteration 44Q: 3 clusters Score -5657682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5657707.500000 Penalty: 5282.086914
	Iteration 45Q: 3 clusters Score -5657708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5657708.500000 Penalty: 5282.086914
	Iteration 46Q: 3 clusters Score -5657708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5657726.000000 Penalty: 5282.086914
	Iteration 47Q: 3 clusters Score -5657726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5657723.000000 Penalty: 5282.086914
	Iteration 48Q: 3 clusters Score -5657723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5657740.500000 Penalty: 5282.086914
	Iteration 49Q: 3 clusters Score -5657740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5657751.000000 Penalty: 5282.086914
	Iteration 50Q: 3 clusters Score -5657751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5657765.000000 Penalty: 5282.086914
	Iteration 51Q: 3 clusters Score -5657765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5657780.500000 Penalty: 5282.086914
	Iteration 52Q: 3 clusters Score -5657780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5657778.000000 Penalty: 5282.086914
	Iteration 53Q: 3 clusters Score -5657778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5657771.500000 Penalty: 5282.086914
	Iteration 54Q: 3 clusters Score -5657772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5657788.000000 Penalty: 5282.086914
	Iteration 55Q: 3 clusters Score -5657788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5657787.500000 Penalty: 5282.086914
	Iteration 56Q: 3 clusters Score -5657788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5657789.000000 Penalty: 5282.086914
	Iteration 57Q: 3 clusters Score -5657789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5657783.500000 Penalty: 5282.086914
	Iteration 58Q: 3 clusters Score -5657784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5657778.500000 Penalty: 5282.086914
	Iteration 59Q: 3 clusters Score -5657778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5657798.000000 Penalty: 5282.086914
	Iteration 60F: 3 clusters Score -5657798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5657801.500000 Penalty: 5282.086914
	Iteration 61Q: 3 clusters Score -5657802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5657814.000000 Penalty: 5282.086914
	Iteration 62Q: 3 clusters Score -5657814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5657810.000000 Penalty: 5282.086914
	Iteration 63Q: 3 clusters Score -5657810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5657814.000000 Penalty: 5282.086914
	Iteration 64Q: 3 clusters Score -5657814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5657804.500000 Penalty: 5282.086914
	Iteration 65Q: 3 clusters Score -5657804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5657808.000000 Penalty: 5282.086914
	Iteration 66Q: 3 clusters Score -5657808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5657812.000000 Penalty: 5282.086914
	Iteration 67Q: 3 clusters Score -5657812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5657819.500000 Penalty: 5282.086914
	Iteration 68Q: 3 clusters Score -5657820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5657820.000000 Penalty: 5282.086914
	Iteration 69Q: 3 clusters Score -5657820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5657819.000000 Penalty: 5282.086914
	Iteration 70Q: 3 clusters Score -5657819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5657815.000000 Penalty: 5282.086914
	Iteration 71Q: 3 clusters Score -5657815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5657816.000000 Penalty: 5282.086914
	Iteration 72Q: 3 clusters Score -5657816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5657817.000000 Penalty: 5282.086914
	Iteration 73Q: 3 clusters Score -5657817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5657830.500000 Penalty: 5282.086914
	Iteration 74Q: 3 clusters Score -5657830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5657828.000000 Penalty: 5282.086914
	Iteration 75Q: 3 clusters Score -5657828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5657834.500000 Penalty: 5282.086914
	Iteration 76Q: 3 clusters Score -5657834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5657833.500000 Penalty: 5282.086914
	Iteration 77Q: 3 clusters Score -5657834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5657833.000000 Penalty: 5282.086914
	Iteration 78Q: 3 clusters Score -5657833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5657834.000000 Penalty: 5282.086914
	Iteration 79Q: 3 clusters Score -5657834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5657833.500000 Penalty: 5282.086914
	Iteration 80F: 3 clusters Score -5657834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5657827.500000 Penalty: 5282.086914
	Iteration 81Q: 3 clusters Score -5657828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5657829.000000 Penalty: 5282.086914
	Iteration 82Q: 3 clusters Score -5657829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5657824.500000 Penalty: 5282.086914
	Iteration 83Q: 3 clusters Score -5657824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5657824.000000 Penalty: 5282.086914
	Iteration 84Q: 3 clusters Score -5657824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5657836.000000 Penalty: 5282.086914
	Iteration 85Q: 3 clusters Score -5657836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5657836.500000 Penalty: 5282.086914
	Iteration 86Q: 3 clusters Score -5657836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5657852.500000 Penalty: 5282.086914
	Iteration 87Q: 3 clusters Score -5657852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5657860.000000 Penalty: 5282.086914
	Iteration 88Q: 3 clusters Score -5657860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5657855.500000 Penalty: 5282.086914
	Iteration 89Q: 3 clusters Score -5657856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5657861.500000 Penalty: 5282.086914
	Iteration 90Q: 3 clusters Score -5657862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5657867.500000 Penalty: 5282.086914
	Iteration 91Q: 3 clusters Score -5657868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5657867.000000 Penalty: 5282.086914
	Iteration 92Q: 3 clusters Score -5657867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5657869.000000 Penalty: 5282.086914
	Iteration 93Q: 3 clusters Score -5657869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5657866.500000 Penalty: 5282.086914
	Iteration 94Q: 3 clusters Score -5657866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5657865.000000 Penalty: 5282.086914
	Iteration 95Q: 3 clusters Score -5657865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5657872.000000 Penalty: 5282.086914
	Iteration 96Q: 3 clusters Score -5657872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5657869.500000 Penalty: 5282.086914
	Iteration 97Q: 3 clusters Score -5657870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5657870.500000 Penalty: 5282.086914
	Iteration 98Q: 3 clusters Score -5657870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5657873.000000 Penalty: 5282.086914
	Iteration 99Q: 3 clusters Score -5657873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5657873.000000 Penalty: 5282.086914
	Iteration 100F: 3 clusters Score -5657873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5657872.500000 Penalty: 5282.086914
	Iteration 101Q: 3 clusters Score -5657872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5657861.000000 Penalty: 5282.086914
	Iteration 102Q: 3 clusters Score -5657861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5657867.500000 Penalty: 5282.086914
	Iteration 103Q: 3 clusters Score -5657868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5657869.500000 Penalty: 5282.086914
	Iteration 104Q: 3 clusters Score -5657870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5657871.000000 Penalty: 5282.086914
	Iteration 105Q: 3 clusters Score -5657871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5657871.000000 Penalty: 5282.086914
	Iteration 106F: 3 clusters Score -5657871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (203229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203229 members 
Entering Unmasked Estep 
Score: -26977870.000000 Penalty: 3031.078125
	Iteration 0F: 2 clusters Score -2.697787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -26851230.000000 Penalty: 6062.156250
	Iteration 0F: 3 clusters Score -2.685123e+07 nChanged 97964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -26908230.000000 Penalty: 6062.156250
	Iteration 1F: 3 clusters Score -2.690823e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -26909126.000000 Penalty: 6062.156250
	Iteration 2Q: 3 clusters Score -2.690913e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -26910372.000000 Penalty: 6062.156250
	Iteration 3Q: 3 clusters Score -2.691037e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -26912528.000000 Penalty: 6062.156250
	Iteration 4Q: 3 clusters Score -2.691253e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 126371 members 
Entering Unmasked Estep 
Score: -26916704.000000 Penalty: 6062.156250
	Iteration 5Q: 3 clusters Score -2.69167e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -26924038.000000 Penalty: 6062.156250
	Iteration 6F: 3 clusters Score -2.692404e+07 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -26935346.000000 Penalty: 6062.156250
	Iteration 7F: 3 clusters Score -2.693535e+07 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -26949400.000000 Penalty: 6062.156250
	Iteration 8F: 3 clusters Score -2.69494e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 185476 members 
Entering Unmasked Estep 
Score: -26961138.000000 Penalty: 6062.156250
	Iteration 9F: 3 clusters Score -2.696114e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -26968906.000000 Penalty: 6062.156250
	Iteration 10Q: 3 clusters Score -2.696891e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -26972754.000000 Penalty: 6062.156250
	Iteration 11Q: 3 clusters Score -2.697275e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 201970 members 
Entering Unmasked Estep 
Score: -26974160.000000 Penalty: 6062.156250
	Iteration 12Q: 3 clusters Score -2.697416e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 202603 members 
Entering Unmasked Estep 
Score: -26974730.000000 Penalty: 6062.156250
	Iteration 13Q: 3 clusters Score -2.697473e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 202817 members 
Entering Unmasked Estep 
Score: -26974922.000000 Penalty: 6062.156250
	Iteration 14Q: 3 clusters Score -2.697492e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 202881 members 
Entering Unmasked Estep 
Score: -26974990.000000 Penalty: 6062.156250
	Iteration 15Q: 3 clusters Score -2.697499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 202918 members 
Entering Unmasked Estep 
Score: -26975050.000000 Penalty: 6062.156250
	Iteration 16Q: 3 clusters Score -2.697505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 202945 members 
Entering Unmasked Estep 
Score: -26975106.000000 Penalty: 6062.156250
	Iteration 17Q: 3 clusters Score -2.697511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 202959 members 
Entering Unmasked Estep 
Score: -26975140.000000 Penalty: 6062.156250
	Iteration 18Q: 3 clusters Score -2.697514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 202968 members 
Entering Unmasked Estep 
Score: -26975140.000000 Penalty: 6062.156250
	Iteration 19Q: 3 clusters Score -2.697514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202972 members 
Entering Unmasked Estep 
Score: -26975150.000000 Penalty: 6062.156250
	Iteration 20F: 3 clusters Score -2.697515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 202976 members 
Entering Unmasked Estep 
Score: -26975148.000000 Penalty: 6062.156250
	Iteration 21Q: 3 clusters Score -2.697515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 202974 members 
Entering Unmasked Estep 
Score: -26975166.000000 Penalty: 6062.156250
	Iteration 22Q: 3 clusters Score -2.697517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 202977 members 
Entering Unmasked Estep 
Score: -26975190.000000 Penalty: 6062.156250
	Iteration 23Q: 3 clusters Score -2.697519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202979 members 
Entering Unmasked Estep 
Score: -26975178.000000 Penalty: 6062.156250
	Iteration 24Q: 3 clusters Score -2.697518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 202981 members 
Entering Unmasked Estep 
Score: -26975166.000000 Penalty: 6062.156250
	Iteration 25Q: 3 clusters Score -2.697517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202980 members 
Entering Unmasked Estep 
Score: -26975176.000000 Penalty: 6062.156250
	Iteration 26Q: 3 clusters Score -2.697518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202980 members 
Entering Unmasked Estep 
Score: -26975176.000000 Penalty: 6062.156250
	Iteration 27F: 3 clusters Score -2.697518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -183310.562500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -183310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181089.656250 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -181089.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -181503.375000 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -181503.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -181593.062500 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -181593.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -181630.812500 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -181630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -181653.500000 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -181653.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -181663.359375 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -181663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -181672.156250 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -181672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -181680.406250 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -181680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -181692.578125 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -181692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181702.546875 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -181702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -181707.671875 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -181707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -181711.609375 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -181711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -181714.234375 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -181714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181714.906250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -181714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -181714.906250 Penalty: 3591.362305
	Iteration 14F: 3 clusters Score -181714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22136 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161333 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68512 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 46162 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 182455 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 42166 members 
Mstep: Class 22 contains 203229 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280224.000000 Penalty: 72127.992188
Iteration 359Q: 22 clusters Score -1.352802e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22135 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30469 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161341 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 68511 members 
Mstep: Class 13 contains 48533 members 
Mstep: Class 14 contains 46169 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 182471 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120166 members 
Mstep: Class 21 contains 42156 members 
Mstep: Class 22 contains 203210 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280176.000000 Penalty: 72127.992188
Iteration 360F: 22 clusters Score -1.352802e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22135 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30482 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161345 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33067 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 68514 members 
Mstep: Class 13 contains 48533 members 
Mstep: Class 14 contains 46171 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 182478 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120163 members 
Mstep: Class 21 contains 42157 members 
Mstep: Class 22 contains 203201 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280080.000000 Penalty: 72127.992188
Iteration 361Q: 22 clusters Score -1.352801e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30493 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161356 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33052 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 68520 members 
Mstep: Class 13 contains 48529 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 27479 members 
Mstep: Class 16 contains 182499 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120155 members 
Mstep: Class 21 contains 42153 members 
Mstep: Class 22 contains 203188 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280320.000000 Penalty: 72127.992188
Iteration 362Q: 22 clusters Score -1.352803e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22134 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30503 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161347 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33038 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 68521 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 46176 members 
Mstep: Class 15 contains 27483 members 
Mstep: Class 16 contains 182523 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120156 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 203180 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280240.000000 Penalty: 72127.992188
Iteration 363Q: 22 clusters Score -1.352802e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30512 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161350 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33022 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2649 members 
Mstep: Class 12 contains 68527 members 
Mstep: Class 13 contains 48517 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27483 members 
Mstep: Class 16 contains 182540 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120157 members 
Mstep: Class 21 contains 42148 members 
Mstep: Class 22 contains 203170 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280256.000000 Penalty: 72127.992188
Iteration 364Q: 22 clusters Score -1.352803e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30522 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161353 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33007 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68534 members 
Mstep: Class 13 contains 48514 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 182558 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120159 members 
Mstep: Class 21 contains 42143 members 
Mstep: Class 22 contains 203156 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280208.000000 Penalty: 72127.992188
Iteration 365Q: 22 clusters Score -1.352802e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30528 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161355 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 33002 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68535 members 
Mstep: Class 13 contains 48513 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27479 members 
Mstep: Class 16 contains 182595 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120157 members 
Mstep: Class 21 contains 42136 members 
Mstep: Class 22 contains 203132 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280064.000000 Penalty: 72127.992188
Iteration 366Q: 22 clusters Score -1.352801e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30533 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161358 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32998 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68539 members 
Mstep: Class 13 contains 48511 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 27475 members 
Mstep: Class 16 contains 182619 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120163 members 
Mstep: Class 21 contains 42131 members 
Mstep: Class 22 contains 203103 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280032.000000 Penalty: 72127.992188
Iteration 367Q: 22 clusters Score -1.3528e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30539 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161355 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32990 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68538 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 46188 members 
Mstep: Class 15 contains 27471 members 
Mstep: Class 16 contains 182662 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120163 members 
Mstep: Class 21 contains 42127 members 
Mstep: Class 22 contains 203079 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279952.000000 Penalty: 72127.992188
Iteration 368Q: 22 clusters Score -1.3528e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30547 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161339 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32988 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39476 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68536 members 
Mstep: Class 13 contains 48498 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 27471 members 
Mstep: Class 16 contains 182709 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120162 members 
Mstep: Class 21 contains 42123 members 
Mstep: Class 22 contains 203053 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280000.000000 Penalty: 72127.992188
Iteration 369Q: 22 clusters Score -1.3528e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22122 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30551 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161332 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68528 members 
Mstep: Class 13 contains 48493 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 27474 members 
Mstep: Class 16 contains 182746 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120156 members 
Mstep: Class 21 contains 42119 members 
Mstep: Class 22 contains 203037 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279936.000000 Penalty: 72127.992188
Iteration 370Q: 22 clusters Score -1.352799e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30556 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161329 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32984 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68531 members 
Mstep: Class 13 contains 48487 members 
Mstep: Class 14 contains 46187 members 
Mstep: Class 15 contains 27476 members 
Mstep: Class 16 contains 182780 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120154 members 
Mstep: Class 21 contains 42114 members 
Mstep: Class 22 contains 203013 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 72127.992188
Iteration 371Q: 22 clusters Score -1.352799e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22118 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30559 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161330 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68529 members 
Mstep: Class 13 contains 48483 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27476 members 
Mstep: Class 16 contains 182811 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120150 members 
Mstep: Class 21 contains 42111 members 
Mstep: Class 22 contains 202996 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 372Q: 22 clusters Score -1.352799e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30563 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161326 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39481 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68523 members 
Mstep: Class 13 contains 48480 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27474 members 
Mstep: Class 16 contains 182826 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120148 members 
Mstep: Class 21 contains 42108 members 
Mstep: Class 22 contains 203006 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 373Q: 22 clusters Score -1.352799e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30567 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161314 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32980 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68517 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 27469 members 
Mstep: Class 16 contains 182857 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120144 members 
Mstep: Class 21 contains 42104 members 
Mstep: Class 22 contains 203012 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279632.000000 Penalty: 72127.992188
Iteration 374Q: 22 clusters Score -1.352796e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 639 members 
Mstep: Class 4 contains 30568 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161303 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32975 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39474 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68510 members 
Mstep: Class 13 contains 48468 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27466 members 
Mstep: Class 16 contains 182877 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120151 members 
Mstep: Class 21 contains 42102 members 
Mstep: Class 22 contains 203028 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279760.000000 Penalty: 72127.992188
Iteration 375Q: 22 clusters Score -1.352798e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 4 contains 30570 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161291 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32971 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39472 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68509 members 
Mstep: Class 13 contains 48464 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 27464 members 
Mstep: Class 16 contains 182899 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120147 members 
Mstep: Class 21 contains 42102 members 
Mstep: Class 22 contains 203032 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 376Q: 22 clusters Score -1.352799e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22116 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30571 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161290 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32972 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39465 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68506 members 
Mstep: Class 13 contains 48467 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 27464 members 
Mstep: Class 16 contains 182927 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120149 members 
Mstep: Class 21 contains 42100 members 
Mstep: Class 22 contains 203012 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279840.000000 Penalty: 72127.992188
Iteration 377Q: 22 clusters Score -1.352798e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30570 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161290 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32971 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39459 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68502 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 46182 members 
Mstep: Class 15 contains 27464 members 
Mstep: Class 16 contains 182956 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120146 members 
Mstep: Class 21 contains 42095 members 
Mstep: Class 22 contains 202999 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279776.000000 Penalty: 72127.992188
Iteration 378Q: 22 clusters Score -1.352798e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22111 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30572 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161293 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32965 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39456 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68495 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27464 members 
Mstep: Class 16 contains 182963 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120144 members 
Mstep: Class 21 contains 42093 members 
Mstep: Class 22 contains 203011 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 72127.992188
Iteration 379Q: 22 clusters Score -1.352799e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30574 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161286 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32962 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39453 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27463 members 
Mstep: Class 16 contains 182979 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120138 members 
Mstep: Class 21 contains 42095 members 
Mstep: Class 22 contains 203010 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279888.000000 Penalty: 72127.992188
Iteration 380F: 22 clusters Score -1.352799e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22112 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30577 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161288 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32958 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68500 members 
Mstep: Class 13 contains 48472 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 27461 members 
Mstep: Class 16 contains 182992 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120135 members 
Mstep: Class 21 contains 42089 members 
Mstep: Class 22 contains 203003 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279936.000000 Penalty: 72127.992188
Iteration 381Q: 22 clusters Score -1.352799e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22108 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161290 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32956 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39450 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68500 members 
Mstep: Class 13 contains 48473 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27462 members 
Mstep: Class 16 contains 183005 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120136 members 
Mstep: Class 21 contains 42083 members 
Mstep: Class 22 contains 202999 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279968.000000 Penalty: 72127.992188
Iteration 382Q: 22 clusters Score -1.3528e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22108 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161295 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32952 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27460 members 
Mstep: Class 16 contains 183022 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120128 members 
Mstep: Class 21 contains 42083 members 
Mstep: Class 22 contains 202998 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279840.000000 Penalty: 72127.992188
Iteration 383Q: 22 clusters Score -1.352798e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22109 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30578 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161297 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32949 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39449 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68491 members 
Mstep: Class 13 contains 48471 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27456 members 
Mstep: Class 16 contains 183021 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120126 members 
Mstep: Class 21 contains 42088 members 
Mstep: Class 22 contains 203003 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 384Q: 22 clusters Score -1.352799e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22104 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161296 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39450 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68489 members 
Mstep: Class 13 contains 48469 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27450 members 
Mstep: Class 16 contains 183038 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120126 members 
Mstep: Class 21 contains 42087 members 
Mstep: Class 22 contains 203002 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279904.000000 Penalty: 72127.992188
Iteration 385Q: 22 clusters Score -1.352799e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22104 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161293 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32945 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 48465 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 16 contains 183053 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120124 members 
Mstep: Class 21 contains 42084 members 
Mstep: Class 22 contains 202998 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279952.000000 Penalty: 72127.992188
Iteration 386Q: 22 clusters Score -1.3528e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22103 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161292 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32938 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39450 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68499 members 
Mstep: Class 13 contains 48464 members 
Mstep: Class 14 contains 46187 members 
Mstep: Class 15 contains 27439 members 
Mstep: Class 16 contains 183069 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120125 members 
Mstep: Class 21 contains 42082 members 
Mstep: Class 22 contains 202993 members 
Mstep: Class 23 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135280000.000000 Penalty: 72127.992188
Iteration 387Q: 22 clusters Score -1.3528e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22104 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161292 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32935 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39451 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68502 members 
Mstep: Class 13 contains 48463 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27436 members 
Mstep: Class 16 contains 183074 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120129 members 
Mstep: Class 21 contains 42078 members 
Mstep: Class 22 contains 202994 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279888.000000 Penalty: 72127.992188
Iteration 388Q: 22 clusters Score -1.352799e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22103 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30582 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161288 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32930 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48462 members 
Mstep: Class 14 contains 46186 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 183092 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120125 members 
Mstep: Class 21 contains 42078 members 
Mstep: Class 22 contains 202983 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279936.000000 Penalty: 72127.992188
Iteration 389Q: 22 clusters Score -1.352799e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30584 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161285 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32924 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39453 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68504 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27434 members 
Mstep: Class 16 contains 183112 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120123 members 
Mstep: Class 21 contains 42077 members 
Mstep: Class 22 contains 202981 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 390Q: 22 clusters Score -1.352798e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22101 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30585 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161275 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32921 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39452 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68503 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 183127 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120125 members 
Mstep: Class 21 contains 42073 members 
Mstep: Class 22 contains 202980 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 391Q: 22 clusters Score -1.352799e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22099 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30587 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161278 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32919 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39450 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68505 members 
Mstep: Class 13 contains 48459 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 27433 members 
Mstep: Class 16 contains 183141 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120125 members 
Mstep: Class 21 contains 42068 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 392Q: 22 clusters Score -1.352799e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30586 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161278 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32920 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39449 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68503 members 
Mstep: Class 13 contains 48456 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 27431 members 
Mstep: Class 16 contains 183163 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120126 members 
Mstep: Class 21 contains 42067 members 
Mstep: Class 22 contains 202962 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 393Q: 22 clusters Score -1.352799e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30586 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161275 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32918 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68506 members 
Mstep: Class 13 contains 48457 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27429 members 
Mstep: Class 16 contains 183185 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120118 members 
Mstep: Class 21 contains 42064 members 
Mstep: Class 22 contains 202961 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 394Q: 22 clusters Score -1.352798e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22094 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30589 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161269 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32916 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68502 members 
Mstep: Class 13 contains 48457 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 183212 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120109 members 
Mstep: Class 21 contains 42060 members 
Mstep: Class 22 contains 202962 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279888.000000 Penalty: 72127.992188
Iteration 395Q: 22 clusters Score -1.352799e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161264 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48458 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 183232 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120103 members 
Mstep: Class 21 contains 42060 members 
Mstep: Class 22 contains 202962 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 72127.992188
Iteration 396Q: 22 clusters Score -1.352799e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22093 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30598 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161261 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 48457 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 183245 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120095 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202961 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279920.000000 Penalty: 72127.992188
Iteration 397Q: 22 clusters Score -1.352799e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161248 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32909 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68494 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 46180 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 183266 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120095 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202955 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279952.000000 Penalty: 72127.992188
Iteration 398Q: 22 clusters Score -1.3528e+08 nChanged 83
Entering ConstructFrom: 
Score: -135279952.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118919.296875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118919.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119431.695312 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119431.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119824.851562 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119824.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120082.031250 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -120082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120392.054688 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120392.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120708.765625 Penalty: 3425.750488
	Iteration 5F: 3 clusters Score -120708.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120898.648438 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120898.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121067.742188 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -121067.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121239.828125 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -121239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -121279.226562 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -121279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121286.179688 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -121286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121286.179688 Penalty: 3425.750488
	Iteration 11F: 3 clusters Score -121286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161232 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 183298 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120089 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202953 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
Score: -135278608.000000 Penalty: 75562.656250
Splitting cluster 1 changes total score from -135279952.000000 to -135278608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Entering Unmasked Estep 
Score: -2824767.750000 Penalty: 2480.725586
	Iteration 0F: 2 clusters Score -2824768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2809262.750000 Penalty: 4961.451172
	Iteration 0F: 3 clusters Score -2809263 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2814448.750000 Penalty: 4961.451172
	Iteration 1F: 3 clusters Score -2814449 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2814831.250000 Penalty: 4961.451172
	Iteration 2F: 3 clusters Score -2814831 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2815135.750000 Penalty: 4961.451172
	Iteration 3Q: 3 clusters Score -2815136 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2815450.750000 Penalty: 4961.451172
	Iteration 4Q: 3 clusters Score -2815451 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2815747.000000 Penalty: 4961.451172
	Iteration 5Q: 3 clusters Score -2815747 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2816101.750000 Penalty: 4961.451172
	Iteration 6Q: 3 clusters Score -2816102 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2816483.250000 Penalty: 4961.451172
	Iteration 7Q: 3 clusters Score -2816483 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2816908.500000 Penalty: 4961.451172
	Iteration 8Q: 3 clusters Score -2816908 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2817349.250000 Penalty: 4961.451172
	Iteration 9Q: 3 clusters Score -2817349 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2817732.000000 Penalty: 4961.451172
	Iteration 10Q: 3 clusters Score -2817732 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2818055.000000 Penalty: 4961.451172
	Iteration 11Q: 3 clusters Score -2818055 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2818302.250000 Penalty: 4961.451172
	Iteration 12Q: 3 clusters Score -2818302 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2818489.750000 Penalty: 4961.451172
	Iteration 13Q: 3 clusters Score -2818490 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2818628.500000 Penalty: 4961.451172
	Iteration 14Q: 3 clusters Score -2818628 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2818750.250000 Penalty: 4961.451172
	Iteration 15Q: 3 clusters Score -2818750 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2818858.000000 Penalty: 4961.451172
	Iteration 16Q: 3 clusters Score -2818858 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2818928.000000 Penalty: 4961.451172
	Iteration 17Q: 3 clusters Score -2818928 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2818989.500000 Penalty: 4961.451172
	Iteration 18Q: 3 clusters Score -2818990 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2819050.750000 Penalty: 4961.451172
	Iteration 19Q: 3 clusters Score -2819051 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2819127.250000 Penalty: 4961.451172
	Iteration 20F: 3 clusters Score -2819127 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2819186.000000 Penalty: 4961.451172
	Iteration 21Q: 3 clusters Score -2819186 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2819235.250000 Penalty: 4961.451172
	Iteration 22Q: 3 clusters Score -2819235 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2819284.750000 Penalty: 4961.451172
	Iteration 23Q: 3 clusters Score -2819285 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2819340.750000 Penalty: 4961.451172
	Iteration 24Q: 3 clusters Score -2819341 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2819393.750000 Penalty: 4961.451172
	Iteration 25Q: 3 clusters Score -2819394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2819446.750000 Penalty: 4961.451172
	Iteration 26Q: 3 clusters Score -2819447 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2819541.250000 Penalty: 4961.451172
	Iteration 27Q: 3 clusters Score -2819541 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2819609.500000 Penalty: 4961.451172
	Iteration 28Q: 3 clusters Score -2819610 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2819699.250000 Penalty: 4961.451172
	Iteration 29Q: 3 clusters Score -2819699 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2819838.000000 Penalty: 4961.451172
	Iteration 30Q: 3 clusters Score -2819838 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2819977.750000 Penalty: 4961.451172
	Iteration 31Q: 3 clusters Score -2819978 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2820151.500000 Penalty: 4961.451172
	Iteration 32Q: 3 clusters Score -2820152 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2820351.750000 Penalty: 4961.451172
	Iteration 33Q: 3 clusters Score -2820352 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2820590.250000 Penalty: 4961.451172
	Iteration 34Q: 3 clusters Score -2820590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2820825.250000 Penalty: 4961.451172
	Iteration 35Q: 3 clusters Score -2820825 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2821046.750000 Penalty: 4961.451172
	Iteration 36Q: 3 clusters Score -2821047 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2821265.250000 Penalty: 4961.451172
	Iteration 37Q: 3 clusters Score -2821265 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2821431.500000 Penalty: 4961.451172
	Iteration 38Q: 3 clusters Score -2821432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2821599.500000 Penalty: 4961.451172
	Iteration 39Q: 3 clusters Score -2821600 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2821767.000000 Penalty: 4961.451172
	Iteration 40F: 3 clusters Score -2821767 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2821882.250000 Penalty: 4961.451172
	Iteration 41Q: 3 clusters Score -2821882 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2821965.750000 Penalty: 4961.451172
	Iteration 42Q: 3 clusters Score -2821966 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2822059.250000 Penalty: 4961.451172
	Iteration 43Q: 3 clusters Score -2822059 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2822146.000000 Penalty: 4961.451172
	Iteration 44Q: 3 clusters Score -2822146 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2822213.750000 Penalty: 4961.451172
	Iteration 45Q: 3 clusters Score -2822214 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2822283.500000 Penalty: 4961.451172
	Iteration 46Q: 3 clusters Score -2822284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2822341.750000 Penalty: 4961.451172
	Iteration 47Q: 3 clusters Score -2822342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2822376.500000 Penalty: 4961.451172
	Iteration 48Q: 3 clusters Score -2822376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2822420.250000 Penalty: 4961.451172
	Iteration 49Q: 3 clusters Score -2822420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2822446.500000 Penalty: 4961.451172
	Iteration 50Q: 3 clusters Score -2822446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2822465.750000 Penalty: 4961.451172
	Iteration 51Q: 3 clusters Score -2822466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2822485.500000 Penalty: 4961.451172
	Iteration 52Q: 3 clusters Score -2822486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2822494.000000 Penalty: 4961.451172
	Iteration 53Q: 3 clusters Score -2822494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2822504.000000 Penalty: 4961.451172
	Iteration 54Q: 3 clusters Score -2822504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2822519.500000 Penalty: 4961.451172
	Iteration 55Q: 3 clusters Score -2822520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2822530.000000 Penalty: 4961.451172
	Iteration 56Q: 3 clusters Score -2822530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2822545.750000 Penalty: 4961.451172
	Iteration 57Q: 3 clusters Score -2822546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2822561.250000 Penalty: 4961.451172
	Iteration 58Q: 3 clusters Score -2822561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2822570.250000 Penalty: 4961.451172
	Iteration 59Q: 3 clusters Score -2822570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2822574.000000 Penalty: 4961.451172
	Iteration 60F: 3 clusters Score -2822574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2822573.250000 Penalty: 4961.451172
	Iteration 61Q: 3 clusters Score -2822573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2822585.500000 Penalty: 4961.451172
	Iteration 62Q: 3 clusters Score -2822586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2822598.750000 Penalty: 4961.451172
	Iteration 63Q: 3 clusters Score -2822599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2822602.000000 Penalty: 4961.451172
	Iteration 64Q: 3 clusters Score -2822602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2822612.500000 Penalty: 4961.451172
	Iteration 65Q: 3 clusters Score -2822612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2822612.750000 Penalty: 4961.451172
	Iteration 66Q: 3 clusters Score -2822613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2822613.000000 Penalty: 4961.451172
	Iteration 67Q: 3 clusters Score -2822613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2822627.500000 Penalty: 4961.451172
	Iteration 68Q: 3 clusters Score -2822628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2822639.750000 Penalty: 4961.451172
	Iteration 69Q: 3 clusters Score -2822640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2822650.000000 Penalty: 4961.451172
	Iteration 70Q: 3 clusters Score -2822650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2822652.750000 Penalty: 4961.451172
	Iteration 71Q: 3 clusters Score -2822653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2822655.500000 Penalty: 4961.451172
	Iteration 72Q: 3 clusters Score -2822656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2822665.500000 Penalty: 4961.451172
	Iteration 73Q: 3 clusters Score -2822666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2822661.750000 Penalty: 4961.451172
	Iteration 74Q: 3 clusters Score -2822662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2822664.250000 Penalty: 4961.451172
	Iteration 75Q: 3 clusters Score -2822664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2822665.000000 Penalty: 4961.451172
	Iteration 76Q: 3 clusters Score -2822665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2822670.250000 Penalty: 4961.451172
	Iteration 77Q: 3 clusters Score -2822670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2822671.250000 Penalty: 4961.451172
	Iteration 78Q: 3 clusters Score -2822671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2822672.750000 Penalty: 4961.451172
	Iteration 79Q: 3 clusters Score -2822673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2822671.250000 Penalty: 4961.451172
	Iteration 80F: 3 clusters Score -2822671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2822671.000000 Penalty: 4961.451172
	Iteration 81Q: 3 clusters Score -2822671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2822669.250000 Penalty: 4961.451172
	Iteration 82Q: 3 clusters Score -2822669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2822669.250000 Penalty: 4961.451172
	Iteration 83Q: 3 clusters Score -2822669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2822669.000000 Penalty: 4961.451172
	Iteration 84Q: 3 clusters Score -2822669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2822675.250000 Penalty: 4961.451172
	Iteration 85Q: 3 clusters Score -2822675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2822677.500000 Penalty: 4961.451172
	Iteration 86Q: 3 clusters Score -2822678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2822679.250000 Penalty: 4961.451172
	Iteration 87Q: 3 clusters Score -2822679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2822676.750000 Penalty: 4961.451172
	Iteration 88Q: 3 clusters Score -2822677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2822677.000000 Penalty: 4961.451172
	Iteration 89Q: 3 clusters Score -2822677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2822673.500000 Penalty: 4961.451172
	Iteration 90Q: 3 clusters Score -2822674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2822676.750000 Penalty: 4961.451172
	Iteration 91Q: 3 clusters Score -2822677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2822682.750000 Penalty: 4961.451172
	Iteration 92Q: 3 clusters Score -2822683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2822690.250000 Penalty: 4961.451172
	Iteration 93Q: 3 clusters Score -2822690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2822698.250000 Penalty: 4961.451172
	Iteration 94Q: 3 clusters Score -2822698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2822697.000000 Penalty: 4961.451172
	Iteration 95Q: 3 clusters Score -2822697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2822697.500000 Penalty: 4961.451172
	Iteration 96Q: 3 clusters Score -2822698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2822700.250000 Penalty: 4961.451172
	Iteration 97Q: 3 clusters Score -2822700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2822696.500000 Penalty: 4961.451172
	Iteration 98Q: 3 clusters Score -2822696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2822695.000000 Penalty: 4961.451172
	Iteration 99Q: 3 clusters Score -2822695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2822702.500000 Penalty: 4961.451172
	Iteration 100F: 3 clusters Score -2822702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2822701.500000 Penalty: 4961.451172
	Iteration 101Q: 3 clusters Score -2822702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2822706.250000 Penalty: 4961.451172
	Iteration 102Q: 3 clusters Score -2822706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2822706.250000 Penalty: 4961.451172
	Iteration 103Q: 3 clusters Score -2822706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2822706.250000 Penalty: 4961.451172
	Iteration 104Q: 3 clusters Score -2822706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2822711.500000 Penalty: 4961.451172
	Iteration 105Q: 3 clusters Score -2822712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2822711.500000 Penalty: 4961.451172
	Iteration 106F: 3 clusters Score -2822712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -78953.531250 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -78953.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77295.796875 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -77295.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77553.820312 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -77553.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77609.406250 Penalty: 3202.557617
	Iteration 2Q: 3 clusters Score -77609.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77632.507812 Penalty: 3202.557617
	Iteration 3Q: 3 clusters Score -77632.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77642.804688 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -77642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77654.820312 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -77654.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77657.515625 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -77657.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77657.515625 Penalty: 3202.557617
	Iteration 7F: 3 clusters Score -77657.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Entering Unmasked Estep 
Score: -3925392.750000 Penalty: 2561.579834
	Iteration 0F: 2 clusters Score -3925393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3904433.250000 Penalty: 5123.159668
	Iteration 0F: 3 clusters Score -3904433 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3911882.750000 Penalty: 5123.159668
	Iteration 1F: 3 clusters Score -3911883 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3912394.500000 Penalty: 5123.159668
	Iteration 2Q: 3 clusters Score -3912394 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3912919.500000 Penalty: 5123.159668
	Iteration 3Q: 3 clusters Score -3912920 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3913522.000000 Penalty: 5123.159668
	Iteration 4Q: 3 clusters Score -3913522 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3914340.250000 Penalty: 5123.159668
	Iteration 5F: 3 clusters Score -3914340 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3915473.250000 Penalty: 5123.159668
	Iteration 6F: 3 clusters Score -3915473 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3917124.000000 Penalty: 5123.159668
	Iteration 7F: 3 clusters Score -3917124 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3919090.500000 Penalty: 5123.159668
	Iteration 8F: 3 clusters Score -3919090 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3920952.250000 Penalty: 5123.159668
	Iteration 9F: 3 clusters Score -3920952 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3922178.750000 Penalty: 5123.159668
	Iteration 10Q: 3 clusters Score -3922179 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3922808.750000 Penalty: 5123.159668
	Iteration 11Q: 3 clusters Score -3922809 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3923047.500000 Penalty: 5123.159668
	Iteration 12Q: 3 clusters Score -3923048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3923194.250000 Penalty: 5123.159668
	Iteration 13Q: 3 clusters Score -3923194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3923275.250000 Penalty: 5123.159668
	Iteration 14Q: 3 clusters Score -3923275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3923299.750000 Penalty: 5123.159668
	Iteration 15Q: 3 clusters Score -3923300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3923311.000000 Penalty: 5123.159668
	Iteration 16Q: 3 clusters Score -3923311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3923327.750000 Penalty: 5123.159668
	Iteration 17Q: 3 clusters Score -3923328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3923342.750000 Penalty: 5123.159668
	Iteration 18Q: 3 clusters Score -3923343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3923352.500000 Penalty: 5123.159668
	Iteration 19Q: 3 clusters Score -3923352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3923354.750000 Penalty: 5123.159668
	Iteration 20F: 3 clusters Score -3923355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3923355.250000 Penalty: 5123.159668
	Iteration 21Q: 3 clusters Score -3923355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -3923353.250000 Penalty: 5123.159668
	Iteration 22Q: 3 clusters Score -3923353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3923359.250000 Penalty: 5123.159668
	Iteration 23Q: 3 clusters Score -3923359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3923359.250000 Penalty: 5123.159668
	Iteration 24Q: 3 clusters Score -3923359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3923365.250000 Penalty: 5123.159668
	Iteration 25Q: 3 clusters Score -3923365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3923375.500000 Penalty: 5123.159668
	Iteration 26Q: 3 clusters Score -3923376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3923375.000000 Penalty: 5123.159668
	Iteration 27Q: 3 clusters Score -3923375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3923375.000000 Penalty: 5123.159668
	Iteration 28F: 3 clusters Score -3923375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112656.468750 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112656.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113193.085938 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -113193.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113776.062500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113776.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113960.960938 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114095.898438 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -114095.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114169.781250 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -114169.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114249.953125 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114295.953125 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114349.976562 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114393.101562 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114393.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114436.601562 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114465.789062 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114499.898438 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114553.453125 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114634.085938 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114713.960938 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -114730.265625 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114734.382812 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114738.734375 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114743.757812 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114743.757812 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 161232 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 183298 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120089 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202953 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
Score: -135278400.000000 Penalty: 75562.656250
Splitting cluster 5 changes total score from -135279952.000000 to -135278400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Entering Unmasked Estep 
Score: -21507468.000000 Penalty: 2973.668701
	Iteration 0F: 2 clusters Score -2.150747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -21405276.000000 Penalty: 5947.337402
	Iteration 0F: 3 clusters Score -2.140528e+07 nChanged 77314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -21449796.000000 Penalty: 5947.337402
	Iteration 1F: 3 clusters Score -2.14498e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -21450704.000000 Penalty: 5947.337402
	Iteration 2Q: 3 clusters Score -2.14507e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -21451662.000000 Penalty: 5947.337402
	Iteration 3Q: 3 clusters Score -2.145166e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -21452552.000000 Penalty: 5947.337402
	Iteration 4Q: 3 clusters Score -2.145255e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -21453616.000000 Penalty: 5947.337402
	Iteration 5Q: 3 clusters Score -2.145362e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -21455252.000000 Penalty: 5947.337402
	Iteration 6Q: 3 clusters Score -2.145525e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -21457252.000000 Penalty: 5947.337402
	Iteration 7Q: 3 clusters Score -2.145725e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -21461160.000000 Penalty: 5947.337402
	Iteration 8Q: 3 clusters Score -2.146116e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110680 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -21467122.000000 Penalty: 5947.337402
	Iteration 9F: 3 clusters Score -2.146712e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -21475414.000000 Penalty: 5947.337402
	Iteration 10F: 3 clusters Score -2.147541e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -21484658.000000 Penalty: 5947.337402
	Iteration 11F: 3 clusters Score -2.148466e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -21492782.000000 Penalty: 5947.337402
	Iteration 12F: 3 clusters Score -2.149278e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -21497870.000000 Penalty: 5947.337402
	Iteration 13Q: 3 clusters Score -2.149787e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -21500710.000000 Penalty: 5947.337402
	Iteration 14Q: 3 clusters Score -2.150071e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -21501988.000000 Penalty: 5947.337402
	Iteration 15Q: 3 clusters Score -2.150199e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -21502698.000000 Penalty: 5947.337402
	Iteration 16Q: 3 clusters Score -2.15027e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -21503180.000000 Penalty: 5947.337402
	Iteration 17Q: 3 clusters Score -2.150318e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -21503574.000000 Penalty: 5947.337402
	Iteration 18Q: 3 clusters Score -2.150357e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -21503980.000000 Penalty: 5947.337402
	Iteration 19Q: 3 clusters Score -2.150398e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -21504294.000000 Penalty: 5947.337402
	Iteration 20F: 3 clusters Score -2.150429e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -21504508.000000 Penalty: 5947.337402
	Iteration 21Q: 3 clusters Score -2.150451e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -21504628.000000 Penalty: 5947.337402
	Iteration 22Q: 3 clusters Score -2.150463e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -21504624.000000 Penalty: 5947.337402
	Iteration 23Q: 3 clusters Score -2.150462e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -21504780.000000 Penalty: 5947.337402
	Iteration 24Q: 3 clusters Score -2.150478e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -21504822.000000 Penalty: 5947.337402
	Iteration 25Q: 3 clusters Score -2.150482e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -21504890.000000 Penalty: 5947.337402
	Iteration 26Q: 3 clusters Score -2.150489e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -21504886.000000 Penalty: 5947.337402
	Iteration 27Q: 3 clusters Score -2.150489e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -21504926.000000 Penalty: 5947.337402
	Iteration 28Q: 3 clusters Score -2.150493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -21504938.000000 Penalty: 5947.337402
	Iteration 29Q: 3 clusters Score -2.150494e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -21505000.000000 Penalty: 5947.337402
	Iteration 30Q: 3 clusters Score -2.1505e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -21505012.000000 Penalty: 5947.337402
	Iteration 31Q: 3 clusters Score -2.150501e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -21505028.000000 Penalty: 5947.337402
	Iteration 32Q: 3 clusters Score -2.150503e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -21505034.000000 Penalty: 5947.337402
	Iteration 33Q: 3 clusters Score -2.150503e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -21505114.000000 Penalty: 5947.337402
	Iteration 34Q: 3 clusters Score -2.150511e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -21505150.000000 Penalty: 5947.337402
	Iteration 35Q: 3 clusters Score -2.150515e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -21505202.000000 Penalty: 5947.337402
	Iteration 36Q: 3 clusters Score -2.15052e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -21505166.000000 Penalty: 5947.337402
	Iteration 37Q: 3 clusters Score -2.150517e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -21505204.000000 Penalty: 5947.337402
	Iteration 38Q: 3 clusters Score -2.15052e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155608 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -21505244.000000 Penalty: 5947.337402
	Iteration 39Q: 3 clusters Score -2.150524e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -21505244.000000 Penalty: 5947.337402
	Iteration 40F: 3 clusters Score -2.150524e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155799 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -21505250.000000 Penalty: 5947.337402
	Iteration 41Q: 3 clusters Score -2.150525e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -21505238.000000 Penalty: 5947.337402
	Iteration 42Q: 3 clusters Score -2.150524e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -21505230.000000 Penalty: 5947.337402
	Iteration 43Q: 3 clusters Score -2.150523e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -21505256.000000 Penalty: 5947.337402
	Iteration 44Q: 3 clusters Score -2.150526e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -21505286.000000 Penalty: 5947.337402
	Iteration 45Q: 3 clusters Score -2.150529e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -21505312.000000 Penalty: 5947.337402
	Iteration 46Q: 3 clusters Score -2.150531e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -21505334.000000 Penalty: 5947.337402
	Iteration 47Q: 3 clusters Score -2.150533e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -21505322.000000 Penalty: 5947.337402
	Iteration 48Q: 3 clusters Score -2.150532e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -21505330.000000 Penalty: 5947.337402
	Iteration 49Q: 3 clusters Score -2.150533e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -21505324.000000 Penalty: 5947.337402
	Iteration 50Q: 3 clusters Score -2.150532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -21505346.000000 Penalty: 5947.337402
	Iteration 51Q: 3 clusters Score -2.150535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -21505384.000000 Penalty: 5947.337402
	Iteration 52Q: 3 clusters Score -2.150538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -21505398.000000 Penalty: 5947.337402
	Iteration 53Q: 3 clusters Score -2.15054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156663 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -21505384.000000 Penalty: 5947.337402
	Iteration 54Q: 3 clusters Score -2.150538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -21505396.000000 Penalty: 5947.337402
	Iteration 55Q: 3 clusters Score -2.15054e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -21505458.000000 Penalty: 5947.337402
	Iteration 56Q: 3 clusters Score -2.150546e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156817 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -21505448.000000 Penalty: 5947.337402
	Iteration 57Q: 3 clusters Score -2.150545e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -21505466.000000 Penalty: 5947.337402
	Iteration 58Q: 3 clusters Score -2.150547e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -21505480.000000 Penalty: 5947.337402
	Iteration 59Q: 3 clusters Score -2.150548e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -21505488.000000 Penalty: 5947.337402
	Iteration 60F: 3 clusters Score -2.150549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -21505544.000000 Penalty: 5947.337402
	Iteration 61Q: 3 clusters Score -2.150554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21505550.000000 Penalty: 5947.337402
	Iteration 62Q: 3 clusters Score -2.150555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -21505554.000000 Penalty: 5947.337402
	Iteration 63Q: 3 clusters Score -2.150555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -21505550.000000 Penalty: 5947.337402
	Iteration 64Q: 3 clusters Score -2.150555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157111 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -21505546.000000 Penalty: 5947.337402
	Iteration 65Q: 3 clusters Score -2.150555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157140 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -21505554.000000 Penalty: 5947.337402
	Iteration 66Q: 3 clusters Score -2.150555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -21505558.000000 Penalty: 5947.337402
	Iteration 67Q: 3 clusters Score -2.150556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -21505578.000000 Penalty: 5947.337402
	Iteration 68Q: 3 clusters Score -2.150558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -21505588.000000 Penalty: 5947.337402
	Iteration 69Q: 3 clusters Score -2.150559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157248 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21505592.000000 Penalty: 5947.337402
	Iteration 70Q: 3 clusters Score -2.150559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21505604.000000 Penalty: 5947.337402
	Iteration 71Q: 3 clusters Score -2.15056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -21505608.000000 Penalty: 5947.337402
	Iteration 72Q: 3 clusters Score -2.150561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -21505602.000000 Penalty: 5947.337402
	Iteration 73Q: 3 clusters Score -2.15056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21505616.000000 Penalty: 5947.337402
	Iteration 74Q: 3 clusters Score -2.150562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -21505626.000000 Penalty: 5947.337402
	Iteration 75Q: 3 clusters Score -2.150563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157332 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -21505622.000000 Penalty: 5947.337402
	Iteration 76Q: 3 clusters Score -2.150562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -21505626.000000 Penalty: 5947.337402
	Iteration 77Q: 3 clusters Score -2.150563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -21505646.000000 Penalty: 5947.337402
	Iteration 78Q: 3 clusters Score -2.150565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21505654.000000 Penalty: 5947.337402
	Iteration 79Q: 3 clusters Score -2.150565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21505642.000000 Penalty: 5947.337402
	Iteration 80F: 3 clusters Score -2.150564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21505652.000000 Penalty: 5947.337402
	Iteration 81Q: 3 clusters Score -2.150565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -21505640.000000 Penalty: 5947.337402
	Iteration 82Q: 3 clusters Score -2.150564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157401 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21505646.000000 Penalty: 5947.337402
	Iteration 83Q: 3 clusters Score -2.150565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21505660.000000 Penalty: 5947.337402
	Iteration 84Q: 3 clusters Score -2.150566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -21505662.000000 Penalty: 5947.337402
	Iteration 85Q: 3 clusters Score -2.150566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21505652.000000 Penalty: 5947.337402
	Iteration 86Q: 3 clusters Score -2.150565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -21505636.000000 Penalty: 5947.337402
	Iteration 87Q: 3 clusters Score -2.150564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21505614.000000 Penalty: 5947.337402
	Iteration 88Q: 3 clusters Score -2.150561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21505638.000000 Penalty: 5947.337402
	Iteration 89Q: 3 clusters Score -2.150564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -21505638.000000 Penalty: 5947.337402
	Iteration 90Q: 3 clusters Score -2.150564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -21505620.000000 Penalty: 5947.337402
	Iteration 91Q: 3 clusters Score -2.150562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157479 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21505634.000000 Penalty: 5947.337402
	Iteration 92Q: 3 clusters Score -2.150563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21505638.000000 Penalty: 5947.337402
	Iteration 93Q: 3 clusters Score -2.150564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -21505642.000000 Penalty: 5947.337402
	Iteration 94Q: 3 clusters Score -2.150564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -21505642.000000 Penalty: 5947.337402
	Iteration 95Q: 3 clusters Score -2.150564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21505656.000000 Penalty: 5947.337402
	Iteration 96Q: 3 clusters Score -2.150566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21505652.000000 Penalty: 5947.337402
	Iteration 97Q: 3 clusters Score -2.150565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -21505648.000000 Penalty: 5947.337402
	Iteration 98Q: 3 clusters Score -2.150565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21505642.000000 Penalty: 5947.337402
	Iteration 99Q: 3 clusters Score -2.150564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21505644.000000 Penalty: 5947.337402
	Iteration 100F: 3 clusters Score -2.150564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21505660.000000 Penalty: 5947.337402
	Iteration 101Q: 3 clusters Score -2.150566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21505660.000000 Penalty: 5947.337402
	Iteration 102F: 3 clusters Score -2.150566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -189070.843750 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -189070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -186794.359375 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -186794.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187149.296875 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -187149.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187226.796875 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -187226.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187254.359375 Penalty: 3609.514893
	Iteration 3Q: 3 clusters Score -187254.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -187286.593750 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -187286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187311.296875 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -187311.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187330.093750 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -187330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187343.328125 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -187343.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -187353.093750 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -187353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187358.140625 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -187358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187366.000000 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -187366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187376.078125 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -187376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -187384.718750 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -187384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187390.703125 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -187390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187397.203125 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -187397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -187404.296875 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -187404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187406.953125 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -187407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -187407.437500 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -187407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187408.125000 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -187408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -187408.125000 Penalty: 3609.514893
	Iteration 19F: 3 clusters Score -187408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Entering Unmasked Estep 
Score: -4333234.000000 Penalty: 2579.504639
	Iteration 0F: 2 clusters Score -4333234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4310718.000000 Penalty: 5159.009277
	Iteration 0F: 3 clusters Score -4310718 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4318811.000000 Penalty: 5159.009277
	Iteration 1F: 3 clusters Score -4318811 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4319263.000000 Penalty: 5159.009277
	Iteration 2Q: 3 clusters Score -4319263 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4319712.000000 Penalty: 5159.009277
	Iteration 3Q: 3 clusters Score -4319712 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4320230.000000 Penalty: 5159.009277
	Iteration 4Q: 3 clusters Score -4320230 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4320897.500000 Penalty: 5159.009277
	Iteration 5Q: 3 clusters Score -4320898 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4321876.000000 Penalty: 5159.009277
	Iteration 6F: 3 clusters Score -4321876 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4323303.000000 Penalty: 5159.009277
	Iteration 7F: 3 clusters Score -4323303 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4325235.000000 Penalty: 5159.009277
	Iteration 8F: 3 clusters Score -4325235 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4327270.000000 Penalty: 5159.009277
	Iteration 9F: 3 clusters Score -4327270 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4329062.000000 Penalty: 5159.009277
	Iteration 10F: 3 clusters Score -4329062 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4330036.000000 Penalty: 5159.009277
	Iteration 11Q: 3 clusters Score -4330036 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4330505.000000 Penalty: 5159.009277
	Iteration 12Q: 3 clusters Score -4330505 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4330710.000000 Penalty: 5159.009277
	Iteration 13Q: 3 clusters Score -4330710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4330805.500000 Penalty: 5159.009277
	Iteration 14Q: 3 clusters Score -4330806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4330854.500000 Penalty: 5159.009277
	Iteration 15Q: 3 clusters Score -4330854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4330891.000000 Penalty: 5159.009277
	Iteration 16Q: 3 clusters Score -4330891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4330902.000000 Penalty: 5159.009277
	Iteration 17Q: 3 clusters Score -4330902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4330916.500000 Penalty: 5159.009277
	Iteration 18Q: 3 clusters Score -4330916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4330924.500000 Penalty: 5159.009277
	Iteration 19Q: 3 clusters Score -4330924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4330930.500000 Penalty: 5159.009277
	Iteration 20F: 3 clusters Score -4330930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4330932.500000 Penalty: 5159.009277
	Iteration 21Q: 3 clusters Score -4330932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4330931.500000 Penalty: 5159.009277
	Iteration 22Q: 3 clusters Score -4330932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4330934.500000 Penalty: 5159.009277
	Iteration 23Q: 3 clusters Score -4330934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4330934.500000 Penalty: 5159.009277
	Iteration 24F: 3 clusters Score -4330934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125365.890625 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125365.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126012.515625 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -126012.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126490.718750 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126490.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126998.406250 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126998.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127535.085938 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -127535.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -127784.085938 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -127784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127817.250000 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -127817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127826.320312 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127827.664062 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127827.664062 Penalty: 3457.482178
	Iteration 9F: 3 clusters Score -127827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161232 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 183298 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120089 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202953 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
Score: -135278816.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135279952.000000 to -135278816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Entering Unmasked Estep 
Score: -5314564.500000 Penalty: 2624.456299
	Iteration 0F: 2 clusters Score -5314564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5287813.500000 Penalty: 5248.912598
	Iteration 0F: 3 clusters Score -5287814 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5297718.000000 Penalty: 5248.912598
	Iteration 1F: 3 clusters Score -5297718 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5298303.500000 Penalty: 5248.912598
	Iteration 2Q: 3 clusters Score -5298304 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5298927.500000 Penalty: 5248.912598
	Iteration 3Q: 3 clusters Score -5298928 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5299652.000000 Penalty: 5248.912598
	Iteration 4Q: 3 clusters Score -5299652 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5300591.500000 Penalty: 5248.912598
	Iteration 5Q: 3 clusters Score -5300592 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5301768.000000 Penalty: 5248.912598
	Iteration 6Q: 3 clusters Score -5301768 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5303312.000000 Penalty: 5248.912598
	Iteration 7F: 3 clusters Score -5303312 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5304946.000000 Penalty: 5248.912598
	Iteration 8F: 3 clusters Score -5304946 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -5306540.000000 Penalty: 5248.912598
	Iteration 9F: 3 clusters Score -5306540 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5307965.000000 Penalty: 5248.912598
	Iteration 10Q: 3 clusters Score -5307965 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -5309133.500000 Penalty: 5248.912598
	Iteration 11Q: 3 clusters Score -5309134 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5310010.500000 Penalty: 5248.912598
	Iteration 12Q: 3 clusters Score -5310010 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5310590.000000 Penalty: 5248.912598
	Iteration 13Q: 3 clusters Score -5310590 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5310982.000000 Penalty: 5248.912598
	Iteration 14Q: 3 clusters Score -5310982 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5311280.000000 Penalty: 5248.912598
	Iteration 15Q: 3 clusters Score -5311280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5311498.500000 Penalty: 5248.912598
	Iteration 16Q: 3 clusters Score -5311498 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5311656.500000 Penalty: 5248.912598
	Iteration 17Q: 3 clusters Score -5311656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5311811.000000 Penalty: 5248.912598
	Iteration 18Q: 3 clusters Score -5311811 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -5311910.500000 Penalty: 5248.912598
	Iteration 19Q: 3 clusters Score -5311910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5311999.000000 Penalty: 5248.912598
	Iteration 20F: 3 clusters Score -5311999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5312050.500000 Penalty: 5248.912598
	Iteration 21Q: 3 clusters Score -5312050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5312096.500000 Penalty: 5248.912598
	Iteration 22Q: 3 clusters Score -5312096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5312117.000000 Penalty: 5248.912598
	Iteration 23Q: 3 clusters Score -5312117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -5312151.500000 Penalty: 5248.912598
	Iteration 24Q: 3 clusters Score -5312152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5312182.500000 Penalty: 5248.912598
	Iteration 25Q: 3 clusters Score -5312182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5312211.000000 Penalty: 5248.912598
	Iteration 26Q: 3 clusters Score -5312211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5312241.000000 Penalty: 5248.912598
	Iteration 27Q: 3 clusters Score -5312241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5312257.500000 Penalty: 5248.912598
	Iteration 28Q: 3 clusters Score -5312258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -5312286.000000 Penalty: 5248.912598
	Iteration 29Q: 3 clusters Score -5312286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5312300.000000 Penalty: 5248.912598
	Iteration 30Q: 3 clusters Score -5312300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -5312300.500000 Penalty: 5248.912598
	Iteration 31Q: 3 clusters Score -5312300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5312308.500000 Penalty: 5248.912598
	Iteration 32Q: 3 clusters Score -5312308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5312313.500000 Penalty: 5248.912598
	Iteration 33Q: 3 clusters Score -5312314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5312315.000000 Penalty: 5248.912598
	Iteration 34Q: 3 clusters Score -5312315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -5312321.500000 Penalty: 5248.912598
	Iteration 35Q: 3 clusters Score -5312322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5312319.000000 Penalty: 5248.912598
	Iteration 36Q: 3 clusters Score -5312319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5312319.000000 Penalty: 5248.912598
	Iteration 37Q: 3 clusters Score -5312319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5312319.000000 Penalty: 5248.912598
	Iteration 38F: 3 clusters Score -5312319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -324634.312500 Penalty: 1954.439575
	Iteration 0F: 2 clusters Score -324634.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321647.093750 Penalty: 3908.879150
	Iteration 0F: 3 clusters Score -321647.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322270.718750 Penalty: 3908.879150
	Iteration 1F: 3 clusters Score -322270.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322416.812500 Penalty: 3908.879150
	Iteration 2F: 3 clusters Score -322416.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322512.093750 Penalty: 3908.879150
	Iteration 3Q: 3 clusters Score -322512.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -322584.312500 Penalty: 3908.879150
	Iteration 4Q: 3 clusters Score -322584.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322658.468750 Penalty: 3908.879150
	Iteration 5Q: 3 clusters Score -322658.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -322717.687500 Penalty: 3908.879150
	Iteration 6Q: 3 clusters Score -322717.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -322775.875000 Penalty: 3908.879150
	Iteration 7Q: 3 clusters Score -322775.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322842.437500 Penalty: 3908.879150
	Iteration 8Q: 3 clusters Score -322842.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322926.656250 Penalty: 3908.879150
	Iteration 9Q: 3 clusters Score -322926.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -323051.093750 Penalty: 3908.879150
	Iteration 10Q: 3 clusters Score -323051.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -323204.468750 Penalty: 3908.879150
	Iteration 11Q: 3 clusters Score -323204.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -323346.125000 Penalty: 3908.879150
	Iteration 12Q: 3 clusters Score -323346.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -323437.937500 Penalty: 3908.879150
	Iteration 13Q: 3 clusters Score -323437.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -323490.125000 Penalty: 3908.879150
	Iteration 14Q: 3 clusters Score -323490.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -323525.218750 Penalty: 3908.879150
	Iteration 15Q: 3 clusters Score -323525.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -323545.531250 Penalty: 3908.879150
	Iteration 16Q: 3 clusters Score -323545.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -323567.687500 Penalty: 3908.879150
	Iteration 17Q: 3 clusters Score -323567.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323593.437500 Penalty: 3908.879150
	Iteration 18Q: 3 clusters Score -323593.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323615.875000 Penalty: 3908.879150
	Iteration 19Q: 3 clusters Score -323615.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323629.281250 Penalty: 3908.879150
	Iteration 20F: 3 clusters Score -323629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323638.468750 Penalty: 3908.879150
	Iteration 21Q: 3 clusters Score -323638.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -323647.093750 Penalty: 3908.879150
	Iteration 22Q: 3 clusters Score -323647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -323650.500000 Penalty: 3908.879150
	Iteration 23Q: 3 clusters Score -323650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -323651.562500 Penalty: 3908.879150
	Iteration 24Q: 3 clusters Score -323651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -323653.468750 Penalty: 3908.879150
	Iteration 25Q: 3 clusters Score -323653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -323655.250000 Penalty: 3908.879150
	Iteration 26Q: 3 clusters Score -323655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -323657.375000 Penalty: 3908.879150
	Iteration 27Q: 3 clusters Score -323657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -323659.375000 Penalty: 3908.879150
	Iteration 28Q: 3 clusters Score -323659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323660.468750 Penalty: 3908.879150
	Iteration 29Q: 3 clusters Score -323660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -323662.750000 Penalty: 3908.879150
	Iteration 30Q: 3 clusters Score -323662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323663.968750 Penalty: 3908.879150
	Iteration 31Q: 3 clusters Score -323664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -323664.750000 Penalty: 3908.879150
	Iteration 32Q: 3 clusters Score -323664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -323666.437500 Penalty: 3908.879150
	Iteration 33Q: 3 clusters Score -323666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323669.468750 Penalty: 3908.879150
	Iteration 34Q: 3 clusters Score -323669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323670.625000 Penalty: 3908.879150
	Iteration 35Q: 3 clusters Score -323670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -323671.250000 Penalty: 3908.879150
	Iteration 36Q: 3 clusters Score -323671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -323671.250000 Penalty: 3908.879150
	Iteration 37F: 3 clusters Score -323671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Entering Unmasked Estep 
Score: -9185938.000000 Penalty: 2761.352783
	Iteration 0F: 2 clusters Score -9185938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -9139965.000000 Penalty: 5522.705566
	Iteration 0F: 3 clusters Score -9139965 nChanged 32055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -9157705.000000 Penalty: 5522.705566
	Iteration 1F: 3 clusters Score -9157705 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9158258.000000 Penalty: 5522.705566
	Iteration 2Q: 3 clusters Score -9158258 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -9158708.000000 Penalty: 5522.705566
	Iteration 3Q: 3 clusters Score -9158708 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -9159196.000000 Penalty: 5522.705566
	Iteration 4Q: 3 clusters Score -9159196 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -9159845.000000 Penalty: 5522.705566
	Iteration 5Q: 3 clusters Score -9159845 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -9160763.000000 Penalty: 5522.705566
	Iteration 6Q: 3 clusters Score -9160763 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9162198.000000 Penalty: 5522.705566
	Iteration 7Q: 3 clusters Score -9162198 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -9164768.000000 Penalty: 5522.705566
	Iteration 8F: 3 clusters Score -9164768 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -9168715.000000 Penalty: 5522.705566
	Iteration 9F: 3 clusters Score -9168715 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -9173777.000000 Penalty: 5522.705566
	Iteration 10F: 3 clusters Score -9173777 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -9178350.000000 Penalty: 5522.705566
	Iteration 11F: 3 clusters Score -9178350 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9181170.000000 Penalty: 5522.705566
	Iteration 12Q: 3 clusters Score -9181170 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9182515.000000 Penalty: 5522.705566
	Iteration 13Q: 3 clusters Score -9182515 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9183013.000000 Penalty: 5522.705566
	Iteration 14Q: 3 clusters Score -9183013 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9183247.000000 Penalty: 5522.705566
	Iteration 15Q: 3 clusters Score -9183247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9183377.000000 Penalty: 5522.705566
	Iteration 16Q: 3 clusters Score -9183377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9183429.000000 Penalty: 5522.705566
	Iteration 17Q: 3 clusters Score -9183429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9183474.000000 Penalty: 5522.705566
	Iteration 18Q: 3 clusters Score -9183474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9183507.000000 Penalty: 5522.705566
	Iteration 19Q: 3 clusters Score -9183507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9183516.000000 Penalty: 5522.705566
	Iteration 20F: 3 clusters Score -9183516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9183533.000000 Penalty: 5522.705566
	Iteration 21Q: 3 clusters Score -9183533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9183544.000000 Penalty: 5522.705566
	Iteration 22Q: 3 clusters Score -9183544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9183556.000000 Penalty: 5522.705566
	Iteration 23Q: 3 clusters Score -9183556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9183563.000000 Penalty: 5522.705566
	Iteration 24Q: 3 clusters Score -9183563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9183563.000000 Penalty: 5522.705566
	Iteration 25Q: 3 clusters Score -9183563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9183574.000000 Penalty: 5522.705566
	Iteration 26Q: 3 clusters Score -9183574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9183573.000000 Penalty: 5522.705566
	Iteration 27Q: 3 clusters Score -9183573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9183576.000000 Penalty: 5522.705566
	Iteration 28Q: 3 clusters Score -9183576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9183572.000000 Penalty: 5522.705566
	Iteration 29Q: 3 clusters Score -9183572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9183577.000000 Penalty: 5522.705566
	Iteration 30Q: 3 clusters Score -9183577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9183580.000000 Penalty: 5522.705566
	Iteration 31Q: 3 clusters Score -9183580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9183580.000000 Penalty: 5522.705566
	Iteration 32F: 3 clusters Score -9183580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Entering Unmasked Estep 
Score: -6519727.000000 Penalty: 2675.520996
	Iteration 0F: 2 clusters Score -6519727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6486946.500000 Penalty: 5351.041992
	Iteration 0F: 3 clusters Score -6486946 nChanged 22410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6499496.000000 Penalty: 5351.041992
	Iteration 1F: 3 clusters Score -6499496 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6499888.000000 Penalty: 5351.041992
	Iteration 2Q: 3 clusters Score -6499888 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6500318.500000 Penalty: 5351.041992
	Iteration 3Q: 3 clusters Score -6500318 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6500741.000000 Penalty: 5351.041992
	Iteration 4Q: 3 clusters Score -6500741 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -6501244.500000 Penalty: 5351.041992
	Iteration 5Q: 3 clusters Score -6501244 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -6501958.000000 Penalty: 5351.041992
	Iteration 6Q: 3 clusters Score -6501958 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -6503264.000000 Penalty: 5351.041992
	Iteration 7F: 3 clusters Score -6503264 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6505268.500000 Penalty: 5351.041992
	Iteration 8F: 3 clusters Score -6505268 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -6508212.500000 Penalty: 5351.041992
	Iteration 9F: 3 clusters Score -6508212 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -6511475.500000 Penalty: 5351.041992
	Iteration 10F: 3 clusters Score -6511476 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6514127.500000 Penalty: 5351.041992
	Iteration 11F: 3 clusters Score -6514128 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6515753.500000 Penalty: 5351.041992
	Iteration 12Q: 3 clusters Score -6515754 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -6516633.500000 Penalty: 5351.041992
	Iteration 13Q: 3 clusters Score -6516634 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6517053.500000 Penalty: 5351.041992
	Iteration 14Q: 3 clusters Score -6517054 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6517295.000000 Penalty: 5351.041992
	Iteration 15Q: 3 clusters Score -6517295 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6517425.500000 Penalty: 5351.041992
	Iteration 16Q: 3 clusters Score -6517426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6517500.000000 Penalty: 5351.041992
	Iteration 17Q: 3 clusters Score -6517500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6517549.000000 Penalty: 5351.041992
	Iteration 18Q: 3 clusters Score -6517549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6517587.000000 Penalty: 5351.041992
	Iteration 19Q: 3 clusters Score -6517587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6517606.500000 Penalty: 5351.041992
	Iteration 20F: 3 clusters Score -6517606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -6517629.000000 Penalty: 5351.041992
	Iteration 21Q: 3 clusters Score -6517629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6517644.500000 Penalty: 5351.041992
	Iteration 22Q: 3 clusters Score -6517644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6517660.500000 Penalty: 5351.041992
	Iteration 23Q: 3 clusters Score -6517660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -6517666.000000 Penalty: 5351.041992
	Iteration 24Q: 3 clusters Score -6517666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -6517660.000000 Penalty: 5351.041992
	Iteration 25Q: 3 clusters Score -6517660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -6517656.500000 Penalty: 5351.041992
	Iteration 26Q: 3 clusters Score -6517656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6517670.500000 Penalty: 5351.041992
	Iteration 27Q: 3 clusters Score -6517670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -6517670.500000 Penalty: 5351.041992
	Iteration 28Q: 3 clusters Score -6517670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6517666.000000 Penalty: 5351.041992
	Iteration 29Q: 3 clusters Score -6517666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -6517670.500000 Penalty: 5351.041992
	Iteration 30Q: 3 clusters Score -6517670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6517669.000000 Penalty: 5351.041992
	Iteration 31Q: 3 clusters Score -6517669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6517669.500000 Penalty: 5351.041992
	Iteration 32Q: 3 clusters Score -6517670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6517671.500000 Penalty: 5351.041992
	Iteration 33Q: 3 clusters Score -6517672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6517674.000000 Penalty: 5351.041992
	Iteration 34Q: 3 clusters Score -6517674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6517685.000000 Penalty: 5351.041992
	Iteration 35Q: 3 clusters Score -6517685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6517684.000000 Penalty: 5351.041992
	Iteration 36Q: 3 clusters Score -6517684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6517684.000000 Penalty: 5351.041992
	Iteration 37F: 3 clusters Score -6517684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Entering Unmasked Estep 
Score: -6217636.500000 Penalty: 2663.600342
	Iteration 0F: 2 clusters Score -6217636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -6186564.000000 Penalty: 5327.200684
	Iteration 0F: 3 clusters Score -6186564 nChanged 21127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -6198179.500000 Penalty: 5327.200684
	Iteration 1F: 3 clusters Score -6198180 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -6198693.000000 Penalty: 5327.200684
	Iteration 2Q: 3 clusters Score -6198693 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -6199263.500000 Penalty: 5327.200684
	Iteration 3Q: 3 clusters Score -6199264 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6199866.500000 Penalty: 5327.200684
	Iteration 4Q: 3 clusters Score -6199866 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -6200518.000000 Penalty: 5327.200684
	Iteration 5Q: 3 clusters Score -6200518 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -6201318.500000 Penalty: 5327.200684
	Iteration 6Q: 3 clusters Score -6201318 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6202139.500000 Penalty: 5327.200684
	Iteration 7Q: 3 clusters Score -6202140 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -6203197.500000 Penalty: 5327.200684
	Iteration 8Q: 3 clusters Score -6203198 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -6204340.500000 Penalty: 5327.200684
	Iteration 9Q: 3 clusters Score -6204340 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6205769.000000 Penalty: 5327.200684
	Iteration 10Q: 3 clusters Score -6205769 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -6207264.500000 Penalty: 5327.200684
	Iteration 11F: 3 clusters Score -6207264 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6208561.500000 Penalty: 5327.200684
	Iteration 12Q: 3 clusters Score -6208562 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6209440.000000 Penalty: 5327.200684
	Iteration 13Q: 3 clusters Score -6209440 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -6210009.000000 Penalty: 5327.200684
	Iteration 14Q: 3 clusters Score -6210009 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6210224.000000 Penalty: 5327.200684
	Iteration 15Q: 3 clusters Score -6210224 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -6210385.000000 Penalty: 5327.200684
	Iteration 16Q: 3 clusters Score -6210385 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6210519.000000 Penalty: 5327.200684
	Iteration 17Q: 3 clusters Score -6210519 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -6210641.000000 Penalty: 5327.200684
	Iteration 18Q: 3 clusters Score -6210641 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6210729.500000 Penalty: 5327.200684
	Iteration 19Q: 3 clusters Score -6210730 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6210775.500000 Penalty: 5327.200684
	Iteration 20F: 3 clusters Score -6210776 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6210865.000000 Penalty: 5327.200684
	Iteration 21Q: 3 clusters Score -6210865 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -6210943.500000 Penalty: 5327.200684
	Iteration 22Q: 3 clusters Score -6210944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -6211011.000000 Penalty: 5327.200684
	Iteration 23Q: 3 clusters Score -6211011 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6211081.000000 Penalty: 5327.200684
	Iteration 24Q: 3 clusters Score -6211081 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -6211145.000000 Penalty: 5327.200684
	Iteration 25Q: 3 clusters Score -6211145 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6211188.500000 Penalty: 5327.200684
	Iteration 26Q: 3 clusters Score -6211188 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -6211226.000000 Penalty: 5327.200684
	Iteration 27Q: 3 clusters Score -6211226 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6211277.500000 Penalty: 5327.200684
	Iteration 28Q: 3 clusters Score -6211278 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -6211295.500000 Penalty: 5327.200684
	Iteration 29Q: 3 clusters Score -6211296 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6211357.500000 Penalty: 5327.200684
	Iteration 30Q: 3 clusters Score -6211358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6211355.000000 Penalty: 5327.200684
	Iteration 31Q: 3 clusters Score -6211355 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -6211355.000000 Penalty: 5327.200684
	Iteration 32Q: 3 clusters Score -6211355 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6211403.000000 Penalty: 5327.200684
	Iteration 33Q: 3 clusters Score -6211403 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -6211430.000000 Penalty: 5327.200684
	Iteration 34Q: 3 clusters Score -6211430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -6211457.500000 Penalty: 5327.200684
	Iteration 35Q: 3 clusters Score -6211458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -6211481.000000 Penalty: 5327.200684
	Iteration 36Q: 3 clusters Score -6211481 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6211511.500000 Penalty: 5327.200684
	Iteration 37Q: 3 clusters Score -6211512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6211532.000000 Penalty: 5327.200684
	Iteration 38Q: 3 clusters Score -6211532 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -6211541.500000 Penalty: 5327.200684
	Iteration 39Q: 3 clusters Score -6211542 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6211592.500000 Penalty: 5327.200684
	Iteration 40F: 3 clusters Score -6211592 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6211651.500000 Penalty: 5327.200684
	Iteration 41Q: 3 clusters Score -6211652 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6211702.000000 Penalty: 5327.200684
	Iteration 42Q: 3 clusters Score -6211702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -6211753.000000 Penalty: 5327.200684
	Iteration 43Q: 3 clusters Score -6211753 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -6211784.500000 Penalty: 5327.200684
	Iteration 44Q: 3 clusters Score -6211784 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6211839.000000 Penalty: 5327.200684
	Iteration 45Q: 3 clusters Score -6211839 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -6211851.000000 Penalty: 5327.200684
	Iteration 46Q: 3 clusters Score -6211851 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6211880.500000 Penalty: 5327.200684
	Iteration 47Q: 3 clusters Score -6211880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -6211951.500000 Penalty: 5327.200684
	Iteration 48Q: 3 clusters Score -6211952 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -6212028.500000 Penalty: 5327.200684
	Iteration 49Q: 3 clusters Score -6212028 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -6212087.500000 Penalty: 5327.200684
	Iteration 50Q: 3 clusters Score -6212088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -6212166.000000 Penalty: 5327.200684
	Iteration 51Q: 3 clusters Score -6212166 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -6212263.000000 Penalty: 5327.200684
	Iteration 52Q: 3 clusters Score -6212263 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -6212362.000000 Penalty: 5327.200684
	Iteration 53Q: 3 clusters Score -6212362 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -6212449.500000 Penalty: 5327.200684
	Iteration 54Q: 3 clusters Score -6212450 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -6212564.500000 Penalty: 5327.200684
	Iteration 55Q: 3 clusters Score -6212564 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -6212670.000000 Penalty: 5327.200684
	Iteration 56Q: 3 clusters Score -6212670 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6212791.500000 Penalty: 5327.200684
	Iteration 57Q: 3 clusters Score -6212792 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -6212893.500000 Penalty: 5327.200684
	Iteration 58Q: 3 clusters Score -6212894 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -6213060.500000 Penalty: 5327.200684
	Iteration 59Q: 3 clusters Score -6213060 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -6213157.000000 Penalty: 5327.200684
	Iteration 60F: 3 clusters Score -6213157 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6213258.000000 Penalty: 5327.200684
	Iteration 61Q: 3 clusters Score -6213258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -6213392.500000 Penalty: 5327.200684
	Iteration 62Q: 3 clusters Score -6213392 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6213491.500000 Penalty: 5327.200684
	Iteration 63Q: 3 clusters Score -6213492 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6213599.500000 Penalty: 5327.200684
	Iteration 64Q: 3 clusters Score -6213600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -6213747.500000 Penalty: 5327.200684
	Iteration 65Q: 3 clusters Score -6213748 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6213885.000000 Penalty: 5327.200684
	Iteration 66Q: 3 clusters Score -6213885 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6214048.500000 Penalty: 5327.200684
	Iteration 67Q: 3 clusters Score -6214048 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6214172.500000 Penalty: 5327.200684
	Iteration 68Q: 3 clusters Score -6214172 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6214308.000000 Penalty: 5327.200684
	Iteration 69Q: 3 clusters Score -6214308 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6214446.500000 Penalty: 5327.200684
	Iteration 70Q: 3 clusters Score -6214446 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6214560.500000 Penalty: 5327.200684
	Iteration 71Q: 3 clusters Score -6214560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6214665.500000 Penalty: 5327.200684
	Iteration 72Q: 3 clusters Score -6214666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6214763.500000 Penalty: 5327.200684
	Iteration 73Q: 3 clusters Score -6214764 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6214864.000000 Penalty: 5327.200684
	Iteration 74Q: 3 clusters Score -6214864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6214957.000000 Penalty: 5327.200684
	Iteration 75Q: 3 clusters Score -6214957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6215044.500000 Penalty: 5327.200684
	Iteration 76Q: 3 clusters Score -6215044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6215103.500000 Penalty: 5327.200684
	Iteration 77Q: 3 clusters Score -6215104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6215133.500000 Penalty: 5327.200684
	Iteration 78Q: 3 clusters Score -6215134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6215164.500000 Penalty: 5327.200684
	Iteration 79Q: 3 clusters Score -6215164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6215207.500000 Penalty: 5327.200684
	Iteration 80F: 3 clusters Score -6215208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6215243.000000 Penalty: 5327.200684
	Iteration 81Q: 3 clusters Score -6215243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6215263.000000 Penalty: 5327.200684
	Iteration 82Q: 3 clusters Score -6215263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6215269.000000 Penalty: 5327.200684
	Iteration 83Q: 3 clusters Score -6215269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6215275.000000 Penalty: 5327.200684
	Iteration 84Q: 3 clusters Score -6215275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6215290.500000 Penalty: 5327.200684
	Iteration 85Q: 3 clusters Score -6215290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6215308.000000 Penalty: 5327.200684
	Iteration 86Q: 3 clusters Score -6215308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6215318.000000 Penalty: 5327.200684
	Iteration 87Q: 3 clusters Score -6215318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6215326.000000 Penalty: 5327.200684
	Iteration 88Q: 3 clusters Score -6215326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6215337.000000 Penalty: 5327.200684
	Iteration 89Q: 3 clusters Score -6215337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6215341.500000 Penalty: 5327.200684
	Iteration 90Q: 3 clusters Score -6215342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6215346.500000 Penalty: 5327.200684
	Iteration 91Q: 3 clusters Score -6215346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6215359.500000 Penalty: 5327.200684
	Iteration 92Q: 3 clusters Score -6215360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6215352.000000 Penalty: 5327.200684
	Iteration 93Q: 3 clusters Score -6215352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6215353.500000 Penalty: 5327.200684
	Iteration 94Q: 3 clusters Score -6215354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6215359.500000 Penalty: 5327.200684
	Iteration 95Q: 3 clusters Score -6215360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6215364.500000 Penalty: 5327.200684
	Iteration 96Q: 3 clusters Score -6215364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6215375.500000 Penalty: 5327.200684
	Iteration 97Q: 3 clusters Score -6215376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6215376.000000 Penalty: 5327.200684
	Iteration 98Q: 3 clusters Score -6215376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6215383.500000 Penalty: 5327.200684
	Iteration 99Q: 3 clusters Score -6215384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6215392.000000 Penalty: 5327.200684
	Iteration 100F: 3 clusters Score -6215392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6215403.000000 Penalty: 5327.200684
	Iteration 101Q: 3 clusters Score -6215403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6215406.500000 Penalty: 5327.200684
	Iteration 102Q: 3 clusters Score -6215406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6215413.000000 Penalty: 5327.200684
	Iteration 103Q: 3 clusters Score -6215413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6215415.000000 Penalty: 5327.200684
	Iteration 104Q: 3 clusters Score -6215415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6215418.000000 Penalty: 5327.200684
	Iteration 105Q: 3 clusters Score -6215418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6215425.000000 Penalty: 5327.200684
	Iteration 106Q: 3 clusters Score -6215425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6215427.500000 Penalty: 5327.200684
	Iteration 107Q: 3 clusters Score -6215428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6215426.500000 Penalty: 5327.200684
	Iteration 108Q: 3 clusters Score -6215426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6215423.000000 Penalty: 5327.200684
	Iteration 109Q: 3 clusters Score -6215423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6215417.000000 Penalty: 5327.200684
	Iteration 110Q: 3 clusters Score -6215417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6215419.500000 Penalty: 5327.200684
	Iteration 111Q: 3 clusters Score -6215420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6215425.500000 Penalty: 5327.200684
	Iteration 112Q: 3 clusters Score -6215426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6215428.000000 Penalty: 5327.200684
	Iteration 113Q: 3 clusters Score -6215428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6215428.500000 Penalty: 5327.200684
	Iteration 114Q: 3 clusters Score -6215428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6215434.500000 Penalty: 5327.200684
	Iteration 115Q: 3 clusters Score -6215434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6215434.500000 Penalty: 5327.200684
	Iteration 116Q: 3 clusters Score -6215434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6215434.500000 Penalty: 5327.200684
	Iteration 117F: 3 clusters Score -6215434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Entering Unmasked Estep 
Score: -3696770.750000 Penalty: 2534.382324
	Iteration 0F: 2 clusters Score -3696771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3677790.000000 Penalty: 5068.764648
	Iteration 0F: 3 clusters Score -3677790 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3684399.500000 Penalty: 5068.764648
	Iteration 1F: 3 clusters Score -3684400 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3684792.750000 Penalty: 5068.764648
	Iteration 2Q: 3 clusters Score -3684793 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3685141.500000 Penalty: 5068.764648
	Iteration 3Q: 3 clusters Score -3685142 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3685523.000000 Penalty: 5068.764648
	Iteration 4Q: 3 clusters Score -3685523 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3685985.000000 Penalty: 5068.764648
	Iteration 5Q: 3 clusters Score -3685985 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3686675.500000 Penalty: 5068.764648
	Iteration 6Q: 3 clusters Score -3686676 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3687664.000000 Penalty: 5068.764648
	Iteration 7F: 3 clusters Score -3687664 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3689068.500000 Penalty: 5068.764648
	Iteration 8F: 3 clusters Score -3689068 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3690758.250000 Penalty: 5068.764648
	Iteration 9F: 3 clusters Score -3690758 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3692377.750000 Penalty: 5068.764648
	Iteration 10F: 3 clusters Score -3692378 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3693477.500000 Penalty: 5068.764648
	Iteration 11Q: 3 clusters Score -3693478 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3694022.250000 Penalty: 5068.764648
	Iteration 12Q: 3 clusters Score -3694022 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3694271.500000 Penalty: 5068.764648
	Iteration 13Q: 3 clusters Score -3694272 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -3694403.750000 Penalty: 5068.764648
	Iteration 14Q: 3 clusters Score -3694404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3694484.250000 Penalty: 5068.764648
	Iteration 15Q: 3 clusters Score -3694484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3694524.750000 Penalty: 5068.764648
	Iteration 16Q: 3 clusters Score -3694525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3694542.250000 Penalty: 5068.764648
	Iteration 17Q: 3 clusters Score -3694542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3694561.250000 Penalty: 5068.764648
	Iteration 18Q: 3 clusters Score -3694561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3694567.250000 Penalty: 5068.764648
	Iteration 19Q: 3 clusters Score -3694567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3694572.750000 Penalty: 5068.764648
	Iteration 20F: 3 clusters Score -3694573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3694577.750000 Penalty: 5068.764648
	Iteration 21Q: 3 clusters Score -3694578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3694587.750000 Penalty: 5068.764648
	Iteration 22Q: 3 clusters Score -3694588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3694599.750000 Penalty: 5068.764648
	Iteration 23Q: 3 clusters Score -3694600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3694609.250000 Penalty: 5068.764648
	Iteration 24Q: 3 clusters Score -3694609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3694612.000000 Penalty: 5068.764648
	Iteration 25Q: 3 clusters Score -3694612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3694616.000000 Penalty: 5068.764648
	Iteration 26Q: 3 clusters Score -3694616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3694620.750000 Penalty: 5068.764648
	Iteration 27Q: 3 clusters Score -3694621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3694626.000000 Penalty: 5068.764648
	Iteration 28Q: 3 clusters Score -3694626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3694627.750000 Penalty: 5068.764648
	Iteration 29Q: 3 clusters Score -3694628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3694630.750000 Penalty: 5068.764648
	Iteration 30Q: 3 clusters Score -3694631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3694631.000000 Penalty: 5068.764648
	Iteration 31Q: 3 clusters Score -3694631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3694632.000000 Penalty: 5068.764648
	Iteration 32Q: 3 clusters Score -3694632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3694631.750000 Penalty: 5068.764648
	Iteration 33Q: 3 clusters Score -3694632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3694631.750000 Penalty: 5068.764648
	Iteration 34F: 3 clusters Score -3694632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (183298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Entering Unmasked Estep 
Score: -24353802.000000 Penalty: 3005.479492
	Iteration 0F: 2 clusters Score -2.43538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -24233474.000000 Penalty: 6010.958984
	Iteration 0F: 3 clusters Score -2.423347e+07 nChanged 88075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -24285424.000000 Penalty: 6010.958984
	Iteration 1F: 3 clusters Score -2.428542e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -24286138.000000 Penalty: 6010.958984
	Iteration 2Q: 3 clusters Score -2.428614e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -24287194.000000 Penalty: 6010.958984
	Iteration 3Q: 3 clusters Score -2.428719e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -24288650.000000 Penalty: 6010.958984
	Iteration 4Q: 3 clusters Score -2.428865e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -24290648.000000 Penalty: 6010.958984
	Iteration 5Q: 3 clusters Score -2.429065e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -24293590.000000 Penalty: 6010.958984
	Iteration 6Q: 3 clusters Score -2.429359e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -24298612.000000 Penalty: 6010.958984
	Iteration 7F: 3 clusters Score -2.429861e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -24306408.000000 Penalty: 6010.958984
	Iteration 8F: 3 clusters Score -2.430641e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -24316404.000000 Penalty: 6010.958984
	Iteration 9F: 3 clusters Score -2.43164e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137546 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -24325952.000000 Penalty: 6010.958984
	Iteration 10F: 3 clusters Score -2.432595e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -24332070.000000 Penalty: 6010.958984
	Iteration 11Q: 3 clusters Score -2.433207e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -24335266.000000 Penalty: 6010.958984
	Iteration 12Q: 3 clusters Score -2.433527e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -24337100.000000 Penalty: 6010.958984
	Iteration 13Q: 3 clusters Score -2.43371e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -24338674.000000 Penalty: 6010.958984
	Iteration 14Q: 3 clusters Score -2.433867e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -24340152.000000 Penalty: 6010.958984
	Iteration 15Q: 3 clusters Score -2.434015e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161747 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -24341468.000000 Penalty: 6010.958984
	Iteration 16Q: 3 clusters Score -2.434147e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -24342568.000000 Penalty: 6010.958984
	Iteration 17Q: 3 clusters Score -2.434257e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167124 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -24343652.000000 Penalty: 6010.958984
	Iteration 18Q: 3 clusters Score -2.434365e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169343 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -24344768.000000 Penalty: 6010.958984
	Iteration 19Q: 3 clusters Score -2.434477e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171349 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -24345878.000000 Penalty: 6010.958984
	Iteration 20F: 3 clusters Score -2.434588e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -24346816.000000 Penalty: 6010.958984
	Iteration 21Q: 3 clusters Score -2.434682e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -24347588.000000 Penalty: 6010.958984
	Iteration 22Q: 3 clusters Score -2.434759e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175785 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -24348242.000000 Penalty: 6010.958984
	Iteration 23Q: 3 clusters Score -2.434824e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -24348714.000000 Penalty: 6010.958984
	Iteration 24Q: 3 clusters Score -2.434871e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -24349090.000000 Penalty: 6010.958984
	Iteration 25Q: 3 clusters Score -2.434909e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -24349476.000000 Penalty: 6010.958984
	Iteration 26Q: 3 clusters Score -2.434948e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -24349792.000000 Penalty: 6010.958984
	Iteration 27Q: 3 clusters Score -2.434979e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179455 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -24350018.000000 Penalty: 6010.958984
	Iteration 28Q: 3 clusters Score -2.435002e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179844 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -24350230.000000 Penalty: 6010.958984
	Iteration 29Q: 3 clusters Score -2.435023e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180160 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -24350406.000000 Penalty: 6010.958984
	Iteration 30Q: 3 clusters Score -2.435041e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180438 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -24350538.000000 Penalty: 6010.958984
	Iteration 31Q: 3 clusters Score -2.435054e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -24350660.000000 Penalty: 6010.958984
	Iteration 32Q: 3 clusters Score -2.435066e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -24350754.000000 Penalty: 6010.958984
	Iteration 33Q: 3 clusters Score -2.435075e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -24350796.000000 Penalty: 6010.958984
	Iteration 34Q: 3 clusters Score -2.43508e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -24350884.000000 Penalty: 6010.958984
	Iteration 35Q: 3 clusters Score -2.435088e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24350940.000000 Penalty: 6010.958984
	Iteration 36Q: 3 clusters Score -2.435094e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -24350978.000000 Penalty: 6010.958984
	Iteration 37Q: 3 clusters Score -2.435098e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -24351060.000000 Penalty: 6010.958984
	Iteration 38Q: 3 clusters Score -2.435106e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181536 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -24351118.000000 Penalty: 6010.958984
	Iteration 39Q: 3 clusters Score -2.435112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -24351110.000000 Penalty: 6010.958984
	Iteration 40F: 3 clusters Score -2.435111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181640 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24351128.000000 Penalty: 6010.958984
	Iteration 41Q: 3 clusters Score -2.435113e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -24351104.000000 Penalty: 6010.958984
	Iteration 42Q: 3 clusters Score -2.43511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -24351130.000000 Penalty: 6010.958984
	Iteration 43Q: 3 clusters Score -2.435113e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -24351114.000000 Penalty: 6010.958984
	Iteration 44Q: 3 clusters Score -2.435111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181778 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -24351174.000000 Penalty: 6010.958984
	Iteration 45Q: 3 clusters Score -2.435117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -24351156.000000 Penalty: 6010.958984
	Iteration 46Q: 3 clusters Score -2.435116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181841 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24351168.000000 Penalty: 6010.958984
	Iteration 47Q: 3 clusters Score -2.435117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -24351170.000000 Penalty: 6010.958984
	Iteration 48Q: 3 clusters Score -2.435117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181900 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -24351180.000000 Penalty: 6010.958984
	Iteration 49Q: 3 clusters Score -2.435118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24351194.000000 Penalty: 6010.958984
	Iteration 50Q: 3 clusters Score -2.435119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24351212.000000 Penalty: 6010.958984
	Iteration 51Q: 3 clusters Score -2.435121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181948 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -24351206.000000 Penalty: 6010.958984
	Iteration 52Q: 3 clusters Score -2.435121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24351208.000000 Penalty: 6010.958984
	Iteration 53Q: 3 clusters Score -2.435121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -24351214.000000 Penalty: 6010.958984
	Iteration 54Q: 3 clusters Score -2.435121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181994 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24351244.000000 Penalty: 6010.958984
	Iteration 55Q: 3 clusters Score -2.435124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -24351226.000000 Penalty: 6010.958984
	Iteration 56Q: 3 clusters Score -2.435123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182034 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24351262.000000 Penalty: 6010.958984
	Iteration 57Q: 3 clusters Score -2.435126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -24351262.000000 Penalty: 6010.958984
	Iteration 58Q: 3 clusters Score -2.435126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24351262.000000 Penalty: 6010.958984
	Iteration 59Q: 3 clusters Score -2.435126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -24351240.000000 Penalty: 6010.958984
	Iteration 60F: 3 clusters Score -2.435124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182087 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24351242.000000 Penalty: 6010.958984
	Iteration 61Q: 3 clusters Score -2.435124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -24351266.000000 Penalty: 6010.958984
	Iteration 62Q: 3 clusters Score -2.435127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24351272.000000 Penalty: 6010.958984
	Iteration 63Q: 3 clusters Score -2.435127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24351268.000000 Penalty: 6010.958984
	Iteration 64Q: 3 clusters Score -2.435127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24351268.000000 Penalty: 6010.958984
	Iteration 65F: 3 clusters Score -2.435127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14254.014648 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14254.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14305.422852 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -14305.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14334.433594 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14334.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14334.433594 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14334.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120089 members 
Entering Unmasked Estep 
Score: -16073320.000000 Penalty: 2900.605225
	Iteration 0F: 2 clusters Score -1.607332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -15993364.000000 Penalty: 5801.210449
	Iteration 0F: 3 clusters Score -1.599336e+07 nChanged 56967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -16025912.000000 Penalty: 5801.210449
	Iteration 1F: 3 clusters Score -1.602591e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -16026658.000000 Penalty: 5801.210449
	Iteration 2Q: 3 clusters Score -1.602666e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -16027693.000000 Penalty: 5801.210449
	Iteration 3Q: 3 clusters Score -1.602769e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -16029467.000000 Penalty: 5801.210449
	Iteration 4Q: 3 clusters Score -1.602947e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -16032883.000000 Penalty: 5801.210449
	Iteration 5F: 3 clusters Score -1.603288e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -16038790.000000 Penalty: 5801.210449
	Iteration 6F: 3 clusters Score -1.603879e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -16048142.000000 Penalty: 5801.210449
	Iteration 7F: 3 clusters Score -1.604814e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -16058873.000000 Penalty: 5801.210449
	Iteration 8F: 3 clusters Score -1.605887e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -16066576.000000 Penalty: 5801.210449
	Iteration 9F: 3 clusters Score -1.606658e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -16069472.000000 Penalty: 5801.210449
	Iteration 10Q: 3 clusters Score -1.606947e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -16070367.000000 Penalty: 5801.210449
	Iteration 11Q: 3 clusters Score -1.607037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -16070613.000000 Penalty: 5801.210449
	Iteration 12Q: 3 clusters Score -1.607061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 119853 members 
Entering Unmasked Estep 
Score: -16070676.000000 Penalty: 5801.210449
	Iteration 13Q: 3 clusters Score -1.607068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -16070714.000000 Penalty: 5801.210449
	Iteration 14Q: 3 clusters Score -1.607071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -16070732.000000 Penalty: 5801.210449
	Iteration 15Q: 3 clusters Score -1.607073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 119883 members 
Entering Unmasked Estep 
Score: -16070750.000000 Penalty: 5801.210449
	Iteration 16Q: 3 clusters Score -1.607075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119890 members 
Entering Unmasked Estep 
Score: -16070755.000000 Penalty: 5801.210449
	Iteration 17Q: 3 clusters Score -1.607076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -16070756.000000 Penalty: 5801.210449
	Iteration 18Q: 3 clusters Score -1.607076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -16070762.000000 Penalty: 5801.210449
	Iteration 19Q: 3 clusters Score -1.607076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119891 members 
Entering Unmasked Estep 
Score: -16070768.000000 Penalty: 5801.210449
	Iteration 20F: 3 clusters Score -1.607077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119889 members 
Entering Unmasked Estep 
Score: -16070777.000000 Penalty: 5801.210449
	Iteration 21Q: 3 clusters Score -1.607078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119889 members 
Entering Unmasked Estep 
Score: -16070777.000000 Penalty: 5801.210449
	Iteration 22F: 3 clusters Score -1.607078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Entering Unmasked Estep 
Score: -5644850.500000 Penalty: 2640.407715
	Iteration 0F: 2 clusters Score -5644850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5616468.000000 Penalty: 5280.815430
	Iteration 0F: 3 clusters Score -5616468 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5626877.500000 Penalty: 5280.815430
	Iteration 1F: 3 clusters Score -5626878 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5627440.500000 Penalty: 5280.815430
	Iteration 2Q: 3 clusters Score -5627440 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5628016.000000 Penalty: 5280.815430
	Iteration 3Q: 3 clusters Score -5628016 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5628799.500000 Penalty: 5280.815430
	Iteration 4Q: 3 clusters Score -5628800 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -5630128.500000 Penalty: 5280.815430
	Iteration 5F: 3 clusters Score -5630128 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5632229.500000 Penalty: 5280.815430
	Iteration 6F: 3 clusters Score -5632230 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -5635201.500000 Penalty: 5280.815430
	Iteration 7F: 3 clusters Score -5635202 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -5638407.500000 Penalty: 5280.815430
	Iteration 8F: 3 clusters Score -5638408 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -5640837.000000 Penalty: 5280.815430
	Iteration 9F: 3 clusters Score -5640837 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5642091.500000 Penalty: 5280.815430
	Iteration 10Q: 3 clusters Score -5642092 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5642705.500000 Penalty: 5280.815430
	Iteration 11Q: 3 clusters Score -5642706 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5642949.000000 Penalty: 5280.815430
	Iteration 12Q: 3 clusters Score -5642949 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5643090.500000 Penalty: 5280.815430
	Iteration 13Q: 3 clusters Score -5643090 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5643166.000000 Penalty: 5280.815430
	Iteration 14Q: 3 clusters Score -5643166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5643214.000000 Penalty: 5280.815430
	Iteration 15Q: 3 clusters Score -5643214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5643250.500000 Penalty: 5280.815430
	Iteration 16Q: 3 clusters Score -5643250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5643262.000000 Penalty: 5280.815430
	Iteration 17Q: 3 clusters Score -5643262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5643283.500000 Penalty: 5280.815430
	Iteration 18Q: 3 clusters Score -5643284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -5643319.500000 Penalty: 5280.815430
	Iteration 19Q: 3 clusters Score -5643320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5643332.500000 Penalty: 5280.815430
	Iteration 20F: 3 clusters Score -5643332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5643353.500000 Penalty: 5280.815430
	Iteration 21Q: 3 clusters Score -5643354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5643357.000000 Penalty: 5280.815430
	Iteration 22Q: 3 clusters Score -5643357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5643374.000000 Penalty: 5280.815430
	Iteration 23Q: 3 clusters Score -5643374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5643366.500000 Penalty: 5280.815430
	Iteration 24Q: 3 clusters Score -5643366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5643379.500000 Penalty: 5280.815430
	Iteration 25Q: 3 clusters Score -5643380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5643381.000000 Penalty: 5280.815430
	Iteration 26Q: 3 clusters Score -5643381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5643383.500000 Penalty: 5280.815430
	Iteration 27Q: 3 clusters Score -5643384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5643383.500000 Penalty: 5280.815430
	Iteration 28Q: 3 clusters Score -5643384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5643394.500000 Penalty: 5280.815430
	Iteration 29Q: 3 clusters Score -5643394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5643399.500000 Penalty: 5280.815430
	Iteration 30Q: 3 clusters Score -5643400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5643404.000000 Penalty: 5280.815430
	Iteration 31Q: 3 clusters Score -5643404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5643406.000000 Penalty: 5280.815430
	Iteration 32Q: 3 clusters Score -5643406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5643407.000000 Penalty: 5280.815430
	Iteration 33Q: 3 clusters Score -5643407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5643412.000000 Penalty: 5280.815430
	Iteration 34Q: 3 clusters Score -5643412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5643412.500000 Penalty: 5280.815430
	Iteration 35Q: 3 clusters Score -5643412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5643417.000000 Penalty: 5280.815430
	Iteration 36Q: 3 clusters Score -5643417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5643415.000000 Penalty: 5280.815430
	Iteration 37Q: 3 clusters Score -5643415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5643419.000000 Penalty: 5280.815430
	Iteration 38Q: 3 clusters Score -5643419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5643410.500000 Penalty: 5280.815430
	Iteration 39Q: 3 clusters Score -5643410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5643414.000000 Penalty: 5280.815430
	Iteration 40F: 3 clusters Score -5643414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5643410.500000 Penalty: 5280.815430
	Iteration 41Q: 3 clusters Score -5643410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5643412.000000 Penalty: 5280.815430
	Iteration 42Q: 3 clusters Score -5643412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5643414.000000 Penalty: 5280.815430
	Iteration 43Q: 3 clusters Score -5643414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5643415.000000 Penalty: 5280.815430
	Iteration 44Q: 3 clusters Score -5643415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5643414.500000 Penalty: 5280.815430
	Iteration 45Q: 3 clusters Score -5643414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5643420.000000 Penalty: 5280.815430
	Iteration 46Q: 3 clusters Score -5643420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5643420.000000 Penalty: 5280.815430
	Iteration 47Q: 3 clusters Score -5643420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5643419.000000 Penalty: 5280.815430
	Iteration 48Q: 3 clusters Score -5643419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5643421.500000 Penalty: 5280.815430
	Iteration 49Q: 3 clusters Score -5643422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5643416.000000 Penalty: 5280.815430
	Iteration 50Q: 3 clusters Score -5643416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5643417.500000 Penalty: 5280.815430
	Iteration 51Q: 3 clusters Score -5643418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -5643415.000000 Penalty: 5280.815430
	Iteration 52Q: 3 clusters Score -5643415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5643413.000000 Penalty: 5280.815430
	Iteration 53Q: 3 clusters Score -5643413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5643407.000000 Penalty: 5280.815430
	Iteration 54Q: 3 clusters Score -5643407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5643407.000000 Penalty: 5280.815430
	Iteration 55F: 3 clusters Score -5643407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202953 members 
Entering Unmasked Estep 
Score: -26941214.000000 Penalty: 3030.740967
	Iteration 0F: 2 clusters Score -2.694121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -26815136.000000 Penalty: 6061.481934
	Iteration 0F: 3 clusters Score -2.681514e+07 nChanged 97664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -26871874.000000 Penalty: 6061.481934
	Iteration 1F: 3 clusters Score -2.687187e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -26872488.000000 Penalty: 6061.481934
	Iteration 2Q: 3 clusters Score -2.687249e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -26873322.000000 Penalty: 6061.481934
	Iteration 3Q: 3 clusters Score -2.687332e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -26873984.000000 Penalty: 6061.481934
	Iteration 4Q: 3 clusters Score -2.687398e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -26874886.000000 Penalty: 6061.481934
	Iteration 5Q: 3 clusters Score -2.687489e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -26876074.000000 Penalty: 6061.481934
	Iteration 6Q: 3 clusters Score -2.687607e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -26877686.000000 Penalty: 6061.481934
	Iteration 7Q: 3 clusters Score -2.687769e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -26879946.000000 Penalty: 6061.481934
	Iteration 8Q: 3 clusters Score -2.687995e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -26883508.000000 Penalty: 6061.481934
	Iteration 9Q: 3 clusters Score -2.688351e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -26889748.000000 Penalty: 6061.481934
	Iteration 10Q: 3 clusters Score -2.688975e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -26898498.000000 Penalty: 6061.481934
	Iteration 11F: 3 clusters Score -2.68985e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 92358 members 
Entering Unmasked Estep 
Score: -26906256.000000 Penalty: 6061.481934
	Iteration 12F: 3 clusters Score -2.690626e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -26909748.000000 Penalty: 6061.481934
	Iteration 13Q: 3 clusters Score -2.690975e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -26910832.000000 Penalty: 6061.481934
	Iteration 14Q: 3 clusters Score -2.691083e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -26911374.000000 Penalty: 6061.481934
	Iteration 15Q: 3 clusters Score -2.691137e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -26911722.000000 Penalty: 6061.481934
	Iteration 16Q: 3 clusters Score -2.691172e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -26912034.000000 Penalty: 6061.481934
	Iteration 17Q: 3 clusters Score -2.691203e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -26912224.000000 Penalty: 6061.481934
	Iteration 18Q: 3 clusters Score -2.691222e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118225 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -26912438.000000 Penalty: 6061.481934
	Iteration 19Q: 3 clusters Score -2.691244e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -26912726.000000 Penalty: 6061.481934
	Iteration 20F: 3 clusters Score -2.691273e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -26913202.000000 Penalty: 6061.481934
	Iteration 21Q: 3 clusters Score -2.69132e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -26913640.000000 Penalty: 6061.481934
	Iteration 22Q: 3 clusters Score -2.691364e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -26914080.000000 Penalty: 6061.481934
	Iteration 23Q: 3 clusters Score -2.691408e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -26914774.000000 Penalty: 6061.481934
	Iteration 24Q: 3 clusters Score -2.691477e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -26915342.000000 Penalty: 6061.481934
	Iteration 25Q: 3 clusters Score -2.691534e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129422 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -26916006.000000 Penalty: 6061.481934
	Iteration 26Q: 3 clusters Score -2.691601e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -26916584.000000 Penalty: 6061.481934
	Iteration 27Q: 3 clusters Score -2.691658e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -26917212.000000 Penalty: 6061.481934
	Iteration 28Q: 3 clusters Score -2.691721e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -26917786.000000 Penalty: 6061.481934
	Iteration 29Q: 3 clusters Score -2.691779e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137652 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -26918440.000000 Penalty: 6061.481934
	Iteration 30Q: 3 clusters Score -2.691844e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -26919082.000000 Penalty: 6061.481934
	Iteration 31Q: 3 clusters Score -2.691908e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -26919698.000000 Penalty: 6061.481934
	Iteration 32Q: 3 clusters Score -2.69197e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143811 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -26920332.000000 Penalty: 6061.481934
	Iteration 33Q: 3 clusters Score -2.692033e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -26920862.000000 Penalty: 6061.481934
	Iteration 34Q: 3 clusters Score -2.692086e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -26921358.000000 Penalty: 6061.481934
	Iteration 35Q: 3 clusters Score -2.692136e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -26921944.000000 Penalty: 6061.481934
	Iteration 36Q: 3 clusters Score -2.692194e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -26922378.000000 Penalty: 6061.481934
	Iteration 37Q: 3 clusters Score -2.692238e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -26922662.000000 Penalty: 6061.481934
	Iteration 38Q: 3 clusters Score -2.692266e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -26923012.000000 Penalty: 6061.481934
	Iteration 39Q: 3 clusters Score -2.692301e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -26923576.000000 Penalty: 6061.481934
	Iteration 40F: 3 clusters Score -2.692358e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -26923954.000000 Penalty: 6061.481934
	Iteration 41Q: 3 clusters Score -2.692395e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -26924416.000000 Penalty: 6061.481934
	Iteration 42Q: 3 clusters Score -2.692442e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -26924768.000000 Penalty: 6061.481934
	Iteration 43Q: 3 clusters Score -2.692477e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -26925192.000000 Penalty: 6061.481934
	Iteration 44Q: 3 clusters Score -2.692519e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -26925708.000000 Penalty: 6061.481934
	Iteration 45Q: 3 clusters Score -2.692571e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -26926038.000000 Penalty: 6061.481934
	Iteration 46Q: 3 clusters Score -2.692604e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -26926442.000000 Penalty: 6061.481934
	Iteration 47Q: 3 clusters Score -2.692644e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -26926952.000000 Penalty: 6061.481934
	Iteration 48Q: 3 clusters Score -2.692695e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -26927424.000000 Penalty: 6061.481934
	Iteration 49Q: 3 clusters Score -2.692742e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174855 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -26927998.000000 Penalty: 6061.481934
	Iteration 50Q: 3 clusters Score -2.6928e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -26928472.000000 Penalty: 6061.481934
	Iteration 51Q: 3 clusters Score -2.692847e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -26928908.000000 Penalty: 6061.481934
	Iteration 52Q: 3 clusters Score -2.692891e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -26929582.000000 Penalty: 6061.481934
	Iteration 53Q: 3 clusters Score -2.692958e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182086 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -26930130.000000 Penalty: 6061.481934
	Iteration 54Q: 3 clusters Score -2.693013e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183701 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -26930598.000000 Penalty: 6061.481934
	Iteration 55Q: 3 clusters Score -2.69306e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -26931056.000000 Penalty: 6061.481934
	Iteration 56Q: 3 clusters Score -2.693106e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186783 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -26931602.000000 Penalty: 6061.481934
	Iteration 57Q: 3 clusters Score -2.69316e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188242 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -26932260.000000 Penalty: 6061.481934
	Iteration 58Q: 3 clusters Score -2.693226e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -26932840.000000 Penalty: 6061.481934
	Iteration 59Q: 3 clusters Score -2.693284e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190969 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -26933426.000000 Penalty: 6061.481934
	Iteration 60F: 3 clusters Score -2.693343e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192204 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -26934038.000000 Penalty: 6061.481934
	Iteration 61Q: 3 clusters Score -2.693404e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193303 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -26934462.000000 Penalty: 6061.481934
	Iteration 62Q: 3 clusters Score -2.693446e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194261 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -26934794.000000 Penalty: 6061.481934
	Iteration 63Q: 3 clusters Score -2.693479e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -26935166.000000 Penalty: 6061.481934
	Iteration 64Q: 3 clusters Score -2.693517e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195923 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -26935602.000000 Penalty: 6061.481934
	Iteration 65Q: 3 clusters Score -2.69356e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196615 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -26935916.000000 Penalty: 6061.481934
	Iteration 66Q: 3 clusters Score -2.693592e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197247 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -26936262.000000 Penalty: 6061.481934
	Iteration 67Q: 3 clusters Score -2.693626e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197779 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -26936464.000000 Penalty: 6061.481934
	Iteration 68Q: 3 clusters Score -2.693646e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198241 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -26936626.000000 Penalty: 6061.481934
	Iteration 69Q: 3 clusters Score -2.693663e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198634 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -26936850.000000 Penalty: 6061.481934
	Iteration 70Q: 3 clusters Score -2.693685e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198986 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26937030.000000 Penalty: 6061.481934
	Iteration 71Q: 3 clusters Score -2.693703e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199271 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -26937264.000000 Penalty: 6061.481934
	Iteration 72Q: 3 clusters Score -2.693726e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199555 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -26937452.000000 Penalty: 6061.481934
	Iteration 73Q: 3 clusters Score -2.693745e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199800 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -26937550.000000 Penalty: 6061.481934
	Iteration 74Q: 3 clusters Score -2.693755e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199986 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -26937632.000000 Penalty: 6061.481934
	Iteration 75Q: 3 clusters Score -2.693763e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200140 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -26937724.000000 Penalty: 6061.481934
	Iteration 76Q: 3 clusters Score -2.693772e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200282 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -26937820.000000 Penalty: 6061.481934
	Iteration 77Q: 3 clusters Score -2.693782e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200414 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -26937920.000000 Penalty: 6061.481934
	Iteration 78Q: 3 clusters Score -2.693792e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200541 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26937978.000000 Penalty: 6061.481934
	Iteration 79Q: 3 clusters Score -2.693798e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -26938020.000000 Penalty: 6061.481934
	Iteration 80F: 3 clusters Score -2.693802e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -26938066.000000 Penalty: 6061.481934
	Iteration 81Q: 3 clusters Score -2.693807e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200807 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -26938094.000000 Penalty: 6061.481934
	Iteration 82Q: 3 clusters Score -2.693809e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200869 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26938096.000000 Penalty: 6061.481934
	Iteration 83Q: 3 clusters Score -2.69381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -26938112.000000 Penalty: 6061.481934
	Iteration 84Q: 3 clusters Score -2.693811e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200972 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -26938114.000000 Penalty: 6061.481934
	Iteration 85Q: 3 clusters Score -2.693811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201002 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -26938144.000000 Penalty: 6061.481934
	Iteration 86Q: 3 clusters Score -2.693814e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201042 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -26938160.000000 Penalty: 6061.481934
	Iteration 87Q: 3 clusters Score -2.693816e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201081 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -26938204.000000 Penalty: 6061.481934
	Iteration 88Q: 3 clusters Score -2.69382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -26938224.000000 Penalty: 6061.481934
	Iteration 89Q: 3 clusters Score -2.693822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201124 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -26938258.000000 Penalty: 6061.481934
	Iteration 90Q: 3 clusters Score -2.693826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201145 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -26938248.000000 Penalty: 6061.481934
	Iteration 91Q: 3 clusters Score -2.693825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201168 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26938242.000000 Penalty: 6061.481934
	Iteration 92Q: 3 clusters Score -2.693824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201187 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -26938288.000000 Penalty: 6061.481934
	Iteration 93Q: 3 clusters Score -2.693829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201200 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26938298.000000 Penalty: 6061.481934
	Iteration 94Q: 3 clusters Score -2.69383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201216 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -26938294.000000 Penalty: 6061.481934
	Iteration 95Q: 3 clusters Score -2.693829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201229 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -26938320.000000 Penalty: 6061.481934
	Iteration 96Q: 3 clusters Score -2.693832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201243 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -26938338.000000 Penalty: 6061.481934
	Iteration 97Q: 3 clusters Score -2.693834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201256 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -26938330.000000 Penalty: 6061.481934
	Iteration 98Q: 3 clusters Score -2.693833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -26938324.000000 Penalty: 6061.481934
	Iteration 99Q: 3 clusters Score -2.693832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201267 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26938352.000000 Penalty: 6061.481934
	Iteration 100F: 3 clusters Score -2.693835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201277 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -26938344.000000 Penalty: 6061.481934
	Iteration 101Q: 3 clusters Score -2.693834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201288 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26938348.000000 Penalty: 6061.481934
	Iteration 102Q: 3 clusters Score -2.693835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -26938348.000000 Penalty: 6061.481934
	Iteration 103Q: 3 clusters Score -2.693835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201305 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26938354.000000 Penalty: 6061.481934
	Iteration 104Q: 3 clusters Score -2.693835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201308 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -26938348.000000 Penalty: 6061.481934
	Iteration 105Q: 3 clusters Score -2.693835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201314 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -26938346.000000 Penalty: 6061.481934
	Iteration 106Q: 3 clusters Score -2.693835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201320 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -26938360.000000 Penalty: 6061.481934
	Iteration 107Q: 3 clusters Score -2.693836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201323 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -26938360.000000 Penalty: 6061.481934
	Iteration 108Q: 3 clusters Score -2.693836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201326 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -26938344.000000 Penalty: 6061.481934
	Iteration 109Q: 3 clusters Score -2.693834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201328 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -26938358.000000 Penalty: 6061.481934
	Iteration 110Q: 3 clusters Score -2.693836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201330 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -26938342.000000 Penalty: 6061.481934
	Iteration 111Q: 3 clusters Score -2.693834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201330 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -26938330.000000 Penalty: 6061.481934
	Iteration 112Q: 3 clusters Score -2.693833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201333 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -26938342.000000 Penalty: 6061.481934
	Iteration 113Q: 3 clusters Score -2.693834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201334 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -26938340.000000 Penalty: 6061.481934
	Iteration 114Q: 3 clusters Score -2.693834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201335 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -26938334.000000 Penalty: 6061.481934
	Iteration 115Q: 3 clusters Score -2.693833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201337 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -26938332.000000 Penalty: 6061.481934
	Iteration 116Q: 3 clusters Score -2.693833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201342 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -26938350.000000 Penalty: 6061.481934
	Iteration 117Q: 3 clusters Score -2.693835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201345 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -26938358.000000 Penalty: 6061.481934
	Iteration 118Q: 3 clusters Score -2.693836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201350 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -26938366.000000 Penalty: 6061.481934
	Iteration 119Q: 3 clusters Score -2.693837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -26938378.000000 Penalty: 6061.481934
	Iteration 120F: 3 clusters Score -2.693838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201362 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -26938374.000000 Penalty: 6061.481934
	Iteration 121Q: 3 clusters Score -2.693837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201365 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -26938358.000000 Penalty: 6061.481934
	Iteration 122Q: 3 clusters Score -2.693836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201365 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -26938342.000000 Penalty: 6061.481934
	Iteration 123Q: 3 clusters Score -2.693834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201368 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -26938352.000000 Penalty: 6061.481934
	Iteration 124Q: 3 clusters Score -2.693835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201369 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -26938356.000000 Penalty: 6061.481934
	Iteration 125Q: 3 clusters Score -2.693836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201369 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -26938356.000000 Penalty: 6061.481934
	Iteration 126F: 3 clusters Score -2.693836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -183185.328125 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -183185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180942.375000 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -180942.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -181316.000000 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -181316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181418.125000 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -181418.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -181456.000000 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -181456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -181485.468750 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -181485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181512.609375 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -181512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181534.062500 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -181534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181546.640625 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -181546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181552.500000 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -181552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -181554.656250 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -181554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181557.046875 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -181557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181557.046875 Penalty: 3591.006592
	Iteration 11F: 3 clusters Score -181557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30606 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161232 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68493 members 
Mstep: Class 13 contains 48455 members 
Mstep: Class 14 contains 46181 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 183298 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120089 members 
Mstep: Class 21 contains 42058 members 
Mstep: Class 22 contains 202953 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279968.000000 Penalty: 72127.992188
Iteration 399Q: 22 clusters Score -1.3528e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30609 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161216 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32894 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39430 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68490 members 
Mstep: Class 13 contains 48452 members 
Mstep: Class 14 contains 46184 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 183339 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120079 members 
Mstep: Class 21 contains 42057 members 
Mstep: Class 22 contains 202955 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279904.000000 Penalty: 72127.992188
Iteration 400F: 22 clusters Score -1.352799e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22091 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30614 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161210 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32888 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39430 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68481 members 
Mstep: Class 13 contains 48448 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 183375 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120072 members 
Mstep: Class 21 contains 42054 members 
Mstep: Class 22 contains 202948 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 401Q: 22 clusters Score -1.352799e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22089 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161211 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32883 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39430 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68473 members 
Mstep: Class 13 contains 48450 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 27426 members 
Mstep: Class 16 contains 183392 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120064 members 
Mstep: Class 21 contains 42050 members 
Mstep: Class 22 contains 202945 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279840.000000 Penalty: 72127.992188
Iteration 402Q: 22 clusters Score -1.352798e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22086 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30621 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161208 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32879 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39430 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68474 members 
Mstep: Class 13 contains 48446 members 
Mstep: Class 14 contains 46190 members 
Mstep: Class 15 contains 27425 members 
Mstep: Class 16 contains 183408 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120066 members 
Mstep: Class 21 contains 42046 members 
Mstep: Class 22 contains 202942 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 403Q: 22 clusters Score -1.352799e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22083 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30625 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161206 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32875 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39429 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68473 members 
Mstep: Class 13 contains 48443 members 
Mstep: Class 14 contains 46192 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 183420 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120064 members 
Mstep: Class 21 contains 42045 members 
Mstep: Class 22 contains 202942 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279792.000000 Penalty: 72127.992188
Iteration 404Q: 22 clusters Score -1.352798e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22080 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30627 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161202 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32869 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39426 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68473 members 
Mstep: Class 13 contains 48436 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27421 members 
Mstep: Class 16 contains 183431 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120064 members 
Mstep: Class 21 contains 42041 members 
Mstep: Class 22 contains 202956 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279808.000000 Penalty: 72127.992188
Iteration 405Q: 22 clusters Score -1.352798e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30630 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161200 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32866 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39425 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68473 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 183440 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120064 members 
Mstep: Class 21 contains 42037 members 
Mstep: Class 22 contains 202959 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 406Q: 22 clusters Score -1.352798e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30632 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161199 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32865 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39427 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68471 members 
Mstep: Class 13 contains 48434 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 183447 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120058 members 
Mstep: Class 21 contains 42027 members 
Mstep: Class 22 contains 202966 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 407Q: 22 clusters Score -1.352799e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30636 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161194 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32864 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39428 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68470 members 
Mstep: Class 13 contains 48434 members 
Mstep: Class 14 contains 46193 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 183453 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120055 members 
Mstep: Class 21 contains 42018 members 
Mstep: Class 22 contains 202975 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279872.000000 Penalty: 72127.992188
Iteration 408Q: 22 clusters Score -1.352799e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30640 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161193 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32860 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39429 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 13 contains 48433 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27421 members 
Mstep: Class 16 contains 183457 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120054 members 
Mstep: Class 21 contains 42014 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279808.000000 Penalty: 72127.992188
Iteration 409Q: 22 clusters Score -1.352798e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30643 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161194 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32855 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39430 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27420 members 
Mstep: Class 16 contains 183466 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120052 members 
Mstep: Class 21 contains 42009 members 
Mstep: Class 22 contains 202980 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 410Q: 22 clusters Score -1.352799e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30646 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161196 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32849 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39431 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 68472 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 46194 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 183464 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120057 members 
Mstep: Class 21 contains 42005 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279808.000000 Penalty: 72127.992188
Iteration 411Q: 22 clusters Score -1.352798e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30653 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32843 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39431 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68471 members 
Mstep: Class 13 contains 48426 members 
Mstep: Class 14 contains 46197 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 183457 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120056 members 
Mstep: Class 21 contains 42002 members 
Mstep: Class 22 contains 202992 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 412Q: 22 clusters Score -1.352797e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22077 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161207 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32836 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39433 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 13 contains 48426 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 183442 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120052 members 
Mstep: Class 21 contains 42002 members 
Mstep: Class 22 contains 203005 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279856.000000 Penalty: 72127.992188
Iteration 413Q: 22 clusters Score -1.352799e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30659 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32832 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68468 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 183435 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120047 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 203016 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 414Q: 22 clusters Score -1.352797e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30658 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32830 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68465 members 
Mstep: Class 13 contains 48424 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 183435 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120043 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 203016 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279776.000000 Penalty: 72127.992188
Iteration 415Q: 22 clusters Score -1.352798e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30659 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161226 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32829 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48426 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 183435 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120041 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 203013 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 416Q: 22 clusters Score -1.352797e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30660 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161234 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32825 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39435 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48427 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 183438 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120037 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 203010 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 417Q: 22 clusters Score -1.352797e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22076 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161240 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32823 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39436 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 183442 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 42000 members 
Mstep: Class 22 contains 203006 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279792.000000 Penalty: 72127.992188
Iteration 418Q: 22 clusters Score -1.352798e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161241 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32822 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183446 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 203011 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279760.000000 Penalty: 72127.992188
Iteration 419Q: 22 clusters Score -1.352798e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161241 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32821 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 183450 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 203005 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279776.000000 Penalty: 72127.992188
Iteration 420F: 22 clusters Score -1.352798e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30662 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161241 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32819 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39435 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183451 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120031 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 202999 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 421Q: 22 clusters Score -1.352798e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161242 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32816 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 183452 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 202998 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 422Q: 22 clusters Score -1.352798e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161244 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32814 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 183451 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 202997 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279824.000000 Penalty: 72127.992188
Iteration 423Q: 22 clusters Score -1.352798e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161248 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32811 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27414 members 
Mstep: Class 16 contains 183451 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120029 members 
Mstep: Class 21 contains 41999 members 
Mstep: Class 22 contains 202994 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279808.000000 Penalty: 72127.992188
Iteration 424Q: 22 clusters Score -1.352798e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161250 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32809 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 183452 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120031 members 
Mstep: Class 21 contains 41997 members 
Mstep: Class 22 contains 202989 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 425Q: 22 clusters Score -1.352797e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161250 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32810 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 183456 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120031 members 
Mstep: Class 21 contains 41997 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 426Q: 22 clusters Score -1.352797e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30660 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161245 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32809 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68465 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27418 members 
Mstep: Class 16 contains 183462 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120033 members 
Mstep: Class 21 contains 41995 members 
Mstep: Class 22 contains 202985 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279664.000000 Penalty: 72127.992188
Iteration 427Q: 22 clusters Score -1.352797e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30663 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161244 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32805 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48434 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27417 members 
Mstep: Class 16 contains 183463 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41991 members 
Mstep: Class 22 contains 202987 members 
Mstep: Class 23 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 428Q: 22 clusters Score -1.352797e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161247 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32804 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48433 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 183464 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41988 members 
Mstep: Class 22 contains 202986 members 
Mstep: Class 23 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279760.000000 Penalty: 72127.992188
Iteration 429Q: 22 clusters Score -1.352798e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161248 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32804 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46206 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 183471 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120037 members 
Mstep: Class 21 contains 41984 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279664.000000 Penalty: 72127.992188
Iteration 430Q: 22 clusters Score -1.352797e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22072 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161246 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46208 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 183479 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120034 members 
Mstep: Class 21 contains 41985 members 
Mstep: Class 22 contains 202987 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 431Q: 22 clusters Score -1.352797e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161243 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46207 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183488 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120034 members 
Mstep: Class 21 contains 41985 members 
Mstep: Class 22 contains 202987 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 432Q: 22 clusters Score -1.352797e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161243 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183491 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41984 members 
Mstep: Class 22 contains 202988 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 433Q: 22 clusters Score -1.352797e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161243 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46205 members 
Mstep: Class 15 contains 27411 members 
Mstep: Class 16 contains 183491 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202991 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 434Q: 22 clusters Score -1.352797e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161245 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46204 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183496 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202985 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 435Q: 22 clusters Score -1.352797e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161247 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32803 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 183500 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202980 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 436Q: 22 clusters Score -1.352797e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161247 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32802 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68457 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46200 members 
Mstep: Class 15 contains 27411 members 
Mstep: Class 16 contains 183503 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 437Q: 22 clusters Score -1.352797e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30664 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161247 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32804 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183505 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202977 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 438Q: 22 clusters Score -1.352797e+08 nChanged 14
Entering ConstructFrom: 
Score: -135279728.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 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 511 members 
Entering Unmasked Estep 
Score: -118813.234375 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118813.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119193.828125 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119193.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119563.039062 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119898.062500 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119898.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120062.648438 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120062.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120173.437500 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120173.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120249.171875 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120249.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120314.781250 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120314.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120376.242188 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120376.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120457.929688 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120457.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -120506.125000 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120536.843750 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -120561.195312 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120589.710938 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -120598.210938 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -120598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -120606.445312 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -120606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -120616.281250 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -120616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120621.765625 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -120621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120651.117188 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -120651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120657.515625 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -120657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -120661.523438 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -120661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -120669.601562 Penalty: 3425.750488
	Iteration 21Q: 3 clusters Score -120669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -120684.500000 Penalty: 3425.750488
	Iteration 22Q: 3 clusters Score -120684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120690.968750 Penalty: 3425.750488
	Iteration 23Q: 3 clusters Score -120691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120699.546875 Penalty: 3425.750488
	Iteration 24Q: 3 clusters Score -120699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120704.414062 Penalty: 3425.750488
	Iteration 25Q: 3 clusters Score -120704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -120707.109375 Penalty: 3425.750488
	Iteration 26Q: 3 clusters Score -120707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120710.117188 Penalty: 3425.750488
	Iteration 27Q: 3 clusters Score -120710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120714.070312 Penalty: 3425.750488
	Iteration 28Q: 3 clusters Score -120714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120715.164062 Penalty: 3425.750488
	Iteration 29Q: 3 clusters Score -120715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120715.164062 Penalty: 3425.750488
	Iteration 30F: 3 clusters Score -120715.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Entering Unmasked Estep 
Score: -2822191.000000 Penalty: 2480.500977
	Iteration 0F: 2 clusters Score -2822191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2806738.250000 Penalty: 4961.001953
	Iteration 0F: 3 clusters Score -2806738 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2812127.500000 Penalty: 4961.001953
	Iteration 1F: 3 clusters Score -2812128 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2812623.250000 Penalty: 4961.001953
	Iteration 2F: 3 clusters Score -2812623 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2813062.250000 Penalty: 4961.001953
	Iteration 3Q: 3 clusters Score -2813062 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2813599.750000 Penalty: 4961.001953
	Iteration 4Q: 3 clusters Score -2813600 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2814199.750000 Penalty: 4961.001953
	Iteration 5F: 3 clusters Score -2814200 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2814925.500000 Penalty: 4961.001953
	Iteration 6F: 3 clusters Score -2814926 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2815687.500000 Penalty: 4961.001953
	Iteration 7F: 3 clusters Score -2815688 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2816421.000000 Penalty: 4961.001953
	Iteration 8F: 3 clusters Score -2816421 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2817092.000000 Penalty: 4961.001953
	Iteration 9Q: 3 clusters Score -2817092 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2817599.500000 Penalty: 4961.001953
	Iteration 10Q: 3 clusters Score -2817600 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2817985.750000 Penalty: 4961.001953
	Iteration 11Q: 3 clusters Score -2817986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2818333.500000 Penalty: 4961.001953
	Iteration 12Q: 3 clusters Score -2818334 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2818638.250000 Penalty: 4961.001953
	Iteration 13Q: 3 clusters Score -2818638 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2818891.750000 Penalty: 4961.001953
	Iteration 14Q: 3 clusters Score -2818892 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2819115.500000 Penalty: 4961.001953
	Iteration 15Q: 3 clusters Score -2819116 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2819306.500000 Penalty: 4961.001953
	Iteration 16Q: 3 clusters Score -2819306 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2819489.000000 Penalty: 4961.001953
	Iteration 17Q: 3 clusters Score -2819489 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2819633.000000 Penalty: 4961.001953
	Iteration 18Q: 3 clusters Score -2819633 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2819749.250000 Penalty: 4961.001953
	Iteration 19Q: 3 clusters Score -2819749 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2819862.250000 Penalty: 4961.001953
	Iteration 20F: 3 clusters Score -2819862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2819943.000000 Penalty: 4961.001953
	Iteration 21Q: 3 clusters Score -2819943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2819979.000000 Penalty: 4961.001953
	Iteration 22Q: 3 clusters Score -2819979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2820015.750000 Penalty: 4961.001953
	Iteration 23Q: 3 clusters Score -2820016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2820031.750000 Penalty: 4961.001953
	Iteration 24Q: 3 clusters Score -2820032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2820052.500000 Penalty: 4961.001953
	Iteration 25Q: 3 clusters Score -2820052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2820069.000000 Penalty: 4961.001953
	Iteration 26Q: 3 clusters Score -2820069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2820091.250000 Penalty: 4961.001953
	Iteration 27Q: 3 clusters Score -2820091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2820101.500000 Penalty: 4961.001953
	Iteration 28Q: 3 clusters Score -2820102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2820107.750000 Penalty: 4961.001953
	Iteration 29Q: 3 clusters Score -2820108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2820124.000000 Penalty: 4961.001953
	Iteration 30Q: 3 clusters Score -2820124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2820125.000000 Penalty: 4961.001953
	Iteration 31Q: 3 clusters Score -2820125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2820125.500000 Penalty: 4961.001953
	Iteration 32Q: 3 clusters Score -2820126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2820134.250000 Penalty: 4961.001953
	Iteration 33Q: 3 clusters Score -2820134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2820148.000000 Penalty: 4961.001953
	Iteration 34Q: 3 clusters Score -2820148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2820156.500000 Penalty: 4961.001953
	Iteration 35Q: 3 clusters Score -2820156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2820158.000000 Penalty: 4961.001953
	Iteration 36Q: 3 clusters Score -2820158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2820157.500000 Penalty: 4961.001953
	Iteration 37Q: 3 clusters Score -2820158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2820163.250000 Penalty: 4961.001953
	Iteration 38Q: 3 clusters Score -2820163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2820168.500000 Penalty: 4961.001953
	Iteration 39Q: 3 clusters Score -2820168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2820172.000000 Penalty: 4961.001953
	Iteration 40F: 3 clusters Score -2820172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2820173.500000 Penalty: 4961.001953
	Iteration 41Q: 3 clusters Score -2820174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2820178.000000 Penalty: 4961.001953
	Iteration 42Q: 3 clusters Score -2820178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2820183.750000 Penalty: 4961.001953
	Iteration 43Q: 3 clusters Score -2820184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2820185.750000 Penalty: 4961.001953
	Iteration 44Q: 3 clusters Score -2820186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2820187.500000 Penalty: 4961.001953
	Iteration 45Q: 3 clusters Score -2820188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2820190.750000 Penalty: 4961.001953
	Iteration 46Q: 3 clusters Score -2820191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2820191.000000 Penalty: 4961.001953
	Iteration 47Q: 3 clusters Score -2820191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2820192.000000 Penalty: 4961.001953
	Iteration 48Q: 3 clusters Score -2820192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2820191.000000 Penalty: 4961.001953
	Iteration 49Q: 3 clusters Score -2820191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2820195.250000 Penalty: 4961.001953
	Iteration 50Q: 3 clusters Score -2820195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2820196.250000 Penalty: 4961.001953
	Iteration 51Q: 3 clusters Score -2820196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2820196.250000 Penalty: 4961.001953
	Iteration 52F: 3 clusters Score -2820196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -78953.531250 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -78953.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77294.398438 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -77294.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77511.296875 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -77511.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77588.796875 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -77588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77621.976562 Penalty: 3202.557617
	Iteration 3Q: 3 clusters Score -77621.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77640.843750 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -77640.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77654.968750 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -77654.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77654.968750 Penalty: 3202.557617
	Iteration 6F: 3 clusters Score -77654.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Entering Unmasked Estep 
Score: -3933116.000000 Penalty: 2562.065674
	Iteration 0F: 2 clusters Score -3933116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3912200.250000 Penalty: 5124.131348
	Iteration 0F: 3 clusters Score -3912200 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3919803.500000 Penalty: 5124.131348
	Iteration 1F: 3 clusters Score -3919804 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3920335.250000 Penalty: 5124.131348
	Iteration 2Q: 3 clusters Score -3920335 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3920869.750000 Penalty: 5124.131348
	Iteration 3Q: 3 clusters Score -3920870 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3921490.500000 Penalty: 5124.131348
	Iteration 4Q: 3 clusters Score -3921490 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3922259.000000 Penalty: 5124.131348
	Iteration 5Q: 3 clusters Score -3922259 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3923148.000000 Penalty: 5124.131348
	Iteration 6F: 3 clusters Score -3923148 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3924183.250000 Penalty: 5124.131348
	Iteration 7F: 3 clusters Score -3924183 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3925266.250000 Penalty: 5124.131348
	Iteration 8F: 3 clusters Score -3925266 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3926512.250000 Penalty: 5124.131348
	Iteration 9F: 3 clusters Score -3926512 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3927875.500000 Penalty: 5124.131348
	Iteration 10F: 3 clusters Score -3927876 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3929204.500000 Penalty: 5124.131348
	Iteration 11F: 3 clusters Score -3929204 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3930384.500000 Penalty: 5124.131348
	Iteration 12Q: 3 clusters Score -3930384 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3931348.500000 Penalty: 5124.131348
	Iteration 13Q: 3 clusters Score -3931348 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3931913.500000 Penalty: 5124.131348
	Iteration 14Q: 3 clusters Score -3931914 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3932181.500000 Penalty: 5124.131348
	Iteration 15Q: 3 clusters Score -3932182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3932317.500000 Penalty: 5124.131348
	Iteration 16Q: 3 clusters Score -3932318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3932380.500000 Penalty: 5124.131348
	Iteration 17Q: 3 clusters Score -3932380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3932442.500000 Penalty: 5124.131348
	Iteration 18Q: 3 clusters Score -3932442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3932478.500000 Penalty: 5124.131348
	Iteration 19Q: 3 clusters Score -3932478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3932501.750000 Penalty: 5124.131348
	Iteration 20F: 3 clusters Score -3932502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3932513.750000 Penalty: 5124.131348
	Iteration 21Q: 3 clusters Score -3932514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3932535.750000 Penalty: 5124.131348
	Iteration 22Q: 3 clusters Score -3932536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3932547.500000 Penalty: 5124.131348
	Iteration 23Q: 3 clusters Score -3932548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3932551.000000 Penalty: 5124.131348
	Iteration 24Q: 3 clusters Score -3932551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3932561.000000 Penalty: 5124.131348
	Iteration 25Q: 3 clusters Score -3932561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3932557.750000 Penalty: 5124.131348
	Iteration 26Q: 3 clusters Score -3932558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3932560.250000 Penalty: 5124.131348
	Iteration 27Q: 3 clusters Score -3932560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3932561.750000 Penalty: 5124.131348
	Iteration 28Q: 3 clusters Score -3932562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3932559.750000 Penalty: 5124.131348
	Iteration 29Q: 3 clusters Score -3932560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3932568.250000 Penalty: 5124.131348
	Iteration 30Q: 3 clusters Score -3932568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3932566.750000 Penalty: 5124.131348
	Iteration 31Q: 3 clusters Score -3932567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3932566.750000 Penalty: 5124.131348
	Iteration 32Q: 3 clusters Score -3932567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3932566.750000 Penalty: 5124.131348
	Iteration 33F: 3 clusters Score -3932567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 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 452 members 
Entering Unmasked Estep 
Score: -112663.984375 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112664 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113024.281250 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -113024.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113238.937500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113238.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113605.851562 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113605.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113881.101562 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -113881.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -113987.070312 Penalty: 3412.160645
	Iteration 5F: 3 clusters Score -113987.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114064.187500 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114064.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114121.523438 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114121.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114180.781250 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -114221.796875 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114275.328125 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114324.070312 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -114367.625000 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -114403.359375 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -114439.101562 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -114486.585938 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -114494.265625 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -114504.117188 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -114515.367188 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -114519.320312 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -114522.562500 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -114531.210938 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -114531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -114549.703125 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -114549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -114573.328125 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -114573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -114599.632812 Penalty: 3412.160645
	Iteration 24Q: 3 clusters Score -114599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -114600.625000 Penalty: 3412.160645
	Iteration 25Q: 3 clusters Score -114600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -114600.625000 Penalty: 3412.160645
	Iteration 26F: 3 clusters Score -114600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30666 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32801 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 16 contains 183502 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135278064.000000 Penalty: 75562.656250
Splitting cluster 5 changes total score from -135279728.000000 to -135278064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Entering Unmasked Estep 
Score: -21509520.000000 Penalty: 2973.695068
	Iteration 0F: 2 clusters Score -2.150952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -21406984.000000 Penalty: 5947.390137
	Iteration 0F: 3 clusters Score -2.140698e+07 nChanged 77197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -21452844.000000 Penalty: 5947.390137
	Iteration 1F: 3 clusters Score -2.145284e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -21454538.000000 Penalty: 5947.390137
	Iteration 2Q: 3 clusters Score -2.145454e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -21457210.000000 Penalty: 5947.390137
	Iteration 3Q: 3 clusters Score -2.145721e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -21461860.000000 Penalty: 5947.390137
	Iteration 4F: 3 clusters Score -2.146186e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -21468842.000000 Penalty: 5947.390137
	Iteration 5F: 3 clusters Score -2.146884e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -21478552.000000 Penalty: 5947.390137
	Iteration 6F: 3 clusters Score -2.147855e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -21489120.000000 Penalty: 5947.390137
	Iteration 7F: 3 clusters Score -2.148912e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138053 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -21496858.000000 Penalty: 5947.390137
	Iteration 8F: 3 clusters Score -2.149686e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143230 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -21501546.000000 Penalty: 5947.390137
	Iteration 9Q: 3 clusters Score -2.150155e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -21503822.000000 Penalty: 5947.390137
	Iteration 10Q: 3 clusters Score -2.150382e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148496 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -21504944.000000 Penalty: 5947.390137
	Iteration 11Q: 3 clusters Score -2.150494e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -21505764.000000 Penalty: 5947.390137
	Iteration 12Q: 3 clusters Score -2.150576e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -21506182.000000 Penalty: 5947.390137
	Iteration 13Q: 3 clusters Score -2.150618e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -21506472.000000 Penalty: 5947.390137
	Iteration 14Q: 3 clusters Score -2.150647e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153812 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -21506656.000000 Penalty: 5947.390137
	Iteration 15Q: 3 clusters Score -2.150666e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -21506894.000000 Penalty: 5947.390137
	Iteration 16Q: 3 clusters Score -2.150689e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155436 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -21507090.000000 Penalty: 5947.390137
	Iteration 17Q: 3 clusters Score -2.150709e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -21507146.000000 Penalty: 5947.390137
	Iteration 18Q: 3 clusters Score -2.150715e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156723 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21507324.000000 Penalty: 5947.390137
	Iteration 19Q: 3 clusters Score -2.150732e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21507418.000000 Penalty: 5947.390137
	Iteration 20F: 3 clusters Score -2.150742e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -21507452.000000 Penalty: 5947.390137
	Iteration 21Q: 3 clusters Score -2.150745e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -21507514.000000 Penalty: 5947.390137
	Iteration 22Q: 3 clusters Score -2.150751e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -21507546.000000 Penalty: 5947.390137
	Iteration 23Q: 3 clusters Score -2.150755e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158475 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21507580.000000 Penalty: 5947.390137
	Iteration 24Q: 3 clusters Score -2.150758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21507660.000000 Penalty: 5947.390137
	Iteration 25Q: 3 clusters Score -2.150766e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21507714.000000 Penalty: 5947.390137
	Iteration 26Q: 3 clusters Score -2.150771e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21507760.000000 Penalty: 5947.390137
	Iteration 27Q: 3 clusters Score -2.150776e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21507748.000000 Penalty: 5947.390137
	Iteration 28Q: 3 clusters Score -2.150775e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21507752.000000 Penalty: 5947.390137
	Iteration 29Q: 3 clusters Score -2.150775e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21507814.000000 Penalty: 5947.390137
	Iteration 30Q: 3 clusters Score -2.150781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21507810.000000 Penalty: 5947.390137
	Iteration 31Q: 3 clusters Score -2.150781e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159324 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21507794.000000 Penalty: 5947.390137
	Iteration 32Q: 3 clusters Score -2.150779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21507808.000000 Penalty: 5947.390137
	Iteration 33Q: 3 clusters Score -2.150781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21507820.000000 Penalty: 5947.390137
	Iteration 34Q: 3 clusters Score -2.150782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159426 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21507832.000000 Penalty: 5947.390137
	Iteration 35Q: 3 clusters Score -2.150783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21507852.000000 Penalty: 5947.390137
	Iteration 36Q: 3 clusters Score -2.150785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21507842.000000 Penalty: 5947.390137
	Iteration 37Q: 3 clusters Score -2.150784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -21507848.000000 Penalty: 5947.390137
	Iteration 38Q: 3 clusters Score -2.150785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21507830.000000 Penalty: 5947.390137
	Iteration 39Q: 3 clusters Score -2.150783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21507844.000000 Penalty: 5947.390137
	Iteration 40F: 3 clusters Score -2.150784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -21507822.000000 Penalty: 5947.390137
	Iteration 41Q: 3 clusters Score -2.150782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21507820.000000 Penalty: 5947.390137
	Iteration 42Q: 3 clusters Score -2.150782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21507838.000000 Penalty: 5947.390137
	Iteration 43Q: 3 clusters Score -2.150784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159575 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21507834.000000 Penalty: 5947.390137
	Iteration 44Q: 3 clusters Score -2.150783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159584 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21507840.000000 Penalty: 5947.390137
	Iteration 45Q: 3 clusters Score -2.150784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159591 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21507822.000000 Penalty: 5947.390137
	Iteration 46Q: 3 clusters Score -2.150782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21507822.000000 Penalty: 5947.390137
	Iteration 47Q: 3 clusters Score -2.150782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21507828.000000 Penalty: 5947.390137
	Iteration 48Q: 3 clusters Score -2.150783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21507832.000000 Penalty: 5947.390137
	Iteration 49Q: 3 clusters Score -2.150783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21507832.000000 Penalty: 5947.390137
	Iteration 50Q: 3 clusters Score -2.150783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21507820.000000 Penalty: 5947.390137
	Iteration 51Q: 3 clusters Score -2.150782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21507818.000000 Penalty: 5947.390137
	Iteration 52Q: 3 clusters Score -2.150782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21507818.000000 Penalty: 5947.390137
	Iteration 53Q: 3 clusters Score -2.150782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21507814.000000 Penalty: 5947.390137
	Iteration 54Q: 3 clusters Score -2.150781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -21507804.000000 Penalty: 5947.390137
	Iteration 55Q: 3 clusters Score -2.15078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21507804.000000 Penalty: 5947.390137
	Iteration 56Q: 3 clusters Score -2.15078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21507802.000000 Penalty: 5947.390137
	Iteration 57Q: 3 clusters Score -2.15078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159618 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -21507802.000000 Penalty: 5947.390137
	Iteration 58Q: 3 clusters Score -2.15078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21507802.000000 Penalty: 5947.390137
	Iteration 59Q: 3 clusters Score -2.15078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -21507802.000000 Penalty: 5947.390137
	Iteration 60F: 3 clusters Score -2.15078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21507786.000000 Penalty: 5947.390137
	Iteration 61Q: 3 clusters Score -2.150779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21507790.000000 Penalty: 5947.390137
	Iteration 62Q: 3 clusters Score -2.150779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159646 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21507796.000000 Penalty: 5947.390137
	Iteration 63Q: 3 clusters Score -2.15078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21507792.000000 Penalty: 5947.390137
	Iteration 64Q: 3 clusters Score -2.150779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21507792.000000 Penalty: 5947.390137
	Iteration 65Q: 3 clusters Score -2.150779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21507788.000000 Penalty: 5947.390137
	Iteration 66Q: 3 clusters Score -2.150779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21507782.000000 Penalty: 5947.390137
	Iteration 67Q: 3 clusters Score -2.150778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21507778.000000 Penalty: 5947.390137
	Iteration 68Q: 3 clusters Score -2.150778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21507770.000000 Penalty: 5947.390137
	Iteration 69Q: 3 clusters Score -2.150777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -21507776.000000 Penalty: 5947.390137
	Iteration 70Q: 3 clusters Score -2.150778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -21507776.000000 Penalty: 5947.390137
	Iteration 71F: 3 clusters Score -2.150778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -189070.843750 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -189070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -186835.546875 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -186835.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -187134.984375 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -187135 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187240.625000 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -187240.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187285.296875 Penalty: 3609.514893
	Iteration 3Q: 3 clusters Score -187285.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187321.687500 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -187321.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187344.875000 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -187344.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187358.953125 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -187359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187364.562500 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -187364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187370.703125 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -187370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187374.000000 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -187374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187375.593750 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -187375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187377.046875 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -187377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187377.750000 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -187377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187379.187500 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -187379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187382.515625 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -187382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187384.453125 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -187384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187384.906250 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -187384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187385.484375 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -187385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187387.531250 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -187387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187388.718750 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -187388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187389.531250 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -187389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187389.828125 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -187389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187389.828125 Penalty: 3609.514893
	Iteration 22F: 3 clusters Score -187389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Entering Unmasked Estep 
Score: -4320260.000000 Penalty: 2578.757080
	Iteration 0F: 2 clusters Score -4320260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4297764.500000 Penalty: 5157.514160
	Iteration 0F: 3 clusters Score -4297764 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4306025.500000 Penalty: 5157.514160
	Iteration 1F: 3 clusters Score -4306026 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4306495.500000 Penalty: 5157.514160
	Iteration 2Q: 3 clusters Score -4306496 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4307034.500000 Penalty: 5157.514160
	Iteration 3Q: 3 clusters Score -4307034 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4307620.000000 Penalty: 5157.514160
	Iteration 4Q: 3 clusters Score -4307620 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4308430.000000 Penalty: 5157.514160
	Iteration 5Q: 3 clusters Score -4308430 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4309470.000000 Penalty: 5157.514160
	Iteration 6F: 3 clusters Score -4309470 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4310987.500000 Penalty: 5157.514160
	Iteration 7F: 3 clusters Score -4310988 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4312821.000000 Penalty: 5157.514160
	Iteration 8F: 3 clusters Score -4312821 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4314586.000000 Penalty: 5157.514160
	Iteration 9F: 3 clusters Score -4314586 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4315976.000000 Penalty: 5157.514160
	Iteration 10Q: 3 clusters Score -4315976 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4316972.000000 Penalty: 5157.514160
	Iteration 11Q: 3 clusters Score -4316972 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4317417.000000 Penalty: 5157.514160
	Iteration 12Q: 3 clusters Score -4317417 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4317651.500000 Penalty: 5157.514160
	Iteration 13Q: 3 clusters Score -4317652 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4317755.500000 Penalty: 5157.514160
	Iteration 14Q: 3 clusters Score -4317756 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4317837.500000 Penalty: 5157.514160
	Iteration 15Q: 3 clusters Score -4317838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4317891.500000 Penalty: 5157.514160
	Iteration 16Q: 3 clusters Score -4317892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4317939.000000 Penalty: 5157.514160
	Iteration 17Q: 3 clusters Score -4317939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4317965.500000 Penalty: 5157.514160
	Iteration 18Q: 3 clusters Score -4317966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4317995.500000 Penalty: 5157.514160
	Iteration 19Q: 3 clusters Score -4317996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4318008.500000 Penalty: 5157.514160
	Iteration 20F: 3 clusters Score -4318008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4318019.000000 Penalty: 5157.514160
	Iteration 21Q: 3 clusters Score -4318019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4318027.500000 Penalty: 5157.514160
	Iteration 22Q: 3 clusters Score -4318028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4318038.000000 Penalty: 5157.514160
	Iteration 23Q: 3 clusters Score -4318038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4318055.000000 Penalty: 5157.514160
	Iteration 24Q: 3 clusters Score -4318055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4318064.500000 Penalty: 5157.514160
	Iteration 25Q: 3 clusters Score -4318064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4318073.000000 Penalty: 5157.514160
	Iteration 26Q: 3 clusters Score -4318073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4318074.000000 Penalty: 5157.514160
	Iteration 27Q: 3 clusters Score -4318074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4318077.000000 Penalty: 5157.514160
	Iteration 28Q: 3 clusters Score -4318077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4318084.500000 Penalty: 5157.514160
	Iteration 29Q: 3 clusters Score -4318084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4318090.500000 Penalty: 5157.514160
	Iteration 30Q: 3 clusters Score -4318090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4318095.500000 Penalty: 5157.514160
	Iteration 31Q: 3 clusters Score -4318096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4318093.500000 Penalty: 5157.514160
	Iteration 32Q: 3 clusters Score -4318094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4318101.500000 Penalty: 5157.514160
	Iteration 33Q: 3 clusters Score -4318102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4318103.000000 Penalty: 5157.514160
	Iteration 34Q: 3 clusters Score -4318103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4318110.000000 Penalty: 5157.514160
	Iteration 35Q: 3 clusters Score -4318110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4318106.500000 Penalty: 5157.514160
	Iteration 36Q: 3 clusters Score -4318106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4318115.000000 Penalty: 5157.514160
	Iteration 37Q: 3 clusters Score -4318115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4318112.500000 Penalty: 5157.514160
	Iteration 38Q: 3 clusters Score -4318112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4318108.000000 Penalty: 5157.514160
	Iteration 39Q: 3 clusters Score -4318108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4318108.000000 Penalty: 5157.514160
	Iteration 40F: 3 clusters Score -4318108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125373.093750 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125373.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125891.375000 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125891.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126300.890625 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126300.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126672.015625 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127031.750000 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -127031.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127522.250000 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -127522.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127674.250000 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -127674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127735.812500 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127752.070312 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127753.414062 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -127753.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127756.609375 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -127756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127756.609375 Penalty: 3457.482178
	Iteration 11F: 3 clusters Score -127756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30666 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32801 members 
Mstep: Class 9 contains 271 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 16 contains 183502 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135278448.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135279728.000000 to -135278448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Entering Unmasked Estep 
Score: -5315433.500000 Penalty: 2624.500244
	Iteration 0F: 2 clusters Score -5315434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5288529.500000 Penalty: 5249.000488
	Iteration 0F: 3 clusters Score -5288530 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5298619.000000 Penalty: 5249.000488
	Iteration 1F: 3 clusters Score -5298619 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5299058.000000 Penalty: 5249.000488
	Iteration 2Q: 3 clusters Score -5299058 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5299511.000000 Penalty: 5249.000488
	Iteration 3Q: 3 clusters Score -5299511 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5299968.000000 Penalty: 5249.000488
	Iteration 4Q: 3 clusters Score -5299968 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5300493.500000 Penalty: 5249.000488
	Iteration 5Q: 3 clusters Score -5300494 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5301111.500000 Penalty: 5249.000488
	Iteration 6Q: 3 clusters Score -5301112 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5301925.500000 Penalty: 5249.000488
	Iteration 7Q: 3 clusters Score -5301926 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5302969.000000 Penalty: 5249.000488
	Iteration 8Q: 3 clusters Score -5302969 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5304274.500000 Penalty: 5249.000488
	Iteration 9F: 3 clusters Score -5304274 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5305891.500000 Penalty: 5249.000488
	Iteration 10F: 3 clusters Score -5305892 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5307566.500000 Penalty: 5249.000488
	Iteration 11F: 3 clusters Score -5307566 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5308683.500000 Penalty: 5249.000488
	Iteration 12F: 3 clusters Score -5308684 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5309146.000000 Penalty: 5249.000488
	Iteration 13Q: 3 clusters Score -5309146 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5309351.500000 Penalty: 5249.000488
	Iteration 14Q: 3 clusters Score -5309352 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5309450.500000 Penalty: 5249.000488
	Iteration 15Q: 3 clusters Score -5309450 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5309523.500000 Penalty: 5249.000488
	Iteration 16Q: 3 clusters Score -5309524 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5309608.500000 Penalty: 5249.000488
	Iteration 17Q: 3 clusters Score -5309608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -5309689.000000 Penalty: 5249.000488
	Iteration 18Q: 3 clusters Score -5309689 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5309718.000000 Penalty: 5249.000488
	Iteration 19Q: 3 clusters Score -5309718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5309781.500000 Penalty: 5249.000488
	Iteration 20F: 3 clusters Score -5309782 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5309833.500000 Penalty: 5249.000488
	Iteration 21Q: 3 clusters Score -5309834 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5309882.500000 Penalty: 5249.000488
	Iteration 22Q: 3 clusters Score -5309882 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5309911.500000 Penalty: 5249.000488
	Iteration 23Q: 3 clusters Score -5309912 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5309926.000000 Penalty: 5249.000488
	Iteration 24Q: 3 clusters Score -5309926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5309936.500000 Penalty: 5249.000488
	Iteration 25Q: 3 clusters Score -5309936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5309968.500000 Penalty: 5249.000488
	Iteration 26Q: 3 clusters Score -5309968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5310009.500000 Penalty: 5249.000488
	Iteration 27Q: 3 clusters Score -5310010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -5310013.500000 Penalty: 5249.000488
	Iteration 28Q: 3 clusters Score -5310014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5310031.000000 Penalty: 5249.000488
	Iteration 29Q: 3 clusters Score -5310031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5310052.500000 Penalty: 5249.000488
	Iteration 30Q: 3 clusters Score -5310052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5310070.000000 Penalty: 5249.000488
	Iteration 31Q: 3 clusters Score -5310070 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5310070.000000 Penalty: 5249.000488
	Iteration 32Q: 3 clusters Score -5310070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5310069.500000 Penalty: 5249.000488
	Iteration 33Q: 3 clusters Score -5310070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -5310088.000000 Penalty: 5249.000488
	Iteration 34Q: 3 clusters Score -5310088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5310090.000000 Penalty: 5249.000488
	Iteration 35Q: 3 clusters Score -5310090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -5310074.000000 Penalty: 5249.000488
	Iteration 36Q: 3 clusters Score -5310074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5310094.500000 Penalty: 5249.000488
	Iteration 37Q: 3 clusters Score -5310094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -5310108.500000 Penalty: 5249.000488
	Iteration 38Q: 3 clusters Score -5310108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -5310120.000000 Penalty: 5249.000488
	Iteration 39Q: 3 clusters Score -5310120 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5310141.500000 Penalty: 5249.000488
	Iteration 40F: 3 clusters Score -5310142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5310164.500000 Penalty: 5249.000488
	Iteration 41Q: 3 clusters Score -5310164 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5310179.500000 Penalty: 5249.000488
	Iteration 42Q: 3 clusters Score -5310180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5310186.000000 Penalty: 5249.000488
	Iteration 43Q: 3 clusters Score -5310186 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5310203.500000 Penalty: 5249.000488
	Iteration 44Q: 3 clusters Score -5310204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5310216.500000 Penalty: 5249.000488
	Iteration 45Q: 3 clusters Score -5310216 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5310236.000000 Penalty: 5249.000488
	Iteration 46Q: 3 clusters Score -5310236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5310268.000000 Penalty: 5249.000488
	Iteration 47Q: 3 clusters Score -5310268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5310287.000000 Penalty: 5249.000488
	Iteration 48Q: 3 clusters Score -5310287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5310289.500000 Penalty: 5249.000488
	Iteration 49Q: 3 clusters Score -5310290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5310308.500000 Penalty: 5249.000488
	Iteration 50Q: 3 clusters Score -5310308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5310350.000000 Penalty: 5249.000488
	Iteration 51Q: 3 clusters Score -5310350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5310366.500000 Penalty: 5249.000488
	Iteration 52Q: 3 clusters Score -5310366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5310377.500000 Penalty: 5249.000488
	Iteration 53Q: 3 clusters Score -5310378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5310402.000000 Penalty: 5249.000488
	Iteration 54Q: 3 clusters Score -5310402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5310405.000000 Penalty: 5249.000488
	Iteration 55Q: 3 clusters Score -5310405 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5310428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -5310439.500000 Penalty: 5249.000488
	Iteration 57Q: 3 clusters Score -5310440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5310453.500000 Penalty: 5249.000488
	Iteration 58Q: 3 clusters Score -5310454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -5310465.000000 Penalty: 5249.000488
	Iteration 59Q: 3 clusters Score -5310465 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -5310488.500000 Penalty: 5249.000488
	Iteration 60F: 3 clusters Score -5310488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5310519.000000 Penalty: 5249.000488
	Iteration 61Q: 3 clusters Score -5310519 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5310569.000000 Penalty: 5249.000488
	Iteration 62Q: 3 clusters Score -5310569 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5310584.000000 Penalty: 5249.000488
	Iteration 63Q: 3 clusters Score -5310584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5310586.000000 Penalty: 5249.000488
	Iteration 64Q: 3 clusters Score -5310586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5310598.500000 Penalty: 5249.000488
	Iteration 65Q: 3 clusters Score -5310598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5310630.000000 Penalty: 5249.000488
	Iteration 66Q: 3 clusters Score -5310630 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5310676.500000 Penalty: 5249.000488
	Iteration 67Q: 3 clusters Score -5310676 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5310732.000000 Penalty: 5249.000488
	Iteration 68Q: 3 clusters Score -5310732 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5310791.500000 Penalty: 5249.000488
	Iteration 69Q: 3 clusters Score -5310792 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5310810.500000 Penalty: 5249.000488
	Iteration 70Q: 3 clusters Score -5310810 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5310878.000000 Penalty: 5249.000488
	Iteration 71Q: 3 clusters Score -5310878 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5310948.500000 Penalty: 5249.000488
	Iteration 72Q: 3 clusters Score -5310948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5310981.000000 Penalty: 5249.000488
	Iteration 73Q: 3 clusters Score -5310981 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5311013.500000 Penalty: 5249.000488
	Iteration 74Q: 3 clusters Score -5311014 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5311035.000000 Penalty: 5249.000488
	Iteration 75Q: 3 clusters Score -5311035 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5311097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -5311127.000000 Penalty: 5249.000488
	Iteration 77Q: 3 clusters Score -5311127 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -5311171.000000 Penalty: 5249.000488
	Iteration 78Q: 3 clusters Score -5311171 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5311238 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5311285 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5311331.000000 Penalty: 5249.000488
	Iteration 81Q: 3 clusters Score -5311331 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5311367.000000 Penalty: 5249.000488
	Iteration 82Q: 3 clusters Score -5311367 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5311423.000000 Penalty: 5249.000488
	Iteration 83Q: 3 clusters Score -5311423 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -5311461.500000 Penalty: 5249.000488
	Iteration 84Q: 3 clusters Score -5311462 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5311491.500000 Penalty: 5249.000488
	Iteration 85Q: 3 clusters Score -5311492 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -5311547.000000 Penalty: 5249.000488
	Iteration 86Q: 3 clusters Score -5311547 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5311616.500000 Penalty: 5249.000488
	Iteration 87Q: 3 clusters Score -5311616 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5311645.000000 Penalty: 5249.000488
	Iteration 88Q: 3 clusters Score -5311645 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5311695.000000 Penalty: 5249.000488
	Iteration 89Q: 3 clusters Score -5311695 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5311740.500000 Penalty: 5249.000488
	Iteration 90Q: 3 clusters Score -5311740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5311796.000000 Penalty: 5249.000488
	Iteration 91Q: 3 clusters Score -5311796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5311886.000000 Penalty: 5249.000488
	Iteration 92Q: 3 clusters Score -5311886 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5311942.500000 Penalty: 5249.000488
	Iteration 93Q: 3 clusters Score -5311942 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -5312006.000000 Penalty: 5249.000488
	Iteration 94Q: 3 clusters Score -5312006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5312048.500000 Penalty: 5249.000488
	Iteration 95Q: 3 clusters Score -5312048 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5312098.000000 Penalty: 5249.000488
	Iteration 96Q: 3 clusters Score -5312098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5312144.500000 Penalty: 5249.000488
	Iteration 97Q: 3 clusters Score -5312144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -5312207.000000 Penalty: 5249.000488
	Iteration 98Q: 3 clusters Score -5312207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5312291.500000 Penalty: 5249.000488
	Iteration 99Q: 3 clusters Score -5312292 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5312355.500000 Penalty: 5249.000488
	Iteration 100F: 3 clusters Score -5312356 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -5312451.000000 Penalty: 5249.000488
	Iteration 101Q: 3 clusters Score -5312451 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5312518.000000 Penalty: 5249.000488
	Iteration 102Q: 3 clusters Score -5312518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5312590.500000 Penalty: 5249.000488
	Iteration 103Q: 3 clusters Score -5312590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5312656.000000 Penalty: 5249.000488
	Iteration 104Q: 3 clusters Score -5312656 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5312720.000000 Penalty: 5249.000488
	Iteration 105Q: 3 clusters Score -5312720 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -5312756.500000 Penalty: 5249.000488
	Iteration 106Q: 3 clusters Score -5312756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5312799.000000 Penalty: 5249.000488
	Iteration 107Q: 3 clusters Score -5312799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5312828.000000 Penalty: 5249.000488
	Iteration 108Q: 3 clusters Score -5312828 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5312861.000000 Penalty: 5249.000488
	Iteration 109Q: 3 clusters Score -5312861 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5312897.000000 Penalty: 5249.000488
	Iteration 110Q: 3 clusters Score -5312897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5312920.000000 Penalty: 5249.000488
	Iteration 111Q: 3 clusters Score -5312920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -5312965.500000 Penalty: 5249.000488
	Iteration 112Q: 3 clusters Score -5312966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5312994.500000 Penalty: 5249.000488
	Iteration 113Q: 3 clusters Score -5312994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5313003.500000 Penalty: 5249.000488
	Iteration 114Q: 3 clusters Score -5313004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5313016.000000 Penalty: 5249.000488
	Iteration 115Q: 3 clusters Score -5313016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5313043.500000 Penalty: 5249.000488
	Iteration 116Q: 3 clusters Score -5313044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5313074.000000 Penalty: 5249.000488
	Iteration 117Q: 3 clusters Score -5313074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5313106.000000 Penalty: 5249.000488
	Iteration 118Q: 3 clusters Score -5313106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5313110.500000 Penalty: 5249.000488
	Iteration 119Q: 3 clusters Score -5313110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5313127.500000 Penalty: 5249.000488
	Iteration 120F: 3 clusters Score -5313128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5313133.000000 Penalty: 5249.000488
	Iteration 121Q: 3 clusters Score -5313133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5313161.000000 Penalty: 5249.000488
	Iteration 122Q: 3 clusters Score -5313161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5313161.500000 Penalty: 5249.000488
	Iteration 123Q: 3 clusters Score -5313162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5313174.000000 Penalty: 5249.000488
	Iteration 124Q: 3 clusters Score -5313174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5313172.500000 Penalty: 5249.000488
	Iteration 125Q: 3 clusters Score -5313172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5313166.500000 Penalty: 5249.000488
	Iteration 126Q: 3 clusters Score -5313166 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5313173.000000 Penalty: 5249.000488
	Iteration 127Q: 3 clusters Score -5313173 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5313171 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5313171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -5313182.000000 Penalty: 5249.000488
	Iteration 130Q: 3 clusters Score -5313182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5313186.500000 Penalty: 5249.000488
	Iteration 131Q: 3 clusters Score -5313186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5313195.000000 Penalty: 5249.000488
	Iteration 132Q: 3 clusters Score -5313195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5313188.000000 Penalty: 5249.000488
	Iteration 133Q: 3 clusters Score -5313188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5313191.000000 Penalty: 5249.000488
	Iteration 134Q: 3 clusters Score -5313191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5313190.000000 Penalty: 5249.000488
	Iteration 135Q: 3 clusters Score -5313190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5313196.500000 Penalty: 5249.000488
	Iteration 136Q: 3 clusters Score -5313196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5313199.000000 Penalty: 5249.000488
	Iteration 137Q: 3 clusters Score -5313199 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -5313195.000000 Penalty: 5249.000488
	Iteration 138Q: 3 clusters Score -5313195 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5313188 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5313188.000000 Penalty: 5249.000488
	Iteration 140F: 3 clusters Score -5313188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5313197.000000 Penalty: 5249.000488
	Iteration 141Q: 3 clusters Score -5313197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -5313200.000000 Penalty: 5249.000488
	Iteration 142Q: 3 clusters Score -5313200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5313206.000000 Penalty: 5249.000488
	Iteration 143Q: 3 clusters Score -5313206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5313208.500000 Penalty: 5249.000488
	Iteration 144Q: 3 clusters Score -5313208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5313209.500000 Penalty: 5249.000488
	Iteration 145Q: 3 clusters Score -5313210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5313208.000000 Penalty: 5249.000488
	Iteration 146Q: 3 clusters Score -5313208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -5313213.000000 Penalty: 5249.000488
	Iteration 147Q: 3 clusters Score -5313213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -5313208.500000 Penalty: 5249.000488
	Iteration 148Q: 3 clusters Score -5313208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5313209.000000 Penalty: 5249.000488
	Iteration 149Q: 3 clusters Score -5313209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5313215.000000 Penalty: 5249.000488
	Iteration 150Q: 3 clusters Score -5313215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5313224.500000 Penalty: 5249.000488
	Iteration 151Q: 3 clusters Score -5313224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5313221.000000 Penalty: 5249.000488
	Iteration 152Q: 3 clusters Score -5313221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5313223.500000 Penalty: 5249.000488
	Iteration 153Q: 3 clusters Score -5313224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5313229.500000 Penalty: 5249.000488
	Iteration 154Q: 3 clusters Score -5313230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -5313223.000000 Penalty: 5249.000488
	Iteration 155Q: 3 clusters Score -5313223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5313220.000000 Penalty: 5249.000488
	Iteration 156Q: 3 clusters Score -5313220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5313226.000000 Penalty: 5249.000488
	Iteration 157Q: 3 clusters Score -5313226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5313228.500000 Penalty: 5249.000488
	Iteration 158Q: 3 clusters Score -5313228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5313226.000000 Penalty: 5249.000488
	Iteration 159Q: 3 clusters Score -5313226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5313225.500000 Penalty: 5249.000488
	Iteration 160F: 3 clusters Score -5313226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -5313233.500000 Penalty: 5249.000488
	Iteration 161Q: 3 clusters Score -5313234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5313233.000000 Penalty: 5249.000488
	Iteration 162Q: 3 clusters Score -5313233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5313237.000000 Penalty: 5249.000488
	Iteration 163Q: 3 clusters Score -5313237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5313236.500000 Penalty: 5249.000488
	Iteration 164Q: 3 clusters Score -5313236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5313238.500000 Penalty: 5249.000488
	Iteration 165Q: 3 clusters Score -5313238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -5313245.000000 Penalty: 5249.000488
	Iteration 166Q: 3 clusters Score -5313245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5313238.000000 Penalty: 5249.000488
	Iteration 167Q: 3 clusters Score -5313238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5313244.500000 Penalty: 5249.000488
	Iteration 168Q: 3 clusters Score -5313244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5313247.000000 Penalty: 5249.000488
	Iteration 169Q: 3 clusters Score -5313247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5313246.500000 Penalty: 5249.000488
	Iteration 170Q: 3 clusters Score -5313246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5313250.000000 Penalty: 5249.000488
	Iteration 171Q: 3 clusters Score -5313250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5313251.000000 Penalty: 5249.000488
	Iteration 172Q: 3 clusters Score -5313251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5313246.000000 Penalty: 5249.000488
	Iteration 173Q: 3 clusters Score -5313246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5313248.500000 Penalty: 5249.000488
	Iteration 174Q: 3 clusters Score -5313248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5313250.000000 Penalty: 5249.000488
	Iteration 175Q: 3 clusters Score -5313250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5313254.000000 Penalty: 5249.000488
	Iteration 176Q: 3 clusters Score -5313254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5313255.500000 Penalty: 5249.000488
	Iteration 177Q: 3 clusters Score -5313256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5313249.000000 Penalty: 5249.000488
	Iteration 178Q: 3 clusters Score -5313249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -5313258.500000 Penalty: 5249.000488
	Iteration 179Q: 3 clusters Score -5313258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5313258.000000 Penalty: 5249.000488
	Iteration 180F: 3 clusters Score -5313258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -5313262.500000 Penalty: 5249.000488
	Iteration 181Q: 3 clusters Score -5313262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5313262.500000 Penalty: 5249.000488
	Iteration 182Q: 3 clusters Score -5313262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5313272.000000 Penalty: 5249.000488
	Iteration 183Q: 3 clusters Score -5313272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5313279.000000 Penalty: 5249.000488
	Iteration 184Q: 3 clusters Score -5313279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5313283.500000 Penalty: 5249.000488
	Iteration 185Q: 3 clusters Score -5313284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5313285.000000 Penalty: 5249.000488
	Iteration 186Q: 3 clusters Score -5313285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -5313280.500000 Penalty: 5249.000488
	Iteration 187Q: 3 clusters Score -5313280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5313293.500000 Penalty: 5249.000488
	Iteration 188Q: 3 clusters Score -5313294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5313299.000000 Penalty: 5249.000488
	Iteration 189Q: 3 clusters Score -5313299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -5313308.000000 Penalty: 5249.000488
	Iteration 190Q: 3 clusters Score -5313308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5313310.500000 Penalty: 5249.000488
	Iteration 191Q: 3 clusters Score -5313310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -5313306.000000 Penalty: 5249.000488
	Iteration 192Q: 3 clusters Score -5313306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5313315.000000 Penalty: 5249.000488
	Iteration 193Q: 3 clusters Score -5313315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5313311.000000 Penalty: 5249.000488
	Iteration 194Q: 3 clusters Score -5313311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5313308.500000 Penalty: 5249.000488
	Iteration 195Q: 3 clusters Score -5313308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5313314.500000 Penalty: 5249.000488
	Iteration 196Q: 3 clusters Score -5313314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5313323.000000 Penalty: 5249.000488
	Iteration 197Q: 3 clusters Score -5313323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5313320.000000 Penalty: 5249.000488
	Iteration 198Q: 3 clusters Score -5313320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5313321.500000 Penalty: 5249.000488
	Iteration 199Q: 3 clusters Score -5313322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5313317.000000 Penalty: 5249.000488
	Iteration 200F: 3 clusters Score -5313317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -5313318.500000 Penalty: 5249.000488
	Iteration 201Q: 3 clusters Score -5313318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -5313319.000000 Penalty: 5249.000488
	Iteration 202Q: 3 clusters Score -5313319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5313315.000000 Penalty: 5249.000488
	Iteration 203Q: 3 clusters Score -5313315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5313312.500000 Penalty: 5249.000488
	Iteration 204Q: 3 clusters Score -5313312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5313314.500000 Penalty: 5249.000488
	Iteration 205Q: 3 clusters Score -5313314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5313317.000000 Penalty: 5249.000488
	Iteration 206Q: 3 clusters Score -5313317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5313317.000000 Penalty: 5249.000488
	Iteration 207F: 3 clusters Score -5313317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -324398.718750 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -324398.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -321362.093750 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -321362.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -321952.250000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -321952.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -322113.812500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -322113.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -322223.031250 Penalty: 3908.503906
	Iteration 3Q: 3 clusters Score -322223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -322303.218750 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -322303.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322371.968750 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -322372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322432.593750 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -322432.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -322503.281250 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -322503.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -322584.531250 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -322584.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322660.500000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -322660.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -322758.468750 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -322758.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322880.593750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -322880.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -323010.187500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -323010.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -323110.500000 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -323110.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323183.968750 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -323184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -323231.875000 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -323231.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -323248.187500 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -323248.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -323261.125000 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -323261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323269.250000 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -323269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -323277.000000 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -323277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -323294.156250 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -323294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -323338.906250 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -323338.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -323356.156250 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -323356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323364.656250 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -323364.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -323369.406250 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -323369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -323374.187500 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -323374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -323377.843750 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -323377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -323379.750000 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -323379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -323382.375000 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -323382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -323384.812500 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -323384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -323385.531250 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -323385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -323385.968750 Penalty: 3908.503906
	Iteration 31Q: 3 clusters Score -323386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -323386.343750 Penalty: 3908.503906
	Iteration 32Q: 3 clusters Score -323386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -323386.343750 Penalty: 3908.503906
	Iteration 33F: 3 clusters Score -323386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Entering Unmasked Estep 
Score: -9181329.000000 Penalty: 2761.229492
	Iteration 0F: 2 clusters Score -9181329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -9135482.000000 Penalty: 5522.458984
	Iteration 0F: 3 clusters Score -9135482 nChanged 31990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -9153261.000000 Penalty: 5522.458984
	Iteration 1F: 3 clusters Score -9153261 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -9153880.000000 Penalty: 5522.458984
	Iteration 2Q: 3 clusters Score -9153880 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -9154696.000000 Penalty: 5522.458984
	Iteration 3Q: 3 clusters Score -9154696 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -9155492.000000 Penalty: 5522.458984
	Iteration 4Q: 3 clusters Score -9155492 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -9156947.000000 Penalty: 5522.458984
	Iteration 5Q: 3 clusters Score -9156947 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -9158954.000000 Penalty: 5522.458984
	Iteration 6F: 3 clusters Score -9158954 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9161978.000000 Penalty: 5522.458984
	Iteration 7F: 3 clusters Score -9161978 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -9165959.000000 Penalty: 5522.458984
	Iteration 8F: 3 clusters Score -9165959 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -9169907.000000 Penalty: 5522.458984
	Iteration 9F: 3 clusters Score -9169907 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -9173045.000000 Penalty: 5522.458984
	Iteration 10Q: 3 clusters Score -9173045 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -9175061.000000 Penalty: 5522.458984
	Iteration 11Q: 3 clusters Score -9175061 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -9176199.000000 Penalty: 5522.458984
	Iteration 12Q: 3 clusters Score -9176199 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -9176823.000000 Penalty: 5522.458984
	Iteration 13Q: 3 clusters Score -9176823 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -9177225.000000 Penalty: 5522.458984
	Iteration 14Q: 3 clusters Score -9177225 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -9177524.000000 Penalty: 5522.458984
	Iteration 15Q: 3 clusters Score -9177524 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -9177783.000000 Penalty: 5522.458984
	Iteration 16Q: 3 clusters Score -9177783 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -9178015.000000 Penalty: 5522.458984
	Iteration 17Q: 3 clusters Score -9178015 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -9178157.000000 Penalty: 5522.458984
	Iteration 18Q: 3 clusters Score -9178157 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -9178307.000000 Penalty: 5522.458984
	Iteration 19Q: 3 clusters Score -9178307 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -9178409.000000 Penalty: 5522.458984
	Iteration 20F: 3 clusters Score -9178409 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -9178514.000000 Penalty: 5522.458984
	Iteration 21Q: 3 clusters Score -9178514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -9178586.000000 Penalty: 5522.458984
	Iteration 22Q: 3 clusters Score -9178586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -9178639.000000 Penalty: 5522.458984
	Iteration 23Q: 3 clusters Score -9178639 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -9178688.000000 Penalty: 5522.458984
	Iteration 24Q: 3 clusters Score -9178688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -9178736.000000 Penalty: 5522.458984
	Iteration 25Q: 3 clusters Score -9178736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -9178764.000000 Penalty: 5522.458984
	Iteration 26Q: 3 clusters Score -9178764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -9178791.000000 Penalty: 5522.458984
	Iteration 27Q: 3 clusters Score -9178791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -9178792.000000 Penalty: 5522.458984
	Iteration 28Q: 3 clusters Score -9178792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -9178830.000000 Penalty: 5522.458984
	Iteration 29Q: 3 clusters Score -9178830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -9178839.000000 Penalty: 5522.458984
	Iteration 30Q: 3 clusters Score -9178839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -9178843.000000 Penalty: 5522.458984
	Iteration 31Q: 3 clusters Score -9178843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -9178865.000000 Penalty: 5522.458984
	Iteration 32Q: 3 clusters Score -9178865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -9178881.000000 Penalty: 5522.458984
	Iteration 33Q: 3 clusters Score -9178881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -9178894.000000 Penalty: 5522.458984
	Iteration 34Q: 3 clusters Score -9178894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -9178902.000000 Penalty: 5522.458984
	Iteration 35Q: 3 clusters Score -9178902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -9178901.000000 Penalty: 5522.458984
	Iteration 36Q: 3 clusters Score -9178901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -9178899.000000 Penalty: 5522.458984
	Iteration 37Q: 3 clusters Score -9178899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -9178889.000000 Penalty: 5522.458984
	Iteration 38Q: 3 clusters Score -9178889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -9178898.000000 Penalty: 5522.458984
	Iteration 39Q: 3 clusters Score -9178898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -9178898.000000 Penalty: 5522.458984
	Iteration 40F: 3 clusters Score -9178898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -9178911.000000 Penalty: 5522.458984
	Iteration 41Q: 3 clusters Score -9178911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9178915.000000 Penalty: 5522.458984
	Iteration 42Q: 3 clusters Score -9178915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -9178922.000000 Penalty: 5522.458984
	Iteration 43Q: 3 clusters Score -9178922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -9178922.000000 Penalty: 5522.458984
	Iteration 44Q: 3 clusters Score -9178922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -9178935.000000 Penalty: 5522.458984
	Iteration 45Q: 3 clusters Score -9178935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9178939.000000 Penalty: 5522.458984
	Iteration 46Q: 3 clusters Score -9178939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -9178940.000000 Penalty: 5522.458984
	Iteration 47Q: 3 clusters Score -9178940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -9178942.000000 Penalty: 5522.458984
	Iteration 48Q: 3 clusters Score -9178942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -9178950.000000 Penalty: 5522.458984
	Iteration 49Q: 3 clusters Score -9178950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -9178941.000000 Penalty: 5522.458984
	Iteration 50Q: 3 clusters Score -9178941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -9178946.000000 Penalty: 5522.458984
	Iteration 51Q: 3 clusters Score -9178946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -9178949.000000 Penalty: 5522.458984
	Iteration 52Q: 3 clusters Score -9178949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -9178955.000000 Penalty: 5522.458984
	Iteration 53Q: 3 clusters Score -9178955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -9178963.000000 Penalty: 5522.458984
	Iteration 54Q: 3 clusters Score -9178963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -9178958.000000 Penalty: 5522.458984
	Iteration 55Q: 3 clusters Score -9178958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -9178957.000000 Penalty: 5522.458984
	Iteration 56Q: 3 clusters Score -9178957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -9178954.000000 Penalty: 5522.458984
	Iteration 57Q: 3 clusters Score -9178954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -9178959.000000 Penalty: 5522.458984
	Iteration 58Q: 3 clusters Score -9178959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -9178960.000000 Penalty: 5522.458984
	Iteration 59Q: 3 clusters Score -9178960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -9178962.000000 Penalty: 5522.458984
	Iteration 60F: 3 clusters Score -9178962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9178964.000000 Penalty: 5522.458984
	Iteration 61Q: 3 clusters Score -9178964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -9178960.000000 Penalty: 5522.458984
	Iteration 62Q: 3 clusters Score -9178960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9178965.000000 Penalty: 5522.458984
	Iteration 63Q: 3 clusters Score -9178965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9178965.000000 Penalty: 5522.458984
	Iteration 64F: 3 clusters Score -9178965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Entering Unmasked Estep 
Score: -6516233.500000 Penalty: 2675.387939
	Iteration 0F: 2 clusters Score -6516234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6483591.000000 Penalty: 5350.775879
	Iteration 0F: 3 clusters Score -6483591 nChanged 22357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6495889.000000 Penalty: 5350.775879
	Iteration 1F: 3 clusters Score -6495889 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6496286.500000 Penalty: 5350.775879
	Iteration 2Q: 3 clusters Score -6496286 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -6496716.000000 Penalty: 5350.775879
	Iteration 3Q: 3 clusters Score -6496716 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6497151.500000 Penalty: 5350.775879
	Iteration 4Q: 3 clusters Score -6497152 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6497655.000000 Penalty: 5350.775879
	Iteration 5Q: 3 clusters Score -6497655 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6498287.500000 Penalty: 5350.775879
	Iteration 6Q: 3 clusters Score -6498288 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -6499272.500000 Penalty: 5350.775879
	Iteration 7Q: 3 clusters Score -6499272 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -6500998.000000 Penalty: 5350.775879
	Iteration 8F: 3 clusters Score -6500998 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -6503663.500000 Penalty: 5350.775879
	Iteration 9F: 3 clusters Score -6503664 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -6506946.000000 Penalty: 5350.775879
	Iteration 10F: 3 clusters Score -6506946 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -6509715.000000 Penalty: 5350.775879
	Iteration 11F: 3 clusters Score -6509715 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6511619.000000 Penalty: 5350.775879
	Iteration 12Q: 3 clusters Score -6511619 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6512707.500000 Penalty: 5350.775879
	Iteration 13Q: 3 clusters Score -6512708 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6513252.000000 Penalty: 5350.775879
	Iteration 14Q: 3 clusters Score -6513252 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -6513558.500000 Penalty: 5350.775879
	Iteration 15Q: 3 clusters Score -6513558 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -6513766.500000 Penalty: 5350.775879
	Iteration 16Q: 3 clusters Score -6513766 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -6513886.500000 Penalty: 5350.775879
	Iteration 17Q: 3 clusters Score -6513886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -6513950.000000 Penalty: 5350.775879
	Iteration 18Q: 3 clusters Score -6513950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6513998.000000 Penalty: 5350.775879
	Iteration 19Q: 3 clusters Score -6513998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -6514033.000000 Penalty: 5350.775879
	Iteration 20F: 3 clusters Score -6514033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6514057.000000 Penalty: 5350.775879
	Iteration 21Q: 3 clusters Score -6514057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -6514072.000000 Penalty: 5350.775879
	Iteration 22Q: 3 clusters Score -6514072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -6514094.000000 Penalty: 5350.775879
	Iteration 23Q: 3 clusters Score -6514094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6514119.500000 Penalty: 5350.775879
	Iteration 24Q: 3 clusters Score -6514120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6514133.000000 Penalty: 5350.775879
	Iteration 25Q: 3 clusters Score -6514133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -6514133.000000 Penalty: 5350.775879
	Iteration 26Q: 3 clusters Score -6514133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6514142.000000 Penalty: 5350.775879
	Iteration 27Q: 3 clusters Score -6514142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6514147.000000 Penalty: 5350.775879
	Iteration 28Q: 3 clusters Score -6514147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6514145.500000 Penalty: 5350.775879
	Iteration 29Q: 3 clusters Score -6514146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -6514152.000000 Penalty: 5350.775879
	Iteration 30Q: 3 clusters Score -6514152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6514152.500000 Penalty: 5350.775879
	Iteration 31Q: 3 clusters Score -6514152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -6514152.000000 Penalty: 5350.775879
	Iteration 32Q: 3 clusters Score -6514152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -6514155.000000 Penalty: 5350.775879
	Iteration 33Q: 3 clusters Score -6514155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -6514158.500000 Penalty: 5350.775879
	Iteration 34Q: 3 clusters Score -6514158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6514163.000000 Penalty: 5350.775879
	Iteration 35Q: 3 clusters Score -6514163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -6514163.000000 Penalty: 5350.775879
	Iteration 36Q: 3 clusters Score -6514163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6514162.000000 Penalty: 5350.775879
	Iteration 37Q: 3 clusters Score -6514162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -6514163.000000 Penalty: 5350.775879
	Iteration 38Q: 3 clusters Score -6514163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6514161.500000 Penalty: 5350.775879
	Iteration 39Q: 3 clusters Score -6514162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6514159.000000 Penalty: 5350.775879
	Iteration 40F: 3 clusters Score -6514159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6514167.500000 Penalty: 5350.775879
	Iteration 41Q: 3 clusters Score -6514168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6514168.500000 Penalty: 5350.775879
	Iteration 42Q: 3 clusters Score -6514168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6514167.000000 Penalty: 5350.775879
	Iteration 43Q: 3 clusters Score -6514167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6514166.500000 Penalty: 5350.775879
	Iteration 44Q: 3 clusters Score -6514166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -6514166.500000 Penalty: 5350.775879
	Iteration 45Q: 3 clusters Score -6514166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6514166.500000 Penalty: 5350.775879
	Iteration 46Q: 3 clusters Score -6514166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6514166.500000 Penalty: 5350.775879
	Iteration 47F: 3 clusters Score -6514166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Entering Unmasked Estep 
Score: -6220139.000000 Penalty: 2663.696777
	Iteration 0F: 2 clusters Score -6220139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6188838.000000 Penalty: 5327.393555
	Iteration 0F: 3 clusters Score -6188838 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -6200835.500000 Penalty: 5327.393555
	Iteration 1F: 3 clusters Score -6200836 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6201554.500000 Penalty: 5327.393555
	Iteration 2Q: 3 clusters Score -6201554 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6202345.000000 Penalty: 5327.393555
	Iteration 3Q: 3 clusters Score -6202345 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6203185.000000 Penalty: 5327.393555
	Iteration 4Q: 3 clusters Score -6203185 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -6204269.500000 Penalty: 5327.393555
	Iteration 5Q: 3 clusters Score -6204270 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -6205613.500000 Penalty: 5327.393555
	Iteration 6F: 3 clusters Score -6205614 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6207313.500000 Penalty: 5327.393555
	Iteration 7F: 3 clusters Score -6207314 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -6209387.500000 Penalty: 5327.393555
	Iteration 8F: 3 clusters Score -6209388 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6211704.500000 Penalty: 5327.393555
	Iteration 9F: 3 clusters Score -6211704 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6214049.500000 Penalty: 5327.393555
	Iteration 10F: 3 clusters Score -6214050 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6215822.000000 Penalty: 5327.393555
	Iteration 11Q: 3 clusters Score -6215822 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6216840.500000 Penalty: 5327.393555
	Iteration 12Q: 3 clusters Score -6216840 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6217277.500000 Penalty: 5327.393555
	Iteration 13Q: 3 clusters Score -6217278 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -6217505.000000 Penalty: 5327.393555
	Iteration 14Q: 3 clusters Score -6217505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -6217630.500000 Penalty: 5327.393555
	Iteration 15Q: 3 clusters Score -6217630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -6217682.000000 Penalty: 5327.393555
	Iteration 16Q: 3 clusters Score -6217682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -6217716.000000 Penalty: 5327.393555
	Iteration 17Q: 3 clusters Score -6217716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6217721.000000 Penalty: 5327.393555
	Iteration 18Q: 3 clusters Score -6217721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6217730.000000 Penalty: 5327.393555
	Iteration 19Q: 3 clusters Score -6217730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6217741.000000 Penalty: 5327.393555
	Iteration 20F: 3 clusters Score -6217741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -6217756.500000 Penalty: 5327.393555
	Iteration 21Q: 3 clusters Score -6217756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6217765.000000 Penalty: 5327.393555
	Iteration 22Q: 3 clusters Score -6217765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6217765.000000 Penalty: 5327.393555
	Iteration 23Q: 3 clusters Score -6217765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6217765.500000 Penalty: 5327.393555
	Iteration 24Q: 3 clusters Score -6217766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -6217763.000000 Penalty: 5327.393555
	Iteration 25Q: 3 clusters Score -6217763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -6217763.000000 Penalty: 5327.393555
	Iteration 26F: 3 clusters Score -6217763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Entering Unmasked Estep 
Score: -3694550.000000 Penalty: 2534.228516
	Iteration 0F: 2 clusters Score -3694550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3675559.250000 Penalty: 5068.457031
	Iteration 0F: 3 clusters Score -3675559 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3682276.750000 Penalty: 5068.457031
	Iteration 1F: 3 clusters Score -3682277 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3682691.500000 Penalty: 5068.457031
	Iteration 2Q: 3 clusters Score -3682692 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3683072.000000 Penalty: 5068.457031
	Iteration 3Q: 3 clusters Score -3683072 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3683443.750000 Penalty: 5068.457031
	Iteration 4Q: 3 clusters Score -3683444 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3683881.500000 Penalty: 5068.457031
	Iteration 5Q: 3 clusters Score -3683882 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3684394.000000 Penalty: 5068.457031
	Iteration 6Q: 3 clusters Score -3684394 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3684956.750000 Penalty: 5068.457031
	Iteration 7Q: 3 clusters Score -3684957 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3685602.750000 Penalty: 5068.457031
	Iteration 8Q: 3 clusters Score -3685603 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3686336.500000 Penalty: 5068.457031
	Iteration 9Q: 3 clusters Score -3686336 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3687174.500000 Penalty: 5068.457031
	Iteration 10Q: 3 clusters Score -3687174 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3688026.750000 Penalty: 5068.457031
	Iteration 11Q: 3 clusters Score -3688027 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3688749.750000 Penalty: 5068.457031
	Iteration 12Q: 3 clusters Score -3688750 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3689252.000000 Penalty: 5068.457031
	Iteration 13Q: 3 clusters Score -3689252 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3689537.000000 Penalty: 5068.457031
	Iteration 14Q: 3 clusters Score -3689537 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3689661.250000 Penalty: 5068.457031
	Iteration 15Q: 3 clusters Score -3689661 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3689724.250000 Penalty: 5068.457031
	Iteration 16Q: 3 clusters Score -3689724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3689789.250000 Penalty: 5068.457031
	Iteration 17Q: 3 clusters Score -3689789 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3689821.500000 Penalty: 5068.457031
	Iteration 18Q: 3 clusters Score -3689822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3689872.500000 Penalty: 5068.457031
	Iteration 19Q: 3 clusters Score -3689872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3689921.000000 Penalty: 5068.457031
	Iteration 20F: 3 clusters Score -3689921 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3689971.000000 Penalty: 5068.457031
	Iteration 21Q: 3 clusters Score -3689971 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3689994.000000 Penalty: 5068.457031
	Iteration 22Q: 3 clusters Score -3689994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3690008.000000 Penalty: 5068.457031
	Iteration 23Q: 3 clusters Score -3690008 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3690020.250000 Penalty: 5068.457031
	Iteration 24Q: 3 clusters Score -3690020 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3690036.250000 Penalty: 5068.457031
	Iteration 25Q: 3 clusters Score -3690036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3690062.500000 Penalty: 5068.457031
	Iteration 26Q: 3 clusters Score -3690062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3690071.750000 Penalty: 5068.457031
	Iteration 27Q: 3 clusters Score -3690072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3690079.000000 Penalty: 5068.457031
	Iteration 28Q: 3 clusters Score -3690079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3690098.250000 Penalty: 5068.457031
	Iteration 29Q: 3 clusters Score -3690098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3690097.250000 Penalty: 5068.457031
	Iteration 30Q: 3 clusters Score -3690097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3690115.250000 Penalty: 5068.457031
	Iteration 31Q: 3 clusters Score -3690115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3690122.000000 Penalty: 5068.457031
	Iteration 32Q: 3 clusters Score -3690122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3690138.750000 Penalty: 5068.457031
	Iteration 33Q: 3 clusters Score -3690139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3690151.250000 Penalty: 5068.457031
	Iteration 34Q: 3 clusters Score -3690151 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3690155.500000 Penalty: 5068.457031
	Iteration 35Q: 3 clusters Score -3690156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3690173.750000 Penalty: 5068.457031
	Iteration 36Q: 3 clusters Score -3690174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3690186.750000 Penalty: 5068.457031
	Iteration 37Q: 3 clusters Score -3690187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3690198.250000 Penalty: 5068.457031
	Iteration 38Q: 3 clusters Score -3690198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3690209.250000 Penalty: 5068.457031
	Iteration 39Q: 3 clusters Score -3690209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3690212.750000 Penalty: 5068.457031
	Iteration 40F: 3 clusters Score -3690213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3690231.500000 Penalty: 5068.457031
	Iteration 41Q: 3 clusters Score -3690232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3690228.500000 Penalty: 5068.457031
	Iteration 42Q: 3 clusters Score -3690228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3690240.000000 Penalty: 5068.457031
	Iteration 43Q: 3 clusters Score -3690240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3690242.750000 Penalty: 5068.457031
	Iteration 44Q: 3 clusters Score -3690243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3690266.500000 Penalty: 5068.457031
	Iteration 45Q: 3 clusters Score -3690266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3690270.750000 Penalty: 5068.457031
	Iteration 46Q: 3 clusters Score -3690271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3690289.250000 Penalty: 5068.457031
	Iteration 47Q: 3 clusters Score -3690289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3690306.250000 Penalty: 5068.457031
	Iteration 48Q: 3 clusters Score -3690306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3690304.500000 Penalty: 5068.457031
	Iteration 49Q: 3 clusters Score -3690304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3690310.000000 Penalty: 5068.457031
	Iteration 50Q: 3 clusters Score -3690310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3690313.250000 Penalty: 5068.457031
	Iteration 51Q: 3 clusters Score -3690313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3690325.500000 Penalty: 5068.457031
	Iteration 52Q: 3 clusters Score -3690326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3690338.500000 Penalty: 5068.457031
	Iteration 53Q: 3 clusters Score -3690338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3690333.000000 Penalty: 5068.457031
	Iteration 54Q: 3 clusters Score -3690333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3690348.000000 Penalty: 5068.457031
	Iteration 55Q: 3 clusters Score -3690348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3690348.000000 Penalty: 5068.457031
	Iteration 56Q: 3 clusters Score -3690348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3690365.500000 Penalty: 5068.457031
	Iteration 57Q: 3 clusters Score -3690366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3690384.000000 Penalty: 5068.457031
	Iteration 58Q: 3 clusters Score -3690384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3690399.500000 Penalty: 5068.457031
	Iteration 59Q: 3 clusters Score -3690400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3690409.250000 Penalty: 5068.457031
	Iteration 60F: 3 clusters Score -3690409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3690421.250000 Penalty: 5068.457031
	Iteration 61Q: 3 clusters Score -3690421 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3690442.750000 Penalty: 5068.457031
	Iteration 62Q: 3 clusters Score -3690443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3690448.750000 Penalty: 5068.457031
	Iteration 63Q: 3 clusters Score -3690449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3690459.000000 Penalty: 5068.457031
	Iteration 64Q: 3 clusters Score -3690459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3690468.250000 Penalty: 5068.457031
	Iteration 65Q: 3 clusters Score -3690468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3690489.500000 Penalty: 5068.457031
	Iteration 66Q: 3 clusters Score -3690490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3690503.500000 Penalty: 5068.457031
	Iteration 67Q: 3 clusters Score -3690504 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3690526.000000 Penalty: 5068.457031
	Iteration 68Q: 3 clusters Score -3690526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3690551.250000 Penalty: 5068.457031
	Iteration 69Q: 3 clusters Score -3690551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3690572.750000 Penalty: 5068.457031
	Iteration 70Q: 3 clusters Score -3690573 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3690597.500000 Penalty: 5068.457031
	Iteration 71Q: 3 clusters Score -3690598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3690602.250000 Penalty: 5068.457031
	Iteration 72Q: 3 clusters Score -3690602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3690638.500000 Penalty: 5068.457031
	Iteration 73Q: 3 clusters Score -3690638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3690659.250000 Penalty: 5068.457031
	Iteration 74Q: 3 clusters Score -3690659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3690661.500000 Penalty: 5068.457031
	Iteration 75Q: 3 clusters Score -3690662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3690683.000000 Penalty: 5068.457031
	Iteration 76Q: 3 clusters Score -3690683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3690693.250000 Penalty: 5068.457031
	Iteration 77Q: 3 clusters Score -3690693 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3690706.250000 Penalty: 5068.457031
	Iteration 78Q: 3 clusters Score -3690706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3690736.750000 Penalty: 5068.457031
	Iteration 79Q: 3 clusters Score -3690737 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3690762.500000 Penalty: 5068.457031
	Iteration 80F: 3 clusters Score -3690762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3690782.000000 Penalty: 5068.457031
	Iteration 81Q: 3 clusters Score -3690782 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3690808.250000 Penalty: 5068.457031
	Iteration 82Q: 3 clusters Score -3690808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3690833.750000 Penalty: 5068.457031
	Iteration 83Q: 3 clusters Score -3690834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3690862.250000 Penalty: 5068.457031
	Iteration 84Q: 3 clusters Score -3690862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3690884.000000 Penalty: 5068.457031
	Iteration 85Q: 3 clusters Score -3690884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3690931.250000 Penalty: 5068.457031
	Iteration 86Q: 3 clusters Score -3690931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3690967.750000 Penalty: 5068.457031
	Iteration 87Q: 3 clusters Score -3690968 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3691014.500000 Penalty: 5068.457031
	Iteration 88Q: 3 clusters Score -3691014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3691064.000000 Penalty: 5068.457031
	Iteration 89Q: 3 clusters Score -3691064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3691107.000000 Penalty: 5068.457031
	Iteration 90Q: 3 clusters Score -3691107 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3691159.250000 Penalty: 5068.457031
	Iteration 91Q: 3 clusters Score -3691159 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3691215.250000 Penalty: 5068.457031
	Iteration 92Q: 3 clusters Score -3691215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3691289.250000 Penalty: 5068.457031
	Iteration 93Q: 3 clusters Score -3691289 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3691373.500000 Penalty: 5068.457031
	Iteration 94Q: 3 clusters Score -3691374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3691430.500000 Penalty: 5068.457031
	Iteration 95Q: 3 clusters Score -3691430 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3691519.750000 Penalty: 5068.457031
	Iteration 96Q: 3 clusters Score -3691520 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3691608.500000 Penalty: 5068.457031
	Iteration 97Q: 3 clusters Score -3691608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3691685.750000 Penalty: 5068.457031
	Iteration 98Q: 3 clusters Score -3691686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3691760.500000 Penalty: 5068.457031
	Iteration 99Q: 3 clusters Score -3691760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3691798.750000 Penalty: 5068.457031
	Iteration 100F: 3 clusters Score -3691799 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3691855.250000 Penalty: 5068.457031
	Iteration 101Q: 3 clusters Score -3691855 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3691904.000000 Penalty: 5068.457031
	Iteration 102Q: 3 clusters Score -3691904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3691951.500000 Penalty: 5068.457031
	Iteration 103Q: 3 clusters Score -3691952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3691987.500000 Penalty: 5068.457031
	Iteration 104Q: 3 clusters Score -3691988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3692029.250000 Penalty: 5068.457031
	Iteration 105Q: 3 clusters Score -3692029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3692063.000000 Penalty: 5068.457031
	Iteration 106Q: 3 clusters Score -3692063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3692095.000000 Penalty: 5068.457031
	Iteration 107Q: 3 clusters Score -3692095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3692123.750000 Penalty: 5068.457031
	Iteration 108Q: 3 clusters Score -3692124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3692143.750000 Penalty: 5068.457031
	Iteration 109Q: 3 clusters Score -3692144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3692162.750000 Penalty: 5068.457031
	Iteration 110Q: 3 clusters Score -3692163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3692198.250000 Penalty: 5068.457031
	Iteration 111Q: 3 clusters Score -3692198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3692213.250000 Penalty: 5068.457031
	Iteration 112Q: 3 clusters Score -3692213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3692232.500000 Penalty: 5068.457031
	Iteration 113Q: 3 clusters Score -3692232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3692251.000000 Penalty: 5068.457031
	Iteration 114Q: 3 clusters Score -3692251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3692255.000000 Penalty: 5068.457031
	Iteration 115Q: 3 clusters Score -3692255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3692261.750000 Penalty: 5068.457031
	Iteration 116Q: 3 clusters Score -3692262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3692276.750000 Penalty: 5068.457031
	Iteration 117Q: 3 clusters Score -3692277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3692282.750000 Penalty: 5068.457031
	Iteration 118Q: 3 clusters Score -3692283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3692286.250000 Penalty: 5068.457031
	Iteration 119Q: 3 clusters Score -3692286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3692304.500000 Penalty: 5068.457031
	Iteration 120F: 3 clusters Score -3692304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3692309.250000 Penalty: 5068.457031
	Iteration 121Q: 3 clusters Score -3692309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3692318.750000 Penalty: 5068.457031
	Iteration 122Q: 3 clusters Score -3692319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3692334.750000 Penalty: 5068.457031
	Iteration 123Q: 3 clusters Score -3692335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3692335.750000 Penalty: 5068.457031
	Iteration 124Q: 3 clusters Score -3692336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3692334.000000 Penalty: 5068.457031
	Iteration 125Q: 3 clusters Score -3692334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3692345.250000 Penalty: 5068.457031
	Iteration 126Q: 3 clusters Score -3692345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3692353.250000 Penalty: 5068.457031
	Iteration 127Q: 3 clusters Score -3692353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3692354.250000 Penalty: 5068.457031
	Iteration 128Q: 3 clusters Score -3692354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3692351.750000 Penalty: 5068.457031
	Iteration 129Q: 3 clusters Score -3692352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3692358.250000 Penalty: 5068.457031
	Iteration 130Q: 3 clusters Score -3692358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3692367.000000 Penalty: 5068.457031
	Iteration 131Q: 3 clusters Score -3692367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3692367.250000 Penalty: 5068.457031
	Iteration 132Q: 3 clusters Score -3692367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3692373.750000 Penalty: 5068.457031
	Iteration 133Q: 3 clusters Score -3692374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3692372.750000 Penalty: 5068.457031
	Iteration 134Q: 3 clusters Score -3692373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3692377.000000 Penalty: 5068.457031
	Iteration 135Q: 3 clusters Score -3692377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3692380.000000 Penalty: 5068.457031
	Iteration 136Q: 3 clusters Score -3692380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3692379.000000 Penalty: 5068.457031
	Iteration 137Q: 3 clusters Score -3692379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3692387.250000 Penalty: 5068.457031
	Iteration 138Q: 3 clusters Score -3692387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3692386.000000 Penalty: 5068.457031
	Iteration 139Q: 3 clusters Score -3692386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3692386.000000 Penalty: 5068.457031
	Iteration 140F: 3 clusters Score -3692386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3692389.750000 Penalty: 5068.457031
	Iteration 141Q: 3 clusters Score -3692390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3692393.250000 Penalty: 5068.457031
	Iteration 142Q: 3 clusters Score -3692393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3692392.000000 Penalty: 5068.457031
	Iteration 143Q: 3 clusters Score -3692392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3692392.000000 Penalty: 5068.457031
	Iteration 144F: 3 clusters Score -3692392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (183502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183502 members 
Entering Unmasked Estep 
Score: -24380766.000000 Penalty: 3005.755127
	Iteration 0F: 2 clusters Score -2.438077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -24260824.000000 Penalty: 6011.510254
	Iteration 0F: 3 clusters Score -2.426082e+07 nChanged 87691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -24311700.000000 Penalty: 6011.510254
	Iteration 1F: 3 clusters Score -2.43117e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -24312628.000000 Penalty: 6011.510254
	Iteration 2Q: 3 clusters Score -2.431263e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -24313722.000000 Penalty: 6011.510254
	Iteration 3Q: 3 clusters Score -2.431372e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -24315344.000000 Penalty: 6011.510254
	Iteration 4Q: 3 clusters Score -2.431534e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -24318304.000000 Penalty: 6011.510254
	Iteration 5Q: 3 clusters Score -2.43183e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122905 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -24324446.000000 Penalty: 6011.510254
	Iteration 6F: 3 clusters Score -2.432445e+07 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -24335758.000000 Penalty: 6011.510254
	Iteration 7F: 3 clusters Score -2.433576e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -24351414.000000 Penalty: 6011.510254
	Iteration 8F: 3 clusters Score -2.435141e+07 nChanged 14511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -24365588.000000 Penalty: 6011.510254
	Iteration 9F: 3 clusters Score -2.436559e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -24373344.000000 Penalty: 6011.510254
	Iteration 10Q: 3 clusters Score -2.437334e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180647 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -24376378.000000 Penalty: 6011.510254
	Iteration 11Q: 3 clusters Score -2.437638e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181827 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -24377454.000000 Penalty: 6011.510254
	Iteration 12Q: 3 clusters Score -2.437745e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24377804.000000 Penalty: 6011.510254
	Iteration 13Q: 3 clusters Score -2.43778e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -24377994.000000 Penalty: 6011.510254
	Iteration 14Q: 3 clusters Score -2.437799e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24378098.000000 Penalty: 6011.510254
	Iteration 15Q: 3 clusters Score -2.43781e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182655 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -24378162.000000 Penalty: 6011.510254
	Iteration 16Q: 3 clusters Score -2.437816e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182713 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24378212.000000 Penalty: 6011.510254
	Iteration 17Q: 3 clusters Score -2.437821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182743 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24378234.000000 Penalty: 6011.510254
	Iteration 18Q: 3 clusters Score -2.437823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182765 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -24378268.000000 Penalty: 6011.510254
	Iteration 19Q: 3 clusters Score -2.437827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182773 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -24378266.000000 Penalty: 6011.510254
	Iteration 20F: 3 clusters Score -2.437827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24378282.000000 Penalty: 6011.510254
	Iteration 21Q: 3 clusters Score -2.437828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182788 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -24378286.000000 Penalty: 6011.510254
	Iteration 22Q: 3 clusters Score -2.437829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -24378318.000000 Penalty: 6011.510254
	Iteration 23Q: 3 clusters Score -2.437832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182808 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -24378328.000000 Penalty: 6011.510254
	Iteration 24Q: 3 clusters Score -2.437833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -24378318.000000 Penalty: 6011.510254
	Iteration 25Q: 3 clusters Score -2.437832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182815 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -24378314.000000 Penalty: 6011.510254
	Iteration 26Q: 3 clusters Score -2.437831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182818 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -24378324.000000 Penalty: 6011.510254
	Iteration 27Q: 3 clusters Score -2.437832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -24378346.000000 Penalty: 6011.510254
	Iteration 28Q: 3 clusters Score -2.437835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -24378344.000000 Penalty: 6011.510254
	Iteration 29Q: 3 clusters Score -2.437834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -24378344.000000 Penalty: 6011.510254
	Iteration 30F: 3 clusters Score -2.437834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14308.912109 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14308.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14406.801758 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -14406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14426.726562 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14426.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14426.726562 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -14426.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120036 members 
Entering Unmasked Estep 
Score: -16066348.000000 Penalty: 2900.495605
	Iteration 0F: 2 clusters Score -1.606635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -15986225.000000 Penalty: 5800.991211
	Iteration 0F: 3 clusters Score -1.598622e+07 nChanged 57312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -16019567.000000 Penalty: 5800.991211
	Iteration 1F: 3 clusters Score -1.601957e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -16020576.000000 Penalty: 5800.991211
	Iteration 2Q: 3 clusters Score -1.602058e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -16021719.000000 Penalty: 5800.991211
	Iteration 3Q: 3 clusters Score -1.602172e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -16023216.000000 Penalty: 5800.991211
	Iteration 4Q: 3 clusters Score -1.602322e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -16025232.000000 Penalty: 5800.991211
	Iteration 5Q: 3 clusters Score -1.602523e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -16027577.000000 Penalty: 5800.991211
	Iteration 6Q: 3 clusters Score -1.602758e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -16030781.000000 Penalty: 5800.991211
	Iteration 7F: 3 clusters Score -1.603078e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -16034702.000000 Penalty: 5800.991211
	Iteration 8F: 3 clusters Score -1.60347e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -16039552.000000 Penalty: 5800.991211
	Iteration 9F: 3 clusters Score -1.603955e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -16044312.000000 Penalty: 5800.991211
	Iteration 10F: 3 clusters Score -1.604431e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -16047389.000000 Penalty: 5800.991211
	Iteration 11Q: 3 clusters Score -1.604739e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -16049206.000000 Penalty: 5800.991211
	Iteration 12Q: 3 clusters Score -1.604921e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -16050253.000000 Penalty: 5800.991211
	Iteration 13Q: 3 clusters Score -1.605025e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -16051037.000000 Penalty: 5800.991211
	Iteration 14Q: 3 clusters Score -1.605104e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -16051849.000000 Penalty: 5800.991211
	Iteration 15Q: 3 clusters Score -1.605185e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -16052717.000000 Penalty: 5800.991211
	Iteration 16Q: 3 clusters Score -1.605272e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -16053680.000000 Penalty: 5800.991211
	Iteration 17Q: 3 clusters Score -1.605368e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -16054590.000000 Penalty: 5800.991211
	Iteration 18Q: 3 clusters Score -1.605459e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -16055349.000000 Penalty: 5800.991211
	Iteration 19Q: 3 clusters Score -1.605535e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -16055994.000000 Penalty: 5800.991211
	Iteration 20F: 3 clusters Score -1.605599e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -16056523.000000 Penalty: 5800.991211
	Iteration 21Q: 3 clusters Score -1.605652e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -16057015.000000 Penalty: 5800.991211
	Iteration 22Q: 3 clusters Score -1.605702e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -16057443.000000 Penalty: 5800.991211
	Iteration 23Q: 3 clusters Score -1.605744e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -16057900.000000 Penalty: 5800.991211
	Iteration 24Q: 3 clusters Score -1.60579e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -16058521.000000 Penalty: 5800.991211
	Iteration 25Q: 3 clusters Score -1.605852e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -16058975.000000 Penalty: 5800.991211
	Iteration 26Q: 3 clusters Score -1.605898e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -16059342.000000 Penalty: 5800.991211
	Iteration 27Q: 3 clusters Score -1.605934e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -16059726.000000 Penalty: 5800.991211
	Iteration 28Q: 3 clusters Score -1.605973e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -16060071.000000 Penalty: 5800.991211
	Iteration 29Q: 3 clusters Score -1.606007e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -16060355.000000 Penalty: 5800.991211
	Iteration 30Q: 3 clusters Score -1.606036e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -16060706.000000 Penalty: 5800.991211
	Iteration 31Q: 3 clusters Score -1.606071e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -16061047.000000 Penalty: 5800.991211
	Iteration 32Q: 3 clusters Score -1.606105e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -16061371.000000 Penalty: 5800.991211
	Iteration 33Q: 3 clusters Score -1.606137e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -16061736.000000 Penalty: 5800.991211
	Iteration 34Q: 3 clusters Score -1.606174e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -16062056.000000 Penalty: 5800.991211
	Iteration 35Q: 3 clusters Score -1.606206e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -16062333.000000 Penalty: 5800.991211
	Iteration 36Q: 3 clusters Score -1.606233e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -16062584.000000 Penalty: 5800.991211
	Iteration 37Q: 3 clusters Score -1.606258e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -16062788.000000 Penalty: 5800.991211
	Iteration 38Q: 3 clusters Score -1.606279e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112792 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -16062910.000000 Penalty: 5800.991211
	Iteration 39Q: 3 clusters Score -1.606291e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -16063085.000000 Penalty: 5800.991211
	Iteration 40F: 3 clusters Score -1.606308e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -16063196.000000 Penalty: 5800.991211
	Iteration 41Q: 3 clusters Score -1.60632e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114250 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -16063381.000000 Penalty: 5800.991211
	Iteration 42Q: 3 clusters Score -1.606338e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -16063482.000000 Penalty: 5800.991211
	Iteration 43Q: 3 clusters Score -1.606348e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -16063574.000000 Penalty: 5800.991211
	Iteration 44Q: 3 clusters Score -1.606357e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -16063715.000000 Penalty: 5800.991211
	Iteration 45Q: 3 clusters Score -1.606372e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -16063794.000000 Penalty: 5800.991211
	Iteration 46Q: 3 clusters Score -1.606379e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -16063835.000000 Penalty: 5800.991211
	Iteration 47Q: 3 clusters Score -1.606384e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -16063885.000000 Penalty: 5800.991211
	Iteration 48Q: 3 clusters Score -1.606388e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16063905.000000 Penalty: 5800.991211
	Iteration 49Q: 3 clusters Score -1.60639e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -16063944.000000 Penalty: 5800.991211
	Iteration 50Q: 3 clusters Score -1.606394e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -16063940.000000 Penalty: 5800.991211
	Iteration 51Q: 3 clusters Score -1.606394e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -16063998.000000 Penalty: 5800.991211
	Iteration 52Q: 3 clusters Score -1.6064e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -16064023.000000 Penalty: 5800.991211
	Iteration 53Q: 3 clusters Score -1.606402e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -16064007.000000 Penalty: 5800.991211
	Iteration 54Q: 3 clusters Score -1.606401e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16064037.000000 Penalty: 5800.991211
	Iteration 55Q: 3 clusters Score -1.606404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -16064071.000000 Penalty: 5800.991211
	Iteration 56Q: 3 clusters Score -1.606407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -16064081.000000 Penalty: 5800.991211
	Iteration 57Q: 3 clusters Score -1.606408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16064102.000000 Penalty: 5800.991211
	Iteration 58Q: 3 clusters Score -1.60641e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117422 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16064090.000000 Penalty: 5800.991211
	Iteration 59Q: 3 clusters Score -1.606409e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5800.991211
	Iteration 60F: 3 clusters Score -1.606412e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -16064138.000000 Penalty: 5800.991211
	Iteration 61Q: 3 clusters Score -1.606414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -16064142.000000 Penalty: 5800.991211
	Iteration 62Q: 3 clusters Score -1.606414e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -16064140.000000 Penalty: 5800.991211
	Iteration 63Q: 3 clusters Score -1.606414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16064161.000000 Penalty: 5800.991211
	Iteration 64Q: 3 clusters Score -1.606416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -16064146.000000 Penalty: 5800.991211
	Iteration 65Q: 3 clusters Score -1.606415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117726 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -16064139.000000 Penalty: 5800.991211
	Iteration 66Q: 3 clusters Score -1.606414e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -16064147.000000 Penalty: 5800.991211
	Iteration 67Q: 3 clusters Score -1.606415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -16064135.000000 Penalty: 5800.991211
	Iteration 68Q: 3 clusters Score -1.606414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -16064133.000000 Penalty: 5800.991211
	Iteration 69Q: 3 clusters Score -1.606413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16064153.000000 Penalty: 5800.991211
	Iteration 70Q: 3 clusters Score -1.606415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -16064172.000000 Penalty: 5800.991211
	Iteration 71Q: 3 clusters Score -1.606417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16064161.000000 Penalty: 5800.991211
	Iteration 72Q: 3 clusters Score -1.606416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16064150.000000 Penalty: 5800.991211
	Iteration 73Q: 3 clusters Score -1.606415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -16064149.000000 Penalty: 5800.991211
	Iteration 74Q: 3 clusters Score -1.606415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -16064140.000000 Penalty: 5800.991211
	Iteration 75Q: 3 clusters Score -1.606414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16064141.000000 Penalty: 5800.991211
	Iteration 76Q: 3 clusters Score -1.606414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -16064145.000000 Penalty: 5800.991211
	Iteration 77Q: 3 clusters Score -1.606414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16064125.000000 Penalty: 5800.991211
	Iteration 78Q: 3 clusters Score -1.606412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5800.991211
	Iteration 79Q: 3 clusters Score -1.606412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5800.991211
	Iteration 80F: 3 clusters Score -1.606412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Entering Unmasked Estep 
Score: -5634574.500000 Penalty: 2639.953369
	Iteration 0F: 2 clusters Score -5634574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5606280.000000 Penalty: 5279.906738
	Iteration 0F: 3 clusters Score -5606280 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5617385.500000 Penalty: 5279.906738
	Iteration 1F: 3 clusters Score -5617386 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -5618196.000000 Penalty: 5279.906738
	Iteration 2Q: 3 clusters Score -5618196 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5618942.000000 Penalty: 5279.906738
	Iteration 3Q: 3 clusters Score -5618942 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5619766.000000 Penalty: 5279.906738
	Iteration 4Q: 3 clusters Score -5619766 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5620697.000000 Penalty: 5279.906738
	Iteration 5Q: 3 clusters Score -5620697 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -5621896.000000 Penalty: 5279.906738
	Iteration 6F: 3 clusters Score -5621896 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5623490.500000 Penalty: 5279.906738
	Iteration 7F: 3 clusters Score -5623490 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5625779.500000 Penalty: 5279.906738
	Iteration 8F: 3 clusters Score -5625780 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5628466.500000 Penalty: 5279.906738
	Iteration 9F: 3 clusters Score -5628466 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5630158.500000 Penalty: 5279.906738
	Iteration 10F: 3 clusters Score -5630158 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -5630825.000000 Penalty: 5279.906738
	Iteration 11Q: 3 clusters Score -5630825 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -5631154.500000 Penalty: 5279.906738
	Iteration 12Q: 3 clusters Score -5631154 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5631339.000000 Penalty: 5279.906738
	Iteration 13Q: 3 clusters Score -5631339 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5631531.000000 Penalty: 5279.906738
	Iteration 14Q: 3 clusters Score -5631531 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5631637.000000 Penalty: 5279.906738
	Iteration 15Q: 3 clusters Score -5631637 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5631764.500000 Penalty: 5279.906738
	Iteration 16Q: 3 clusters Score -5631764 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5631846.000000 Penalty: 5279.906738
	Iteration 17Q: 3 clusters Score -5631846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5631962.500000 Penalty: 5279.906738
	Iteration 18Q: 3 clusters Score -5631962 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -5632064.000000 Penalty: 5279.906738
	Iteration 19Q: 3 clusters Score -5632064 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -5632150.000000 Penalty: 5279.906738
	Iteration 20F: 3 clusters Score -5632150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -5632246.000000 Penalty: 5279.906738
	Iteration 21Q: 3 clusters Score -5632246 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5632318.500000 Penalty: 5279.906738
	Iteration 22Q: 3 clusters Score -5632318 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5632359.000000 Penalty: 5279.906738
	Iteration 23Q: 3 clusters Score -5632359 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5632417.500000 Penalty: 5279.906738
	Iteration 24Q: 3 clusters Score -5632418 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5632457.500000 Penalty: 5279.906738
	Iteration 25Q: 3 clusters Score -5632458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5632530.000000 Penalty: 5279.906738
	Iteration 26Q: 3 clusters Score -5632530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5632562.500000 Penalty: 5279.906738
	Iteration 27Q: 3 clusters Score -5632562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5632596.500000 Penalty: 5279.906738
	Iteration 28Q: 3 clusters Score -5632596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5632634.000000 Penalty: 5279.906738
	Iteration 29Q: 3 clusters Score -5632634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -5632678.000000 Penalty: 5279.906738
	Iteration 30Q: 3 clusters Score -5632678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5632729.500000 Penalty: 5279.906738
	Iteration 31Q: 3 clusters Score -5632730 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5632761.500000 Penalty: 5279.906738
	Iteration 32Q: 3 clusters Score -5632762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5632801.000000 Penalty: 5279.906738
	Iteration 33Q: 3 clusters Score -5632801 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5632820.500000 Penalty: 5279.906738
	Iteration 34Q: 3 clusters Score -5632820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5632847.000000 Penalty: 5279.906738
	Iteration 35Q: 3 clusters Score -5632847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5632871.000000 Penalty: 5279.906738
	Iteration 36Q: 3 clusters Score -5632871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5632887.500000 Penalty: 5279.906738
	Iteration 37Q: 3 clusters Score -5632888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5632908.500000 Penalty: 5279.906738
	Iteration 38Q: 3 clusters Score -5632908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5632935.000000 Penalty: 5279.906738
	Iteration 39Q: 3 clusters Score -5632935 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5632930.500000 Penalty: 5279.906738
	Iteration 40F: 3 clusters Score -5632930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5632936.000000 Penalty: 5279.906738
	Iteration 41Q: 3 clusters Score -5632936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5632967.500000 Penalty: 5279.906738
	Iteration 42Q: 3 clusters Score -5632968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5632982.000000 Penalty: 5279.906738
	Iteration 43Q: 3 clusters Score -5632982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5632997.000000 Penalty: 5279.906738
	Iteration 44Q: 3 clusters Score -5632997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5633010.500000 Penalty: 5279.906738
	Iteration 45Q: 3 clusters Score -5633010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5633014.500000 Penalty: 5279.906738
	Iteration 46Q: 3 clusters Score -5633014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5633018.500000 Penalty: 5279.906738
	Iteration 47Q: 3 clusters Score -5633018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5633025.500000 Penalty: 5279.906738
	Iteration 48Q: 3 clusters Score -5633026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5633035.500000 Penalty: 5279.906738
	Iteration 49Q: 3 clusters Score -5633036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5633044.500000 Penalty: 5279.906738
	Iteration 50Q: 3 clusters Score -5633044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5633057.000000 Penalty: 5279.906738
	Iteration 51Q: 3 clusters Score -5633057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5633058.000000 Penalty: 5279.906738
	Iteration 52Q: 3 clusters Score -5633058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5633068.000000 Penalty: 5279.906738
	Iteration 53Q: 3 clusters Score -5633068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5633060.000000 Penalty: 5279.906738
	Iteration 54Q: 3 clusters Score -5633060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5633064.000000 Penalty: 5279.906738
	Iteration 55Q: 3 clusters Score -5633064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5633061.500000 Penalty: 5279.906738
	Iteration 56Q: 3 clusters Score -5633062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5633071.000000 Penalty: 5279.906738
	Iteration 57Q: 3 clusters Score -5633071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5633077.500000 Penalty: 5279.906738
	Iteration 58Q: 3 clusters Score -5633078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5633081.500000 Penalty: 5279.906738
	Iteration 59Q: 3 clusters Score -5633082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5633085.000000 Penalty: 5279.906738
	Iteration 60F: 3 clusters Score -5633085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5633097.000000 Penalty: 5279.906738
	Iteration 61Q: 3 clusters Score -5633097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5633095.500000 Penalty: 5279.906738
	Iteration 62Q: 3 clusters Score -5633096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5633101.000000 Penalty: 5279.906738
	Iteration 63Q: 3 clusters Score -5633101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5633103.500000 Penalty: 5279.906738
	Iteration 64Q: 3 clusters Score -5633104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5633103.000000 Penalty: 5279.906738
	Iteration 65Q: 3 clusters Score -5633103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5633109.000000 Penalty: 5279.906738
	Iteration 66Q: 3 clusters Score -5633109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5633111.000000 Penalty: 5279.906738
	Iteration 67Q: 3 clusters Score -5633111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5633109.000000 Penalty: 5279.906738
	Iteration 68Q: 3 clusters Score -5633109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5633102.500000 Penalty: 5279.906738
	Iteration 69Q: 3 clusters Score -5633102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5633103.500000 Penalty: 5279.906738
	Iteration 70Q: 3 clusters Score -5633104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5633102.000000 Penalty: 5279.906738
	Iteration 71Q: 3 clusters Score -5633102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5633114.000000 Penalty: 5279.906738
	Iteration 72Q: 3 clusters Score -5633114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5633112.000000 Penalty: 5279.906738
	Iteration 73Q: 3 clusters Score -5633112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5633122.000000 Penalty: 5279.906738
	Iteration 74Q: 3 clusters Score -5633122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5633115.500000 Penalty: 5279.906738
	Iteration 75Q: 3 clusters Score -5633116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5633128.500000 Penalty: 5279.906738
	Iteration 76Q: 3 clusters Score -5633128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5633123.500000 Penalty: 5279.906738
	Iteration 77Q: 3 clusters Score -5633124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5633128.500000 Penalty: 5279.906738
	Iteration 78Q: 3 clusters Score -5633128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5633126.500000 Penalty: 5279.906738
	Iteration 79Q: 3 clusters Score -5633126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5633130.500000 Penalty: 5279.906738
	Iteration 80F: 3 clusters Score -5633130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5633126.500000 Penalty: 5279.906738
	Iteration 81Q: 3 clusters Score -5633126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5633122.500000 Penalty: 5279.906738
	Iteration 82Q: 3 clusters Score -5633122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5633127.500000 Penalty: 5279.906738
	Iteration 83Q: 3 clusters Score -5633128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5633128.500000 Penalty: 5279.906738
	Iteration 84Q: 3 clusters Score -5633128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5633133.000000 Penalty: 5279.906738
	Iteration 85Q: 3 clusters Score -5633133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5633127.000000 Penalty: 5279.906738
	Iteration 86Q: 3 clusters Score -5633127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5633129.000000 Penalty: 5279.906738
	Iteration 87Q: 3 clusters Score -5633129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5633132.000000 Penalty: 5279.906738
	Iteration 88Q: 3 clusters Score -5633132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5633133.500000 Penalty: 5279.906738
	Iteration 89Q: 3 clusters Score -5633134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5633140.500000 Penalty: 5279.906738
	Iteration 90Q: 3 clusters Score -5633140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5633140.500000 Penalty: 5279.906738
	Iteration 91Q: 3 clusters Score -5633140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5633140.000000 Penalty: 5279.906738
	Iteration 92Q: 3 clusters Score -5633140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5633143.000000 Penalty: 5279.906738
	Iteration 93Q: 3 clusters Score -5633143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5633143.000000 Penalty: 5279.906738
	Iteration 94F: 3 clusters Score -5633143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202979 members 
Entering Unmasked Estep 
Score: -26944666.000000 Penalty: 3030.772705
	Iteration 0F: 2 clusters Score -2.694467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -26818116.000000 Penalty: 6061.545410
	Iteration 0F: 3 clusters Score -2.681812e+07 nChanged 97722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -26875008.000000 Penalty: 6061.545410
	Iteration 1F: 3 clusters Score -2.687501e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -26875998.000000 Penalty: 6061.545410
	Iteration 2Q: 3 clusters Score -2.6876e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -26876878.000000 Penalty: 6061.545410
	Iteration 3Q: 3 clusters Score -2.687688e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -26878028.000000 Penalty: 6061.545410
	Iteration 4Q: 3 clusters Score -2.687803e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -26880000.000000 Penalty: 6061.545410
	Iteration 5Q: 3 clusters Score -2.688e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -26883166.000000 Penalty: 6061.545410
	Iteration 6Q: 3 clusters Score -2.688317e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -26888478.000000 Penalty: 6061.545410
	Iteration 7F: 3 clusters Score -2.688848e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -26897320.000000 Penalty: 6061.545410
	Iteration 8F: 3 clusters Score -2.689732e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -26909598.000000 Penalty: 6061.545410
	Iteration 9F: 3 clusters Score -2.69096e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 180951 members 
Entering Unmasked Estep 
Score: -26923198.000000 Penalty: 6061.545410
	Iteration 10F: 3 clusters Score -2.69232e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 192704 members 
Entering Unmasked Estep 
Score: -26933078.000000 Penalty: 6061.545410
	Iteration 11F: 3 clusters Score -2.693308e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 198904 members 
Entering Unmasked Estep 
Score: -26938394.000000 Penalty: 6061.545410
	Iteration 12Q: 3 clusters Score -2.693839e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 201420 members 
Entering Unmasked Estep 
Score: -26940672.000000 Penalty: 6061.545410
	Iteration 13Q: 3 clusters Score -2.694067e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 202225 members 
Entering Unmasked Estep 
Score: -26941288.000000 Penalty: 6061.545410
	Iteration 14Q: 3 clusters Score -2.694129e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 202501 members 
Entering Unmasked Estep 
Score: -26941528.000000 Penalty: 6061.545410
	Iteration 15Q: 3 clusters Score -2.694153e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 202596 members 
Entering Unmasked Estep 
Score: -26941660.000000 Penalty: 6061.545410
	Iteration 16Q: 3 clusters Score -2.694166e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202632 members 
Entering Unmasked Estep 
Score: -26941760.000000 Penalty: 6061.545410
	Iteration 17Q: 3 clusters Score -2.694176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 202656 members 
Entering Unmasked Estep 
Score: -26941838.000000 Penalty: 6061.545410
	Iteration 18Q: 3 clusters Score -2.694184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202673 members 
Entering Unmasked Estep 
Score: -26941878.000000 Penalty: 6061.545410
	Iteration 19Q: 3 clusters Score -2.694188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 202680 members 
Entering Unmasked Estep 
Score: -26941892.000000 Penalty: 6061.545410
	Iteration 20F: 3 clusters Score -2.694189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 202687 members 
Entering Unmasked Estep 
Score: -26941896.000000 Penalty: 6061.545410
	Iteration 21Q: 3 clusters Score -2.69419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202688 members 
Entering Unmasked Estep 
Score: -26941886.000000 Penalty: 6061.545410
	Iteration 22Q: 3 clusters Score -2.694189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 202687 members 
Entering Unmasked Estep 
Score: -26941896.000000 Penalty: 6061.545410
	Iteration 23Q: 3 clusters Score -2.69419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202686 members 
Entering Unmasked Estep 
Score: -26941896.000000 Penalty: 6061.545410
	Iteration 24Q: 3 clusters Score -2.69419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -26941896.000000 Penalty: 6061.545410
	Iteration 25Q: 3 clusters Score -2.69419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -26941896.000000 Penalty: 6061.545410
	Iteration 26F: 3 clusters Score -2.69419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -182646.031250 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -182646 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 678 members 
Entering Unmasked Estep 
Score: -180488.109375 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -180488.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -180835.890625 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -180835.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180927.390625 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -180927.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180971.421875 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -180971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -181005.125000 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -181005.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -181024.218750 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -181024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -181040.734375 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -181040.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -181050.000000 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -181050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181055.031250 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -181055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -181058.593750 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -181058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181060.109375 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -181060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181060.812500 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -181060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -181061.484375 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -181061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -181064.546875 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -181064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181065.109375 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -181065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181065.656250 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -181065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181065.656250 Penalty: 3589.581299
	Iteration 16F: 3 clusters Score -181065.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30666 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32801 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46199 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 16 contains 183502 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 439Q: 22 clusters Score -1.352797e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161251 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32799 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183504 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41981 members 
Mstep: Class 22 contains 202977 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 440F: 22 clusters Score -1.352797e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161252 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32799 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183508 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 441Q: 22 clusters Score -1.352797e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46200 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183508 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120036 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 442Q: 22 clusters Score -1.352797e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22071 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161247 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183513 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279776.000000 Penalty: 72127.992188
Iteration 443Q: 22 clusters Score -1.352798e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22072 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161239 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46200 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183528 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202965 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 444Q: 22 clusters Score -1.352797e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161236 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183536 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202961 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279792.000000 Penalty: 72127.992188
Iteration 445Q: 22 clusters Score -1.352798e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161230 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27409 members 
Mstep: Class 16 contains 183545 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202960 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279760.000000 Penalty: 72127.992188
Iteration 446Q: 22 clusters Score -1.352798e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161231 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48432 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183550 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202957 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279728.000000 Penalty: 72127.992188
Iteration 447Q: 22 clusters Score -1.352797e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161231 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32798 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27406 members 
Mstep: Class 16 contains 183556 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120027 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202956 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 448Q: 22 clusters Score -1.352797e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161226 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32797 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27406 members 
Mstep: Class 16 contains 183565 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41980 members 
Mstep: Class 22 contains 202955 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 449Q: 22 clusters Score -1.352797e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161226 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68464 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183566 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202954 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279712.000000 Penalty: 72127.992188
Iteration 450Q: 22 clusters Score -1.352797e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30670 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161227 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68463 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183561 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202956 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 451Q: 22 clusters Score -1.352797e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161229 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68462 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183556 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202959 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279744.000000 Penalty: 72127.992188
Iteration 452Q: 22 clusters Score -1.352797e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161233 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183551 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202960 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 453Q: 22 clusters Score -1.352797e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161234 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183543 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202963 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279680.000000 Penalty: 72127.992188
Iteration 454Q: 22 clusters Score -1.352797e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161231 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183543 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202967 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279680.000000 Penalty: 72127.992188
Iteration 455Q: 22 clusters Score -1.352797e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161229 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183542 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41979 members 
Mstep: Class 22 contains 202969 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279680.000000 Penalty: 72127.992188
Iteration 456Q: 22 clusters Score -1.352797e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161230 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183541 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120028 members 
Mstep: Class 21 contains 41978 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 457Q: 22 clusters Score -1.352796e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161230 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183541 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120029 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279680.000000 Penalty: 72127.992188
Iteration 458Q: 22 clusters Score -1.352797e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161230 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27407 members 
Mstep: Class 16 contains 183539 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202971 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 459Q: 22 clusters Score -1.352797e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161231 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27406 members 
Mstep: Class 16 contains 183539 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120032 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 460F: 22 clusters Score -1.352796e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161232 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183535 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120033 members 
Mstep: Class 21 contains 41978 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279632.000000 Penalty: 72127.992188
Iteration 461Q: 22 clusters Score -1.352796e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161229 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183539 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120033 members 
Mstep: Class 21 contains 41978 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 462Q: 22 clusters Score -1.352796e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161229 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68457 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183538 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120034 members 
Mstep: Class 21 contains 41978 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 463Q: 22 clusters Score -1.352796e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161227 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68455 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183543 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 464Q: 22 clusters Score -1.352796e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161226 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68455 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46200 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183545 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41976 members 
Mstep: Class 22 contains 202974 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279648.000000 Penalty: 72127.992188
Iteration 465Q: 22 clusters Score -1.352796e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68454 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183549 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120034 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202974 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279696.000000 Penalty: 72127.992188
Iteration 466Q: 22 clusters Score -1.352797e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161219 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68455 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 183553 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279568.000000 Penalty: 72127.992188
Iteration 467Q: 22 clusters Score -1.352796e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161219 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68456 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27404 members 
Mstep: Class 16 contains 183553 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120037 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202969 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 468Q: 22 clusters Score -1.352796e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161219 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68456 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27403 members 
Mstep: Class 16 contains 183556 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120035 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202969 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 469Q: 22 clusters Score -1.352796e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161222 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68455 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27402 members 
Mstep: Class 16 contains 183556 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120033 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 470Q: 22 clusters Score -1.352796e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68454 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 16 contains 183560 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41977 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 471Q: 22 clusters Score -1.352796e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161224 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68453 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27399 members 
Mstep: Class 16 contains 183562 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41976 members 
Mstep: Class 22 contains 202970 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279632.000000 Penalty: 72127.992188
Iteration 472Q: 22 clusters Score -1.352796e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161227 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68452 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27399 members 
Mstep: Class 16 contains 183559 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120030 members 
Mstep: Class 21 contains 41976 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279536.000000 Penalty: 72127.992188
Iteration 473Q: 22 clusters Score -1.352795e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22065 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161227 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68451 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27397 members 
Mstep: Class 16 contains 183563 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120029 members 
Mstep: Class 21 contains 41975 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279568.000000 Penalty: 72127.992188
Iteration 474Q: 22 clusters Score -1.352796e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161227 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68451 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27396 members 
Mstep: Class 16 contains 183566 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120027 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202975 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 475Q: 22 clusters Score -1.352796e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161226 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68451 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27393 members 
Mstep: Class 16 contains 183570 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120026 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 476Q: 22 clusters Score -1.352796e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161225 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39447 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68450 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 46204 members 
Mstep: Class 15 contains 27393 members 
Mstep: Class 16 contains 183575 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202971 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279616.000000 Penalty: 72127.992188
Iteration 477Q: 22 clusters Score -1.352796e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161224 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48427 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183582 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120023 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 478Q: 22 clusters Score -1.352796e+08 nChanged 12
Entering ConstructFrom: 
Score: -135279584.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -120793.421875 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -120793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118824.351562 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -118824.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119197.718750 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -119197.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119497.656250 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -119497.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119855.820312 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -119855.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -120053.890625 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -120053.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120278.226562 Penalty: 3425.750488
	Iteration 5F: 3 clusters Score -120278.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120483.015625 Penalty: 3425.750488
	Iteration 6F: 3 clusters Score -120483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120600.093750 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120600.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120703.609375 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -120703.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -120764.335938 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -120764.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120803.085938 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -120803.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -120832.546875 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -120832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -120843.882812 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -120843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120847.031250 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -120847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120847.031250 Penalty: 3425.750488
	Iteration 14F: 3 clusters Score -120847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183587 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135277760.000000 Penalty: 75562.656250
Splitting cluster 1 changes total score from -135279584.000000 to -135277760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Entering Unmasked Estep 
Score: -2821669.750000 Penalty: 2480.456055
	Iteration 0F: 2 clusters Score -2821670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2806194.250000 Penalty: 4960.912109
	Iteration 0F: 3 clusters Score -2806194 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2811439.000000 Penalty: 4960.912109
	Iteration 1F: 3 clusters Score -2811439 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2811865.500000 Penalty: 4960.912109
	Iteration 2F: 3 clusters Score -2811866 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2812165.000000 Penalty: 4960.912109
	Iteration 3Q: 3 clusters Score -2812165 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2812436.250000 Penalty: 4960.912109
	Iteration 4Q: 3 clusters Score -2812436 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2812694.750000 Penalty: 4960.912109
	Iteration 5Q: 3 clusters Score -2812695 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2812932.500000 Penalty: 4960.912109
	Iteration 6Q: 3 clusters Score -2812932 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2813197.250000 Penalty: 4960.912109
	Iteration 7Q: 3 clusters Score -2813197 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2813468.250000 Penalty: 4960.912109
	Iteration 8Q: 3 clusters Score -2813468 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2813790.750000 Penalty: 4960.912109
	Iteration 9Q: 3 clusters Score -2813791 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2814223.500000 Penalty: 4960.912109
	Iteration 10Q: 3 clusters Score -2814224 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2814756.750000 Penalty: 4960.912109
	Iteration 11Q: 3 clusters Score -2814757 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2815372.000000 Penalty: 4960.912109
	Iteration 12Q: 3 clusters Score -2815372 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2816059.000000 Penalty: 4960.912109
	Iteration 13Q: 3 clusters Score -2816059 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2816653.250000 Penalty: 4960.912109
	Iteration 14Q: 3 clusters Score -2816653 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2817174.000000 Penalty: 4960.912109
	Iteration 15Q: 3 clusters Score -2817174 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2817566.000000 Penalty: 4960.912109
	Iteration 16Q: 3 clusters Score -2817566 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2817834.250000 Penalty: 4960.912109
	Iteration 17Q: 3 clusters Score -2817834 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2818051.250000 Penalty: 4960.912109
	Iteration 18Q: 3 clusters Score -2818051 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2818227.250000 Penalty: 4960.912109
	Iteration 19Q: 3 clusters Score -2818227 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2818369.250000 Penalty: 4960.912109
	Iteration 20F: 3 clusters Score -2818369 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2818509.000000 Penalty: 4960.912109
	Iteration 21Q: 3 clusters Score -2818509 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2818609.000000 Penalty: 4960.912109
	Iteration 22Q: 3 clusters Score -2818609 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2818674.250000 Penalty: 4960.912109
	Iteration 23Q: 3 clusters Score -2818674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2818727.750000 Penalty: 4960.912109
	Iteration 24Q: 3 clusters Score -2818728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2818763.250000 Penalty: 4960.912109
	Iteration 25Q: 3 clusters Score -2818763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2818804.500000 Penalty: 4960.912109
	Iteration 26Q: 3 clusters Score -2818804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2818803.750000 Penalty: 4960.912109
	Iteration 27Q: 3 clusters Score -2818804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2818816.000000 Penalty: 4960.912109
	Iteration 28Q: 3 clusters Score -2818816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2818829.500000 Penalty: 4960.912109
	Iteration 29Q: 3 clusters Score -2818830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2818846.000000 Penalty: 4960.912109
	Iteration 30Q: 3 clusters Score -2818846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2818850.500000 Penalty: 4960.912109
	Iteration 31Q: 3 clusters Score -2818850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2818850.500000 Penalty: 4960.912109
	Iteration 32Q: 3 clusters Score -2818850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2818848.500000 Penalty: 4960.912109
	Iteration 33Q: 3 clusters Score -2818848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2818852.750000 Penalty: 4960.912109
	Iteration 34Q: 3 clusters Score -2818853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2818855.250000 Penalty: 4960.912109
	Iteration 35Q: 3 clusters Score -2818855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2818861.750000 Penalty: 4960.912109
	Iteration 36Q: 3 clusters Score -2818862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2818862.000000 Penalty: 4960.912109
	Iteration 37Q: 3 clusters Score -2818862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2818866.750000 Penalty: 4960.912109
	Iteration 38Q: 3 clusters Score -2818867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2818865.250000 Penalty: 4960.912109
	Iteration 39Q: 3 clusters Score -2818865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2818873.000000 Penalty: 4960.912109
	Iteration 40F: 3 clusters Score -2818873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2818879.750000 Penalty: 4960.912109
	Iteration 41Q: 3 clusters Score -2818880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2818879.250000 Penalty: 4960.912109
	Iteration 42Q: 3 clusters Score -2818879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2818879.500000 Penalty: 4960.912109
	Iteration 43Q: 3 clusters Score -2818880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2818882.500000 Penalty: 4960.912109
	Iteration 44Q: 3 clusters Score -2818882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2818879.750000 Penalty: 4960.912109
	Iteration 45Q: 3 clusters Score -2818880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2818885.500000 Penalty: 4960.912109
	Iteration 46Q: 3 clusters Score -2818886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2818879.500000 Penalty: 4960.912109
	Iteration 47Q: 3 clusters Score -2818880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2818888.750000 Penalty: 4960.912109
	Iteration 48Q: 3 clusters Score -2818889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2818888.750000 Penalty: 4960.912109
	Iteration 49Q: 3 clusters Score -2818889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2818885.250000 Penalty: 4960.912109
	Iteration 50Q: 3 clusters Score -2818885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2818884.000000 Penalty: 4960.912109
	Iteration 51Q: 3 clusters Score -2818884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2818886.250000 Penalty: 4960.912109
	Iteration 52Q: 3 clusters Score -2818886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2818884.250000 Penalty: 4960.912109
	Iteration 53Q: 3 clusters Score -2818884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2818889.500000 Penalty: 4960.912109
	Iteration 54Q: 3 clusters Score -2818890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2818886.500000 Penalty: 4960.912109
	Iteration 55Q: 3 clusters Score -2818886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2818888.500000 Penalty: 4960.912109
	Iteration 56Q: 3 clusters Score -2818888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2818890.750000 Penalty: 4960.912109
	Iteration 57Q: 3 clusters Score -2818891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2818891.250000 Penalty: 4960.912109
	Iteration 58Q: 3 clusters Score -2818891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2818895.000000 Penalty: 4960.912109
	Iteration 59Q: 3 clusters Score -2818895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2818888.250000 Penalty: 4960.912109
	Iteration 60F: 3 clusters Score -2818888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2818889.250000 Penalty: 4960.912109
	Iteration 61Q: 3 clusters Score -2818889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2818891.000000 Penalty: 4960.912109
	Iteration 62Q: 3 clusters Score -2818891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2818895.250000 Penalty: 4960.912109
	Iteration 63Q: 3 clusters Score -2818895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2818892.750000 Penalty: 4960.912109
	Iteration 64Q: 3 clusters Score -2818893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2818897.000000 Penalty: 4960.912109
	Iteration 65Q: 3 clusters Score -2818897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2818893.750000 Penalty: 4960.912109
	Iteration 66Q: 3 clusters Score -2818894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2818892.250000 Penalty: 4960.912109
	Iteration 67Q: 3 clusters Score -2818892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2818894.500000 Penalty: 4960.912109
	Iteration 68Q: 3 clusters Score -2818894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2818897.750000 Penalty: 4960.912109
	Iteration 69Q: 3 clusters Score -2818898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2818899.000000 Penalty: 4960.912109
	Iteration 70Q: 3 clusters Score -2818899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2818898.250000 Penalty: 4960.912109
	Iteration 71Q: 3 clusters Score -2818898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2818898.250000 Penalty: 4960.912109
	Iteration 72F: 3 clusters Score -2818898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -78953.531250 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -78953.53 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 294 members 
Entering Unmasked Estep 
Score: -77281.617188 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -77281.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77459.562500 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -77459.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77530.250000 Penalty: 3202.557617
	Iteration 2Q: 3 clusters Score -77530.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77570.898438 Penalty: 3202.557617
	Iteration 3Q: 3 clusters Score -77570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77585.359375 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -77585.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77595.257812 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -77595.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77600.554688 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -77600.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77603.539062 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -77603.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77604.757812 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -77604.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77604.757812 Penalty: 3202.557617
	Iteration 9F: 3 clusters Score -77604.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Entering Unmasked Estep 
Score: -3934022.000000 Penalty: 2562.122070
	Iteration 0F: 2 clusters Score -3934022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3913036.500000 Penalty: 5124.244141
	Iteration 0F: 3 clusters Score -3913036 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3920497.750000 Penalty: 5124.244141
	Iteration 1F: 3 clusters Score -3920498 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3920944.750000 Penalty: 5124.244141
	Iteration 2Q: 3 clusters Score -3920945 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3921358.750000 Penalty: 5124.244141
	Iteration 3Q: 3 clusters Score -3921359 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3921743.250000 Penalty: 5124.244141
	Iteration 4Q: 3 clusters Score -3921743 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3922127.500000 Penalty: 5124.244141
	Iteration 5Q: 3 clusters Score -3922128 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3922574.500000 Penalty: 5124.244141
	Iteration 6Q: 3 clusters Score -3922574 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3923268.500000 Penalty: 5124.244141
	Iteration 7Q: 3 clusters Score -3923268 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3924294.500000 Penalty: 5124.244141
	Iteration 8F: 3 clusters Score -3924294 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3925725.000000 Penalty: 5124.244141
	Iteration 9F: 3 clusters Score -3925725 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3927620.500000 Penalty: 5124.244141
	Iteration 10F: 3 clusters Score -3927620 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3929645.250000 Penalty: 5124.244141
	Iteration 11F: 3 clusters Score -3929645 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3931394.250000 Penalty: 5124.244141
	Iteration 12F: 3 clusters Score -3931394 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3932607.000000 Penalty: 5124.244141
	Iteration 13Q: 3 clusters Score -3932607 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3933219.750000 Penalty: 5124.244141
	Iteration 14Q: 3 clusters Score -3933220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3933382.750000 Penalty: 5124.244141
	Iteration 15Q: 3 clusters Score -3933383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3933422.750000 Penalty: 5124.244141
	Iteration 16Q: 3 clusters Score -3933423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3933459.000000 Penalty: 5124.244141
	Iteration 17Q: 3 clusters Score -3933459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3933467.500000 Penalty: 5124.244141
	Iteration 18Q: 3 clusters Score -3933468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3933474.250000 Penalty: 5124.244141
	Iteration 19Q: 3 clusters Score -3933474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3933482.250000 Penalty: 5124.244141
	Iteration 20F: 3 clusters Score -3933482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3933488.250000 Penalty: 5124.244141
	Iteration 21Q: 3 clusters Score -3933488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3933490.750000 Penalty: 5124.244141
	Iteration 22Q: 3 clusters Score -3933491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3933485.250000 Penalty: 5124.244141
	Iteration 23Q: 3 clusters Score -3933485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3933490.250000 Penalty: 5124.244141
	Iteration 24Q: 3 clusters Score -3933490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3933487.750000 Penalty: 5124.244141
	Iteration 25Q: 3 clusters Score -3933488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3933487.750000 Penalty: 5124.244141
	Iteration 26F: 3 clusters Score -3933488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -114558.906250 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -114558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112626.671875 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -112626.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112933.093750 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -112933.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113095.937500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -113095.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113392.554688 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -113392.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113805.820312 Penalty: 3412.160645
	Iteration 4F: 3 clusters Score -113805.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113969.750000 Penalty: 3412.160645
	Iteration 5F: 3 clusters Score -113969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114069.695312 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -114069.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -114164.101562 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -114164.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114269.304688 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -114269.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -114389.140625 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -114389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114483.437500 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -114483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114550.859375 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -114550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114591.789062 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -114591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -114642.031250 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -114642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -114692.929688 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -114692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -114741.531250 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -114741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -114767.898438 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -114767.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -114804.804688 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -114804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -114852.937500 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -114852.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -114903.406250 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -114903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -114961.992188 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -114962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -115067.625000 Penalty: 3412.160645
	Iteration 21Q: 3 clusters Score -115067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -115139.414062 Penalty: 3412.160645
	Iteration 22Q: 3 clusters Score -115139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -115141.875000 Penalty: 3412.160645
	Iteration 23Q: 3 clusters Score -115141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -115141.875000 Penalty: 3412.160645
	Iteration 24F: 3 clusters Score -115141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 729 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183587 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135278416.000000 Penalty: 75562.656250
Splitting cluster 5 changes total score from -135279584.000000 to -135278416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (161223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Entering Unmasked Estep 
Score: -21505976.000000 Penalty: 2973.654785
	Iteration 0F: 2 clusters Score -2.150598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -21404144.000000 Penalty: 5947.309570
	Iteration 0F: 3 clusters Score -2.140414e+07 nChanged 77036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -21448584.000000 Penalty: 5947.309570
	Iteration 1F: 3 clusters Score -2.144858e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -21449454.000000 Penalty: 5947.309570
	Iteration 2Q: 3 clusters Score -2.144945e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -21450834.000000 Penalty: 5947.309570
	Iteration 3Q: 3 clusters Score -2.145083e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -21453056.000000 Penalty: 5947.309570
	Iteration 4Q: 3 clusters Score -2.145306e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -21457132.000000 Penalty: 5947.309570
	Iteration 5F: 3 clusters Score -2.145713e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -21464084.000000 Penalty: 5947.309570
	Iteration 6F: 3 clusters Score -2.146408e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -21474458.000000 Penalty: 5947.309570
	Iteration 7F: 3 clusters Score -2.147446e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135781 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -21485670.000000 Penalty: 5947.309570
	Iteration 8F: 3 clusters Score -2.148567e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -21494156.000000 Penalty: 5947.309570
	Iteration 9F: 3 clusters Score -2.149416e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -21498686.000000 Penalty: 5947.309570
	Iteration 10Q: 3 clusters Score -2.149869e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -21500870.000000 Penalty: 5947.309570
	Iteration 11Q: 3 clusters Score -2.150087e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -21501872.000000 Penalty: 5947.309570
	Iteration 12Q: 3 clusters Score -2.150187e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -21502430.000000 Penalty: 5947.309570
	Iteration 13Q: 3 clusters Score -2.150243e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -21502748.000000 Penalty: 5947.309570
	Iteration 14Q: 3 clusters Score -2.150275e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -21503062.000000 Penalty: 5947.309570
	Iteration 15Q: 3 clusters Score -2.150306e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -21503246.000000 Penalty: 5947.309570
	Iteration 16Q: 3 clusters Score -2.150325e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21503454.000000 Penalty: 5947.309570
	Iteration 17Q: 3 clusters Score -2.150345e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21503580.000000 Penalty: 5947.309570
	Iteration 18Q: 3 clusters Score -2.150358e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21503688.000000 Penalty: 5947.309570
	Iteration 19Q: 3 clusters Score -2.150369e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159246 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21503736.000000 Penalty: 5947.309570
	Iteration 20F: 3 clusters Score -2.150374e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21503760.000000 Penalty: 5947.309570
	Iteration 21Q: 3 clusters Score -2.150376e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21503792.000000 Penalty: 5947.309570
	Iteration 22Q: 3 clusters Score -2.150379e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21503796.000000 Penalty: 5947.309570
	Iteration 23Q: 3 clusters Score -2.15038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -21503788.000000 Penalty: 5947.309570
	Iteration 24Q: 3 clusters Score -2.150379e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21503852.000000 Penalty: 5947.309570
	Iteration 25Q: 3 clusters Score -2.150385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21503892.000000 Penalty: 5947.309570
	Iteration 26Q: 3 clusters Score -2.150389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21503898.000000 Penalty: 5947.309570
	Iteration 27Q: 3 clusters Score -2.15039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21503904.000000 Penalty: 5947.309570
	Iteration 28Q: 3 clusters Score -2.15039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21503902.000000 Penalty: 5947.309570
	Iteration 29Q: 3 clusters Score -2.15039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21503934.000000 Penalty: 5947.309570
	Iteration 30Q: 3 clusters Score -2.150393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21503906.000000 Penalty: 5947.309570
	Iteration 31Q: 3 clusters Score -2.150391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21503928.000000 Penalty: 5947.309570
	Iteration 32Q: 3 clusters Score -2.150393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21503910.000000 Penalty: 5947.309570
	Iteration 33Q: 3 clusters Score -2.150391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21503932.000000 Penalty: 5947.309570
	Iteration 34Q: 3 clusters Score -2.150393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21503926.000000 Penalty: 5947.309570
	Iteration 35Q: 3 clusters Score -2.150393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21503940.000000 Penalty: 5947.309570
	Iteration 36Q: 3 clusters Score -2.150394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21503964.000000 Penalty: 5947.309570
	Iteration 37Q: 3 clusters Score -2.150396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160042 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21503980.000000 Penalty: 5947.309570
	Iteration 38Q: 3 clusters Score -2.150398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160051 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21503966.000000 Penalty: 5947.309570
	Iteration 39Q: 3 clusters Score -2.150397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160059 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21503970.000000 Penalty: 5947.309570
	Iteration 40F: 3 clusters Score -2.150397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21503996.000000 Penalty: 5947.309570
	Iteration 41Q: 3 clusters Score -2.1504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21504000.000000 Penalty: 5947.309570
	Iteration 42Q: 3 clusters Score -2.1504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21503982.000000 Penalty: 5947.309570
	Iteration 43Q: 3 clusters Score -2.150398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160082 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21504000.000000 Penalty: 5947.309570
	Iteration 44Q: 3 clusters Score -2.1504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21503992.000000 Penalty: 5947.309570
	Iteration 45Q: 3 clusters Score -2.150399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21503992.000000 Penalty: 5947.309570
	Iteration 46Q: 3 clusters Score -2.150399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -21503996.000000 Penalty: 5947.309570
	Iteration 47Q: 3 clusters Score -2.1504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21504004.000000 Penalty: 5947.309570
	Iteration 48Q: 3 clusters Score -2.1504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21503998.000000 Penalty: 5947.309570
	Iteration 49Q: 3 clusters Score -2.1504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21504004.000000 Penalty: 5947.309570
	Iteration 50Q: 3 clusters Score -2.1504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21504006.000000 Penalty: 5947.309570
	Iteration 51Q: 3 clusters Score -2.150401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21504018.000000 Penalty: 5947.309570
	Iteration 52Q: 3 clusters Score -2.150402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21504016.000000 Penalty: 5947.309570
	Iteration 53Q: 3 clusters Score -2.150402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21504008.000000 Penalty: 5947.309570
	Iteration 54Q: 3 clusters Score -2.150401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21504018.000000 Penalty: 5947.309570
	Iteration 55Q: 3 clusters Score -2.150402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21504028.000000 Penalty: 5947.309570
	Iteration 56Q: 3 clusters Score -2.150403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21504022.000000 Penalty: 5947.309570
	Iteration 57Q: 3 clusters Score -2.150402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21504014.000000 Penalty: 5947.309570
	Iteration 58Q: 3 clusters Score -2.150401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21504028.000000 Penalty: 5947.309570
	Iteration 59Q: 3 clusters Score -2.150403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21504032.000000 Penalty: 5947.309570
	Iteration 60F: 3 clusters Score -2.150403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21504028.000000 Penalty: 5947.309570
	Iteration 61Q: 3 clusters Score -2.150403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21504028.000000 Penalty: 5947.309570
	Iteration 62Q: 3 clusters Score -2.150403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21504028.000000 Penalty: 5947.309570
	Iteration 63F: 3 clusters Score -2.150403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -189070.843750 Penalty: 1804.757446
	Iteration 0F: 2 clusters Score -189070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -186781.656250 Penalty: 3609.514893
	Iteration 0F: 3 clusters Score -186781.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -187096.296875 Penalty: 3609.514893
	Iteration 1F: 3 clusters Score -187096.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187206.359375 Penalty: 3609.514893
	Iteration 2F: 3 clusters Score -187206.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -187263.765625 Penalty: 3609.514893
	Iteration 3Q: 3 clusters Score -187263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187283.109375 Penalty: 3609.514893
	Iteration 4Q: 3 clusters Score -187283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -187298.515625 Penalty: 3609.514893
	Iteration 5Q: 3 clusters Score -187298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187306.671875 Penalty: 3609.514893
	Iteration 6Q: 3 clusters Score -187306.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -187316.937500 Penalty: 3609.514893
	Iteration 7Q: 3 clusters Score -187316.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -187330.765625 Penalty: 3609.514893
	Iteration 8Q: 3 clusters Score -187330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -187339.265625 Penalty: 3609.514893
	Iteration 9Q: 3 clusters Score -187339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -187344.687500 Penalty: 3609.514893
	Iteration 10Q: 3 clusters Score -187344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187350.656250 Penalty: 3609.514893
	Iteration 11Q: 3 clusters Score -187350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -187353.796875 Penalty: 3609.514893
	Iteration 12Q: 3 clusters Score -187353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -187357.218750 Penalty: 3609.514893
	Iteration 13Q: 3 clusters Score -187357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -187360.328125 Penalty: 3609.514893
	Iteration 14Q: 3 clusters Score -187360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187368.546875 Penalty: 3609.514893
	Iteration 15Q: 3 clusters Score -187368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187375.625000 Penalty: 3609.514893
	Iteration 16Q: 3 clusters Score -187375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -187384.687500 Penalty: 3609.514893
	Iteration 17Q: 3 clusters Score -187384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -187392.750000 Penalty: 3609.514893
	Iteration 18Q: 3 clusters Score -187392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187401.078125 Penalty: 3609.514893
	Iteration 19Q: 3 clusters Score -187401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -187406.484375 Penalty: 3609.514893
	Iteration 20F: 3 clusters Score -187406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -187413.890625 Penalty: 3609.514893
	Iteration 21Q: 3 clusters Score -187413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -187422.218750 Penalty: 3609.514893
	Iteration 22Q: 3 clusters Score -187422.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -187430.093750 Penalty: 3609.514893
	Iteration 23Q: 3 clusters Score -187430.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187451.937500 Penalty: 3609.514893
	Iteration 24Q: 3 clusters Score -187451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187466.734375 Penalty: 3609.514893
	Iteration 25Q: 3 clusters Score -187466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187475.906250 Penalty: 3609.514893
	Iteration 26Q: 3 clusters Score -187475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -187480.781250 Penalty: 3609.514893
	Iteration 27Q: 3 clusters Score -187480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -187487.984375 Penalty: 3609.514893
	Iteration 28Q: 3 clusters Score -187488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -187495.312500 Penalty: 3609.514893
	Iteration 29Q: 3 clusters Score -187495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -187499.109375 Penalty: 3609.514893
	Iteration 30Q: 3 clusters Score -187499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -187501.921875 Penalty: 3609.514893
	Iteration 31Q: 3 clusters Score -187501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -187503.562500 Penalty: 3609.514893
	Iteration 32Q: 3 clusters Score -187503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -187505.687500 Penalty: 3609.514893
	Iteration 33Q: 3 clusters Score -187505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -187506.921875 Penalty: 3609.514893
	Iteration 34Q: 3 clusters Score -187506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187508.109375 Penalty: 3609.514893
	Iteration 35Q: 3 clusters Score -187508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187510.875000 Penalty: 3609.514893
	Iteration 36Q: 3 clusters Score -187510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187510.875000 Penalty: 3609.514893
	Iteration 37F: 3 clusters Score -187510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Entering Unmasked Estep 
Score: -4319603.500000 Penalty: 2578.719238
	Iteration 0F: 2 clusters Score -4319604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4297209.500000 Penalty: 5157.438477
	Iteration 0F: 3 clusters Score -4297210 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -4305373.000000 Penalty: 5157.438477
	Iteration 1F: 3 clusters Score -4305373 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4305850.500000 Penalty: 5157.438477
	Iteration 2Q: 3 clusters Score -4305850 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4306332.500000 Penalty: 5157.438477
	Iteration 3Q: 3 clusters Score -4306332 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4307002.000000 Penalty: 5157.438477
	Iteration 4Q: 3 clusters Score -4307002 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4307918.000000 Penalty: 5157.438477
	Iteration 5F: 3 clusters Score -4307918 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4309241.000000 Penalty: 5157.438477
	Iteration 6F: 3 clusters Score -4309241 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4310983.500000 Penalty: 5157.438477
	Iteration 7F: 3 clusters Score -4310984 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4312975.500000 Penalty: 5157.438477
	Iteration 8F: 3 clusters Score -4312976 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4314668.500000 Penalty: 5157.438477
	Iteration 9F: 3 clusters Score -4314668 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4315825.500000 Penalty: 5157.438477
	Iteration 10Q: 3 clusters Score -4315826 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4316496.500000 Penalty: 5157.438477
	Iteration 11Q: 3 clusters Score -4316496 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4316854.000000 Penalty: 5157.438477
	Iteration 12Q: 3 clusters Score -4316854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4317065.500000 Penalty: 5157.438477
	Iteration 13Q: 3 clusters Score -4317066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4317174.000000 Penalty: 5157.438477
	Iteration 14Q: 3 clusters Score -4317174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4317234.500000 Penalty: 5157.438477
	Iteration 15Q: 3 clusters Score -4317234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4317264.500000 Penalty: 5157.438477
	Iteration 16Q: 3 clusters Score -4317264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4317295.000000 Penalty: 5157.438477
	Iteration 17Q: 3 clusters Score -4317295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4317304.500000 Penalty: 5157.438477
	Iteration 18Q: 3 clusters Score -4317304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4317316.500000 Penalty: 5157.438477
	Iteration 19Q: 3 clusters Score -4317316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4317336.000000 Penalty: 5157.438477
	Iteration 20F: 3 clusters Score -4317336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4317355.000000 Penalty: 5157.438477
	Iteration 21Q: 3 clusters Score -4317355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4317369.000000 Penalty: 5157.438477
	Iteration 22Q: 3 clusters Score -4317369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4317369.000000 Penalty: 5157.438477
	Iteration 23Q: 3 clusters Score -4317369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4317368.000000 Penalty: 5157.438477
	Iteration 24Q: 3 clusters Score -4317368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4317370.500000 Penalty: 5157.438477
	Iteration 25Q: 3 clusters Score -4317370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4317382.000000 Penalty: 5157.438477
	Iteration 26Q: 3 clusters Score -4317382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4317386.500000 Penalty: 5157.438477
	Iteration 27Q: 3 clusters Score -4317386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4317396.000000 Penalty: 5157.438477
	Iteration 28Q: 3 clusters Score -4317396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4317400.000000 Penalty: 5157.438477
	Iteration 29Q: 3 clusters Score -4317400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4317403.500000 Penalty: 5157.438477
	Iteration 30Q: 3 clusters Score -4317404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4317402.500000 Penalty: 5157.438477
	Iteration 31Q: 3 clusters Score -4317402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4317409.000000 Penalty: 5157.438477
	Iteration 32Q: 3 clusters Score -4317409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4317409.000000 Penalty: 5157.438477
	Iteration 33F: 3 clusters Score -4317409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -127268.054688 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -127268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125296.351562 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -125296.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -125775.679688 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -125775.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126056.648438 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -126056.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -126334.164062 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -126334.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126653.500000 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -126653.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127017.046875 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -127017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -127484.750000 Penalty: 3457.482178
	Iteration 6F: 3 clusters Score -127484.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -127574.695312 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -127574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -127592.070312 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -127592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -127597.929688 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -127597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -127601.156250 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -127601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -127601.156250 Penalty: 3457.482178
	Iteration 11F: 3 clusters Score -127601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183587 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
Score: -135278272.000000 Penalty: 75562.656250
Splitting cluster 9 changes total score from -135279584.000000 to -135278272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Entering Unmasked Estep 
Score: -5315276.000000 Penalty: 2624.493896
	Iteration 0F: 2 clusters Score -5315276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5288339.000000 Penalty: 5248.987793
	Iteration 0F: 3 clusters Score -5288339 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -5298018.500000 Penalty: 5248.987793
	Iteration 1F: 3 clusters Score -5298018 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5298401.500000 Penalty: 5248.987793
	Iteration 2Q: 3 clusters Score -5298402 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -5298771.000000 Penalty: 5248.987793
	Iteration 3Q: 3 clusters Score -5298771 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5299095.500000 Penalty: 5248.987793
	Iteration 4Q: 3 clusters Score -5299096 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5299372.500000 Penalty: 5248.987793
	Iteration 5Q: 3 clusters Score -5299372 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5299733.000000 Penalty: 5248.987793
	Iteration 6Q: 3 clusters Score -5299733 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -5300241.000000 Penalty: 5248.987793
	Iteration 7Q: 3 clusters Score -5300241 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5300970.000000 Penalty: 5248.987793
	Iteration 8Q: 3 clusters Score -5300970 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5302033.500000 Penalty: 5248.987793
	Iteration 9Q: 3 clusters Score -5302034 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5303640.500000 Penalty: 5248.987793
	Iteration 10F: 3 clusters Score -5303640 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5305729.500000 Penalty: 5248.987793
	Iteration 11F: 3 clusters Score -5305730 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5307965.000000 Penalty: 5248.987793
	Iteration 12F: 3 clusters Score -5307965 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5309958.000000 Penalty: 5248.987793
	Iteration 13F: 3 clusters Score -5309958 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5311370.500000 Penalty: 5248.987793
	Iteration 14Q: 3 clusters Score -5311370 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5312101.000000 Penalty: 5248.987793
	Iteration 15Q: 3 clusters Score -5312101 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5312470.000000 Penalty: 5248.987793
	Iteration 16Q: 3 clusters Score -5312470 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5312711.000000 Penalty: 5248.987793
	Iteration 17Q: 3 clusters Score -5312711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5312836.500000 Penalty: 5248.987793
	Iteration 18Q: 3 clusters Score -5312836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5312895.500000 Penalty: 5248.987793
	Iteration 19Q: 3 clusters Score -5312896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5312949.000000 Penalty: 5248.987793
	Iteration 20F: 3 clusters Score -5312949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5312978.500000 Penalty: 5248.987793
	Iteration 21Q: 3 clusters Score -5312978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5312986.500000 Penalty: 5248.987793
	Iteration 22Q: 3 clusters Score -5312986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5313007.500000 Penalty: 5248.987793
	Iteration 23Q: 3 clusters Score -5313008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5313017.000000 Penalty: 5248.987793
	Iteration 24Q: 3 clusters Score -5313017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5313020.500000 Penalty: 5248.987793
	Iteration 25Q: 3 clusters Score -5313020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5313024.000000 Penalty: 5248.987793
	Iteration 26Q: 3 clusters Score -5313024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5313027.000000 Penalty: 5248.987793
	Iteration 27Q: 3 clusters Score -5313027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5313027.500000 Penalty: 5248.987793
	Iteration 28Q: 3 clusters Score -5313028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5313027.500000 Penalty: 5248.987793
	Iteration 29F: 3 clusters Score -5313028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -324398.718750 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -324398.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -321364.281250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -321364.3 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -321994.250000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -321994.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -322157.437500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -322157.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -322277.468750 Penalty: 3908.503906
	Iteration 3Q: 3 clusters Score -322277.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -322355.468750 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -322355.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -322408.468750 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -322408.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -322473.875000 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -322473.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -322518.750000 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -322518.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -322560.000000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -322560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -322602.406250 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -322602.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -322647.187500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -322647.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -322694.093750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -322694.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -322751.625000 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -322751.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322809.750000 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -322809.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -322891.093750 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -322891.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -322968.406250 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -322968.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -323054.750000 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -323054.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -323154.968750 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -323155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -323212.562500 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -323212.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -323249.750000 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -323249.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -323270.968750 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -323271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -323294.000000 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -323294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -323313.625000 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -323313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -323331.468750 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -323331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -323343.125000 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -323343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -323350.031250 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -323350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -323356.062500 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -323356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -323361.312500 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -323361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -323362.750000 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -323362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -323364.562500 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -323364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -323366.500000 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -323366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -323368.375000 Penalty: 3908.503906
	Iteration 31Q: 3 clusters Score -323368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -323369.093750 Penalty: 3908.503906
	Iteration 32Q: 3 clusters Score -323369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323370.468750 Penalty: 3908.503906
	Iteration 33Q: 3 clusters Score -323370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -323371.375000 Penalty: 3908.503906
	Iteration 34Q: 3 clusters Score -323371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -323372.906250 Penalty: 3908.503906
	Iteration 35Q: 3 clusters Score -323372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -323374.781250 Penalty: 3908.503906
	Iteration 36Q: 3 clusters Score -323374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -323376.062500 Penalty: 3908.503906
	Iteration 37Q: 3 clusters Score -323376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -323379.250000 Penalty: 3908.503906
	Iteration 38Q: 3 clusters Score -323379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -323381.281250 Penalty: 3908.503906
	Iteration 39Q: 3 clusters Score -323381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -323382.343750 Penalty: 3908.503906
	Iteration 40F: 3 clusters Score -323382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -323383.125000 Penalty: 3908.503906
	Iteration 41Q: 3 clusters Score -323383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -323383.531250 Penalty: 3908.503906
	Iteration 42Q: 3 clusters Score -323383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -323383.531250 Penalty: 3908.503906
	Iteration 43F: 3 clusters Score -323383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Entering Unmasked Estep 
Score: -9179965.000000 Penalty: 2761.193359
	Iteration 0F: 2 clusters Score -9179965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -9134198.000000 Penalty: 5522.386719
	Iteration 0F: 3 clusters Score -9134198 nChanged 31869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -9152067.000000 Penalty: 5522.386719
	Iteration 1F: 3 clusters Score -9152067 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -9152625.000000 Penalty: 5522.386719
	Iteration 2Q: 3 clusters Score -9152625 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9153315.000000 Penalty: 5522.386719
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9156763 nChanged 3831
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Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9162891 nChanged 4879
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Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9171156 nChanged 1479
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Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9173350 nChanged 673
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Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9173504 nChanged 702
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Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9173877 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9174074 nChanged 658
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Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9174656 nChanged 648
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Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 9275 members 
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Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 8678 members 
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Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 8089 members 
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Mstep: Class 1 contains 60888 members 
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Mstep: Class 1 contains 61343 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62150 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62540 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63154 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63750 members 
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Mstep: Class 1 contains 63993 members 
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Mstep: Class 1 contains 64208 members 
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Mstep: Class 1 contains 64378 members 
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Mstep: Class 1 contains 64533 members 
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Mstep: Class 1 contains 64669 members 
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Mstep: Class 1 contains 64791 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65035 members 
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Mstep: Class 1 contains 65136 members 
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Mstep: Class 1 contains 65239 members 
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Mstep: Class 1 contains 65393 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65462 members 
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Mstep: Class 1 contains 65632 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9177632 nChanged 34
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Mstep: Class 1 contains 65666 members 
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Mstep: Class 1 contains 65699 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9177635 nChanged 33
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Mstep: Class 1 contains 65791 members 
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	Iteration 63Q: 3 clusters Score -9177664 nChanged 29
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Mstep: Class 1 contains 65816 members 
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	Iteration 64Q: 3 clusters Score -9177667 nChanged 26
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Mstep: Class 1 contains 65842 members 
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Mstep: Class 1 contains 65889 members 
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	Iteration 67Q: 3 clusters Score -9177664 nChanged 24
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	Iteration 68Q: 3 clusters Score -9177670 nChanged 21
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	Iteration 71Q: 3 clusters Score -9177699 nChanged 14
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	Iteration 72Q: 3 clusters Score -9177703 nChanged 9
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	Iteration 74Q: 3 clusters Score -9177697 nChanged 9
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	Iteration 75Q: 3 clusters Score -9177688 nChanged 10
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	Iteration 76Q: 3 clusters Score -9177696 nChanged 6
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	Iteration 78Q: 3 clusters Score -9177701 nChanged 15
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	Iteration 79Q: 3 clusters Score -9177721 nChanged 17
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	Iteration 80F: 3 clusters Score -9177728 nChanged 18
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	Iteration 83Q: 3 clusters Score -9177752 nChanged 3
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	Iteration 86Q: 3 clusters Score -9177773 nChanged 7
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	Iteration 87Q: 3 clusters Score -9177771 nChanged 8
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	Iteration 88Q: 3 clusters Score -9177769 nChanged 9
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	Iteration 89Q: 3 clusters Score -9177766 nChanged 4
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	Iteration 91Q: 3 clusters Score -9177769 nChanged 6
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	Iteration 92Q: 3 clusters Score -9177773 nChanged 7
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	Iteration 93Q: 3 clusters Score -9177778 nChanged 12
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	Iteration 94Q: 3 clusters Score -9177771 nChanged 12
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Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9177777.000000 Penalty: 5522.386719
	Iteration 95Q: 3 clusters Score -9177777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9177782.000000 Penalty: 5522.386719
	Iteration 96Q: 3 clusters Score -9177782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9177783.000000 Penalty: 5522.386719
	Iteration 97Q: 3 clusters Score -9177783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9177779.000000 Penalty: 5522.386719
	Iteration 98Q: 3 clusters Score -9177779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -9177778.000000 Penalty: 5522.386719
	Iteration 99Q: 3 clusters Score -9177778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9177775.000000 Penalty: 5522.386719
	Iteration 100F: 3 clusters Score -9177775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9177766.000000 Penalty: 5522.386719
	Iteration 101Q: 3 clusters Score -9177766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -9177770.000000 Penalty: 5522.386719
	Iteration 102Q: 3 clusters Score -9177770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9177774.000000 Penalty: 5522.386719
	Iteration 103Q: 3 clusters Score -9177774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9177774.000000 Penalty: 5522.386719
	Iteration 104F: 3 clusters Score -9177774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Entering Unmasked Estep 
Score: -6515714.000000 Penalty: 2675.367188
	Iteration 0F: 2 clusters Score -6515714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -6482933.000000 Penalty: 5350.734375
	Iteration 0F: 3 clusters Score -6482933 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6495521.000000 Penalty: 5350.734375
	Iteration 1F: 3 clusters Score -6495521 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6496125.000000 Penalty: 5350.734375
	Iteration 2Q: 3 clusters Score -6496125 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -6496767.000000 Penalty: 5350.734375
	Iteration 3Q: 3 clusters Score -6496767 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6497520.500000 Penalty: 5350.734375
	Iteration 4Q: 3 clusters Score -6497520 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -6498351.500000 Penalty: 5350.734375
	Iteration 5Q: 3 clusters Score -6498352 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -6499464.500000 Penalty: 5350.734375
	Iteration 6Q: 3 clusters Score -6499464 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6500974.500000 Penalty: 5350.734375
	Iteration 7F: 3 clusters Score -6500974 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -6503226.500000 Penalty: 5350.734375
	Iteration 8F: 3 clusters Score -6503226 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6506104.000000 Penalty: 5350.734375
	Iteration 9F: 3 clusters Score -6506104 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -6508539.500000 Penalty: 5350.734375
	Iteration 10F: 3 clusters Score -6508540 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -6509804.000000 Penalty: 5350.734375
	Iteration 11Q: 3 clusters Score -6509804 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6510366.500000 Penalty: 5350.734375
	Iteration 12Q: 3 clusters Score -6510366 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -6510673.500000 Penalty: 5350.734375
	Iteration 13Q: 3 clusters Score -6510674 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6510903.000000 Penalty: 5350.734375
	Iteration 14Q: 3 clusters Score -6510903 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -6511130.000000 Penalty: 5350.734375
	Iteration 15Q: 3 clusters Score -6511130 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -6511361.500000 Penalty: 5350.734375
	Iteration 16Q: 3 clusters Score -6511362 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -6511543.500000 Penalty: 5350.734375
	Iteration 17Q: 3 clusters Score -6511544 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6511696.000000 Penalty: 5350.734375
	Iteration 18Q: 3 clusters Score -6511696 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -6511821.000000 Penalty: 5350.734375
	Iteration 19Q: 3 clusters Score -6511821 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6511969.000000 Penalty: 5350.734375
	Iteration 20F: 3 clusters Score -6511969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -6512076.500000 Penalty: 5350.734375
	Iteration 21Q: 3 clusters Score -6512076 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6512207.500000 Penalty: 5350.734375
	Iteration 22Q: 3 clusters Score -6512208 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6512309.000000 Penalty: 5350.734375
	Iteration 23Q: 3 clusters Score -6512309 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -6512378.500000 Penalty: 5350.734375
	Iteration 24Q: 3 clusters Score -6512378 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6512465.000000 Penalty: 5350.734375
	Iteration 25Q: 3 clusters Score -6512465 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -6512544.500000 Penalty: 5350.734375
	Iteration 26Q: 3 clusters Score -6512544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -6512607.000000 Penalty: 5350.734375
	Iteration 27Q: 3 clusters Score -6512607 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -6512682.000000 Penalty: 5350.734375
	Iteration 28Q: 3 clusters Score -6512682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6512737.500000 Penalty: 5350.734375
	Iteration 29Q: 3 clusters Score -6512738 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -6512824.000000 Penalty: 5350.734375
	Iteration 30Q: 3 clusters Score -6512824 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -6512852.500000 Penalty: 5350.734375
	Iteration 31Q: 3 clusters Score -6512852 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -6512928.000000 Penalty: 5350.734375
	Iteration 32Q: 3 clusters Score -6512928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -6512989.000000 Penalty: 5350.734375
	Iteration 33Q: 3 clusters Score -6512989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -6513086.500000 Penalty: 5350.734375
	Iteration 34Q: 3 clusters Score -6513086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -6513143.500000 Penalty: 5350.734375
	Iteration 35Q: 3 clusters Score -6513144 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6513185.000000 Penalty: 5350.734375
	Iteration 36Q: 3 clusters Score -6513185 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6513242.000000 Penalty: 5350.734375
	Iteration 37Q: 3 clusters Score -6513242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -6513298.500000 Penalty: 5350.734375
	Iteration 38Q: 3 clusters Score -6513298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6513334.000000 Penalty: 5350.734375
	Iteration 39Q: 3 clusters Score -6513334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6513374.000000 Penalty: 5350.734375
	Iteration 40F: 3 clusters Score -6513374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6513393.000000 Penalty: 5350.734375
	Iteration 41Q: 3 clusters Score -6513393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -6513438.000000 Penalty: 5350.734375
	Iteration 42Q: 3 clusters Score -6513438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6513455.500000 Penalty: 5350.734375
	Iteration 43Q: 3 clusters Score -6513456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6513466.000000 Penalty: 5350.734375
	Iteration 44Q: 3 clusters Score -6513466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6513484.000000 Penalty: 5350.734375
	Iteration 45Q: 3 clusters Score -6513484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6513506.000000 Penalty: 5350.734375
	Iteration 46Q: 3 clusters Score -6513506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -6513509.500000 Penalty: 5350.734375
	Iteration 47Q: 3 clusters Score -6513510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6513512.500000 Penalty: 5350.734375
	Iteration 48Q: 3 clusters Score -6513512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6513532.000000 Penalty: 5350.734375
	Iteration 49Q: 3 clusters Score -6513532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -6513550.000000 Penalty: 5350.734375
	Iteration 50Q: 3 clusters Score -6513550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6513533.500000 Penalty: 5350.734375
	Iteration 51Q: 3 clusters Score -6513534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6513547.500000 Penalty: 5350.734375
	Iteration 52Q: 3 clusters Score -6513548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6513553.000000 Penalty: 5350.734375
	Iteration 53Q: 3 clusters Score -6513553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6513551.500000 Penalty: 5350.734375
	Iteration 54Q: 3 clusters Score -6513552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6513559.500000 Penalty: 5350.734375
	Iteration 55Q: 3 clusters Score -6513560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -6513561.000000 Penalty: 5350.734375
	Iteration 56Q: 3 clusters Score -6513561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6513557.000000 Penalty: 5350.734375
	Iteration 57Q: 3 clusters Score -6513557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -6513568.500000 Penalty: 5350.734375
	Iteration 58Q: 3 clusters Score -6513568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6513577.000000 Penalty: 5350.734375
	Iteration 59Q: 3 clusters Score -6513577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6513591.000000 Penalty: 5350.734375
	Iteration 60F: 3 clusters Score -6513591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6513587.500000 Penalty: 5350.734375
	Iteration 61Q: 3 clusters Score -6513588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6513596.500000 Penalty: 5350.734375
	Iteration 62Q: 3 clusters Score -6513596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -6513607.500000 Penalty: 5350.734375
	Iteration 63Q: 3 clusters Score -6513608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6513610.000000 Penalty: 5350.734375
	Iteration 64Q: 3 clusters Score -6513610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -6513612.500000 Penalty: 5350.734375
	Iteration 65Q: 3 clusters Score -6513612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6513609.000000 Penalty: 5350.734375
	Iteration 66Q: 3 clusters Score -6513609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6513612.500000 Penalty: 5350.734375
	Iteration 67Q: 3 clusters Score -6513612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6513600.000000 Penalty: 5350.734375
	Iteration 68Q: 3 clusters Score -6513600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6513600.500000 Penalty: 5350.734375
	Iteration 69Q: 3 clusters Score -6513600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6513598.500000 Penalty: 5350.734375
	Iteration 70Q: 3 clusters Score -6513598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6513601.000000 Penalty: 5350.734375
	Iteration 71Q: 3 clusters Score -6513601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6513606.000000 Penalty: 5350.734375
	Iteration 72Q: 3 clusters Score -6513606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6513607.500000 Penalty: 5350.734375
	Iteration 73Q: 3 clusters Score -6513608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -6513610.000000 Penalty: 5350.734375
	Iteration 74Q: 3 clusters Score -6513610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6513609.000000 Penalty: 5350.734375
	Iteration 75Q: 3 clusters Score -6513609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6513609.500000 Penalty: 5350.734375
	Iteration 76Q: 3 clusters Score -6513610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -6513617.500000 Penalty: 5350.734375
	Iteration 77Q: 3 clusters Score -6513618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6513623.000000 Penalty: 5350.734375
	Iteration 78Q: 3 clusters Score -6513623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6513626.000000 Penalty: 5350.734375
	Iteration 79Q: 3 clusters Score -6513626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6513632.000000 Penalty: 5350.734375
	Iteration 80F: 3 clusters Score -6513632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6513636.500000 Penalty: 5350.734375
	Iteration 81Q: 3 clusters Score -6513636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -6513642.000000 Penalty: 5350.734375
	Iteration 82Q: 3 clusters Score -6513642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -6513640.500000 Penalty: 5350.734375
	Iteration 83Q: 3 clusters Score -6513640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6513640.000000 Penalty: 5350.734375
	Iteration 84Q: 3 clusters Score -6513640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -6513647.500000 Penalty: 5350.734375
	Iteration 85Q: 3 clusters Score -6513648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6513642.500000 Penalty: 5350.734375
	Iteration 86Q: 3 clusters Score -6513642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6513645.000000 Penalty: 5350.734375
	Iteration 87Q: 3 clusters Score -6513645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6513645.000000 Penalty: 5350.734375
	Iteration 88F: 3 clusters Score -6513645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Entering Unmasked Estep 
Score: -6220459.000000 Penalty: 2663.707764
	Iteration 0F: 2 clusters Score -6220459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6189265.500000 Penalty: 5327.415527
	Iteration 0F: 3 clusters Score -6189266 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -6201097.500000 Penalty: 5327.415527
	Iteration 1F: 3 clusters Score -6201098 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -6201586.000000 Penalty: 5327.415527
	Iteration 2Q: 3 clusters Score -6201586 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -6201996.000000 Penalty: 5327.415527
	Iteration 3Q: 3 clusters Score -6201996 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6202426.000000 Penalty: 5327.415527
	Iteration 4Q: 3 clusters Score -6202426 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -6202851.000000 Penalty: 5327.415527
	Iteration 5Q: 3 clusters Score -6202851 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -6203253.000000 Penalty: 5327.415527
	Iteration 6Q: 3 clusters Score -6203253 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6203714.500000 Penalty: 5327.415527
	Iteration 7Q: 3 clusters Score -6203714 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -6204271.500000 Penalty: 5327.415527
	Iteration 8Q: 3 clusters Score -6204272 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6204920.500000 Penalty: 5327.415527
	Iteration 9Q: 3 clusters Score -6204920 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6205708.000000 Penalty: 5327.415527
	Iteration 10Q: 3 clusters Score -6205708 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6206778.500000 Penalty: 5327.415527
	Iteration 11Q: 3 clusters Score -6206778 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6208132.500000 Penalty: 5327.415527
	Iteration 12Q: 3 clusters Score -6208132 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -6209580.500000 Penalty: 5327.415527
	Iteration 13Q: 3 clusters Score -6209580 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -6210994.000000 Penalty: 5327.415527
	Iteration 14Q: 3 clusters Score -6210994 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6212102.500000 Penalty: 5327.415527
	Iteration 15Q: 3 clusters Score -6212102 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -6213048.500000 Penalty: 5327.415527
	Iteration 16Q: 3 clusters Score -6213048 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -6213654.000000 Penalty: 5327.415527
	Iteration 17Q: 3 clusters Score -6213654 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -6214068.500000 Penalty: 5327.415527
	Iteration 18Q: 3 clusters Score -6214068 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -6214395.500000 Penalty: 5327.415527
	Iteration 19Q: 3 clusters Score -6214396 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -6214689.500000 Penalty: 5327.415527
	Iteration 20F: 3 clusters Score -6214690 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -6214947.000000 Penalty: 5327.415527
	Iteration 21Q: 3 clusters Score -6214947 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6215275.500000 Penalty: 5327.415527
	Iteration 22Q: 3 clusters Score -6215276 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -6215603.000000 Penalty: 5327.415527
	Iteration 23Q: 3 clusters Score -6215603 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -6215962.500000 Penalty: 5327.415527
	Iteration 24Q: 3 clusters Score -6215962 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -6216281.000000 Penalty: 5327.415527
	Iteration 25Q: 3 clusters Score -6216281 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6216625.000000 Penalty: 5327.415527
	Iteration 26Q: 3 clusters Score -6216625 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -6216865.500000 Penalty: 5327.415527
	Iteration 27Q: 3 clusters Score -6216866 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -6217071.500000 Penalty: 5327.415527
	Iteration 28Q: 3 clusters Score -6217072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -6217265.500000 Penalty: 5327.415527
	Iteration 29Q: 3 clusters Score -6217266 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -6217395.500000 Penalty: 5327.415527
	Iteration 30Q: 3 clusters Score -6217396 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6217532.500000 Penalty: 5327.415527
	Iteration 31Q: 3 clusters Score -6217532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6217640.000000 Penalty: 5327.415527
	Iteration 32Q: 3 clusters Score -6217640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -6217738.500000 Penalty: 5327.415527
	Iteration 33Q: 3 clusters Score -6217738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -6217838.500000 Penalty: 5327.415527
	Iteration 34Q: 3 clusters Score -6217838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -6217915.500000 Penalty: 5327.415527
	Iteration 35Q: 3 clusters Score -6217916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -6217977.000000 Penalty: 5327.415527
	Iteration 36Q: 3 clusters Score -6217977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6218024.500000 Penalty: 5327.415527
	Iteration 37Q: 3 clusters Score -6218024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6218059.000000 Penalty: 5327.415527
	Iteration 38Q: 3 clusters Score -6218059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -6218084.000000 Penalty: 5327.415527
	Iteration 39Q: 3 clusters Score -6218084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6218109.000000 Penalty: 5327.415527
	Iteration 40F: 3 clusters Score -6218109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -6218121.500000 Penalty: 5327.415527
	Iteration 41Q: 3 clusters Score -6218122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -6218140.500000 Penalty: 5327.415527
	Iteration 42Q: 3 clusters Score -6218140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6218145.000000 Penalty: 5327.415527
	Iteration 43Q: 3 clusters Score -6218145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6218161.000000 Penalty: 5327.415527
	Iteration 44Q: 3 clusters Score -6218161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -6218194.000000 Penalty: 5327.415527
	Iteration 45Q: 3 clusters Score -6218194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -6218200.500000 Penalty: 5327.415527
	Iteration 46Q: 3 clusters Score -6218200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6218198.500000 Penalty: 5327.415527
	Iteration 47Q: 3 clusters Score -6218198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -6218209.000000 Penalty: 5327.415527
	Iteration 48Q: 3 clusters Score -6218209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -6218214.500000 Penalty: 5327.415527
	Iteration 49Q: 3 clusters Score -6218214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6218210.000000 Penalty: 5327.415527
	Iteration 50Q: 3 clusters Score -6218210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -6218212.000000 Penalty: 5327.415527
	Iteration 51Q: 3 clusters Score -6218212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6218210.500000 Penalty: 5327.415527
	Iteration 52Q: 3 clusters Score -6218210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6218210.000000 Penalty: 5327.415527
	Iteration 53Q: 3 clusters Score -6218210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6218206.500000 Penalty: 5327.415527
	Iteration 54Q: 3 clusters Score -6218206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6218206.500000 Penalty: 5327.415527
	Iteration 55F: 3 clusters Score -6218206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Entering Unmasked Estep 
Score: -3692185.500000 Penalty: 2534.065430
	Iteration 0F: 2 clusters Score -3692186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3673330.000000 Penalty: 5068.130859
	Iteration 0F: 3 clusters Score -3673330 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3679862.000000 Penalty: 5068.130859
	Iteration 1F: 3 clusters Score -3679862 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3680297.500000 Penalty: 5068.130859
	Iteration 2Q: 3 clusters Score -3680298 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3680656.500000 Penalty: 5068.130859
	Iteration 3Q: 3 clusters Score -3680656 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3681002.750000 Penalty: 5068.130859
	Iteration 4Q: 3 clusters Score -3681003 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3681381.750000 Penalty: 5068.130859
	Iteration 5Q: 3 clusters Score -3681382 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3681847.250000 Penalty: 5068.130859
	Iteration 6Q: 3 clusters Score -3681847 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3682368.750000 Penalty: 5068.130859
	Iteration 7Q: 3 clusters Score -3682369 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3682961.000000 Penalty: 5068.130859
	Iteration 8Q: 3 clusters Score -3682961 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3683717.250000 Penalty: 5068.130859
	Iteration 9Q: 3 clusters Score -3683717 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3684664.750000 Penalty: 5068.130859
	Iteration 10Q: 3 clusters Score -3684665 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3685555.500000 Penalty: 5068.130859
	Iteration 11F: 3 clusters Score -3685556 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3686267.500000 Penalty: 5068.130859
	Iteration 12Q: 3 clusters Score -3686268 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3686737.500000 Penalty: 5068.130859
	Iteration 13Q: 3 clusters Score -3686738 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3686964.250000 Penalty: 5068.130859
	Iteration 14Q: 3 clusters Score -3686964 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3687094.250000 Penalty: 5068.130859
	Iteration 15Q: 3 clusters Score -3687094 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3687203.250000 Penalty: 5068.130859
	Iteration 16Q: 3 clusters Score -3687203 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3687280.250000 Penalty: 5068.130859
	Iteration 17Q: 3 clusters Score -3687280 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3687357.500000 Penalty: 5068.130859
	Iteration 18Q: 3 clusters Score -3687358 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3687420.250000 Penalty: 5068.130859
	Iteration 19Q: 3 clusters Score -3687420 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3687495.000000 Penalty: 5068.130859
	Iteration 20F: 3 clusters Score -3687495 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3687591.500000 Penalty: 5068.130859
	Iteration 21Q: 3 clusters Score -3687592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3687656.250000 Penalty: 5068.130859
	Iteration 22Q: 3 clusters Score -3687656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3687709.500000 Penalty: 5068.130859
	Iteration 23Q: 3 clusters Score -3687710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3687765.750000 Penalty: 5068.130859
	Iteration 24Q: 3 clusters Score -3687766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3687815.750000 Penalty: 5068.130859
	Iteration 25Q: 3 clusters Score -3687816 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3687893.000000 Penalty: 5068.130859
	Iteration 26Q: 3 clusters Score -3687893 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3687949.750000 Penalty: 5068.130859
	Iteration 27Q: 3 clusters Score -3687950 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3688002.000000 Penalty: 5068.130859
	Iteration 28Q: 3 clusters Score -3688002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3688082.500000 Penalty: 5068.130859
	Iteration 29Q: 3 clusters Score -3688082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3688135.750000 Penalty: 5068.130859
	Iteration 30Q: 3 clusters Score -3688136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3688193.500000 Penalty: 5068.130859
	Iteration 31Q: 3 clusters Score -3688194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3688255.750000 Penalty: 5068.130859
	Iteration 32Q: 3 clusters Score -3688256 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3688310.000000 Penalty: 5068.130859
	Iteration 33Q: 3 clusters Score -3688310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3688362.750000 Penalty: 5068.130859
	Iteration 34Q: 3 clusters Score -3688363 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3688429.000000 Penalty: 5068.130859
	Iteration 35Q: 3 clusters Score -3688429 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3688497.250000 Penalty: 5068.130859
	Iteration 36Q: 3 clusters Score -3688497 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3688567.000000 Penalty: 5068.130859
	Iteration 37Q: 3 clusters Score -3688567 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3688655.500000 Penalty: 5068.130859
	Iteration 38Q: 3 clusters Score -3688656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3688736.000000 Penalty: 5068.130859
	Iteration 39Q: 3 clusters Score -3688736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3688790.500000 Penalty: 5068.130859
	Iteration 40F: 3 clusters Score -3688790 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3688860.250000 Penalty: 5068.130859
	Iteration 41Q: 3 clusters Score -3688860 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3688954.000000 Penalty: 5068.130859
	Iteration 42Q: 3 clusters Score -3688954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3689068.750000 Penalty: 5068.130859
	Iteration 43Q: 3 clusters Score -3689069 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3689151.250000 Penalty: 5068.130859
	Iteration 44Q: 3 clusters Score -3689151 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3689247.000000 Penalty: 5068.130859
	Iteration 45Q: 3 clusters Score -3689247 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3689346.250000 Penalty: 5068.130859
	Iteration 46Q: 3 clusters Score -3689346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3689434.500000 Penalty: 5068.130859
	Iteration 47Q: 3 clusters Score -3689434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3689510.750000 Penalty: 5068.130859
	Iteration 48Q: 3 clusters Score -3689511 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3689577.750000 Penalty: 5068.130859
	Iteration 49Q: 3 clusters Score -3689578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3689622.750000 Penalty: 5068.130859
	Iteration 50Q: 3 clusters Score -3689623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3689664.250000 Penalty: 5068.130859
	Iteration 51Q: 3 clusters Score -3689664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3689695.500000 Penalty: 5068.130859
	Iteration 52Q: 3 clusters Score -3689696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3689728.750000 Penalty: 5068.130859
	Iteration 53Q: 3 clusters Score -3689729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3689744.000000 Penalty: 5068.130859
	Iteration 54Q: 3 clusters Score -3689744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3689785.000000 Penalty: 5068.130859
	Iteration 55Q: 3 clusters Score -3689785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3689819.000000 Penalty: 5068.130859
	Iteration 56Q: 3 clusters Score -3689819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3689851.000000 Penalty: 5068.130859
	Iteration 57Q: 3 clusters Score -3689851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3689879.750000 Penalty: 5068.130859
	Iteration 58Q: 3 clusters Score -3689880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3689915.250000 Penalty: 5068.130859
	Iteration 59Q: 3 clusters Score -3689915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3689927.750000 Penalty: 5068.130859
	Iteration 60F: 3 clusters Score -3689928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3689937.500000 Penalty: 5068.130859
	Iteration 61Q: 3 clusters Score -3689938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3689949.000000 Penalty: 5068.130859
	Iteration 62Q: 3 clusters Score -3689949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3689956.000000 Penalty: 5068.130859
	Iteration 63Q: 3 clusters Score -3689956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3689963.000000 Penalty: 5068.130859
	Iteration 64Q: 3 clusters Score -3689963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3689974.500000 Penalty: 5068.130859
	Iteration 65Q: 3 clusters Score -3689974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3689982.000000 Penalty: 5068.130859
	Iteration 66Q: 3 clusters Score -3689982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3689990.250000 Penalty: 5068.130859
	Iteration 67Q: 3 clusters Score -3689990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3689991.500000 Penalty: 5068.130859
	Iteration 68Q: 3 clusters Score -3689992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3689996.500000 Penalty: 5068.130859
	Iteration 69Q: 3 clusters Score -3689996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3690003.250000 Penalty: 5068.130859
	Iteration 70Q: 3 clusters Score -3690003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3690011.250000 Penalty: 5068.130859
	Iteration 71Q: 3 clusters Score -3690011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3690020.500000 Penalty: 5068.130859
	Iteration 72Q: 3 clusters Score -3690020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3690027.750000 Penalty: 5068.130859
	Iteration 73Q: 3 clusters Score -3690028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3690032.500000 Penalty: 5068.130859
	Iteration 74Q: 3 clusters Score -3690032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3690051.500000 Penalty: 5068.130859
	Iteration 75Q: 3 clusters Score -3690052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3690054.750000 Penalty: 5068.130859
	Iteration 76Q: 3 clusters Score -3690055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3690058.250000 Penalty: 5068.130859
	Iteration 77Q: 3 clusters Score -3690058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3690069.500000 Penalty: 5068.130859
	Iteration 78Q: 3 clusters Score -3690070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3690073.750000 Penalty: 5068.130859
	Iteration 79Q: 3 clusters Score -3690074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3690076.250000 Penalty: 5068.130859
	Iteration 80F: 3 clusters Score -3690076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3690087.000000 Penalty: 5068.130859
	Iteration 81Q: 3 clusters Score -3690087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3690088.750000 Penalty: 5068.130859
	Iteration 82Q: 3 clusters Score -3690089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3690092.750000 Penalty: 5068.130859
	Iteration 83Q: 3 clusters Score -3690093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3690093.000000 Penalty: 5068.130859
	Iteration 84Q: 3 clusters Score -3690093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3690094.000000 Penalty: 5068.130859
	Iteration 85Q: 3 clusters Score -3690094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3690092.750000 Penalty: 5068.130859
	Iteration 86Q: 3 clusters Score -3690093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3690090.000000 Penalty: 5068.130859
	Iteration 87Q: 3 clusters Score -3690090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3690087.750000 Penalty: 5068.130859
	Iteration 88Q: 3 clusters Score -3690088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3690087.750000 Penalty: 5068.130859
	Iteration 89F: 3 clusters Score -3690088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (183587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183587 members 
Entering Unmasked Estep 
Score: -24392080.000000 Penalty: 3005.870117
	Iteration 0F: 2 clusters Score -2.439208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -24272070.000000 Penalty: 6011.740234
	Iteration 0F: 3 clusters Score -2.427207e+07 nChanged 87992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -24322902.000000 Penalty: 6011.740234
	Iteration 1F: 3 clusters Score -2.43229e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -24324438.000000 Penalty: 6011.740234
	Iteration 2Q: 3 clusters Score -2.432444e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -24326488.000000 Penalty: 6011.740234
	Iteration 3Q: 3 clusters Score -2.432649e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -24329550.000000 Penalty: 6011.740234
	Iteration 4Q: 3 clusters Score -2.432955e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -24333746.000000 Penalty: 6011.740234
	Iteration 5Q: 3 clusters Score -2.433375e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -24339812.000000 Penalty: 6011.740234
	Iteration 6F: 3 clusters Score -2.433981e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -24347870.000000 Penalty: 6011.740234
	Iteration 7F: 3 clusters Score -2.434787e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -24357206.000000 Penalty: 6011.740234
	Iteration 8F: 3 clusters Score -2.435721e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -24365002.000000 Penalty: 6011.740234
	Iteration 9F: 3 clusters Score -2.4365e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -24369442.000000 Penalty: 6011.740234
	Iteration 10Q: 3 clusters Score -2.436944e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -24371498.000000 Penalty: 6011.740234
	Iteration 11Q: 3 clusters Score -2.43715e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -24372474.000000 Penalty: 6011.740234
	Iteration 12Q: 3 clusters Score -2.437247e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -24373352.000000 Penalty: 6011.740234
	Iteration 13Q: 3 clusters Score -2.437335e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102983 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -24374120.000000 Penalty: 6011.740234
	Iteration 14Q: 3 clusters Score -2.437412e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -24374562.000000 Penalty: 6011.740234
	Iteration 15Q: 3 clusters Score -2.437456e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -24375020.000000 Penalty: 6011.740234
	Iteration 16Q: 3 clusters Score -2.437502e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -24375410.000000 Penalty: 6011.740234
	Iteration 17Q: 3 clusters Score -2.437541e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -24375710.000000 Penalty: 6011.740234
	Iteration 18Q: 3 clusters Score -2.437571e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -24375932.000000 Penalty: 6011.740234
	Iteration 19Q: 3 clusters Score -2.437593e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -24376174.000000 Penalty: 6011.740234
	Iteration 20F: 3 clusters Score -2.437617e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -24376388.000000 Penalty: 6011.740234
	Iteration 21Q: 3 clusters Score -2.437639e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -24376438.000000 Penalty: 6011.740234
	Iteration 22Q: 3 clusters Score -2.437644e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -24376614.000000 Penalty: 6011.740234
	Iteration 23Q: 3 clusters Score -2.437661e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -24376736.000000 Penalty: 6011.740234
	Iteration 24Q: 3 clusters Score -2.437674e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -24376868.000000 Penalty: 6011.740234
	Iteration 25Q: 3 clusters Score -2.437687e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -24377022.000000 Penalty: 6011.740234
	Iteration 26Q: 3 clusters Score -2.437702e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -24377258.000000 Penalty: 6011.740234
	Iteration 27Q: 3 clusters Score -2.437726e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115272 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -24377518.000000 Penalty: 6011.740234
	Iteration 28Q: 3 clusters Score -2.437752e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -24377618.000000 Penalty: 6011.740234
	Iteration 29Q: 3 clusters Score -2.437762e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -24377792.000000 Penalty: 6011.740234
	Iteration 30Q: 3 clusters Score -2.437779e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -24378000.000000 Penalty: 6011.740234
	Iteration 31Q: 3 clusters Score -2.4378e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -24378108.000000 Penalty: 6011.740234
	Iteration 32Q: 3 clusters Score -2.437811e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120815 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -24378266.000000 Penalty: 6011.740234
	Iteration 33Q: 3 clusters Score -2.437827e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -24378442.000000 Penalty: 6011.740234
	Iteration 34Q: 3 clusters Score -2.437844e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -24378540.000000 Penalty: 6011.740234
	Iteration 35Q: 3 clusters Score -2.437854e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124436 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -24378622.000000 Penalty: 6011.740234
	Iteration 36Q: 3 clusters Score -2.437862e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -24378750.000000 Penalty: 6011.740234
	Iteration 37Q: 3 clusters Score -2.437875e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -24378840.000000 Penalty: 6011.740234
	Iteration 38Q: 3 clusters Score -2.437884e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128043 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -24378986.000000 Penalty: 6011.740234
	Iteration 39Q: 3 clusters Score -2.437899e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -24379164.000000 Penalty: 6011.740234
	Iteration 40F: 3 clusters Score -2.437916e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -24379226.000000 Penalty: 6011.740234
	Iteration 41Q: 3 clusters Score -2.437923e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -24379330.000000 Penalty: 6011.740234
	Iteration 42Q: 3 clusters Score -2.437933e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -24379572.000000 Penalty: 6011.740234
	Iteration 43Q: 3 clusters Score -2.437957e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134167 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -24379698.000000 Penalty: 6011.740234
	Iteration 44Q: 3 clusters Score -2.43797e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135353 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -24379910.000000 Penalty: 6011.740234
	Iteration 45Q: 3 clusters Score -2.437991e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136551 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -24380136.000000 Penalty: 6011.740234
	Iteration 46Q: 3 clusters Score -2.438014e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -24380226.000000 Penalty: 6011.740234
	Iteration 47Q: 3 clusters Score -2.438023e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139155 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -24380490.000000 Penalty: 6011.740234
	Iteration 48Q: 3 clusters Score -2.438049e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -24380662.000000 Penalty: 6011.740234
	Iteration 49Q: 3 clusters Score -2.438066e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -24380942.000000 Penalty: 6011.740234
	Iteration 50Q: 3 clusters Score -2.438094e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143530 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -24381164.000000 Penalty: 6011.740234
	Iteration 51Q: 3 clusters Score -2.438116e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -24381428.000000 Penalty: 6011.740234
	Iteration 52Q: 3 clusters Score -2.438143e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -24381762.000000 Penalty: 6011.740234
	Iteration 53Q: 3 clusters Score -2.438176e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148288 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -24382010.000000 Penalty: 6011.740234
	Iteration 54Q: 3 clusters Score -2.438201e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -24382290.000000 Penalty: 6011.740234
	Iteration 55Q: 3 clusters Score -2.438229e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -24382444.000000 Penalty: 6011.740234
	Iteration 56Q: 3 clusters Score -2.438244e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153368 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -24382712.000000 Penalty: 6011.740234
	Iteration 57Q: 3 clusters Score -2.438271e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -24383148.000000 Penalty: 6011.740234
	Iteration 58Q: 3 clusters Score -2.438315e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -24383470.000000 Penalty: 6011.740234
	Iteration 59Q: 3 clusters Score -2.438347e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158671 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -24383764.000000 Penalty: 6011.740234
	Iteration 60F: 3 clusters Score -2.438376e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -24384136.000000 Penalty: 6011.740234
	Iteration 61Q: 3 clusters Score -2.438414e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -24384526.000000 Penalty: 6011.740234
	Iteration 62Q: 3 clusters Score -2.438453e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -24384798.000000 Penalty: 6011.740234
	Iteration 63Q: 3 clusters Score -2.43848e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -24385152.000000 Penalty: 6011.740234
	Iteration 64Q: 3 clusters Score -2.438515e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -24385606.000000 Penalty: 6011.740234
	Iteration 65Q: 3 clusters Score -2.438561e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -24385960.000000 Penalty: 6011.740234
	Iteration 66Q: 3 clusters Score -2.438596e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -24386372.000000 Penalty: 6011.740234
	Iteration 67Q: 3 clusters Score -2.438637e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -24386648.000000 Penalty: 6011.740234
	Iteration 68Q: 3 clusters Score -2.438665e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172126 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -24386956.000000 Penalty: 6011.740234
	Iteration 69Q: 3 clusters Score -2.438696e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -24387212.000000 Penalty: 6011.740234
	Iteration 70Q: 3 clusters Score -2.438721e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -24387622.000000 Penalty: 6011.740234
	Iteration 71Q: 3 clusters Score -2.438762e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -24387940.000000 Penalty: 6011.740234
	Iteration 72Q: 3 clusters Score -2.438794e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -24388214.000000 Penalty: 6011.740234
	Iteration 73Q: 3 clusters Score -2.438821e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -24388448.000000 Penalty: 6011.740234
	Iteration 74Q: 3 clusters Score -2.438845e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -24388546.000000 Penalty: 6011.740234
	Iteration 75Q: 3 clusters Score -2.438855e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178057 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -24388652.000000 Penalty: 6011.740234
	Iteration 76Q: 3 clusters Score -2.438865e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -24388822.000000 Penalty: 6011.740234
	Iteration 77Q: 3 clusters Score -2.438882e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -24389020.000000 Penalty: 6011.740234
	Iteration 78Q: 3 clusters Score -2.438902e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -24389066.000000 Penalty: 6011.740234
	Iteration 79Q: 3 clusters Score -2.438907e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -24389162.000000 Penalty: 6011.740234
	Iteration 80F: 3 clusters Score -2.438916e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180227 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -24389286.000000 Penalty: 6011.740234
	Iteration 81Q: 3 clusters Score -2.438929e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -24389378.000000 Penalty: 6011.740234
	Iteration 82Q: 3 clusters Score -2.438938e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -24389420.000000 Penalty: 6011.740234
	Iteration 83Q: 3 clusters Score -2.438942e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180903 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -24389530.000000 Penalty: 6011.740234
	Iteration 84Q: 3 clusters Score -2.438953e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -24389570.000000 Penalty: 6011.740234
	Iteration 85Q: 3 clusters Score -2.438957e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181207 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -24389596.000000 Penalty: 6011.740234
	Iteration 86Q: 3 clusters Score -2.43896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24389622.000000 Penalty: 6011.740234
	Iteration 87Q: 3 clusters Score -2.438962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -24389624.000000 Penalty: 6011.740234
	Iteration 88Q: 3 clusters Score -2.438962e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181509 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -24389662.000000 Penalty: 6011.740234
	Iteration 89Q: 3 clusters Score -2.438966e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -24389654.000000 Penalty: 6011.740234
	Iteration 90Q: 3 clusters Score -2.438965e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24389682.000000 Penalty: 6011.740234
	Iteration 91Q: 3 clusters Score -2.438968e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181717 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -24389702.000000 Penalty: 6011.740234
	Iteration 92Q: 3 clusters Score -2.43897e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24389708.000000 Penalty: 6011.740234
	Iteration 93Q: 3 clusters Score -2.438971e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24389682.000000 Penalty: 6011.740234
	Iteration 94Q: 3 clusters Score -2.438968e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181852 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -24389698.000000 Penalty: 6011.740234
	Iteration 95Q: 3 clusters Score -2.43897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -24389692.000000 Penalty: 6011.740234
	Iteration 96Q: 3 clusters Score -2.438969e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -24389732.000000 Penalty: 6011.740234
	Iteration 97Q: 3 clusters Score -2.438973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -24389742.000000 Penalty: 6011.740234
	Iteration 98Q: 3 clusters Score -2.438974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24389766.000000 Penalty: 6011.740234
	Iteration 99Q: 3 clusters Score -2.438977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -24389774.000000 Penalty: 6011.740234
	Iteration 100F: 3 clusters Score -2.438977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -24389788.000000 Penalty: 6011.740234
	Iteration 101Q: 3 clusters Score -2.438979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182062 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24389796.000000 Penalty: 6011.740234
	Iteration 102Q: 3 clusters Score -2.43898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182074 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24389800.000000 Penalty: 6011.740234
	Iteration 103Q: 3 clusters Score -2.43898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24389800.000000 Penalty: 6011.740234
	Iteration 104Q: 3 clusters Score -2.43898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182082 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -24389822.000000 Penalty: 6011.740234
	Iteration 105Q: 3 clusters Score -2.438982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182086 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -24389826.000000 Penalty: 6011.740234
	Iteration 106Q: 3 clusters Score -2.438983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182090 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -24389824.000000 Penalty: 6011.740234
	Iteration 107Q: 3 clusters Score -2.438982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -24389818.000000 Penalty: 6011.740234
	Iteration 108Q: 3 clusters Score -2.438982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -24389820.000000 Penalty: 6011.740234
	Iteration 109Q: 3 clusters Score -2.438982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182113 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -24389838.000000 Penalty: 6011.740234
	Iteration 110Q: 3 clusters Score -2.438984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182115 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -24389824.000000 Penalty: 6011.740234
	Iteration 111Q: 3 clusters Score -2.438982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -24389832.000000 Penalty: 6011.740234
	Iteration 112Q: 3 clusters Score -2.438983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -24389832.000000 Penalty: 6011.740234
	Iteration 113F: 3 clusters Score -2.438983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -15232.806641 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -15232.81 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 73 members 
Entering Unmasked Estep 
Score: -14246.357422 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -14246.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14293.366211 Penalty: 2481.957275
	Iteration 1Q: 3 clusters Score -14293.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14301.485352 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -14301.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14307.138672 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -14307.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14307.138672 Penalty: 2481.957275
	Iteration 4F: 3 clusters Score -14307.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Entering Unmasked Estep 
Score: -16064691.000000 Penalty: 2900.470947
	Iteration 0F: 2 clusters Score -1.606469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -15984624.000000 Penalty: 5800.941895
	Iteration 0F: 3 clusters Score -1.598462e+07 nChanged 57178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -16017761.000000 Penalty: 5800.941895
	Iteration 1F: 3 clusters Score -1.601776e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -16018600.000000 Penalty: 5800.941895
	Iteration 2Q: 3 clusters Score -1.60186e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -16019438.000000 Penalty: 5800.941895
	Iteration 3Q: 3 clusters Score -1.601944e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -16020381.000000 Penalty: 5800.941895
	Iteration 4Q: 3 clusters Score -1.602038e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -16021675.000000 Penalty: 5800.941895
	Iteration 5Q: 3 clusters Score -1.602168e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -16023494.000000 Penalty: 5800.941895
	Iteration 6Q: 3 clusters Score -1.602349e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -16025939.000000 Penalty: 5800.941895
	Iteration 7Q: 3 clusters Score -1.602594e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -16029407.000000 Penalty: 5800.941895
	Iteration 8F: 3 clusters Score -1.602941e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -16034571.000000 Penalty: 5800.941895
	Iteration 9F: 3 clusters Score -1.603457e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -16041459.000000 Penalty: 5800.941895
	Iteration 10F: 3 clusters Score -1.604146e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -16047917.000000 Penalty: 5800.941895
	Iteration 11F: 3 clusters Score -1.604792e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -16051177.000000 Penalty: 5800.941895
	Iteration 12Q: 3 clusters Score -1.605118e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -16052621.000000 Penalty: 5800.941895
	Iteration 13Q: 3 clusters Score -1.605262e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -16053338.000000 Penalty: 5800.941895
	Iteration 14Q: 3 clusters Score -1.605334e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -16053911.000000 Penalty: 5800.941895
	Iteration 15Q: 3 clusters Score -1.605391e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -16054455.000000 Penalty: 5800.941895
	Iteration 16Q: 3 clusters Score -1.605446e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -16054964.000000 Penalty: 5800.941895
	Iteration 17Q: 3 clusters Score -1.605496e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -16055427.000000 Penalty: 5800.941895
	Iteration 18Q: 3 clusters Score -1.605543e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -16055800.000000 Penalty: 5800.941895
	Iteration 19Q: 3 clusters Score -1.60558e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -16056205.000000 Penalty: 5800.941895
	Iteration 20F: 3 clusters Score -1.60562e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -16056572.000000 Penalty: 5800.941895
	Iteration 21Q: 3 clusters Score -1.605657e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -16057039.000000 Penalty: 5800.941895
	Iteration 22Q: 3 clusters Score -1.605704e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -16057461.000000 Penalty: 5800.941895
	Iteration 23Q: 3 clusters Score -1.605746e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 102207 members 
Entering Unmasked Estep 
Score: -16057928.000000 Penalty: 5800.941895
	Iteration 24Q: 3 clusters Score -1.605793e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -16058236.000000 Penalty: 5800.941895
	Iteration 25Q: 3 clusters Score -1.605824e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 104685 members 
Entering Unmasked Estep 
Score: -16058677.000000 Penalty: 5800.941895
	Iteration 26Q: 3 clusters Score -1.605868e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -16059050.000000 Penalty: 5800.941895
	Iteration 27Q: 3 clusters Score -1.605905e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -16059350.000000 Penalty: 5800.941895
	Iteration 28Q: 3 clusters Score -1.605935e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -16059750.000000 Penalty: 5800.941895
	Iteration 29Q: 3 clusters Score -1.605975e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -16060098.000000 Penalty: 5800.941895
	Iteration 30Q: 3 clusters Score -1.60601e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -16060429.000000 Penalty: 5800.941895
	Iteration 31Q: 3 clusters Score -1.606043e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -16060738.000000 Penalty: 5800.941895
	Iteration 32Q: 3 clusters Score -1.606074e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 111463 members 
Entering Unmasked Estep 
Score: -16060953.000000 Penalty: 5800.941895
	Iteration 33Q: 3 clusters Score -1.606095e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -16061177.000000 Penalty: 5800.941895
	Iteration 34Q: 3 clusters Score -1.606118e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 112770 members 
Entering Unmasked Estep 
Score: -16061280.000000 Penalty: 5800.941895
	Iteration 35Q: 3 clusters Score -1.606128e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -16061459.000000 Penalty: 5800.941895
	Iteration 36Q: 3 clusters Score -1.606146e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -16061598.000000 Penalty: 5800.941895
	Iteration 37Q: 3 clusters Score -1.60616e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -16061765.000000 Penalty: 5800.941895
	Iteration 38Q: 3 clusters Score -1.606176e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -16061884.000000 Penalty: 5800.941895
	Iteration 39Q: 3 clusters Score -1.606188e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -16061910.000000 Penalty: 5800.941895
	Iteration 40F: 3 clusters Score -1.606191e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -16062046.000000 Penalty: 5800.941895
	Iteration 41Q: 3 clusters Score -1.606205e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -16062145.000000 Penalty: 5800.941895
	Iteration 42Q: 3 clusters Score -1.606214e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -16062185.000000 Penalty: 5800.941895
	Iteration 43Q: 3 clusters Score -1.606218e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -16062231.000000 Penalty: 5800.941895
	Iteration 44Q: 3 clusters Score -1.606223e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 116366 members 
Entering Unmasked Estep 
Score: -16062303.000000 Penalty: 5800.941895
	Iteration 45Q: 3 clusters Score -1.60623e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -16062362.000000 Penalty: 5800.941895
	Iteration 46Q: 3 clusters Score -1.606236e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -16062356.000000 Penalty: 5800.941895
	Iteration 47Q: 3 clusters Score -1.606236e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 116848 members 
Entering Unmasked Estep 
Score: -16062371.000000 Penalty: 5800.941895
	Iteration 48Q: 3 clusters Score -1.606237e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 116973 members 
Entering Unmasked Estep 
Score: -16062377.000000 Penalty: 5800.941895
	Iteration 49Q: 3 clusters Score -1.606238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -16062377.000000 Penalty: 5800.941895
	Iteration 50Q: 3 clusters Score -1.606238e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -16062408.000000 Penalty: 5800.941895
	Iteration 51Q: 3 clusters Score -1.606241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -16062428.000000 Penalty: 5800.941895
	Iteration 52Q: 3 clusters Score -1.606243e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -16062456.000000 Penalty: 5800.941895
	Iteration 53Q: 3 clusters Score -1.606246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -16062483.000000 Penalty: 5800.941895
	Iteration 54Q: 3 clusters Score -1.606248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -16062484.000000 Penalty: 5800.941895
	Iteration 55Q: 3 clusters Score -1.606248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -16062483.000000 Penalty: 5800.941895
	Iteration 56Q: 3 clusters Score -1.606248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -16062511.000000 Penalty: 5800.941895
	Iteration 57Q: 3 clusters Score -1.606251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -16062521.000000 Penalty: 5800.941895
	Iteration 58Q: 3 clusters Score -1.606252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -16062509.000000 Penalty: 5800.941895
	Iteration 59Q: 3 clusters Score -1.606251e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -16062498.000000 Penalty: 5800.941895
	Iteration 60F: 3 clusters Score -1.60625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -16062482.000000 Penalty: 5800.941895
	Iteration 61Q: 3 clusters Score -1.606248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -16062504.000000 Penalty: 5800.941895
	Iteration 62Q: 3 clusters Score -1.60625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -16062498.000000 Penalty: 5800.941895
	Iteration 63Q: 3 clusters Score -1.60625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -16062500.000000 Penalty: 5800.941895
	Iteration 64Q: 3 clusters Score -1.60625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -16062507.000000 Penalty: 5800.941895
	Iteration 65Q: 3 clusters Score -1.606251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -16062504.000000 Penalty: 5800.941895
	Iteration 66Q: 3 clusters Score -1.60625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -16062495.000000 Penalty: 5800.941895
	Iteration 67Q: 3 clusters Score -1.60625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 117812 members 
Entering Unmasked Estep 
Score: -16062512.000000 Penalty: 5800.941895
	Iteration 68Q: 3 clusters Score -1.606251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -16062514.000000 Penalty: 5800.941895
	Iteration 69Q: 3 clusters Score -1.606251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -16062514.000000 Penalty: 5800.941895
	Iteration 70Q: 3 clusters Score -1.606251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -16062510.000000 Penalty: 5800.941895
	Iteration 71Q: 3 clusters Score -1.606251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -16062522.000000 Penalty: 5800.941895
	Iteration 72Q: 3 clusters Score -1.606252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -16062517.000000 Penalty: 5800.941895
	Iteration 73Q: 3 clusters Score -1.606252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -16062513.000000 Penalty: 5800.941895
	Iteration 74Q: 3 clusters Score -1.606251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 117889 members 
Entering Unmasked Estep 
Score: -16062542.000000 Penalty: 5800.941895
	Iteration 75Q: 3 clusters Score -1.606254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -16062534.000000 Penalty: 5800.941895
	Iteration 76Q: 3 clusters Score -1.606253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 117898 members 
Entering Unmasked Estep 
Score: -16062525.000000 Penalty: 5800.941895
	Iteration 77Q: 3 clusters Score -1.606252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 117901 members 
Entering Unmasked Estep 
Score: -16062514.000000 Penalty: 5800.941895
	Iteration 78Q: 3 clusters Score -1.606251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -16062512.000000 Penalty: 5800.941895
	Iteration 79Q: 3 clusters Score -1.606251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -16062527.000000 Penalty: 5800.941895
	Iteration 80F: 3 clusters Score -1.606253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Entering Unmasked Estep 
Score: -5633497.000000 Penalty: 2639.906006
	Iteration 0F: 2 clusters Score -5633497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5605095.000000 Penalty: 5279.812012
	Iteration 0F: 3 clusters Score -5605095 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5615421.000000 Penalty: 5279.812012
	Iteration 1F: 3 clusters Score -5615421 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5615890.000000 Penalty: 5279.812012
	Iteration 2Q: 3 clusters Score -5615890 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5616291.000000 Penalty: 5279.812012
	Iteration 3Q: 3 clusters Score -5616291 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5616616.000000 Penalty: 5279.812012
	Iteration 4Q: 3 clusters Score -5616616 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5616955.000000 Penalty: 5279.812012
	Iteration 5Q: 3 clusters Score -5616955 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5617317.000000 Penalty: 5279.812012
	Iteration 6Q: 3 clusters Score -5617317 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5617722.000000 Penalty: 5279.812012
	Iteration 7Q: 3 clusters Score -5617722 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5618144.500000 Penalty: 5279.812012
	Iteration 8Q: 3 clusters Score -5618144 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5618611.500000 Penalty: 5279.812012
	Iteration 9Q: 3 clusters Score -5618612 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5619180.000000 Penalty: 5279.812012
	Iteration 10Q: 3 clusters Score -5619180 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5619925.000000 Penalty: 5279.812012
	Iteration 11Q: 3 clusters Score -5619925 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5620930.500000 Penalty: 5279.812012
	Iteration 12Q: 3 clusters Score -5620930 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5622057.500000 Penalty: 5279.812012
	Iteration 13Q: 3 clusters Score -5622058 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5623415.500000 Penalty: 5279.812012
	Iteration 14Q: 3 clusters Score -5623416 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5624808.000000 Penalty: 5279.812012
	Iteration 15Q: 3 clusters Score -5624808 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5625991.500000 Penalty: 5279.812012
	Iteration 16Q: 3 clusters Score -5625992 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -5627027.500000 Penalty: 5279.812012
	Iteration 17Q: 3 clusters Score -5627028 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -5627855.000000 Penalty: 5279.812012
	Iteration 18Q: 3 clusters Score -5627855 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5628550.500000 Penalty: 5279.812012
	Iteration 19Q: 3 clusters Score -5628550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5629235.000000 Penalty: 5279.812012
	Iteration 20F: 3 clusters Score -5629235 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -5629812.000000 Penalty: 5279.812012
	Iteration 21Q: 3 clusters Score -5629812 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5630304.000000 Penalty: 5279.812012
	Iteration 22Q: 3 clusters Score -5630304 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5630711.000000 Penalty: 5279.812012
	Iteration 23Q: 3 clusters Score -5630711 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5631070.500000 Penalty: 5279.812012
	Iteration 24Q: 3 clusters Score -5631070 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5631275.500000 Penalty: 5279.812012
	Iteration 25Q: 3 clusters Score -5631276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5631443.000000 Penalty: 5279.812012
	Iteration 26Q: 3 clusters Score -5631443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5631564.000000 Penalty: 5279.812012
	Iteration 27Q: 3 clusters Score -5631564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5631665.500000 Penalty: 5279.812012
	Iteration 28Q: 3 clusters Score -5631666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5631719.500000 Penalty: 5279.812012
	Iteration 29Q: 3 clusters Score -5631720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5631759.500000 Penalty: 5279.812012
	Iteration 30Q: 3 clusters Score -5631760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5631772.000000 Penalty: 5279.812012
	Iteration 31Q: 3 clusters Score -5631772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5631801.000000 Penalty: 5279.812012
	Iteration 32Q: 3 clusters Score -5631801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5631820.500000 Penalty: 5279.812012
	Iteration 33Q: 3 clusters Score -5631820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5631821.000000 Penalty: 5279.812012
	Iteration 34Q: 3 clusters Score -5631821 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5631844.500000 Penalty: 5279.812012
	Iteration 35Q: 3 clusters Score -5631844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5631861.000000 Penalty: 5279.812012
	Iteration 36Q: 3 clusters Score -5631861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5631879.000000 Penalty: 5279.812012
	Iteration 37Q: 3 clusters Score -5631879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5631895.500000 Penalty: 5279.812012
	Iteration 38Q: 3 clusters Score -5631896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5631904.000000 Penalty: 5279.812012
	Iteration 39Q: 3 clusters Score -5631904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5631915.000000 Penalty: 5279.812012
	Iteration 40F: 3 clusters Score -5631915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5631927.000000 Penalty: 5279.812012
	Iteration 41Q: 3 clusters Score -5631927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5631939.000000 Penalty: 5279.812012
	Iteration 42Q: 3 clusters Score -5631939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5631949.500000 Penalty: 5279.812012
	Iteration 43Q: 3 clusters Score -5631950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5631951.500000 Penalty: 5279.812012
	Iteration 44Q: 3 clusters Score -5631952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5631960.500000 Penalty: 5279.812012
	Iteration 45Q: 3 clusters Score -5631960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5631976.000000 Penalty: 5279.812012
	Iteration 46Q: 3 clusters Score -5631976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5631982.000000 Penalty: 5279.812012
	Iteration 47Q: 3 clusters Score -5631982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5631979.500000 Penalty: 5279.812012
	Iteration 48Q: 3 clusters Score -5631980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5631998.000000 Penalty: 5279.812012
	Iteration 49Q: 3 clusters Score -5631998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5632002.500000 Penalty: 5279.812012
	Iteration 50Q: 3 clusters Score -5632002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5632008.000000 Penalty: 5279.812012
	Iteration 51Q: 3 clusters Score -5632008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5632016.500000 Penalty: 5279.812012
	Iteration 52Q: 3 clusters Score -5632016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5632010.500000 Penalty: 5279.812012
	Iteration 53Q: 3 clusters Score -5632010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5632022.000000 Penalty: 5279.812012
	Iteration 54Q: 3 clusters Score -5632022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5632022.000000 Penalty: 5279.812012
	Iteration 55Q: 3 clusters Score -5632022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5632022.000000 Penalty: 5279.812012
	Iteration 56Q: 3 clusters Score -5632022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5632028.000000 Penalty: 5279.812012
	Iteration 57Q: 3 clusters Score -5632028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5632031.000000 Penalty: 5279.812012
	Iteration 58Q: 3 clusters Score -5632031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5632033.500000 Penalty: 5279.812012
	Iteration 59Q: 3 clusters Score -5632034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5632036.000000 Penalty: 5279.812012
	Iteration 60F: 3 clusters Score -5632036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5632040.500000 Penalty: 5279.812012
	Iteration 61Q: 3 clusters Score -5632040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5632039.000000 Penalty: 5279.812012
	Iteration 62Q: 3 clusters Score -5632039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5632033.500000 Penalty: 5279.812012
	Iteration 63Q: 3 clusters Score -5632034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5632033.500000 Penalty: 5279.812012
	Iteration 64Q: 3 clusters Score -5632034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5632032.000000 Penalty: 5279.812012
	Iteration 65Q: 3 clusters Score -5632032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5632032.000000 Penalty: 5279.812012
	Iteration 66F: 3 clusters Score -5632032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202973 members 
Entering Unmasked Estep 
Score: -26943812.000000 Penalty: 3030.765381
	Iteration 0F: 2 clusters Score -2.694381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -26817254.000000 Penalty: 6061.530762
	Iteration 0F: 3 clusters Score -2.681725e+07 nChanged 97797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -26874336.000000 Penalty: 6061.530762
	Iteration 1F: 3 clusters Score -2.687434e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -26874976.000000 Penalty: 6061.530762
	Iteration 2Q: 3 clusters Score -2.687498e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -26875750.000000 Penalty: 6061.530762
	Iteration 3Q: 3 clusters Score -2.687575e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -26877154.000000 Penalty: 6061.530762
	Iteration 4Q: 3 clusters Score -2.687715e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115379 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -26878996.000000 Penalty: 6061.530762
	Iteration 5Q: 3 clusters Score -2.6879e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -26882262.000000 Penalty: 6061.530762
	Iteration 6Q: 3 clusters Score -2.688226e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -26888362.000000 Penalty: 6061.530762
	Iteration 7F: 3 clusters Score -2.688836e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -26897616.000000 Penalty: 6061.530762
	Iteration 8F: 3 clusters Score -2.689762e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -26908638.000000 Penalty: 6061.530762
	Iteration 9F: 3 clusters Score -2.690864e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -26918552.000000 Penalty: 6061.530762
	Iteration 10F: 3 clusters Score -2.691855e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173195 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -26925028.000000 Penalty: 6061.530762
	Iteration 11Q: 3 clusters Score -2.692503e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -26928528.000000 Penalty: 6061.530762
	Iteration 12Q: 3 clusters Score -2.692853e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179708 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -26930142.000000 Penalty: 6061.530762
	Iteration 13Q: 3 clusters Score -2.693014e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -26931256.000000 Penalty: 6061.530762
	Iteration 14Q: 3 clusters Score -2.693126e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184504 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -26932060.000000 Penalty: 6061.530762
	Iteration 15Q: 3 clusters Score -2.693206e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186576 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -26933016.000000 Penalty: 6061.530762
	Iteration 16Q: 3 clusters Score -2.693302e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188492 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -26933738.000000 Penalty: 6061.530762
	Iteration 17Q: 3 clusters Score -2.693374e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190264 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -26934602.000000 Penalty: 6061.530762
	Iteration 18Q: 3 clusters Score -2.69346e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -26935426.000000 Penalty: 6061.530762
	Iteration 19Q: 3 clusters Score -2.693543e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193353 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -26936262.000000 Penalty: 6061.530762
	Iteration 20F: 3 clusters Score -2.693626e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194667 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -26936858.000000 Penalty: 6061.530762
	Iteration 21Q: 3 clusters Score -2.693686e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195802 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -26937364.000000 Penalty: 6061.530762
	Iteration 22Q: 3 clusters Score -2.693736e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196765 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -26937892.000000 Penalty: 6061.530762
	Iteration 23Q: 3 clusters Score -2.693789e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197570 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -26938340.000000 Penalty: 6061.530762
	Iteration 24Q: 3 clusters Score -2.693834e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198276 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -26938728.000000 Penalty: 6061.530762
	Iteration 25Q: 3 clusters Score -2.693873e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -26939172.000000 Penalty: 6061.530762
	Iteration 26Q: 3 clusters Score -2.693917e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199307 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -26939486.000000 Penalty: 6061.530762
	Iteration 27Q: 3 clusters Score -2.693949e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199712 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -26939746.000000 Penalty: 6061.530762
	Iteration 28Q: 3 clusters Score -2.693975e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200075 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -26939886.000000 Penalty: 6061.530762
	Iteration 29Q: 3 clusters Score -2.693989e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200371 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -26940066.000000 Penalty: 6061.530762
	Iteration 30Q: 3 clusters Score -2.694007e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200603 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -26940198.000000 Penalty: 6061.530762
	Iteration 31Q: 3 clusters Score -2.69402e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200822 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -26940366.000000 Penalty: 6061.530762
	Iteration 32Q: 3 clusters Score -2.694037e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200975 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -26940480.000000 Penalty: 6061.530762
	Iteration 33Q: 3 clusters Score -2.694048e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201107 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -26940588.000000 Penalty: 6061.530762
	Iteration 34Q: 3 clusters Score -2.694059e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201226 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -26940688.000000 Penalty: 6061.530762
	Iteration 35Q: 3 clusters Score -2.694069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201308 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26940710.000000 Penalty: 6061.530762
	Iteration 36Q: 3 clusters Score -2.694071e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26940720.000000 Penalty: 6061.530762
	Iteration 37Q: 3 clusters Score -2.694072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201405 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -26940748.000000 Penalty: 6061.530762
	Iteration 38Q: 3 clusters Score -2.694075e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201449 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26940778.000000 Penalty: 6061.530762
	Iteration 39Q: 3 clusters Score -2.694078e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201485 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -26940784.000000 Penalty: 6061.530762
	Iteration 40F: 3 clusters Score -2.694078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201514 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -26940786.000000 Penalty: 6061.530762
	Iteration 41Q: 3 clusters Score -2.694079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201535 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -26940814.000000 Penalty: 6061.530762
	Iteration 42Q: 3 clusters Score -2.694081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201553 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -26940804.000000 Penalty: 6061.530762
	Iteration 43Q: 3 clusters Score -2.69408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201573 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -26940828.000000 Penalty: 6061.530762
	Iteration 44Q: 3 clusters Score -2.694083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201588 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -26940824.000000 Penalty: 6061.530762
	Iteration 45Q: 3 clusters Score -2.694082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26940826.000000 Penalty: 6061.530762
	Iteration 46Q: 3 clusters Score -2.694083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201615 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -26940822.000000 Penalty: 6061.530762
	Iteration 47Q: 3 clusters Score -2.694082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201624 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -26940816.000000 Penalty: 6061.530762
	Iteration 48Q: 3 clusters Score -2.694082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201634 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -26940834.000000 Penalty: 6061.530762
	Iteration 49Q: 3 clusters Score -2.694083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -26940860.000000 Penalty: 6061.530762
	Iteration 50Q: 3 clusters Score -2.694086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201651 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -26940866.000000 Penalty: 6061.530762
	Iteration 51Q: 3 clusters Score -2.694087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201657 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -26940880.000000 Penalty: 6061.530762
	Iteration 52Q: 3 clusters Score -2.694088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201668 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -26940892.000000 Penalty: 6061.530762
	Iteration 53Q: 3 clusters Score -2.694089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201679 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26940904.000000 Penalty: 6061.530762
	Iteration 54Q: 3 clusters Score -2.69409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201685 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -26940894.000000 Penalty: 6061.530762
	Iteration 55Q: 3 clusters Score -2.694089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26940902.000000 Penalty: 6061.530762
	Iteration 56Q: 3 clusters Score -2.69409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -26940912.000000 Penalty: 6061.530762
	Iteration 57Q: 3 clusters Score -2.694091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201703 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -26940910.000000 Penalty: 6061.530762
	Iteration 58Q: 3 clusters Score -2.694091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201704 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -26940912.000000 Penalty: 6061.530762
	Iteration 59Q: 3 clusters Score -2.694091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201705 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26940916.000000 Penalty: 6061.530762
	Iteration 60F: 3 clusters Score -2.694092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -182646.031250 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -182646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180425.156250 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -180425.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180788.984375 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -180789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180874.250000 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -180874.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180909.265625 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -180909.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180932.687500 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -180932.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180945.906250 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -180945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180957.375000 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -180957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -180966.343750 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -180966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180972.125000 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -180972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -180978.109375 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -180978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180982.890625 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -180982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -180986.390625 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -180986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180989.687500 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -180989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -180990.890625 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -180990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180992.859375 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -180992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180993.500000 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -180993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180994.468750 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -180994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180994.468750 Penalty: 3589.581299
	Iteration 17F: 3 clusters Score -180994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183587 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279552.000000 Penalty: 72127.992188
Iteration 479Q: 22 clusters Score -1.352796e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183589 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279552.000000 Penalty: 72127.992188
Iteration 480F: 22 clusters Score -1.352796e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161223 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68448 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27392 members 
Mstep: Class 16 contains 183590 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41972 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279504.000000 Penalty: 72127.992188
Iteration 481Q: 22 clusters Score -1.352795e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161221 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39444 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68448 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27390 members 
Mstep: Class 16 contains 183592 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41972 members 
Mstep: Class 22 contains 202973 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279536.000000 Penalty: 72127.992188
Iteration 482Q: 22 clusters Score -1.352795e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161219 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27389 members 
Mstep: Class 16 contains 183593 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120026 members 
Mstep: Class 21 contains 41972 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 483Q: 22 clusters Score -1.352796e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161218 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68448 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27390 members 
Mstep: Class 16 contains 183597 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41971 members 
Mstep: Class 22 contains 202972 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279584.000000 Penalty: 72127.992188
Iteration 484Q: 22 clusters Score -1.352796e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68447 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 46201 members 
Mstep: Class 15 contains 27389 members 
Mstep: Class 16 contains 183600 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41970 members 
Mstep: Class 22 contains 202974 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279568.000000 Penalty: 72127.992188
Iteration 485Q: 22 clusters Score -1.352796e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 68445 members 
Mstep: Class 13 contains 48424 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27388 members 
Mstep: Class 16 contains 183596 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120027 members 
Mstep: Class 21 contains 41973 members 
Mstep: Class 22 contains 202977 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279568.000000 Penalty: 72127.992188
Iteration 486Q: 22 clusters Score -1.352796e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161213 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68446 members 
Mstep: Class 13 contains 48423 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27387 members 
Mstep: Class 16 contains 183595 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120026 members 
Mstep: Class 21 contains 41972 members 
Mstep: Class 22 contains 202981 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279616.000000 Penalty: 72127.992188
Iteration 487Q: 22 clusters Score -1.352796e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68446 members 
Mstep: Class 13 contains 48420 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27385 members 
Mstep: Class 16 contains 183600 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41970 members 
Mstep: Class 22 contains 202983 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 488Q: 22 clusters Score -1.352796e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68449 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27383 members 
Mstep: Class 16 contains 183602 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41968 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 489Q: 22 clusters Score -1.352796e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30672 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161214 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39446 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68450 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27380 members 
Mstep: Class 16 contains 183606 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41967 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279664.000000 Penalty: 72127.992188
Iteration 490Q: 22 clusters Score -1.352797e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30673 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161212 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32793 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68450 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27377 members 
Mstep: Class 16 contains 183613 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41965 members 
Mstep: Class 22 contains 202986 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 491Q: 22 clusters Score -1.352796e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30677 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161211 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32787 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68451 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27376 members 
Mstep: Class 16 contains 183616 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41964 members 
Mstep: Class 22 contains 202987 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 492Q: 22 clusters Score -1.352796e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30680 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161208 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32783 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68453 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183619 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120025 members 
Mstep: Class 21 contains 41963 members 
Mstep: Class 22 contains 202988 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279600.000000 Penalty: 72127.992188
Iteration 493Q: 22 clusters Score -1.352796e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30683 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161206 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32780 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68457 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46203 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183623 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41962 members 
Mstep: Class 22 contains 202984 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279632.000000 Penalty: 72127.992188
Iteration 494Q: 22 clusters Score -1.352796e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161205 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32779 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183629 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120023 members 
Mstep: Class 21 contains 41961 members 
Mstep: Class 22 contains 202981 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279552.000000 Penalty: 72127.992188
Iteration 495Q: 22 clusters Score -1.352796e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161202 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32778 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183641 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120022 members 
Mstep: Class 21 contains 41957 members 
Mstep: Class 22 contains 202978 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279536.000000 Penalty: 72127.992188
Iteration 496Q: 22 clusters Score -1.352795e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161202 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32776 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68458 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183643 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120023 members 
Mstep: Class 21 contains 41955 members 
Mstep: Class 22 contains 202979 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279552.000000 Penalty: 72127.992188
Iteration 497Q: 22 clusters Score -1.352796e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30685 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161199 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32774 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68460 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183648 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41952 members 
Mstep: Class 22 contains 202978 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279552.000000 Penalty: 72127.992188
Iteration 498Q: 22 clusters Score -1.352796e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30687 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161197 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32775 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46202 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183654 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41950 members 
Mstep: Class 22 contains 202974 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279632.000000 Penalty: 72127.992188
Iteration 499Q: 22 clusters Score -1.352796e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22067 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 30687 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 161198 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 32774 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 39445 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 68455 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 46204 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 183656 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 20 contains 120024 members 
Mstep: Class 21 contains 41949 members 
Mstep: Class 22 contains 202975 members 
Mstep: Class 23 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135279536.000000 Penalty: 72127.992188
Iteration 500F: 22 clusters Score -1.352795e+08 nChanged 4
Maximum iterations exceeded
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -400742720.000000 Penalty: 77849.562500
24->22 Clusters: Score -400742720.000000, best is -401206560.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1034533 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 43003 members 
Mstep: Class 4 contains 43392 members 
Mstep: Class 5 contains 43214 members 
Mstep: Class 6 contains 42891 members 
Mstep: Class 7 contains 43146 members 
Mstep: Class 8 contains 43043 members 
Mstep: Class 9 contains 42848 members 
Mstep: Class 10 contains 42957 members 
Mstep: Class 11 contains 43313 members 
Mstep: Class 12 contains 43148 members 
Mstep: Class 13 contains 43095 members 
Mstep: Class 14 contains 43011 members 
Mstep: Class 15 contains 43113 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 43108 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 43150 members 
Mstep: Class 20 contains 43403 members 
Mstep: Class 21 contains 42860 members 
Mstep: Class 22 contains 43249 members 
Mstep: Class 23 contains 43096 members 
Mstep: Class 24 contains 43196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 274.652527 but Gain 3434.671875
Score: -130752576.000000 Penalty: 78997.320312
Iteration 0F: 24 clusters Score -1.307526e+08 nChanged 987571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2210 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 69931 members 
Mstep: Class 3 contains 99154 members 
Mstep: Class 4 contains 54203 members 
Mstep: Class 6 contains 20653 members 
Mstep: Class 7 contains 53672 members 
Mstep: Class 8 contains 47799 members 
Mstep: Class 9 contains 80588 members 
Mstep: Class 10 contains 17518 members 
Mstep: Class 11 contains 15094 members 
Mstep: Class 12 contains 15073 members 
Mstep: Class 13 contains 58896 members 
Mstep: Class 14 contains 17319 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 104261 members 
Mstep: Class 18 contains 20904 members 
Mstep: Class 19 contains 45749 members 
Mstep: Class 20 contains 37935 members 
Mstep: Class 21 contains 14425 members 
Mstep: Class 22 contains 188223 members 
Mstep: Class 23 contains 12698 members 
Mstep: Class 24 contains 7726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -133681832.000000 Penalty: 78997.320312
Iteration 1F: 24 clusters Score -1.336818e+08 nChanged 330331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2213 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 78725 members 
Mstep: Class 3 contains 127584 members 
Mstep: Class 4 contains 37862 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 44131 members 
Mstep: Class 8 contains 34690 members 
Mstep: Class 9 contains 85937 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 65713 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 4451 members 
Mstep: Class 17 contains 125106 members 
Mstep: Class 18 contains 16576 members 
Mstep: Class 19 contains 32209 members 
Mstep: Class 20 contains 31115 members 
Mstep: Class 21 contains 11021 members 
Mstep: Class 22 contains 241148 members 
Mstep: Class 23 contains 8623 members 
Mstep: Class 24 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2871.380127 but Gain 3434.664062
Score: -134115920.000000 Penalty: 75562.656250
Iteration 2F: 23 clusters Score -1.341159e+08 nChanged 242421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1415 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 76805 members 
Mstep: Class 3 contains 143959 members 
Mstep: Class 4 contains 24746 members 
Mstep: Class 6 contains 10450 members 
Mstep: Class 7 contains 44915 members 
Mstep: Class 8 contains 33500 members 
Mstep: Class 9 contains 92390 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 8766 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 65072 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 155854 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 21207 members 
Mstep: Class 21 contains 7366 members 
Mstep: Class 22 contains 261801 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2158.347412 but Gain 3434.664062
Score: -134463904.000000 Penalty: 72127.992188
Iteration 3F: 22 clusters Score -1.344639e+08 nChanged 203061
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 70999 members 
Mstep: Class 3 contains 154070 members 
Mstep: Class 4 contains 15050 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 49009 members 
Mstep: Class 8 contains 35951 members 
Mstep: Class 9 contains 101608 members 
Mstep: Class 10 contains 8183 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 13 contains 62261 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 190894 members 
Mstep: Class 18 contains 8829 members 
Mstep: Class 19 contains 25080 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 4888 members 
Mstep: Class 22 contains 257692 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -134670720.000000 Penalty: 72127.992188
Iteration 4F: 22 clusters Score -1.346707e+08 nChanged 162957
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 65267 members 
Mstep: Class 3 contains 158579 members 
Mstep: Class 4 contains 9170 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 37795 members 
Mstep: Class 9 contains 116182 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 7577 members 
Mstep: Class 13 contains 60256 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 220992 members 
Mstep: Class 18 contains 7184 members 
Mstep: Class 19 contains 23590 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 238648 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2743.338379 but Gain 3434.664062
Score: -134771040.000000 Penalty: 68693.328125
Iteration 5F: 21 clusters Score -1.34771e+08 nChanged 144733
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 60259 members 
Mstep: Class 3 contains 161998 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 52455 members 
Mstep: Class 8 contains 39065 members 
Mstep: Class 9 contains 137264 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 13 contains 60111 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 240161 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 21620 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 2740 members 
Mstep: Class 22 contains 216855 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2300.795654 but Gain 3434.667969
Score: -134859264.000000 Penalty: 65258.660156
Iteration 6F: 20 clusters Score -1.348593e+08 nChanged 125621
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 55523 members 
Mstep: Class 3 contains 165053 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 7 contains 52648 members 
Mstep: Class 8 contains 39056 members 
Mstep: Class 9 contains 164902 members 
Mstep: Class 10 contains 3138 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 13 contains 62124 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 16 contains 1013 members 
Mstep: Class 17 contains 239990 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 18894 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 200874 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2038.990479 but Gain 3434.667969
Score: -134936224.000000 Penalty: 61823.992188
Iteration 7F: 19 clusters Score -1.349362e+08 nChanged 107510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 51492 members 
Mstep: Class 3 contains 167330 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 7 contains 52541 members 
Mstep: Class 8 contains 38400 members 
Mstep: Class 9 contains 197439 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 13 contains 65679 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 16 contains 995 members 
Mstep: Class 17 contains 224951 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 15767 members 
Mstep: Class 20 contains 2361 members 
Mstep: Class 22 contains 190790 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2017.164185 but Gain 3434.667969
Score: -135001696.000000 Penalty: 58389.324219
Iteration 8F: 18 clusters Score -1.350017e+08 nChanged 94726
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 48799 members 
Mstep: Class 3 contains 167056 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 7 contains 52652 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 234486 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 8417 members 
Mstep: Class 13 contains 69782 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 204338 members 
Mstep: Class 18 contains 4492 members 
Mstep: Class 19 contains 12853 members 
Mstep: Class 22 contains 180498 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2273.058350 but Gain 3434.664062
Score: -135045648.000000 Penalty: 54954.660156
Iteration 9F: 17 clusters Score -1.350456e+08 nChanged 83637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 47580 members 
Mstep: Class 3 contains 165544 members 
Mstep: Class 7 contains 53223 members 
Mstep: Class 8 contains 35754 members 
Mstep: Class 9 contains 269543 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 13 contains 73796 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 16 contains 1014 members 
Mstep: Class 17 contains 184263 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 22 contains 168332 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 3386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2167.674316 but Gain 3434.667969
Score: -135073904.000000 Penalty: 51519.992188
Iteration 10F: 16 clusters Score -1.350739e+08 nChanged 74082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 47300 members 
Mstep: Class 3 contains 162991 members 
Mstep: Class 7 contains 55140 members 
Mstep: Class 8 contains 34476 members 
Mstep: Class 9 contains 293933 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 13 contains 76832 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 16 contains 1028 members 
Mstep: Class 17 contains 170557 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 8779 members 
Mstep: Class 22 contains 159003 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2630.152100 but Gain 3434.664062
Score: -135072688.000000 Penalty: 48085.328125
Iteration 11F: 15 clusters Score -1.350727e+08 nChanged 63427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 48369 members 
Mstep: Class 3 contains 161081 members 
Mstep: Class 7 contains 56445 members 
Mstep: Class 8 contains 34281 members 
Mstep: Class 9 contains 302523 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 13 contains 80737 members 
Mstep: Class 16 contains 1048 members 
Mstep: Class 17 contains 164125 members 
Mstep: Class 18 contains 3741 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 22 contains 153005 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135066624.000000 Penalty: 48085.328125
Iteration 12F: 15 clusters Score -1.350666e+08 nChanged 51311
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 50343 members 
Mstep: Class 3 contains 159501 members 
Mstep: Class 7 contains 57608 members 
Mstep: Class 8 contains 33775 members 
Mstep: Class 9 contains 299733 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 13 contains 85779 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 161521 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 5821 members 
Mstep: Class 22 contains 151045 members 
Mstep: Class 23 contains 12022 members 
Mstep: Class 24 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135074112.000000 Penalty: 48085.328125
Iteration 13Q: 15 clusters Score -1.350741e+08 nChanged 41697
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 52785 members 
Mstep: Class 3 contains 157643 members 
Mstep: Class 7 contains 58353 members 
Mstep: Class 8 contains 33255 members 
Mstep: Class 9 contains 291475 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 13 contains 91371 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 160684 members 
Mstep: Class 18 contains 3510 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 22 contains 152213 members 
Mstep: Class 23 contains 14686 members 
Mstep: Class 24 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135087328.000000 Penalty: 48085.328125
Iteration 14Q: 15 clusters Score -1.350873e+08 nChanged 37017
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 55438 members 
Mstep: Class 3 contains 155444 members 
Mstep: Class 7 contains 58802 members 
Mstep: Class 8 contains 32755 members 
Mstep: Class 9 contains 281368 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 13 contains 97158 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 160263 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 3658 members 
Mstep: Class 22 contains 154819 members 
Mstep: Class 23 contains 17389 members 
Mstep: Class 24 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135101120.000000 Penalty: 48085.328125
Iteration 15Q: 15 clusters Score -1.351011e+08 nChanged 33591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 58272 members 
Mstep: Class 3 contains 152917 members 
Mstep: Class 7 contains 59075 members 
Mstep: Class 8 contains 32221 members 
Mstep: Class 9 contains 271771 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 13 contains 103112 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 159535 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 22 contains 157265 members 
Mstep: Class 23 contains 20052 members 
Mstep: Class 24 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135112992.000000 Penalty: 48085.328125
Iteration 16Q: 15 clusters Score -1.35113e+08 nChanged 30892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 61145 members 
Mstep: Class 3 contains 149941 members 
Mstep: Class 7 contains 59217 members 
Mstep: Class 8 contains 31766 members 
Mstep: Class 9 contains 263283 members 
Mstep: Class 11 contains 9506 members 
Mstep: Class 13 contains 109028 members 
Mstep: Class 16 contains 1078 members 
Mstep: Class 17 contains 158402 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 22 contains 159197 members 
Mstep: Class 23 contains 22776 members 
Mstep: Class 24 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135121376.000000 Penalty: 48085.328125
Iteration 17Q: 15 clusters Score -1.351214e+08 nChanged 29407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 64167 members 
Mstep: Class 3 contains 146711 members 
Mstep: Class 7 contains 59322 members 
Mstep: Class 8 contains 31350 members 
Mstep: Class 9 contains 255044 members 
Mstep: Class 11 contains 9439 members 
Mstep: Class 13 contains 115125 members 
Mstep: Class 16 contains 1080 members 
Mstep: Class 17 contains 157237 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 22 contains 160943 members 
Mstep: Class 23 contains 25386 members 
Mstep: Class 24 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135130160.000000 Penalty: 48085.328125
Iteration 18Q: 15 clusters Score -1.351302e+08 nChanged 28228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 143488 members 
Mstep: Class 7 contains 59366 members 
Mstep: Class 8 contains 30936 members 
Mstep: Class 9 contains 247399 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 13 contains 121213 members 
Mstep: Class 16 contains 1081 members 
Mstep: Class 17 contains 155848 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 22 contains 162375 members 
Mstep: Class 23 contains 27836 members 
Mstep: Class 24 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135136784.000000 Penalty: 48085.328125
Iteration 19Q: 15 clusters Score -1.351368e+08 nChanged 27835
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 70269 members 
Mstep: Class 3 contains 140286 members 
Mstep: Class 7 contains 59405 members 
Mstep: Class 8 contains 30525 members 
Mstep: Class 9 contains 240448 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 13 contains 127292 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 154494 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 22 contains 163152 members 
Mstep: Class 23 contains 30227 members 
Mstep: Class 24 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135143680.000000 Penalty: 48085.328125
Iteration 20F: 15 clusters Score -1.351437e+08 nChanged 26777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 73253 members 
Mstep: Class 3 contains 136899 members 
Mstep: Class 7 contains 59455 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 233288 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 13 contains 133432 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 153312 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 22 contains 163947 members 
Mstep: Class 23 contains 32698 members 
Mstep: Class 24 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135151056.000000 Penalty: 48085.328125
Iteration 21Q: 15 clusters Score -1.351511e+08 nChanged 25193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 76075 members 
Mstep: Class 3 contains 133853 members 
Mstep: Class 7 contains 59380 members 
Mstep: Class 8 contains 29726 members 
Mstep: Class 9 contains 226087 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 13 contains 139270 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 152298 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 22 contains 164956 members 
Mstep: Class 23 contains 35150 members 
Mstep: Class 24 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135159248.000000 Penalty: 48085.328125
Iteration 22Q: 15 clusters Score -1.351592e+08 nChanged 23572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 78785 members 
Mstep: Class 3 contains 130621 members 
Mstep: Class 7 contains 59244 members 
Mstep: Class 8 contains 29343 members 
Mstep: Class 9 contains 219855 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 13 contains 144412 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 17 contains 151450 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 22 contains 165912 members 
Mstep: Class 23 contains 37524 members 
Mstep: Class 24 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135164944.000000 Penalty: 48085.328125
Iteration 23Q: 15 clusters Score -1.351649e+08 nChanged 22045
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 81440 members 
Mstep: Class 3 contains 127673 members 
Mstep: Class 7 contains 59071 members 
Mstep: Class 8 contains 28957 members 
Mstep: Class 9 contains 214272 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 13 contains 148905 members 
Mstep: Class 16 contains 1093 members 
Mstep: Class 17 contains 150631 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 1375 members 
Mstep: Class 22 contains 166735 members 
Mstep: Class 23 contains 39761 members 
Mstep: Class 24 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135169968.000000 Penalty: 48085.328125
Iteration 24Q: 15 clusters Score -1.3517e+08 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 84036 members 
Mstep: Class 3 contains 124982 members 
Mstep: Class 7 contains 58850 members 
Mstep: Class 8 contains 28541 members 
Mstep: Class 9 contains 209397 members 
Mstep: Class 11 contains 8372 members 
Mstep: Class 13 contains 152525 members 
Mstep: Class 16 contains 1098 members 
Mstep: Class 17 contains 149985 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 22 contains 167576 members 
Mstep: Class 23 contains 41825 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135174336.000000 Penalty: 48085.328125
Iteration 25Q: 15 clusters Score -1.351743e+08 nChanged 19219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 86621 members 
Mstep: Class 3 contains 122516 members 
Mstep: Class 7 contains 58624 members 
Mstep: Class 8 contains 28168 members 
Mstep: Class 9 contains 204959 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 13 contains 155374 members 
Mstep: Class 16 contains 1097 members 
Mstep: Class 17 contains 149544 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 22 contains 168419 members 
Mstep: Class 23 contains 43755 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135179728.000000 Penalty: 48085.328125
Iteration 26Q: 15 clusters Score -1.351797e+08 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 89097 members 
Mstep: Class 3 contains 120451 members 
Mstep: Class 7 contains 58286 members 
Mstep: Class 8 contains 27767 members 
Mstep: Class 9 contains 201235 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 13 contains 157422 members 
Mstep: Class 16 contains 1099 members 
Mstep: Class 17 contains 149170 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 22 contains 169217 members 
Mstep: Class 23 contains 45550 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135183536.000000 Penalty: 48085.328125
Iteration 27Q: 15 clusters Score -1.351835e+08 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 91599 members 
Mstep: Class 3 contains 118516 members 
Mstep: Class 7 contains 57923 members 
Mstep: Class 8 contains 27432 members 
Mstep: Class 9 contains 198226 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 13 contains 158689 members 
Mstep: Class 16 contains 1100 members 
Mstep: Class 17 contains 148853 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 22 contains 170015 members 
Mstep: Class 23 contains 47186 members 
Mstep: Class 24 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135187712.000000 Penalty: 48085.328125
Iteration 28Q: 15 clusters Score -1.351877e+08 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 94041 members 
Mstep: Class 3 contains 116685 members 
Mstep: Class 7 contains 57555 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 9 contains 195773 members 
Mstep: Class 11 contains 7588 members 
Mstep: Class 13 contains 159303 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 148577 members 
Mstep: Class 18 contains 2444 members 
Mstep: Class 19 contains 1343 members 
Mstep: Class 22 contains 170837 members 
Mstep: Class 23 contains 48724 members 
Mstep: Class 24 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135191136.000000 Penalty: 48085.328125
Iteration 29Q: 15 clusters Score -1.351911e+08 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 96425 members 
Mstep: Class 3 contains 114925 members 
Mstep: Class 7 contains 57129 members 
Mstep: Class 8 contains 26900 members 
Mstep: Class 9 contains 194311 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 13 contains 159269 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 148221 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 22 contains 171558 members 
Mstep: Class 23 contains 50062 members 
Mstep: Class 24 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135193776.000000 Penalty: 48085.328125
Iteration 30Q: 15 clusters Score -1.351938e+08 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 98744 members 
Mstep: Class 3 contains 113348 members 
Mstep: Class 7 contains 56720 members 
Mstep: Class 8 contains 26617 members 
Mstep: Class 9 contains 193170 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 13 contains 158795 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 147998 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 22 contains 172263 members 
Mstep: Class 23 contains 51280 members 
Mstep: Class 24 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135195760.000000 Penalty: 48085.328125
Iteration 31Q: 15 clusters Score -1.351958e+08 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 101082 members 
Mstep: Class 3 contains 111660 members 
Mstep: Class 7 contains 56282 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 9 contains 192161 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 13 contains 158188 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 147892 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 22 contains 173037 members 
Mstep: Class 23 contains 52318 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135197520.000000 Penalty: 48085.328125
Iteration 32Q: 15 clusters Score -1.351975e+08 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 103455 members 
Mstep: Class 3 contains 110067 members 
Mstep: Class 7 contains 55855 members 
Mstep: Class 8 contains 26179 members 
Mstep: Class 9 contains 191112 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 13 contains 157481 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 147803 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 22 contains 173844 members 
Mstep: Class 23 contains 53271 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135199104.000000 Penalty: 48085.328125
Iteration 33Q: 15 clusters Score -1.351991e+08 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 105791 members 
Mstep: Class 3 contains 108547 members 
Mstep: Class 7 contains 55428 members 
Mstep: Class 8 contains 25952 members 
Mstep: Class 9 contains 190161 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 13 contains 156784 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 147741 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 22 contains 174605 members 
Mstep: Class 23 contains 54093 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135200800.000000 Penalty: 48085.328125
Iteration 34Q: 15 clusters Score -1.352008e+08 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 108185 members 
Mstep: Class 3 contains 107012 members 
Mstep: Class 7 contains 55034 members 
Mstep: Class 8 contains 25766 members 
Mstep: Class 9 contains 189202 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 13 contains 156138 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 147674 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 22 contains 175258 members 
Mstep: Class 23 contains 54875 members 
Mstep: Class 24 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135202304.000000 Penalty: 48085.328125
Iteration 35Q: 15 clusters Score -1.352023e+08 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 110683 members 
Mstep: Class 3 contains 105452 members 
Mstep: Class 7 contains 54636 members 
Mstep: Class 8 contains 25590 members 
Mstep: Class 9 contains 188193 members 
Mstep: Class 11 contains 7135 members 
Mstep: Class 13 contains 155597 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 147596 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 22 contains 175908 members 
Mstep: Class 23 contains 55520 members 
Mstep: Class 24 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135204048.000000 Penalty: 48085.328125
Iteration 36Q: 15 clusters Score -1.35204e+08 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 113180 members 
Mstep: Class 3 contains 103854 members 
Mstep: Class 7 contains 54292 members 
Mstep: Class 8 contains 25426 members 
Mstep: Class 9 contains 187301 members 
Mstep: Class 11 contains 7076 members 
Mstep: Class 13 contains 155067 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 22 contains 176499 members 
Mstep: Class 23 contains 56061 members 
Mstep: Class 24 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135205600.000000 Penalty: 48085.328125
Iteration 37Q: 15 clusters Score -1.352056e+08 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 115751 members 
Mstep: Class 3 contains 102190 members 
Mstep: Class 7 contains 53976 members 
Mstep: Class 8 contains 25291 members 
Mstep: Class 9 contains 186400 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 13 contains 154668 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 147379 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 22 contains 177054 members 
Mstep: Class 23 contains 56516 members 
Mstep: Class 24 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135206912.000000 Penalty: 48085.328125
Iteration 38Q: 15 clusters Score -1.352069e+08 nChanged 9277
Entering ConstructFrom: 
Score: -135206912.000000 Penalty: 48085.328125
Entering ConstructFrom: 
Trying to split cluster 2 (118486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Entering Unmasked Estep 
Score: -15884684.000000 Penalty: 2897.272461
	Iteration 0F: 2 clusters Score -1.588468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -15806375.000000 Penalty: 5794.544922
	Iteration 0F: 3 clusters Score -1.580638e+07 nChanged 56030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -15837964.000000 Penalty: 5794.544922
	Iteration 1F: 3 clusters Score -1.583796e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -15838811.000000 Penalty: 5794.544922
	Iteration 2Q: 3 clusters Score -1.583881e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -15839767.000000 Penalty: 5794.544922
	Iteration 3Q: 3 clusters Score -1.583977e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -15840703.000000 Penalty: 5794.544922
	Iteration 4Q: 3 clusters Score -1.58407e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -15842184.000000 Penalty: 5794.544922
	Iteration 5Q: 3 clusters Score -1.584218e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -15844100.000000 Penalty: 5794.544922
	Iteration 6Q: 3 clusters Score -1.58441e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -15847442.000000 Penalty: 5794.544922
	Iteration 7F: 3 clusters Score -1.584744e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -15852493.000000 Penalty: 5794.544922
	Iteration 8F: 3 clusters Score -1.585249e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -15859121.000000 Penalty: 5794.544922
	Iteration 9F: 3 clusters Score -1.585912e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -15865689.000000 Penalty: 5794.544922
	Iteration 10F: 3 clusters Score -1.586569e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -15870002.000000 Penalty: 5794.544922
	Iteration 11F: 3 clusters Score -1.587e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -15872317.000000 Penalty: 5794.544922
	Iteration 12Q: 3 clusters Score -1.587232e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -15873774.000000 Penalty: 5794.544922
	Iteration 13Q: 3 clusters Score -1.587377e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -15874986.000000 Penalty: 5794.544922
	Iteration 14Q: 3 clusters Score -1.587499e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -15876261.000000 Penalty: 5794.544922
	Iteration 15Q: 3 clusters Score -1.587626e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -15877476.000000 Penalty: 5794.544922
	Iteration 16Q: 3 clusters Score -1.587748e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -15878505.000000 Penalty: 5794.544922
	Iteration 17Q: 3 clusters Score -1.58785e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -15879216.000000 Penalty: 5794.544922
	Iteration 18Q: 3 clusters Score -1.587922e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -15879732.000000 Penalty: 5794.544922
	Iteration 19Q: 3 clusters Score -1.587973e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -15880078.000000 Penalty: 5794.544922
	Iteration 20F: 3 clusters Score -1.588008e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -15880243.000000 Penalty: 5794.544922
	Iteration 21Q: 3 clusters Score -1.588024e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -15880279.000000 Penalty: 5794.544922
	Iteration 22Q: 3 clusters Score -1.588028e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -15880349.000000 Penalty: 5794.544922
	Iteration 23Q: 3 clusters Score -1.588035e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -15880411.000000 Penalty: 5794.544922
	Iteration 24Q: 3 clusters Score -1.588041e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -15880430.000000 Penalty: 5794.544922
	Iteration 25Q: 3 clusters Score -1.588043e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -15880432.000000 Penalty: 5794.544922
	Iteration 26Q: 3 clusters Score -1.588043e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -15880454.000000 Penalty: 5794.544922
	Iteration 27Q: 3 clusters Score -1.588045e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -15880471.000000 Penalty: 5794.544922
	Iteration 28Q: 3 clusters Score -1.588047e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -15880442.000000 Penalty: 5794.544922
	Iteration 29Q: 3 clusters Score -1.588044e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -15880457.000000 Penalty: 5794.544922
	Iteration 30Q: 3 clusters Score -1.588046e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -15880463.000000 Penalty: 5794.544922
	Iteration 31Q: 3 clusters Score -1.588046e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -15880476.000000 Penalty: 5794.544922
	Iteration 32Q: 3 clusters Score -1.588048e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -15880506.000000 Penalty: 5794.544922
	Iteration 33Q: 3 clusters Score -1.588051e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -15880529.000000 Penalty: 5794.544922
	Iteration 34Q: 3 clusters Score -1.588053e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -15880536.000000 Penalty: 5794.544922
	Iteration 35Q: 3 clusters Score -1.588054e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -15880551.000000 Penalty: 5794.544922
	Iteration 36Q: 3 clusters Score -1.588055e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -15880545.000000 Penalty: 5794.544922
	Iteration 37Q: 3 clusters Score -1.588054e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -15880556.000000 Penalty: 5794.544922
	Iteration 38Q: 3 clusters Score -1.588056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -15880526.000000 Penalty: 5794.544922
	Iteration 39Q: 3 clusters Score -1.588053e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -15880544.000000 Penalty: 5794.544922
	Iteration 40F: 3 clusters Score -1.588054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -15880558.000000 Penalty: 5794.544922
	Iteration 41Q: 3 clusters Score -1.588056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -15880551.000000 Penalty: 5794.544922
	Iteration 42Q: 3 clusters Score -1.588055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -15880547.000000 Penalty: 5794.544922
	Iteration 43Q: 3 clusters Score -1.588055e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -15880542.000000 Penalty: 5794.544922
	Iteration 44Q: 3 clusters Score -1.588054e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -15880539.000000 Penalty: 5794.544922
	Iteration 45Q: 3 clusters Score -1.588054e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -15880527.000000 Penalty: 5794.544922
	Iteration 46Q: 3 clusters Score -1.588053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -15880551.000000 Penalty: 5794.544922
	Iteration 47Q: 3 clusters Score -1.588055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -15880522.000000 Penalty: 5794.544922
	Iteration 48Q: 3 clusters Score -1.588052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -15880526.000000 Penalty: 5794.544922
	Iteration 49Q: 3 clusters Score -1.588053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -15880542.000000 Penalty: 5794.544922
	Iteration 50Q: 3 clusters Score -1.588054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -15880538.000000 Penalty: 5794.544922
	Iteration 51Q: 3 clusters Score -1.588054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -15880531.000000 Penalty: 5794.544922
	Iteration 52Q: 3 clusters Score -1.588053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -15880528.000000 Penalty: 5794.544922
	Iteration 53Q: 3 clusters Score -1.588053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -15880533.000000 Penalty: 5794.544922
	Iteration 54Q: 3 clusters Score -1.588053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -15880536.000000 Penalty: 5794.544922
	Iteration 55Q: 3 clusters Score -1.588054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -15880545.000000 Penalty: 5794.544922
	Iteration 56Q: 3 clusters Score -1.588054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -15880569.000000 Penalty: 5794.544922
	Iteration 57Q: 3 clusters Score -1.588057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -15880558.000000 Penalty: 5794.544922
	Iteration 58Q: 3 clusters Score -1.588056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -15880564.000000 Penalty: 5794.544922
	Iteration 59Q: 3 clusters Score -1.588056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -15880572.000000 Penalty: 5794.544922
	Iteration 60F: 3 clusters Score -1.588057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -15880587.000000 Penalty: 5794.544922
	Iteration 61Q: 3 clusters Score -1.588059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -15880549.000000 Penalty: 5794.544922
	Iteration 62Q: 3 clusters Score -1.588055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -15880541.000000 Penalty: 5794.544922
	Iteration 63Q: 3 clusters Score -1.588054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -15880531.000000 Penalty: 5794.544922
	Iteration 64Q: 3 clusters Score -1.588053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -15880542.000000 Penalty: 5794.544922
	Iteration 65Q: 3 clusters Score -1.588054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -15880529.000000 Penalty: 5794.544922
	Iteration 66Q: 3 clusters Score -1.588053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -15880531.000000 Penalty: 5794.544922
	Iteration 67Q: 3 clusters Score -1.588053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -15880536.000000 Penalty: 5794.544922
	Iteration 68Q: 3 clusters Score -1.588054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -15880518.000000 Penalty: 5794.544922
	Iteration 69Q: 3 clusters Score -1.588052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84772 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -15880520.000000 Penalty: 5794.544922
	Iteration 70Q: 3 clusters Score -1.588052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -15880512.000000 Penalty: 5794.544922
	Iteration 71Q: 3 clusters Score -1.588051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -15880523.000000 Penalty: 5794.544922
	Iteration 72Q: 3 clusters Score -1.588052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -15880522.000000 Penalty: 5794.544922
	Iteration 73Q: 3 clusters Score -1.588052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -15880522.000000 Penalty: 5794.544922
	Iteration 74Q: 3 clusters Score -1.588052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -15880530.000000 Penalty: 5794.544922
	Iteration 75Q: 3 clusters Score -1.588053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -15880539.000000 Penalty: 5794.544922
	Iteration 76Q: 3 clusters Score -1.588054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -15880547.000000 Penalty: 5794.544922
	Iteration 77Q: 3 clusters Score -1.588055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -15880544.000000 Penalty: 5794.544922
	Iteration 78Q: 3 clusters Score -1.588054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -15880540.000000 Penalty: 5794.544922
	Iteration 79Q: 3 clusters Score -1.588054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -15880546.000000 Penalty: 5794.544922
	Iteration 80F: 3 clusters Score -1.588055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -15880539.000000 Penalty: 5794.544922
	Iteration 81Q: 3 clusters Score -1.588054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -15880548.000000 Penalty: 5794.544922
	Iteration 82Q: 3 clusters Score -1.588055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -15880544.000000 Penalty: 5794.544922
	Iteration 83Q: 3 clusters Score -1.588054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -15880546.000000 Penalty: 5794.544922
	Iteration 84Q: 3 clusters Score -1.588055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -15880553.000000 Penalty: 5794.544922
	Iteration 85Q: 3 clusters Score -1.588055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -15880547.000000 Penalty: 5794.544922
	Iteration 86Q: 3 clusters Score -1.588055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -15880553.000000 Penalty: 5794.544922
	Iteration 87Q: 3 clusters Score -1.588055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -15880542.000000 Penalty: 5794.544922
	Iteration 88Q: 3 clusters Score -1.588054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -15880542.000000 Penalty: 5794.544922
	Iteration 89Q: 3 clusters Score -1.588054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -15880532.000000 Penalty: 5794.544922
	Iteration 90Q: 3 clusters Score -1.588053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -15880524.000000 Penalty: 5794.544922
	Iteration 91Q: 3 clusters Score -1.588052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -15880521.000000 Penalty: 5794.544922
	Iteration 92Q: 3 clusters Score -1.588052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -15880521.000000 Penalty: 5794.544922
	Iteration 93F: 3 clusters Score -1.588052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Entering Unmasked Estep 
Score: -13403166.000000 Penalty: 2856.180908
	Iteration 0F: 2 clusters Score -1.340317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -13336281.000000 Penalty: 5712.361816
	Iteration 0F: 3 clusters Score -1.333628e+07 nChanged 47427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -13363268.000000 Penalty: 5712.361816
	Iteration 1F: 3 clusters Score -1.336327e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -13363994.000000 Penalty: 5712.361816
	Iteration 2Q: 3 clusters Score -1.336399e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -13364823.000000 Penalty: 5712.361816
	Iteration 3Q: 3 clusters Score -1.336482e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -13365700.000000 Penalty: 5712.361816
	Iteration 4Q: 3 clusters Score -1.33657e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -13366716.000000 Penalty: 5712.361816
	Iteration 5Q: 3 clusters Score -1.336672e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -13367915.000000 Penalty: 5712.361816
	Iteration 6Q: 3 clusters Score -1.336792e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -13369355.000000 Penalty: 5712.361816
	Iteration 7Q: 3 clusters Score -1.336936e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -13371397.000000 Penalty: 5712.361816
	Iteration 8Q: 3 clusters Score -1.33714e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -13373871.000000 Penalty: 5712.361816
	Iteration 9Q: 3 clusters Score -1.337387e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -13377155.000000 Penalty: 5712.361816
	Iteration 10F: 3 clusters Score -1.337716e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -13380875.000000 Penalty: 5712.361816
	Iteration 11F: 3 clusters Score -1.338088e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -13384232.000000 Penalty: 5712.361816
	Iteration 12F: 3 clusters Score -1.338423e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -13386804.000000 Penalty: 5712.361816
	Iteration 13Q: 3 clusters Score -1.33868e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -13388015.000000 Penalty: 5712.361816
	Iteration 14Q: 3 clusters Score -1.338802e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -13388584.000000 Penalty: 5712.361816
	Iteration 15Q: 3 clusters Score -1.338858e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -13388882.000000 Penalty: 5712.361816
	Iteration 16Q: 3 clusters Score -1.338888e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -13389090.000000 Penalty: 5712.361816
	Iteration 17Q: 3 clusters Score -1.338909e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -13389314.000000 Penalty: 5712.361816
	Iteration 18Q: 3 clusters Score -1.338931e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -13389561.000000 Penalty: 5712.361816
	Iteration 19Q: 3 clusters Score -1.338956e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -13389819.000000 Penalty: 5712.361816
	Iteration 20F: 3 clusters Score -1.338982e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -13389979.000000 Penalty: 5712.361816
	Iteration 21Q: 3 clusters Score -1.338998e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -13390137.000000 Penalty: 5712.361816
	Iteration 22Q: 3 clusters Score -1.339014e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -13390322.000000 Penalty: 5712.361816
	Iteration 23Q: 3 clusters Score -1.339032e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -13390429.000000 Penalty: 5712.361816
	Iteration 24Q: 3 clusters Score -1.339043e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -13390529.000000 Penalty: 5712.361816
	Iteration 25Q: 3 clusters Score -1.339053e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -13390660.000000 Penalty: 5712.361816
	Iteration 26Q: 3 clusters Score -1.339066e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -13390784.000000 Penalty: 5712.361816
	Iteration 27Q: 3 clusters Score -1.339078e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -13390928.000000 Penalty: 5712.361816
	Iteration 28Q: 3 clusters Score -1.339093e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -13391061.000000 Penalty: 5712.361816
	Iteration 29Q: 3 clusters Score -1.339106e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -13391133.000000 Penalty: 5712.361816
	Iteration 30Q: 3 clusters Score -1.339113e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -13391211.000000 Penalty: 5712.361816
	Iteration 31Q: 3 clusters Score -1.339121e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -13391296.000000 Penalty: 5712.361816
	Iteration 32Q: 3 clusters Score -1.33913e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -13391345.000000 Penalty: 5712.361816
	Iteration 33Q: 3 clusters Score -1.339134e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -13391353.000000 Penalty: 5712.361816
	Iteration 34Q: 3 clusters Score -1.339135e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -13391490.000000 Penalty: 5712.361816
	Iteration 35Q: 3 clusters Score -1.339149e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -13391493.000000 Penalty: 5712.361816
	Iteration 36Q: 3 clusters Score -1.339149e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -13391506.000000 Penalty: 5712.361816
	Iteration 37Q: 3 clusters Score -1.339151e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -13391525.000000 Penalty: 5712.361816
	Iteration 38Q: 3 clusters Score -1.339152e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -13391587.000000 Penalty: 5712.361816
	Iteration 39Q: 3 clusters Score -1.339159e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -13391571.000000 Penalty: 5712.361816
	Iteration 40F: 3 clusters Score -1.339157e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -13391635.000000 Penalty: 5712.361816
	Iteration 41Q: 3 clusters Score -1.339164e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -13391657.000000 Penalty: 5712.361816
	Iteration 42Q: 3 clusters Score -1.339166e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -13391737.000000 Penalty: 5712.361816
	Iteration 43Q: 3 clusters Score -1.339174e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -13391760.000000 Penalty: 5712.361816
	Iteration 44Q: 3 clusters Score -1.339176e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -13391776.000000 Penalty: 5712.361816
	Iteration 45Q: 3 clusters Score -1.339178e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 69764 members 
Entering Unmasked Estep 
Score: -13391789.000000 Penalty: 5712.361816
	Iteration 46Q: 3 clusters Score -1.339179e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -13391877.000000 Penalty: 5712.361816
	Iteration 47Q: 3 clusters Score -1.339188e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -13391944.000000 Penalty: 5712.361816
	Iteration 48Q: 3 clusters Score -1.339194e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -13392003.000000 Penalty: 5712.361816
	Iteration 49Q: 3 clusters Score -1.3392e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -13392087.000000 Penalty: 5712.361816
	Iteration 50Q: 3 clusters Score -1.339209e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -13392136.000000 Penalty: 5712.361816
	Iteration 51Q: 3 clusters Score -1.339214e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -13392230.000000 Penalty: 5712.361816
	Iteration 52Q: 3 clusters Score -1.339223e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -13392238.000000 Penalty: 5712.361816
	Iteration 53Q: 3 clusters Score -1.339224e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -13392307.000000 Penalty: 5712.361816
	Iteration 54Q: 3 clusters Score -1.339231e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -13392398.000000 Penalty: 5712.361816
	Iteration 55Q: 3 clusters Score -1.33924e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -13392507.000000 Penalty: 5712.361816
	Iteration 56Q: 3 clusters Score -1.339251e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -13392652.000000 Penalty: 5712.361816
	Iteration 57Q: 3 clusters Score -1.339265e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -13392785.000000 Penalty: 5712.361816
	Iteration 58Q: 3 clusters Score -1.339278e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -13392974.000000 Penalty: 5712.361816
	Iteration 59Q: 3 clusters Score -1.339297e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -13393133.000000 Penalty: 5712.361816
	Iteration 60F: 3 clusters Score -1.339313e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -13393266.000000 Penalty: 5712.361816
	Iteration 61Q: 3 clusters Score -1.339327e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -13393475.000000 Penalty: 5712.361816
	Iteration 62Q: 3 clusters Score -1.339348e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -13393785.000000 Penalty: 5712.361816
	Iteration 63Q: 3 clusters Score -1.339378e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -13394087.000000 Penalty: 5712.361816
	Iteration 64Q: 3 clusters Score -1.339409e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -13394462.000000 Penalty: 5712.361816
	Iteration 65Q: 3 clusters Score -1.339446e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -13394913.000000 Penalty: 5712.361816
	Iteration 66Q: 3 clusters Score -1.339491e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -13395357.000000 Penalty: 5712.361816
	Iteration 67Q: 3 clusters Score -1.339536e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -13395815.000000 Penalty: 5712.361816
	Iteration 68Q: 3 clusters Score -1.339582e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -13396328.000000 Penalty: 5712.361816
	Iteration 69Q: 3 clusters Score -1.339633e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -13396870.000000 Penalty: 5712.361816
	Iteration 70Q: 3 clusters Score -1.339687e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -13397379.000000 Penalty: 5712.361816
	Iteration 71Q: 3 clusters Score -1.339738e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -13397857.000000 Penalty: 5712.361816
	Iteration 72Q: 3 clusters Score -1.339786e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -13398294.000000 Penalty: 5712.361816
	Iteration 73Q: 3 clusters Score -1.339829e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -13398607.000000 Penalty: 5712.361816
	Iteration 74Q: 3 clusters Score -1.339861e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -13398899.000000 Penalty: 5712.361816
	Iteration 75Q: 3 clusters Score -1.33989e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -13399217.000000 Penalty: 5712.361816
	Iteration 76Q: 3 clusters Score -1.339922e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -13399470.000000 Penalty: 5712.361816
	Iteration 77Q: 3 clusters Score -1.339947e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -13399648.000000 Penalty: 5712.361816
	Iteration 78Q: 3 clusters Score -1.339965e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -13399838.000000 Penalty: 5712.361816
	Iteration 79Q: 3 clusters Score -1.339984e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -13399987.000000 Penalty: 5712.361816
	Iteration 80F: 3 clusters Score -1.339999e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -13400113.000000 Penalty: 5712.361816
	Iteration 81Q: 3 clusters Score -1.340011e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -13400211.000000 Penalty: 5712.361816
	Iteration 82Q: 3 clusters Score -1.340021e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -13400312.000000 Penalty: 5712.361816
	Iteration 83Q: 3 clusters Score -1.340031e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -13400365.000000 Penalty: 5712.361816
	Iteration 84Q: 3 clusters Score -1.340036e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -13400433.000000 Penalty: 5712.361816
	Iteration 85Q: 3 clusters Score -1.340043e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -13400463.000000 Penalty: 5712.361816
	Iteration 86Q: 3 clusters Score -1.340046e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -13400542.000000 Penalty: 5712.361816
	Iteration 87Q: 3 clusters Score -1.340054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -13400586.000000 Penalty: 5712.361816
	Iteration 88Q: 3 clusters Score -1.340059e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -13400619.000000 Penalty: 5712.361816
	Iteration 89Q: 3 clusters Score -1.340062e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -13400618.000000 Penalty: 5712.361816
	Iteration 90Q: 3 clusters Score -1.340062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -13400643.000000 Penalty: 5712.361816
	Iteration 91Q: 3 clusters Score -1.340064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -13400655.000000 Penalty: 5712.361816
	Iteration 92Q: 3 clusters Score -1.340066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -13400652.000000 Penalty: 5712.361816
	Iteration 93Q: 3 clusters Score -1.340065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -13400664.000000 Penalty: 5712.361816
	Iteration 94Q: 3 clusters Score -1.340066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 99236 members 
Entering Unmasked Estep 
Score: -13400680.000000 Penalty: 5712.361816
	Iteration 95Q: 3 clusters Score -1.340068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -13400684.000000 Penalty: 5712.361816
	Iteration 96Q: 3 clusters Score -1.340068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -13400701.000000 Penalty: 5712.361816
	Iteration 97Q: 3 clusters Score -1.34007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -13400719.000000 Penalty: 5712.361816
	Iteration 98Q: 3 clusters Score -1.340072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -13400725.000000 Penalty: 5712.361816
	Iteration 99Q: 3 clusters Score -1.340072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -13400736.000000 Penalty: 5712.361816
	Iteration 100F: 3 clusters Score -1.340074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 99345 members 
Entering Unmasked Estep 
Score: -13400737.000000 Penalty: 5712.361816
	Iteration 101Q: 3 clusters Score -1.340074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -13400737.000000 Penalty: 5712.361816
	Iteration 102Q: 3 clusters Score -1.340074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -13400736.000000 Penalty: 5712.361816
	Iteration 103Q: 3 clusters Score -1.340074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -13400735.000000 Penalty: 5712.361816
	Iteration 104Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -13400738.000000 Penalty: 5712.361816
	Iteration 105Q: 3 clusters Score -1.340074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -13400740.000000 Penalty: 5712.361816
	Iteration 106Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -13400737.000000 Penalty: 5712.361816
	Iteration 107Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -13400736.000000 Penalty: 5712.361816
	Iteration 108Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -13400736.000000 Penalty: 5712.361816
	Iteration 109Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -13400744.000000 Penalty: 5712.361816
	Iteration 110Q: 3 clusters Score -1.340074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -13400743.000000 Penalty: 5712.361816
	Iteration 111Q: 3 clusters Score -1.340074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -13400743.000000 Penalty: 5712.361816
	Iteration 112F: 3 clusters Score -1.340074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Entering Unmasked Estep 
Score: -6909814.500000 Penalty: 2700.797119
	Iteration 0F: 2 clusters Score -6909814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6873612.000000 Penalty: 5401.594238
	Iteration 0F: 3 clusters Score -6873612 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -6887871.500000 Penalty: 5401.594238
	Iteration 1F: 3 clusters Score -6887872 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6889287.500000 Penalty: 5401.594238
	Iteration 2Q: 3 clusters Score -6889288 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6891562.500000 Penalty: 5401.594238
	Iteration 3F: 3 clusters Score -6891562 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6894563.500000 Penalty: 5401.594238
	Iteration 4F: 3 clusters Score -6894564 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6898102.000000 Penalty: 5401.594238
	Iteration 5F: 3 clusters Score -6898102 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6901517.500000 Penalty: 5401.594238
	Iteration 6F: 3 clusters Score -6901518 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6903877.000000 Penalty: 5401.594238
	Iteration 7F: 3 clusters Score -6903877 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -6905224.000000 Penalty: 5401.594238
	Iteration 8Q: 3 clusters Score -6905224 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -6905949.000000 Penalty: 5401.594238
	Iteration 9Q: 3 clusters Score -6905949 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -6906292.500000 Penalty: 5401.594238
	Iteration 10Q: 3 clusters Score -6906292 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -6906549.500000 Penalty: 5401.594238
	Iteration 11Q: 3 clusters Score -6906550 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6906719.500000 Penalty: 5401.594238
	Iteration 12Q: 3 clusters Score -6906720 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6906932.500000 Penalty: 5401.594238
	Iteration 13Q: 3 clusters Score -6906932 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6907254.000000 Penalty: 5401.594238
	Iteration 14Q: 3 clusters Score -6907254 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -6907628.500000 Penalty: 5401.594238
	Iteration 15Q: 3 clusters Score -6907628 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -6908130.500000 Penalty: 5401.594238
	Iteration 16Q: 3 clusters Score -6908130 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6908831.000000 Penalty: 5401.594238
	Iteration 17Q: 3 clusters Score -6908831 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6909959.000000 Penalty: 5401.594238
	Iteration 18Q: 3 clusters Score -6909959 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -6910885.000000 Penalty: 5401.594238
	Iteration 19Q: 3 clusters Score -6910885 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6911459.500000 Penalty: 5401.594238
	Iteration 20F: 3 clusters Score -6911460 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6911738.000000 Penalty: 5401.594238
	Iteration 21Q: 3 clusters Score -6911738 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6911862.500000 Penalty: 5401.594238
	Iteration 22Q: 3 clusters Score -6911862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6911899.000000 Penalty: 5401.594238
	Iteration 23Q: 3 clusters Score -6911899 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6911932.000000 Penalty: 5401.594238
	Iteration 24Q: 3 clusters Score -6911932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6911962.500000 Penalty: 5401.594238
	Iteration 25Q: 3 clusters Score -6911962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6911980.000000 Penalty: 5401.594238
	Iteration 26Q: 3 clusters Score -6911980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6911994.500000 Penalty: 5401.594238
	Iteration 27Q: 3 clusters Score -6911994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6911983.000000 Penalty: 5401.594238
	Iteration 28Q: 3 clusters Score -6911983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6911996.000000 Penalty: 5401.594238
	Iteration 29Q: 3 clusters Score -6911996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6912008.500000 Penalty: 5401.594238
	Iteration 30Q: 3 clusters Score -6912008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6912001.500000 Penalty: 5401.594238
	Iteration 31Q: 3 clusters Score -6912002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6912001.500000 Penalty: 5401.594238
	Iteration 32Q: 3 clusters Score -6912002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6911999.500000 Penalty: 5401.594238
	Iteration 33Q: 3 clusters Score -6912000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6912014.500000 Penalty: 5401.594238
	Iteration 34Q: 3 clusters Score -6912014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6912015.000000 Penalty: 5401.594238
	Iteration 35Q: 3 clusters Score -6912015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6912017.500000 Penalty: 5401.594238
	Iteration 36Q: 3 clusters Score -6912018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6912030.000000 Penalty: 5401.594238
	Iteration 37Q: 3 clusters Score -6912030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6912026.000000 Penalty: 5401.594238
	Iteration 38Q: 3 clusters Score -6912026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6912010.500000 Penalty: 5401.594238
	Iteration 39Q: 3 clusters Score -6912010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6912024.000000 Penalty: 5401.594238
	Iteration 40F: 3 clusters Score -6912024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6912031.000000 Penalty: 5401.594238
	Iteration 41Q: 3 clusters Score -6912031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6912032.000000 Penalty: 5401.594238
	Iteration 42Q: 3 clusters Score -6912032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6912034.500000 Penalty: 5401.594238
	Iteration 43Q: 3 clusters Score -6912034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6912034.500000 Penalty: 5401.594238
	Iteration 44Q: 3 clusters Score -6912034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6912034.500000 Penalty: 5401.594238
	Iteration 45F: 3 clusters Score -6912034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 118486 members 
Mstep: Class 3 contains 100394 members 
Mstep: Class 7 contains 50846 members 
Mstep: Class 8 contains 25144 members 
Mstep: Class 9 contains 185574 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 147230 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 22 contains 177487 members 
Mstep: Class 23 contains 57004 members 
Mstep: Class 24 contains 3396 members 
Entering Unmasked Estep 
Score: -135209216.000000 Penalty: 51519.992188
Splitting cluster 7 changes total score from -135206912.000000 to -135209216.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (25144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Entering Unmasked Estep 
Score: -3187923.250000 Penalty: 2512.828857
	Iteration 0F: 2 clusters Score -3187923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3170552.250000 Penalty: 5025.657715
	Iteration 0F: 3 clusters Score -3170552 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3176689.000000 Penalty: 5025.657715
	Iteration 1F: 3 clusters Score -3176689 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3177564.500000 Penalty: 5025.657715
	Iteration 2F: 3 clusters Score -3177564 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3178732.250000 Penalty: 5025.657715
	Iteration 3F: 3 clusters Score -3178732 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3179924.000000 Penalty: 5025.657715
	Iteration 4F: 3 clusters Score -3179924 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3180848.500000 Penalty: 5025.657715
	Iteration 5F: 3 clusters Score -3180848 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3181528.750000 Penalty: 5025.657715
	Iteration 6F: 3 clusters Score -3181529 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3182054.500000 Penalty: 5025.657715
	Iteration 7Q: 3 clusters Score -3182054 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3182409.250000 Penalty: 5025.657715
	Iteration 8Q: 3 clusters Score -3182409 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3182657.000000 Penalty: 5025.657715
	Iteration 9Q: 3 clusters Score -3182657 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3182816.000000 Penalty: 5025.657715
	Iteration 10Q: 3 clusters Score -3182816 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3182912.000000 Penalty: 5025.657715
	Iteration 11Q: 3 clusters Score -3182912 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3182977.000000 Penalty: 5025.657715
	Iteration 12Q: 3 clusters Score -3182977 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3182999.250000 Penalty: 5025.657715
	Iteration 13Q: 3 clusters Score -3182999 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3183022.000000 Penalty: 5025.657715
	Iteration 14Q: 3 clusters Score -3183022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3183056.500000 Penalty: 5025.657715
	Iteration 15Q: 3 clusters Score -3183056 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3183072.500000 Penalty: 5025.657715
	Iteration 16Q: 3 clusters Score -3183072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3183099.000000 Penalty: 5025.657715
	Iteration 17Q: 3 clusters Score -3183099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3183129.500000 Penalty: 5025.657715
	Iteration 18Q: 3 clusters Score -3183130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3183155.250000 Penalty: 5025.657715
	Iteration 19Q: 3 clusters Score -3183155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3183181.250000 Penalty: 5025.657715
	Iteration 20F: 3 clusters Score -3183181 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3183212.250000 Penalty: 5025.657715
	Iteration 21Q: 3 clusters Score -3183212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3183239.750000 Penalty: 5025.657715
	Iteration 22Q: 3 clusters Score -3183240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3183292.250000 Penalty: 5025.657715
	Iteration 23Q: 3 clusters Score -3183292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3183351.000000 Penalty: 5025.657715
	Iteration 24Q: 3 clusters Score -3183351 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3183400.500000 Penalty: 5025.657715
	Iteration 25Q: 3 clusters Score -3183400 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3183469.500000 Penalty: 5025.657715
	Iteration 26Q: 3 clusters Score -3183470 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3183564.500000 Penalty: 5025.657715
	Iteration 27Q: 3 clusters Score -3183564 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3183681.750000 Penalty: 5025.657715
	Iteration 28Q: 3 clusters Score -3183682 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3183800.750000 Penalty: 5025.657715
	Iteration 29Q: 3 clusters Score -3183801 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3183935.250000 Penalty: 5025.657715
	Iteration 30Q: 3 clusters Score -3183935 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3184082.000000 Penalty: 5025.657715
	Iteration 31Q: 3 clusters Score -3184082 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3184248.000000 Penalty: 5025.657715
	Iteration 32Q: 3 clusters Score -3184248 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3184376.250000 Penalty: 5025.657715
	Iteration 33Q: 3 clusters Score -3184376 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3184513.750000 Penalty: 5025.657715
	Iteration 34Q: 3 clusters Score -3184514 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3184629.750000 Penalty: 5025.657715
	Iteration 35Q: 3 clusters Score -3184630 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3184747.250000 Penalty: 5025.657715
	Iteration 36Q: 3 clusters Score -3184747 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3184878.750000 Penalty: 5025.657715
	Iteration 37Q: 3 clusters Score -3184879 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3185012.250000 Penalty: 5025.657715
	Iteration 38Q: 3 clusters Score -3185012 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3185103.000000 Penalty: 5025.657715
	Iteration 39Q: 3 clusters Score -3185103 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3185199.000000 Penalty: 5025.657715
	Iteration 40F: 3 clusters Score -3185199 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3185267.000000 Penalty: 5025.657715
	Iteration 41Q: 3 clusters Score -3185267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3185376.250000 Penalty: 5025.657715
	Iteration 42Q: 3 clusters Score -3185376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3185457.250000 Penalty: 5025.657715
	Iteration 43Q: 3 clusters Score -3185457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3185533.750000 Penalty: 5025.657715
	Iteration 44Q: 3 clusters Score -3185534 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3185611.250000 Penalty: 5025.657715
	Iteration 45Q: 3 clusters Score -3185611 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3185671.250000 Penalty: 5025.657715
	Iteration 46Q: 3 clusters Score -3185671 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3185728.000000 Penalty: 5025.657715
	Iteration 47Q: 3 clusters Score -3185728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3185773.250000 Penalty: 5025.657715
	Iteration 48Q: 3 clusters Score -3185773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3185826.500000 Penalty: 5025.657715
	Iteration 49Q: 3 clusters Score -3185826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3185867.250000 Penalty: 5025.657715
	Iteration 50Q: 3 clusters Score -3185867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3185876.500000 Penalty: 5025.657715
	Iteration 51Q: 3 clusters Score -3185876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3185910.250000 Penalty: 5025.657715
	Iteration 52Q: 3 clusters Score -3185910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3185937.500000 Penalty: 5025.657715
	Iteration 53Q: 3 clusters Score -3185938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3185957.250000 Penalty: 5025.657715
	Iteration 54Q: 3 clusters Score -3185957 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3185995.500000 Penalty: 5025.657715
	Iteration 55Q: 3 clusters Score -3185996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3186028.750000 Penalty: 5025.657715
	Iteration 56Q: 3 clusters Score -3186029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3186051.250000 Penalty: 5025.657715
	Iteration 57Q: 3 clusters Score -3186051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3186089.750000 Penalty: 5025.657715
	Iteration 58Q: 3 clusters Score -3186090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3186107.750000 Penalty: 5025.657715
	Iteration 59Q: 3 clusters Score -3186108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3186120.750000 Penalty: 5025.657715
	Iteration 60F: 3 clusters Score -3186121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3186133.500000 Penalty: 5025.657715
	Iteration 61Q: 3 clusters Score -3186134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3186163.750000 Penalty: 5025.657715
	Iteration 62Q: 3 clusters Score -3186164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3186171.000000 Penalty: 5025.657715
	Iteration 63Q: 3 clusters Score -3186171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3186174.500000 Penalty: 5025.657715
	Iteration 64Q: 3 clusters Score -3186174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3186182.250000 Penalty: 5025.657715
	Iteration 65Q: 3 clusters Score -3186182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3186195.750000 Penalty: 5025.657715
	Iteration 66Q: 3 clusters Score -3186196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3186194.250000 Penalty: 5025.657715
	Iteration 67Q: 3 clusters Score -3186194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3186204.500000 Penalty: 5025.657715
	Iteration 68Q: 3 clusters Score -3186204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3186216.250000 Penalty: 5025.657715
	Iteration 69Q: 3 clusters Score -3186216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3186217.500000 Penalty: 5025.657715
	Iteration 70Q: 3 clusters Score -3186218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3186212.750000 Penalty: 5025.657715
	Iteration 71Q: 3 clusters Score -3186213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3186212.500000 Penalty: 5025.657715
	Iteration 72Q: 3 clusters Score -3186212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3186213.250000 Penalty: 5025.657715
	Iteration 73Q: 3 clusters Score -3186213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3186213.250000 Penalty: 5025.657715
	Iteration 74F: 3 clusters Score -3186213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185574 members 
Entering Unmasked Estep 
Score: -24654508.000000 Penalty: 3008.540039
	Iteration 0F: 2 clusters Score -2.465451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -24534020.000000 Penalty: 6017.080078
	Iteration 0F: 3 clusters Score -2.453402e+07 nChanged 88994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -24586286.000000 Penalty: 6017.080078
	Iteration 1F: 3 clusters Score -2.458629e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -24587542.000000 Penalty: 6017.080078
	Iteration 2Q: 3 clusters Score -2.458754e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -24589466.000000 Penalty: 6017.080078
	Iteration 3Q: 3 clusters Score -2.458947e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -24593514.000000 Penalty: 6017.080078
	Iteration 4Q: 3 clusters Score -2.459351e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -24600570.000000 Penalty: 6017.080078
	Iteration 5F: 3 clusters Score -2.460057e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -24611974.000000 Penalty: 6017.080078
	Iteration 6F: 3 clusters Score -2.461197e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 156228 members 
Entering Unmasked Estep 
Score: -24625586.000000 Penalty: 6017.080078
	Iteration 7F: 3 clusters Score -2.462559e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -24637760.000000 Penalty: 6017.080078
	Iteration 8F: 3 clusters Score -2.463776e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -24645548.000000 Penalty: 6017.080078
	Iteration 9Q: 3 clusters Score -2.464555e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 181689 members 
Entering Unmasked Estep 
Score: -24649350.000000 Penalty: 6017.080078
	Iteration 10Q: 3 clusters Score -2.464935e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 183596 members 
Entering Unmasked Estep 
Score: -24650914.000000 Penalty: 6017.080078
	Iteration 11Q: 3 clusters Score -2.465091e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -24651484.000000 Penalty: 6017.080078
	Iteration 12Q: 3 clusters Score -2.465148e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -24651810.000000 Penalty: 6017.080078
	Iteration 13Q: 3 clusters Score -2.465181e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -24651978.000000 Penalty: 6017.080078
	Iteration 14Q: 3 clusters Score -2.465198e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -24652068.000000 Penalty: 6017.080078
	Iteration 15Q: 3 clusters Score -2.465207e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 184880 members 
Entering Unmasked Estep 
Score: -24652142.000000 Penalty: 6017.080078
	Iteration 16Q: 3 clusters Score -2.465214e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 184908 members 
Entering Unmasked Estep 
Score: -24652164.000000 Penalty: 6017.080078
	Iteration 17Q: 3 clusters Score -2.465216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 184928 members 
Entering Unmasked Estep 
Score: -24652186.000000 Penalty: 6017.080078
	Iteration 18Q: 3 clusters Score -2.465219e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -24652244.000000 Penalty: 6017.080078
	Iteration 19Q: 3 clusters Score -2.465224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -24652262.000000 Penalty: 6017.080078
	Iteration 20F: 3 clusters Score -2.465226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -24652308.000000 Penalty: 6017.080078
	Iteration 21Q: 3 clusters Score -2.465231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -24652332.000000 Penalty: 6017.080078
	Iteration 22Q: 3 clusters Score -2.465233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 184942 members 
Entering Unmasked Estep 
Score: -24652344.000000 Penalty: 6017.080078
	Iteration 23Q: 3 clusters Score -2.465234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -24652346.000000 Penalty: 6017.080078
	Iteration 24Q: 3 clusters Score -2.465235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -24652352.000000 Penalty: 6017.080078
	Iteration 25Q: 3 clusters Score -2.465235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -24652370.000000 Penalty: 6017.080078
	Iteration 26Q: 3 clusters Score -2.465237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 184943 members 
Entering Unmasked Estep 
Score: -24652368.000000 Penalty: 6017.080078
	Iteration 27Q: 3 clusters Score -2.465237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -24652362.000000 Penalty: 6017.080078
	Iteration 28Q: 3 clusters Score -2.465236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -24652362.000000 Penalty: 6017.080078
	Iteration 29F: 3 clusters Score -2.465236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -928060.875000 Penalty: 2194.323486
	Iteration 0F: 2 clusters Score -928060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -922213.750000 Penalty: 4388.646973
	Iteration 0F: 3 clusters Score -922213.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -923814.562500 Penalty: 4388.646973
	Iteration 1F: 3 clusters Score -923814.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -924061.000000 Penalty: 4388.646973
	Iteration 2F: 3 clusters Score -924061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -924226.875000 Penalty: 4388.646973
	Iteration 3F: 3 clusters Score -924226.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -924339.312500 Penalty: 4388.646973
	Iteration 4Q: 3 clusters Score -924339.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -924426.687500 Penalty: 4388.646973
	Iteration 5Q: 3 clusters Score -924426.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -924501.062500 Penalty: 4388.646973
	Iteration 6Q: 3 clusters Score -924501.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -924557.750000 Penalty: 4388.646973
	Iteration 7Q: 3 clusters Score -924557.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -924614.062500 Penalty: 4388.646973
	Iteration 8Q: 3 clusters Score -924614.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -924656.687500 Penalty: 4388.646973
	Iteration 9Q: 3 clusters Score -924656.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -924710.875000 Penalty: 4388.646973
	Iteration 10Q: 3 clusters Score -924710.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -924774.250000 Penalty: 4388.646973
	Iteration 11Q: 3 clusters Score -924774.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -924838.250000 Penalty: 4388.646973
	Iteration 12Q: 3 clusters Score -924838.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -924901.562500 Penalty: 4388.646973
	Iteration 13Q: 3 clusters Score -924901.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -924974.375000 Penalty: 4388.646973
	Iteration 14Q: 3 clusters Score -924974.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -925049.500000 Penalty: 4388.646973
	Iteration 15Q: 3 clusters Score -925049.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -925136.812500 Penalty: 4388.646973
	Iteration 16Q: 3 clusters Score -925136.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -925236.937500 Penalty: 4388.646973
	Iteration 17Q: 3 clusters Score -925236.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -925344.750000 Penalty: 4388.646973
	Iteration 18Q: 3 clusters Score -925344.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -925450.375000 Penalty: 4388.646973
	Iteration 19Q: 3 clusters Score -925450.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -925549.000000 Penalty: 4388.646973
	Iteration 20F: 3 clusters Score -925549 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -925640.812500 Penalty: 4388.646973
	Iteration 21Q: 3 clusters Score -925640.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -925730.875000 Penalty: 4388.646973
	Iteration 22Q: 3 clusters Score -925730.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -925796.625000 Penalty: 4388.646973
	Iteration 23Q: 3 clusters Score -925796.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -925851.500000 Penalty: 4388.646973
	Iteration 24Q: 3 clusters Score -925851.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -925899.000000 Penalty: 4388.646973
	Iteration 25Q: 3 clusters Score -925899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -925941.625000 Penalty: 4388.646973
	Iteration 26Q: 3 clusters Score -925941.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -925967.000000 Penalty: 4388.646973
	Iteration 27Q: 3 clusters Score -925967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -925991.500000 Penalty: 4388.646973
	Iteration 28Q: 3 clusters Score -925991.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -926027.875000 Penalty: 4388.646973
	Iteration 29Q: 3 clusters Score -926027.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -926053.250000 Penalty: 4388.646973
	Iteration 30Q: 3 clusters Score -926053.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -926070.625000 Penalty: 4388.646973
	Iteration 31Q: 3 clusters Score -926070.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -926082.750000 Penalty: 4388.646973
	Iteration 32Q: 3 clusters Score -926082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -926089.500000 Penalty: 4388.646973
	Iteration 33Q: 3 clusters Score -926089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -926102.750000 Penalty: 4388.646973
	Iteration 34Q: 3 clusters Score -926102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -926110.437500 Penalty: 4388.646973
	Iteration 35Q: 3 clusters Score -926110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -926120.687500 Penalty: 4388.646973
	Iteration 36Q: 3 clusters Score -926120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -926130.062500 Penalty: 4388.646973
	Iteration 37Q: 3 clusters Score -926130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -926139.500000 Penalty: 4388.646973
	Iteration 38Q: 3 clusters Score -926139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -926145.125000 Penalty: 4388.646973
	Iteration 39Q: 3 clusters Score -926145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -926153.750000 Penalty: 4388.646973
	Iteration 40F: 3 clusters Score -926153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -926163.062500 Penalty: 4388.646973
	Iteration 41Q: 3 clusters Score -926163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -926170.562500 Penalty: 4388.646973
	Iteration 42Q: 3 clusters Score -926170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -926178.062500 Penalty: 4388.646973
	Iteration 43Q: 3 clusters Score -926178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -926185.250000 Penalty: 4388.646973
	Iteration 44Q: 3 clusters Score -926185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -926190.000000 Penalty: 4388.646973
	Iteration 45Q: 3 clusters Score -926190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -926191.562500 Penalty: 4388.646973
	Iteration 46Q: 3 clusters Score -926191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -926196.687500 Penalty: 4388.646973
	Iteration 47Q: 3 clusters Score -926196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -926198.187500 Penalty: 4388.646973
	Iteration 48Q: 3 clusters Score -926198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -926199.250000 Penalty: 4388.646973
	Iteration 49Q: 3 clusters Score -926199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -926199.250000 Penalty: 4388.646973
	Iteration 50F: 3 clusters Score -926199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Entering Unmasked Estep 
Score: -20585724.000000 Penalty: 2962.721924
	Iteration 0F: 2 clusters Score -2.058572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -20486998.000000 Penalty: 5925.443848
	Iteration 0F: 3 clusters Score -2.0487e+07 nChanged 73975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -20530516.000000 Penalty: 5925.443848
	Iteration 1F: 3 clusters Score -2.053052e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -20532148.000000 Penalty: 5925.443848
	Iteration 2Q: 3 clusters Score -2.053215e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -20534730.000000 Penalty: 5925.443848
	Iteration 3Q: 3 clusters Score -2.053473e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -20538884.000000 Penalty: 5925.443848
	Iteration 4F: 3 clusters Score -2.053888e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -20546034.000000 Penalty: 5925.443848
	Iteration 5F: 3 clusters Score -2.054603e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -20556882.000000 Penalty: 5925.443848
	Iteration 6F: 3 clusters Score -2.055688e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 137028 members 
Entering Unmasked Estep 
Score: -20568208.000000 Penalty: 5925.443848
	Iteration 7F: 3 clusters Score -2.056821e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 146722 members 
Entering Unmasked Estep 
Score: -20576800.000000 Penalty: 5925.443848
	Iteration 8F: 3 clusters Score -2.05768e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 151548 members 
Entering Unmasked Estep 
Score: -20580796.000000 Penalty: 5925.443848
	Iteration 9Q: 3 clusters Score -2.05808e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -20582150.000000 Penalty: 5925.443848
	Iteration 10Q: 3 clusters Score -2.058215e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 153697 members 
Entering Unmasked Estep 
Score: -20582678.000000 Penalty: 5925.443848
	Iteration 11Q: 3 clusters Score -2.058268e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -20582858.000000 Penalty: 5925.443848
	Iteration 12Q: 3 clusters Score -2.058286e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -20582958.000000 Penalty: 5925.443848
	Iteration 13Q: 3 clusters Score -2.058296e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 153913 members 
Entering Unmasked Estep 
Score: -20582990.000000 Penalty: 5925.443848
	Iteration 14Q: 3 clusters Score -2.058299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 153922 members 
Entering Unmasked Estep 
Score: -20583010.000000 Penalty: 5925.443848
	Iteration 15Q: 3 clusters Score -2.058301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -20583032.000000 Penalty: 5925.443848
	Iteration 16Q: 3 clusters Score -2.058303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -20583054.000000 Penalty: 5925.443848
	Iteration 17Q: 3 clusters Score -2.058305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -20583056.000000 Penalty: 5925.443848
	Iteration 18Q: 3 clusters Score -2.058306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -20583052.000000 Penalty: 5925.443848
	Iteration 19Q: 3 clusters Score -2.058305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -20583062.000000 Penalty: 5925.443848
	Iteration 20F: 3 clusters Score -2.058306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -20583070.000000 Penalty: 5925.443848
	Iteration 21Q: 3 clusters Score -2.058307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153952 members 
Entering Unmasked Estep 
Score: -20583096.000000 Penalty: 5925.443848
	Iteration 22Q: 3 clusters Score -2.05831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 153953 members 
Entering Unmasked Estep 
Score: -20583092.000000 Penalty: 5925.443848
	Iteration 23Q: 3 clusters Score -2.058309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 153953 members 
Entering Unmasked Estep 
Score: -20583070.000000 Penalty: 5925.443848
	Iteration 24Q: 3 clusters Score -2.058307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -20583070.000000 Penalty: 5925.443848
	Iteration 25Q: 3 clusters Score -2.058307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -20583070.000000 Penalty: 5925.443848
	Iteration 26F: 3 clusters Score -2.058307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -138208.437500 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -138208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -136215.203125 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -136215.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136548.234375 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -136548.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136649.562500 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -136649.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136718.015625 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -136718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136771.000000 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -136771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136810.421875 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -136810.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136840.562500 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -136840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136855.015625 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -136855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136864.281250 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -136864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136869.578125 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -136869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136869.578125 Penalty: 3481.127197
	Iteration 10F: 3 clusters Score -136869.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147230 members 
Entering Unmasked Estep 
Score: -19603142.000000 Penalty: 2951.138428
	Iteration 0F: 2 clusters Score -1.960314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -19507158.000000 Penalty: 5902.276855
	Iteration 0F: 3 clusters Score -1.950716e+07 nChanged 70405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -19548880.000000 Penalty: 5902.276855
	Iteration 1F: 3 clusters Score -1.954888e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -19550298.000000 Penalty: 5902.276855
	Iteration 2Q: 3 clusters Score -1.95503e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -19552316.000000 Penalty: 5902.276855
	Iteration 3Q: 3 clusters Score -1.955232e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -19555114.000000 Penalty: 5902.276855
	Iteration 4Q: 3 clusters Score -1.955511e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -19558666.000000 Penalty: 5902.276855
	Iteration 5Q: 3 clusters Score -1.955867e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -19563014.000000 Penalty: 5902.276855
	Iteration 6F: 3 clusters Score -1.956301e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -19568510.000000 Penalty: 5902.276855
	Iteration 7F: 3 clusters Score -1.956851e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -19574736.000000 Penalty: 5902.276855
	Iteration 8F: 3 clusters Score -1.957474e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -19580016.000000 Penalty: 5902.276855
	Iteration 9F: 3 clusters Score -1.958002e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -19583278.000000 Penalty: 5902.276855
	Iteration 10Q: 3 clusters Score -1.958328e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -19585338.000000 Penalty: 5902.276855
	Iteration 11Q: 3 clusters Score -1.958534e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -19586302.000000 Penalty: 5902.276855
	Iteration 12Q: 3 clusters Score -1.95863e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -19587170.000000 Penalty: 5902.276855
	Iteration 13Q: 3 clusters Score -1.958717e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -19588042.000000 Penalty: 5902.276855
	Iteration 14Q: 3 clusters Score -1.958804e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -19589350.000000 Penalty: 5902.276855
	Iteration 15Q: 3 clusters Score -1.958935e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -19590932.000000 Penalty: 5902.276855
	Iteration 16Q: 3 clusters Score -1.959093e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -19592674.000000 Penalty: 5902.276855
	Iteration 17Q: 3 clusters Score -1.959267e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -19594838.000000 Penalty: 5902.276855
	Iteration 18Q: 3 clusters Score -1.959484e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -19596774.000000 Penalty: 5902.276855
	Iteration 19Q: 3 clusters Score -1.959677e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -19598340.000000 Penalty: 5902.276855
	Iteration 20F: 3 clusters Score -1.959834e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -19599456.000000 Penalty: 5902.276855
	Iteration 21Q: 3 clusters Score -1.959946e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -19600088.000000 Penalty: 5902.276855
	Iteration 22Q: 3 clusters Score -1.960009e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -19600490.000000 Penalty: 5902.276855
	Iteration 23Q: 3 clusters Score -1.960049e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -19600688.000000 Penalty: 5902.276855
	Iteration 24Q: 3 clusters Score -1.960069e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -19600918.000000 Penalty: 5902.276855
	Iteration 25Q: 3 clusters Score -1.960092e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -19600992.000000 Penalty: 5902.276855
	Iteration 26Q: 3 clusters Score -1.960099e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -19601094.000000 Penalty: 5902.276855
	Iteration 27Q: 3 clusters Score -1.960109e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -19601132.000000 Penalty: 5902.276855
	Iteration 28Q: 3 clusters Score -1.960113e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -19601126.000000 Penalty: 5902.276855
	Iteration 29Q: 3 clusters Score -1.960113e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -19601154.000000 Penalty: 5902.276855
	Iteration 30Q: 3 clusters Score -1.960115e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -19601162.000000 Penalty: 5902.276855
	Iteration 31Q: 3 clusters Score -1.960116e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -19601208.000000 Penalty: 5902.276855
	Iteration 32Q: 3 clusters Score -1.960121e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -19601220.000000 Penalty: 5902.276855
	Iteration 33Q: 3 clusters Score -1.960122e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -19601306.000000 Penalty: 5902.276855
	Iteration 34Q: 3 clusters Score -1.960131e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -19601338.000000 Penalty: 5902.276855
	Iteration 35Q: 3 clusters Score -1.960134e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -19601362.000000 Penalty: 5902.276855
	Iteration 36Q: 3 clusters Score -1.960136e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -19601340.000000 Penalty: 5902.276855
	Iteration 37Q: 3 clusters Score -1.960134e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -19601360.000000 Penalty: 5902.276855
	Iteration 38Q: 3 clusters Score -1.960136e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -19601364.000000 Penalty: 5902.276855
	Iteration 39Q: 3 clusters Score -1.960136e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -19601344.000000 Penalty: 5902.276855
	Iteration 40F: 3 clusters Score -1.960134e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -19601360.000000 Penalty: 5902.276855
	Iteration 41Q: 3 clusters Score -1.960136e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -19601368.000000 Penalty: 5902.276855
	Iteration 42Q: 3 clusters Score -1.960137e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -19601356.000000 Penalty: 5902.276855
	Iteration 43Q: 3 clusters Score -1.960136e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -19601364.000000 Penalty: 5902.276855
	Iteration 44Q: 3 clusters Score -1.960136e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -19601352.000000 Penalty: 5902.276855
	Iteration 45Q: 3 clusters Score -1.960135e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -19601366.000000 Penalty: 5902.276855
	Iteration 46Q: 3 clusters Score -1.960137e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 109262 members 
Entering Unmasked Estep 
Score: -19601364.000000 Penalty: 5902.276855
	Iteration 47Q: 3 clusters Score -1.960136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 48Q: 3 clusters Score -1.960139e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
Score: -19601388.000000 Penalty: 5902.276855
	Iteration 49Q: 3 clusters Score -1.960139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -19601386.000000 Penalty: 5902.276855
	Iteration 50Q: 3 clusters Score -1.960139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -19601400.000000 Penalty: 5902.276855
	Iteration 51Q: 3 clusters Score -1.96014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -19601412.000000 Penalty: 5902.276855
	Iteration 52Q: 3 clusters Score -1.960141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -19601400.000000 Penalty: 5902.276855
	Iteration 53Q: 3 clusters Score -1.96014e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -19601380.000000 Penalty: 5902.276855
	Iteration 54Q: 3 clusters Score -1.960138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -19601396.000000 Penalty: 5902.276855
	Iteration 55Q: 3 clusters Score -1.96014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -19601402.000000 Penalty: 5902.276855
	Iteration 56Q: 3 clusters Score -1.96014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -19601388.000000 Penalty: 5902.276855
	Iteration 57Q: 3 clusters Score -1.960139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -19601386.000000 Penalty: 5902.276855
	Iteration 58Q: 3 clusters Score -1.960139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -19601388.000000 Penalty: 5902.276855
	Iteration 59Q: 3 clusters Score -1.960139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 60F: 3 clusters Score -1.960139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -19601410.000000 Penalty: 5902.276855
	Iteration 61Q: 3 clusters Score -1.960141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -19601414.000000 Penalty: 5902.276855
	Iteration 62Q: 3 clusters Score -1.960141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -19601384.000000 Penalty: 5902.276855
	Iteration 63Q: 3 clusters Score -1.960138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -19601400.000000 Penalty: 5902.276855
	Iteration 64Q: 3 clusters Score -1.96014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -19601402.000000 Penalty: 5902.276855
	Iteration 65Q: 3 clusters Score -1.96014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -19601402.000000 Penalty: 5902.276855
	Iteration 66Q: 3 clusters Score -1.96014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 110228 members 
Entering Unmasked Estep 
Score: -19601422.000000 Penalty: 5902.276855
	Iteration 67Q: 3 clusters Score -1.960142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 110261 members 
Entering Unmasked Estep 
Score: -19601416.000000 Penalty: 5902.276855
	Iteration 68Q: 3 clusters Score -1.960142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 110287 members 
Entering Unmasked Estep 
Score: -19601412.000000 Penalty: 5902.276855
	Iteration 69Q: 3 clusters Score -1.960141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -19601400.000000 Penalty: 5902.276855
	Iteration 70Q: 3 clusters Score -1.96014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -19601392.000000 Penalty: 5902.276855
	Iteration 71Q: 3 clusters Score -1.960139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 110319 members 
Entering Unmasked Estep 
Score: -19601390.000000 Penalty: 5902.276855
	Iteration 72Q: 3 clusters Score -1.960139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -19601396.000000 Penalty: 5902.276855
	Iteration 73Q: 3 clusters Score -1.96014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -19601410.000000 Penalty: 5902.276855
	Iteration 74Q: 3 clusters Score -1.960141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -19601410.000000 Penalty: 5902.276855
	Iteration 75Q: 3 clusters Score -1.960141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -19601402.000000 Penalty: 5902.276855
	Iteration 76Q: 3 clusters Score -1.96014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -19601408.000000 Penalty: 5902.276855
	Iteration 77Q: 3 clusters Score -1.960141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -19601390.000000 Penalty: 5902.276855
	Iteration 78Q: 3 clusters Score -1.960139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 79Q: 3 clusters Score -1.960139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -19601392.000000 Penalty: 5902.276855
	Iteration 80F: 3 clusters Score -1.960139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 81Q: 3 clusters Score -1.960139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -19601402.000000 Penalty: 5902.276855
	Iteration 82Q: 3 clusters Score -1.96014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -19601400.000000 Penalty: 5902.276855
	Iteration 83Q: 3 clusters Score -1.96014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
Score: -19601384.000000 Penalty: 5902.276855
	Iteration 84Q: 3 clusters Score -1.960138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -19601392.000000 Penalty: 5902.276855
	Iteration 85Q: 3 clusters Score -1.960139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -19601390.000000 Penalty: 5902.276855
	Iteration 86Q: 3 clusters Score -1.960139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 87Q: 3 clusters Score -1.960139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -19601394.000000 Penalty: 5902.276855
	Iteration 88F: 3 clusters Score -1.960139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -316403.187500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -316403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313530.031250 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -313530 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314007.781250 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -314007.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -314124.187500 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -314124.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -314175.531250 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -314175.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314208.937500 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -314208.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -314231.656250 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -314231.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -314252.250000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -314252.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -314268.281250 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -314268.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314282.375000 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -314282.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -314295.812500 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -314295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -314309.843750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -314309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -314319.875000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -314319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -314330.781250 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -314330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -314338.343750 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -314338.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -314345.250000 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -314345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -314347.937500 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -314347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -314352.875000 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -314352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -314357.781250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -314357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -314361.812500 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -314361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -314363.562500 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -314363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -314364.718750 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -314364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -314364.968750 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -314365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -314365.281250 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -314365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -314365.281250 Penalty: 3846.860596
	Iteration 23F: 3 clusters Score -314365.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -193590.750000 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -193590.8 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 735 members 
Entering Unmasked Estep 
Score: -191292.218750 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -191292.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -191694.359375 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -191694.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191803.203125 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -191803.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -191864.546875 Penalty: 3618.011230
	Iteration 3Q: 3 clusters Score -191864.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -191902.515625 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -191902.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191927.312500 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -191927.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -191945.078125 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -191945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -191951.609375 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -191951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -191956.234375 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -191956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -191961.671875 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -191961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191963.906250 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -191963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191965.609375 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -191965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -191965.609375 Penalty: 3618.011230
	Iteration 12F: 3 clusters Score -191965.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Entering Unmasked Estep 
Score: -23567072.000000 Penalty: 2997.489990
	Iteration 0F: 2 clusters Score -2.356707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -23452806.000000 Penalty: 5994.979980
	Iteration 0F: 3 clusters Score -2.345281e+07 nChanged 85136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -23502112.000000 Penalty: 5994.979980
	Iteration 1F: 3 clusters Score -2.350211e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -23502646.000000 Penalty: 5994.979980
	Iteration 2Q: 3 clusters Score -2.350265e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -23503616.000000 Penalty: 5994.979980
	Iteration 3Q: 3 clusters Score -2.350362e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -23504548.000000 Penalty: 5994.979980
	Iteration 4Q: 3 clusters Score -2.350455e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -23506030.000000 Penalty: 5994.979980
	Iteration 5Q: 3 clusters Score -2.350603e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -23508268.000000 Penalty: 5994.979980
	Iteration 6Q: 3 clusters Score -2.350827e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111050 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -23512404.000000 Penalty: 5994.979980
	Iteration 7Q: 3 clusters Score -2.35124e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121499 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -23519620.000000 Penalty: 5994.979980
	Iteration 8F: 3 clusters Score -2.351962e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -23530016.000000 Penalty: 5994.979980
	Iteration 9F: 3 clusters Score -2.353002e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -23540868.000000 Penalty: 5994.979980
	Iteration 10F: 3 clusters Score -2.354087e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -23549464.000000 Penalty: 5994.979980
	Iteration 11F: 3 clusters Score -2.354946e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -23555236.000000 Penalty: 5994.979980
	Iteration 12Q: 3 clusters Score -2.355524e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -23558468.000000 Penalty: 5994.979980
	Iteration 13Q: 3 clusters Score -2.355847e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -23560620.000000 Penalty: 5994.979980
	Iteration 14Q: 3 clusters Score -2.356062e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173154 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -23561850.000000 Penalty: 5994.979980
	Iteration 15Q: 3 clusters Score -2.356185e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174252 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23562642.000000 Penalty: 5994.979980
	Iteration 16Q: 3 clusters Score -2.356264e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -23563132.000000 Penalty: 5994.979980
	Iteration 17Q: 3 clusters Score -2.356313e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23563484.000000 Penalty: 5994.979980
	Iteration 18Q: 3 clusters Score -2.356348e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23563734.000000 Penalty: 5994.979980
	Iteration 19Q: 3 clusters Score -2.356373e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175986 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23563870.000000 Penalty: 5994.979980
	Iteration 20F: 3 clusters Score -2.356387e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176125 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23563980.000000 Penalty: 5994.979980
	Iteration 21Q: 3 clusters Score -2.356398e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23564076.000000 Penalty: 5994.979980
	Iteration 22Q: 3 clusters Score -2.356408e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176331 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23564102.000000 Penalty: 5994.979980
	Iteration 23Q: 3 clusters Score -2.35641e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176405 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -23564188.000000 Penalty: 5994.979980
	Iteration 24Q: 3 clusters Score -2.356419e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23564228.000000 Penalty: 5994.979980
	Iteration 25Q: 3 clusters Score -2.356423e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23564260.000000 Penalty: 5994.979980
	Iteration 26Q: 3 clusters Score -2.356426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176529 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23564268.000000 Penalty: 5994.979980
	Iteration 27Q: 3 clusters Score -2.356427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176553 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23564290.000000 Penalty: 5994.979980
	Iteration 28Q: 3 clusters Score -2.356429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23564316.000000 Penalty: 5994.979980
	Iteration 29Q: 3 clusters Score -2.356432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23564282.000000 Penalty: 5994.979980
	Iteration 30Q: 3 clusters Score -2.356428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23564294.000000 Penalty: 5994.979980
	Iteration 31Q: 3 clusters Score -2.356429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -23564310.000000 Penalty: 5994.979980
	Iteration 32Q: 3 clusters Score -2.356431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23564314.000000 Penalty: 5994.979980
	Iteration 33Q: 3 clusters Score -2.356431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23564318.000000 Penalty: 5994.979980
	Iteration 34Q: 3 clusters Score -2.356432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23564320.000000 Penalty: 5994.979980
	Iteration 35Q: 3 clusters Score -2.356432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23564310.000000 Penalty: 5994.979980
	Iteration 36Q: 3 clusters Score -2.356431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23564330.000000 Penalty: 5994.979980
	Iteration 37Q: 3 clusters Score -2.356433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -23564334.000000 Penalty: 5994.979980
	Iteration 38Q: 3 clusters Score -2.356433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -23564342.000000 Penalty: 5994.979980
	Iteration 39Q: 3 clusters Score -2.356434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23564332.000000 Penalty: 5994.979980
	Iteration 40F: 3 clusters Score -2.356433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23564346.000000 Penalty: 5994.979980
	Iteration 41Q: 3 clusters Score -2.356435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23564356.000000 Penalty: 5994.979980
	Iteration 42Q: 3 clusters Score -2.356436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176681 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23564368.000000 Penalty: 5994.979980
	Iteration 43Q: 3 clusters Score -2.356437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23564366.000000 Penalty: 5994.979980
	Iteration 44Q: 3 clusters Score -2.356437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23564364.000000 Penalty: 5994.979980
	Iteration 45Q: 3 clusters Score -2.356436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176685 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -23564376.000000 Penalty: 5994.979980
	Iteration 46Q: 3 clusters Score -2.356438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -23564366.000000 Penalty: 5994.979980
	Iteration 47Q: 3 clusters Score -2.356437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23564374.000000 Penalty: 5994.979980
	Iteration 48Q: 3 clusters Score -2.356437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23564368.000000 Penalty: 5994.979980
	Iteration 49Q: 3 clusters Score -2.356437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -23564368.000000 Penalty: 5994.979980
	Iteration 50Q: 3 clusters Score -2.356437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -23564366.000000 Penalty: 5994.979980
	Iteration 51Q: 3 clusters Score -2.356437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -23564366.000000 Penalty: 5994.979980
	Iteration 52Q: 3 clusters Score -2.356437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23564380.000000 Penalty: 5994.979980
	Iteration 53Q: 3 clusters Score -2.356438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -23564394.000000 Penalty: 5994.979980
	Iteration 54Q: 3 clusters Score -2.356439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23564394.000000 Penalty: 5994.979980
	Iteration 55Q: 3 clusters Score -2.356439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23564418.000000 Penalty: 5994.979980
	Iteration 56Q: 3 clusters Score -2.356442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23564404.000000 Penalty: 5994.979980
	Iteration 57Q: 3 clusters Score -2.35644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -23564404.000000 Penalty: 5994.979980
	Iteration 58Q: 3 clusters Score -2.35644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23564414.000000 Penalty: 5994.979980
	Iteration 59Q: 3 clusters Score -2.356441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23564414.000000 Penalty: 5994.979980
	Iteration 60F: 3 clusters Score -2.356441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (57004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Entering Unmasked Estep 
Score: -7657581.000000 Penalty: 2715.817383
	Iteration 0F: 2 clusters Score -7657581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -7619286.000000 Penalty: 5431.634766
	Iteration 0F: 3 clusters Score -7619286 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -7633942.000000 Penalty: 5431.634766
	Iteration 1F: 3 clusters Score -7633942 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -7634450.000000 Penalty: 5431.634766
	Iteration 2Q: 3 clusters Score -7634450 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7635049.500000 Penalty: 5431.634766
	Iteration 3Q: 3 clusters Score -7635050 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -7635789.500000 Penalty: 5431.634766
	Iteration 4Q: 3 clusters Score -7635790 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -7636905.000000 Penalty: 5431.634766
	Iteration 5Q: 3 clusters Score -7636905 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7638787.500000 Penalty: 5431.634766
	Iteration 6F: 3 clusters Score -7638788 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -7641787.500000 Penalty: 5431.634766
	Iteration 7F: 3 clusters Score -7641788 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -7646120.000000 Penalty: 5431.634766
	Iteration 8F: 3 clusters Score -7646120 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7650437.000000 Penalty: 5431.634766
	Iteration 9F: 3 clusters Score -7650437 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7653271.500000 Penalty: 5431.634766
	Iteration 10Q: 3 clusters Score -7653272 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7654432.000000 Penalty: 5431.634766
	Iteration 11Q: 3 clusters Score -7654432 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7654812.000000 Penalty: 5431.634766
	Iteration 12Q: 3 clusters Score -7654812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7654974.500000 Penalty: 5431.634766
	Iteration 13Q: 3 clusters Score -7654974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7655068.000000 Penalty: 5431.634766
	Iteration 14Q: 3 clusters Score -7655068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7655104.500000 Penalty: 5431.634766
	Iteration 15Q: 3 clusters Score -7655104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7655136.000000 Penalty: 5431.634766
	Iteration 16Q: 3 clusters Score -7655136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7655151.500000 Penalty: 5431.634766
	Iteration 17Q: 3 clusters Score -7655152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7655154.000000 Penalty: 5431.634766
	Iteration 18Q: 3 clusters Score -7655154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7655156.000000 Penalty: 5431.634766
	Iteration 19Q: 3 clusters Score -7655156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7655164.000000 Penalty: 5431.634766
	Iteration 20F: 3 clusters Score -7655164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7655171.500000 Penalty: 5431.634766
	Iteration 21Q: 3 clusters Score -7655172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7655180.000000 Penalty: 5431.634766
	Iteration 22Q: 3 clusters Score -7655180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7655187.000000 Penalty: 5431.634766
	Iteration 23Q: 3 clusters Score -7655187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7655192.500000 Penalty: 5431.634766
	Iteration 24Q: 3 clusters Score -7655192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7655197.500000 Penalty: 5431.634766
	Iteration 25Q: 3 clusters Score -7655198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7655193.500000 Penalty: 5431.634766
	Iteration 26Q: 3 clusters Score -7655194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7655201.000000 Penalty: 5431.634766
	Iteration 27Q: 3 clusters Score -7655201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7655199.000000 Penalty: 5431.634766
	Iteration 28Q: 3 clusters Score -7655199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7655205.500000 Penalty: 5431.634766
	Iteration 29Q: 3 clusters Score -7655206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7655211.000000 Penalty: 5431.634766
	Iteration 30Q: 3 clusters Score -7655211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7655211.000000 Penalty: 5431.634766
	Iteration 31F: 3 clusters Score -7655211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -377306.250000 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -377306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -374098.781250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -374098.8 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -377312.625000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -377312.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -380775.187500 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -380775.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -384242.500000 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -384242.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -385951.406250 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -385951.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -386397.593750 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -386397.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386782.156250 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -386782.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -387045.625000 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -387045.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -387386.281250 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -387386.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -387904.250000 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -387904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -387907.312500 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -387907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387908.031250 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -387908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -387909.531250 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -387909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -387910.437500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -387910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -387911.781250 Penalty: 4032.655518
	Iteration 14F: 3 clusters Score -387911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -387919.312500 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -387919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -387919.312500 Penalty: 4032.655518
	Iteration 16F: 3 clusters Score -387919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 118486 members 
Mstep: Class 3 contains 100394 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 7 contains 50846 members 
Mstep: Class 8 contains 25144 members 
Mstep: Class 9 contains 185574 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 147230 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 22 contains 177487 members 
Mstep: Class 23 contains 57004 members 
Mstep: Class 24 contains 2260 members 
Entering Unmasked Estep 
Score: -135217552.000000 Penalty: 54954.660156
Splitting cluster 24 changes total score from -135206912.000000 to -135217552.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 118486 members 
Mstep: Class 3 contains 100394 members 
Mstep: Class 7 contains 50846 members 
Mstep: Class 8 contains 25144 members 
Mstep: Class 9 contains 185574 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 13 contains 154270 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 147230 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 22 contains 177487 members 
Mstep: Class 23 contains 57004 members 
Mstep: Class 24 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135218624.000000 Penalty: 54954.660156
Iteration 39Q: 17 clusters Score -1.352186e+08 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 121445 members 
Mstep: Class 3 contains 98626 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 7 contains 51503 members 
Mstep: Class 8 contains 25009 members 
Mstep: Class 9 contains 184766 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 13 contains 154005 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 147085 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 22 contains 176549 members 
Mstep: Class 23 contains 57424 members 
Mstep: Class 24 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135220304.000000 Penalty: 54954.660156
Iteration 40F: 17 clusters Score -1.352203e+08 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 124376 members 
Mstep: Class 3 contains 96750 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 51899 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 184019 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 13 contains 153614 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146840 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 22 contains 176234 members 
Mstep: Class 23 contains 57701 members 
Mstep: Class 24 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135221952.000000 Penalty: 54954.660156
Iteration 41Q: 17 clusters Score -1.35222e+08 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 127342 members 
Mstep: Class 3 contains 94812 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 52227 members 
Mstep: Class 8 contains 24668 members 
Mstep: Class 9 contains 183307 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 13 contains 153109 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 146546 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 22 contains 176192 members 
Mstep: Class 23 contains 57939 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135222912.000000 Penalty: 54954.660156
Iteration 42Q: 17 clusters Score -1.352229e+08 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 130371 members 
Mstep: Class 3 contains 92723 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 52483 members 
Mstep: Class 8 contains 24495 members 
Mstep: Class 9 contains 182611 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 13 contains 152687 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 146190 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 22 contains 176269 members 
Mstep: Class 23 contains 58136 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135223824.000000 Penalty: 54954.660156
Iteration 43Q: 17 clusters Score -1.352238e+08 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 133328 members 
Mstep: Class 3 contains 90694 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 52717 members 
Mstep: Class 8 contains 24327 members 
Mstep: Class 9 contains 181883 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 13 contains 152301 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 145820 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 22 contains 176345 members 
Mstep: Class 23 contains 58369 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135224560.000000 Penalty: 54954.660156
Iteration 44Q: 17 clusters Score -1.352246e+08 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 136068 members 
Mstep: Class 3 contains 88733 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 52907 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 181239 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 13 contains 152022 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 145476 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 22 contains 176401 members 
Mstep: Class 23 contains 58582 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135225360.000000 Penalty: 54954.660156
Iteration 45Q: 17 clusters Score -1.352254e+08 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 138483 members 
Mstep: Class 3 contains 86844 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53064 members 
Mstep: Class 8 contains 24067 members 
Mstep: Class 9 contains 180658 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 13 contains 151805 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 145247 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 22 contains 176511 members 
Mstep: Class 23 contains 58768 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135226352.000000 Penalty: 54954.660156
Iteration 46Q: 17 clusters Score -1.352264e+08 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 140612 members 
Mstep: Class 3 contains 84994 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53223 members 
Mstep: Class 8 contains 23936 members 
Mstep: Class 9 contains 180064 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 13 contains 151746 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 145067 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 22 contains 176657 members 
Mstep: Class 23 contains 58963 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135226624.000000 Penalty: 54954.660156
Iteration 47Q: 17 clusters Score -1.352266e+08 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 142430 members 
Mstep: Class 3 contains 83272 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53416 members 
Mstep: Class 8 contains 23807 members 
Mstep: Class 9 contains 179457 members 
Mstep: Class 11 contains 6729 members 
Mstep: Class 13 contains 151797 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 144898 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 22 contains 176819 members 
Mstep: Class 23 contains 59170 members 
Mstep: Class 24 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135227440.000000 Penalty: 54954.660156
Iteration 48Q: 17 clusters Score -1.352274e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 143947 members 
Mstep: Class 3 contains 81654 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53597 members 
Mstep: Class 8 contains 23667 members 
Mstep: Class 9 contains 178825 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 13 contains 151935 members 
Mstep: Class 16 contains 1130 members 
Mstep: Class 17 contains 144834 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 22 contains 177058 members 
Mstep: Class 23 contains 59351 members 
Mstep: Class 24 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135227472.000000 Penalty: 54954.660156
Iteration 49Q: 17 clusters Score -1.352275e+08 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 145233 members 
Mstep: Class 3 contains 80028 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53759 members 
Mstep: Class 8 contains 23568 members 
Mstep: Class 9 contains 178263 members 
Mstep: Class 11 contains 6668 members 
Mstep: Class 13 contains 152103 members 
Mstep: Class 16 contains 1129 members 
Mstep: Class 17 contains 144832 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 1712 members 
Mstep: Class 22 contains 177412 members 
Mstep: Class 23 contains 59520 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135228208.000000 Penalty: 54954.660156
Iteration 50Q: 17 clusters Score -1.352282e+08 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 146355 members 
Mstep: Class 3 contains 78345 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 53900 members 
Mstep: Class 8 contains 23489 members 
Mstep: Class 9 contains 177823 members 
Mstep: Class 11 contains 6645 members 
Mstep: Class 13 contains 152275 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 144901 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 22 contains 177783 members 
Mstep: Class 23 contains 59677 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135229008.000000 Penalty: 54954.660156
Iteration 51Q: 17 clusters Score -1.35229e+08 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 147331 members 
Mstep: Class 3 contains 76743 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54010 members 
Mstep: Class 8 contains 23401 members 
Mstep: Class 9 contains 177417 members 
Mstep: Class 11 contains 6613 members 
Mstep: Class 13 contains 152428 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 145002 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 22 contains 178220 members 
Mstep: Class 23 contains 59804 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135229584.000000 Penalty: 54954.660156
Iteration 52Q: 17 clusters Score -1.352296e+08 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 148155 members 
Mstep: Class 3 contains 75181 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54099 members 
Mstep: Class 8 contains 23328 members 
Mstep: Class 9 contains 177131 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 13 contains 152565 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 145107 members 
Mstep: Class 18 contains 4020 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 22 contains 178640 members 
Mstep: Class 23 contains 59909 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135229904.000000 Penalty: 54954.660156
Iteration 53Q: 17 clusters Score -1.352299e+08 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 148856 members 
Mstep: Class 3 contains 73699 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54206 members 
Mstep: Class 8 contains 23248 members 
Mstep: Class 9 contains 176891 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 13 contains 152691 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 145215 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 22 contains 179061 members 
Mstep: Class 23 contains 60007 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230032.000000 Penalty: 54954.660156
Iteration 54Q: 17 clusters Score -1.3523e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 149433 members 
Mstep: Class 3 contains 72260 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54321 members 
Mstep: Class 8 contains 23192 members 
Mstep: Class 9 contains 176693 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 13 contains 152792 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 145362 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 22 contains 179483 members 
Mstep: Class 23 contains 60072 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230080.000000 Penalty: 54954.660156
Iteration 55Q: 17 clusters Score -1.352301e+08 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 149988 members 
Mstep: Class 3 contains 70888 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54445 members 
Mstep: Class 8 contains 23144 members 
Mstep: Class 9 contains 176535 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 13 contains 152929 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 145484 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 22 contains 179806 members 
Mstep: Class 23 contains 60133 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230096.000000 Penalty: 54954.660156
Iteration 56Q: 17 clusters Score -1.352301e+08 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 150568 members 
Mstep: Class 3 contains 69463 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54562 members 
Mstep: Class 8 contains 23097 members 
Mstep: Class 9 contains 176381 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 13 contains 153064 members 
Mstep: Class 16 contains 1125 members 
Mstep: Class 17 contains 145656 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 22 contains 180107 members 
Mstep: Class 23 contains 60171 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230192.000000 Penalty: 54954.660156
Iteration 57Q: 17 clusters Score -1.352302e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 151135 members 
Mstep: Class 3 contains 68014 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54669 members 
Mstep: Class 8 contains 23052 members 
Mstep: Class 9 contains 176298 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 13 contains 153163 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 145790 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 22 contains 180371 members 
Mstep: Class 23 contains 60254 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230704.000000 Penalty: 54954.660156
Iteration 58Q: 17 clusters Score -1.352307e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 151615 members 
Mstep: Class 3 contains 66593 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54786 members 
Mstep: Class 8 contains 23015 members 
Mstep: Class 9 contains 176294 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 13 contains 153249 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 145911 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 22 contains 180592 members 
Mstep: Class 23 contains 60320 members 
Mstep: Class 24 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135230976.000000 Penalty: 54954.660156
Iteration 59Q: 17 clusters Score -1.35231e+08 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 152155 members 
Mstep: Class 3 contains 65135 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54883 members 
Mstep: Class 8 contains 22964 members 
Mstep: Class 9 contains 176390 members 
Mstep: Class 11 contains 6539 members 
Mstep: Class 13 contains 153298 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146003 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 22 contains 180762 members 
Mstep: Class 23 contains 60387 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135231584.000000 Penalty: 54954.660156
Iteration 60F: 17 clusters Score -1.352316e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 152768 members 
Mstep: Class 3 contains 63679 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 54972 members 
Mstep: Class 8 contains 22902 members 
Mstep: Class 9 contains 176513 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 13 contains 153317 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146110 members 
Mstep: Class 18 contains 6293 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 22 contains 180824 members 
Mstep: Class 23 contains 60462 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135232272.000000 Penalty: 54954.660156
Iteration 61Q: 17 clusters Score -1.352323e+08 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 153341 members 
Mstep: Class 3 contains 62291 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55049 members 
Mstep: Class 8 contains 22846 members 
Mstep: Class 9 contains 176647 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 13 contains 153379 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146219 members 
Mstep: Class 18 contains 6673 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 22 contains 180814 members 
Mstep: Class 23 contains 60540 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135232688.000000 Penalty: 54954.660156
Iteration 62Q: 17 clusters Score -1.352327e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 153898 members 
Mstep: Class 3 contains 60902 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 22786 members 
Mstep: Class 9 contains 176856 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 13 contains 153382 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146292 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 22 contains 180818 members 
Mstep: Class 23 contains 60642 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135233648.000000 Penalty: 54954.660156
Iteration 63Q: 17 clusters Score -1.352336e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 154469 members 
Mstep: Class 3 contains 59607 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55130 members 
Mstep: Class 8 contains 22715 members 
Mstep: Class 9 contains 177135 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 13 contains 153408 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 146353 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 22 contains 180728 members 
Mstep: Class 23 contains 60729 members 
Mstep: Class 24 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234208.000000 Penalty: 54954.660156
Iteration 64Q: 17 clusters Score -1.352342e+08 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 154973 members 
Mstep: Class 3 contains 58400 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55170 members 
Mstep: Class 8 contains 22632 members 
Mstep: Class 9 contains 177383 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 13 contains 153410 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146434 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 22 contains 180664 members 
Mstep: Class 23 contains 60843 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234096.000000 Penalty: 54954.660156
Iteration 65Q: 17 clusters Score -1.352341e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 155432 members 
Mstep: Class 3 contains 57260 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55191 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 177685 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 13 contains 153414 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146489 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 22 contains 180610 members 
Mstep: Class 23 contains 60948 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234320.000000 Penalty: 54954.660156
Iteration 66Q: 17 clusters Score -1.352343e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 155816 members 
Mstep: Class 3 contains 56235 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55221 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 177973 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 13 contains 153393 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146584 members 
Mstep: Class 18 contains 8311 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 22 contains 180563 members 
Mstep: Class 23 contains 61044 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234496.000000 Penalty: 54954.660156
Iteration 67Q: 17 clusters Score -1.352345e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 156156 members 
Mstep: Class 3 contains 55281 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55234 members 
Mstep: Class 8 contains 22322 members 
Mstep: Class 9 contains 178324 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 13 contains 153387 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146640 members 
Mstep: Class 18 contains 8559 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 22 contains 180494 members 
Mstep: Class 23 contains 61168 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234320.000000 Penalty: 54954.660156
Iteration 68Q: 17 clusters Score -1.352343e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 156507 members 
Mstep: Class 3 contains 54330 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55264 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 178683 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 13 contains 153363 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146695 members 
Mstep: Class 18 contains 8791 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 22 contains 180424 members 
Mstep: Class 23 contains 61278 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234592.000000 Penalty: 54954.660156
Iteration 69Q: 17 clusters Score -1.352346e+08 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 156776 members 
Mstep: Class 3 contains 53458 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55297 members 
Mstep: Class 8 contains 22110 members 
Mstep: Class 9 contains 179052 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 13 contains 153354 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 146735 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 22 contains 180343 members 
Mstep: Class 23 contains 61376 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234864.000000 Penalty: 54954.660156
Iteration 70Q: 17 clusters Score -1.352349e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 156995 members 
Mstep: Class 3 contains 52675 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55321 members 
Mstep: Class 8 contains 22004 members 
Mstep: Class 9 contains 179418 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 13 contains 153364 members 
Mstep: Class 16 contains 1121 members 
Mstep: Class 17 contains 146783 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 22 contains 180257 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234720.000000 Penalty: 54954.660156
Iteration 71Q: 17 clusters Score -1.352347e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 157132 members 
Mstep: Class 3 contains 52009 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55357 members 
Mstep: Class 8 contains 21879 members 
Mstep: Class 9 contains 179774 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 13 contains 153372 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146859 members 
Mstep: Class 18 contains 9411 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 22 contains 180154 members 
Mstep: Class 23 contains 61533 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234624.000000 Penalty: 54954.660156
Iteration 72Q: 17 clusters Score -1.352346e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 157224 members 
Mstep: Class 3 contains 51418 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55394 members 
Mstep: Class 8 contains 21764 members 
Mstep: Class 9 contains 180155 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 13 contains 153375 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146915 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 22 contains 180040 members 
Mstep: Class 23 contains 61594 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234752.000000 Penalty: 54954.660156
Iteration 73Q: 17 clusters Score -1.352348e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 157291 members 
Mstep: Class 3 contains 50930 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55428 members 
Mstep: Class 8 contains 21674 members 
Mstep: Class 9 contains 180474 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 13 contains 153364 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146964 members 
Mstep: Class 18 contains 9729 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 22 contains 179951 members 
Mstep: Class 23 contains 61653 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234704.000000 Penalty: 54954.660156
Iteration 74Q: 17 clusters Score -1.352347e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 157297 members 
Mstep: Class 3 contains 50533 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55467 members 
Mstep: Class 8 contains 21600 members 
Mstep: Class 9 contains 180806 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 13 contains 153366 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 146962 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 22 contains 179881 members 
Mstep: Class 23 contains 61682 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234864.000000 Penalty: 54954.660156
Iteration 75Q: 17 clusters Score -1.352349e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 157309 members 
Mstep: Class 3 contains 50160 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55511 members 
Mstep: Class 8 contains 21521 members 
Mstep: Class 9 contains 181107 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 13 contains 153344 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 146980 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 22 contains 179809 members 
Mstep: Class 23 contains 61732 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135235024.000000 Penalty: 54954.660156
Iteration 76Q: 17 clusters Score -1.35235e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 157348 members 
Mstep: Class 3 contains 49820 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55544 members 
Mstep: Class 8 contains 21454 members 
Mstep: Class 9 contains 181429 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 13 contains 153309 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 146977 members 
Mstep: Class 18 contains 10064 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 22 contains 179727 members 
Mstep: Class 23 contains 61765 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234784.000000 Penalty: 54954.660156
Iteration 77Q: 17 clusters Score -1.352348e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 157378 members 
Mstep: Class 3 contains 49489 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 7 contains 55559 members 
Mstep: Class 8 contains 21404 members 
Mstep: Class 9 contains 181768 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 13 contains 153292 members 
Mstep: Class 16 contains 1123 members 
Mstep: Class 17 contains 146999 members 
Mstep: Class 18 contains 10143 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 22 contains 179619 members 
Mstep: Class 23 contains 61785 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135234848.000000 Penalty: 54954.660156
Iteration 78Q: 17 clusters Score -1.352348e+08 nChanged 1313
Entering ConstructFrom: 
Score: -135234848.000000 Penalty: 54954.660156
Entering ConstructFrom: 
Trying to split cluster 1 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -549194.625000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -549194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -545103.375000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -545103.4 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -546161.375000 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -546161.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -546541.187500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -546541.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546784.625000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -546784.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -546957.500000 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -546957.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -547108.187500 Penalty: 4151.676758
	Iteration 5F: 3 clusters Score -547108.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -547209.625000 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -547209.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -547294.125000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -547294.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -547355.375000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -547355.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -547405.062500 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -547405.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -547453.750000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -547453.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -547499.750000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -547499.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -547533.875000 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -547533.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -547569.750000 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -547569.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -547599.187500 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -547599.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -547617.625000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -547617.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -547641.187500 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -547641.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -547669.562500 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -547669.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -547690.187500 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -547690.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -547712.125000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -547712.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -547730.562500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -547730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -547743.625000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -547743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -547751.437500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -547751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -547759.187500 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -547759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -547764.812500 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -547764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -547771.000000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -547771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -547781.687500 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -547781.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -547790.187500 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -547790.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -547803.437500 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -547803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -547810.437500 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -547810.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -547813.562500 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -547813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -547819.937500 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -547819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -547823.000000 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -547823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -547823.000000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -547823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -547822.562500 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -547822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -547823.937500 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -547823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -547824.562500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -547824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -547825.562500 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -547825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -547825.937500 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -547825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547826.687500 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -547826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -547826.687500 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -547826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157378 members 
Entering Unmasked Estep 
Score: -21019792.000000 Penalty: 2967.668701
	Iteration 0F: 2 clusters Score -2.101979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -20920022.000000 Penalty: 5935.337402
	Iteration 0F: 3 clusters Score -2.092002e+07 nChanged 75437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -20963622.000000 Penalty: 5935.337402
	Iteration 1F: 3 clusters Score -2.096362e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -20964340.000000 Penalty: 5935.337402
	Iteration 2Q: 3 clusters Score -2.096434e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -20965266.000000 Penalty: 5935.337402
	Iteration 3Q: 3 clusters Score -2.096527e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -20966562.000000 Penalty: 5935.337402
	Iteration 4Q: 3 clusters Score -2.096656e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -20969120.000000 Penalty: 5935.337402
	Iteration 5Q: 3 clusters Score -2.096912e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -20973700.000000 Penalty: 5935.337402
	Iteration 6F: 3 clusters Score -2.09737e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 114765 members 
Entering Unmasked Estep 
Score: -20981530.000000 Penalty: 5935.337402
	Iteration 7F: 3 clusters Score -2.098153e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 128355 members 
Entering Unmasked Estep 
Score: -20992634.000000 Penalty: 5935.337402
	Iteration 8F: 3 clusters Score -2.099263e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -21003688.000000 Penalty: 5935.337402
	Iteration 9F: 3 clusters Score -2.100369e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 149985 members 
Entering Unmasked Estep 
Score: -21011440.000000 Penalty: 5935.337402
	Iteration 10F: 3 clusters Score -2.101144e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -21015030.000000 Penalty: 5935.337402
	Iteration 11Q: 3 clusters Score -2.101503e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -21016364.000000 Penalty: 5935.337402
	Iteration 12Q: 3 clusters Score -2.101636e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -21016906.000000 Penalty: 5935.337402
	Iteration 13Q: 3 clusters Score -2.101691e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -21017090.000000 Penalty: 5935.337402
	Iteration 14Q: 3 clusters Score -2.101709e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 156696 members 
Entering Unmasked Estep 
Score: -21017208.000000 Penalty: 5935.337402
	Iteration 15Q: 3 clusters Score -2.101721e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -21017242.000000 Penalty: 5935.337402
	Iteration 16Q: 3 clusters Score -2.101724e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -21017296.000000 Penalty: 5935.337402
	Iteration 17Q: 3 clusters Score -2.10173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 156818 members 
Entering Unmasked Estep 
Score: -21017288.000000 Penalty: 5935.337402
	Iteration 18Q: 3 clusters Score -2.101729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -21017348.000000 Penalty: 5935.337402
	Iteration 19Q: 3 clusters Score -2.101735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -21017364.000000 Penalty: 5935.337402
	Iteration 20F: 3 clusters Score -2.101736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -21017366.000000 Penalty: 5935.337402
	Iteration 21Q: 3 clusters Score -2.101737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -21017366.000000 Penalty: 5935.337402
	Iteration 22Q: 3 clusters Score -2.101737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -21017404.000000 Penalty: 5935.337402
	Iteration 23Q: 3 clusters Score -2.10174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -21017424.000000 Penalty: 5935.337402
	Iteration 24Q: 3 clusters Score -2.101742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -21017442.000000 Penalty: 5935.337402
	Iteration 25Q: 3 clusters Score -2.101744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -21017474.000000 Penalty: 5935.337402
	Iteration 26Q: 3 clusters Score -2.101747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -21017464.000000 Penalty: 5935.337402
	Iteration 27Q: 3 clusters Score -2.101746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -21017464.000000 Penalty: 5935.337402
	Iteration 28Q: 3 clusters Score -2.101746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -21017464.000000 Penalty: 5935.337402
	Iteration 29Q: 3 clusters Score -2.101746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -21017472.000000 Penalty: 5935.337402
	Iteration 30Q: 3 clusters Score -2.101747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -21017466.000000 Penalty: 5935.337402
	Iteration 31Q: 3 clusters Score -2.101747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -21017478.000000 Penalty: 5935.337402
	Iteration 32Q: 3 clusters Score -2.101748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -21017468.000000 Penalty: 5935.337402
	Iteration 33Q: 3 clusters Score -2.101747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -21017488.000000 Penalty: 5935.337402
	Iteration 34Q: 3 clusters Score -2.101749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -21017496.000000 Penalty: 5935.337402
	Iteration 35Q: 3 clusters Score -2.10175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -21017504.000000 Penalty: 5935.337402
	Iteration 36Q: 3 clusters Score -2.10175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -21017502.000000 Penalty: 5935.337402
	Iteration 37Q: 3 clusters Score -2.10175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -21017506.000000 Penalty: 5935.337402
	Iteration 38Q: 3 clusters Score -2.101751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -21017506.000000 Penalty: 5935.337402
	Iteration 39F: 3 clusters Score -2.101751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Entering Unmasked Estep 
Score: -6616987.000000 Penalty: 2679.300049
	Iteration 0F: 2 clusters Score -6616987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6583824.500000 Penalty: 5358.600098
	Iteration 0F: 3 clusters Score -6583824 nChanged 22748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6596411.000000 Penalty: 5358.600098
	Iteration 1F: 3 clusters Score -6596411 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6596985.500000 Penalty: 5358.600098
	Iteration 2Q: 3 clusters Score -6596986 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -6597591.500000 Penalty: 5358.600098
	Iteration 3Q: 3 clusters Score -6597592 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -6598336.500000 Penalty: 5358.600098
	Iteration 4Q: 3 clusters Score -6598336 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -6599372.500000 Penalty: 5358.600098
	Iteration 5Q: 3 clusters Score -6599372 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -6600959.000000 Penalty: 5358.600098
	Iteration 6F: 3 clusters Score -6600959 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -6603360.500000 Penalty: 5358.600098
	Iteration 7F: 3 clusters Score -6603360 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -6606627.500000 Penalty: 5358.600098
	Iteration 8F: 3 clusters Score -6606628 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -6610175.000000 Penalty: 5358.600098
	Iteration 9F: 3 clusters Score -6610175 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6612621.000000 Penalty: 5358.600098
	Iteration 10F: 3 clusters Score -6612621 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -6613772.000000 Penalty: 5358.600098
	Iteration 11Q: 3 clusters Score -6613772 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6614216.000000 Penalty: 5358.600098
	Iteration 12Q: 3 clusters Score -6614216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -6614426.500000 Penalty: 5358.600098
	Iteration 13Q: 3 clusters Score -6614426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -6614534.500000 Penalty: 5358.600098
	Iteration 14Q: 3 clusters Score -6614534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -6614594.000000 Penalty: 5358.600098
	Iteration 15Q: 3 clusters Score -6614594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -6614626.000000 Penalty: 5358.600098
	Iteration 16Q: 3 clusters Score -6614626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -6614644.500000 Penalty: 5358.600098
	Iteration 17Q: 3 clusters Score -6614644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -6614646.000000 Penalty: 5358.600098
	Iteration 18Q: 3 clusters Score -6614646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6614656.000000 Penalty: 5358.600098
	Iteration 19Q: 3 clusters Score -6614656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6614660.000000 Penalty: 5358.600098
	Iteration 20F: 3 clusters Score -6614660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -6614660.500000 Penalty: 5358.600098
	Iteration 21Q: 3 clusters Score -6614660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -6614660.500000 Penalty: 5358.600098
	Iteration 22F: 3 clusters Score -6614660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -131141.921875 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -131141.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129370.476562 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -129370.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131020.609375 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -131020.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -132403.906250 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -132403.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -132982.687500 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -132982.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -133641.109375 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -133641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -133992.718750 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -133992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -134060.703125 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -134060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -134060.703125 Penalty: 3489.929688
	Iteration 7F: 3 clusters Score -134060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 157378 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 7 contains 55567 members 
Mstep: Class 8 contains 21358 members 
Mstep: Class 9 contains 182093 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 13 contains 153276 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 147024 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 22 contains 179516 members 
Mstep: Class 23 contains 61804 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
Score: -135236016.000000 Penalty: 58389.324219
Splitting cluster 4 changes total score from -135234848.000000 to -135236016.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (55567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Entering Unmasked Estep 
Score: -7198924.500000 Penalty: 2709.485352
	Iteration 0F: 2 clusters Score -7198924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -7161592.500000 Penalty: 5418.970703
	Iteration 0F: 3 clusters Score -7161592 nChanged 25787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -7176068.000000 Penalty: 5418.970703
	Iteration 1F: 3 clusters Score -7176068 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -7176639.500000 Penalty: 5418.970703
	Iteration 2Q: 3 clusters Score -7176640 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -7177261.000000 Penalty: 5418.970703
	Iteration 3Q: 3 clusters Score -7177261 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -7178032.500000 Penalty: 5418.970703
	Iteration 4Q: 3 clusters Score -7178032 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7179154.500000 Penalty: 5418.970703
	Iteration 5Q: 3 clusters Score -7179154 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -7180850.500000 Penalty: 5418.970703
	Iteration 6F: 3 clusters Score -7180850 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -7183533.500000 Penalty: 5418.970703
	Iteration 7F: 3 clusters Score -7183534 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7187328.000000 Penalty: 5418.970703
	Iteration 8F: 3 clusters Score -7187328 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7191432.000000 Penalty: 5418.970703
	Iteration 9F: 3 clusters Score -7191432 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7194418.500000 Penalty: 5418.970703
	Iteration 10F: 3 clusters Score -7194418 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7195878.000000 Penalty: 5418.970703
	Iteration 11Q: 3 clusters Score -7195878 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7196399.000000 Penalty: 5418.970703
	Iteration 12Q: 3 clusters Score -7196399 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7196560.500000 Penalty: 5418.970703
	Iteration 13Q: 3 clusters Score -7196560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7196647.500000 Penalty: 5418.970703
	Iteration 14Q: 3 clusters Score -7196648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7196685.500000 Penalty: 5418.970703
	Iteration 15Q: 3 clusters Score -7196686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7196718.500000 Penalty: 5418.970703
	Iteration 16Q: 3 clusters Score -7196718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7196735.500000 Penalty: 5418.970703
	Iteration 17Q: 3 clusters Score -7196736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7196738.500000 Penalty: 5418.970703
	Iteration 18Q: 3 clusters Score -7196738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7196748.500000 Penalty: 5418.970703
	Iteration 19Q: 3 clusters Score -7196748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7196751.000000 Penalty: 5418.970703
	Iteration 20F: 3 clusters Score -7196751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7196750.500000 Penalty: 5418.970703
	Iteration 21Q: 3 clusters Score -7196750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7196756.500000 Penalty: 5418.970703
	Iteration 22Q: 3 clusters Score -7196756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7196761.500000 Penalty: 5418.970703
	Iteration 23Q: 3 clusters Score -7196762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7196761.500000 Penalty: 5418.970703
	Iteration 24F: 3 clusters Score -7196762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -2699924.000000 Penalty: 2472.357178
	Iteration 0F: 2 clusters Score -2699924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2685015.500000 Penalty: 4944.714355
	Iteration 0F: 3 clusters Score -2685016 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2690502.500000 Penalty: 4944.714355
	Iteration 1F: 3 clusters Score -2690502 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2691444.500000 Penalty: 4944.714355
	Iteration 2F: 3 clusters Score -2691444 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2692164.250000 Penalty: 4944.714355
	Iteration 3F: 3 clusters Score -2692164 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2692717.750000 Penalty: 4944.714355
	Iteration 4F: 3 clusters Score -2692718 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2693203.000000 Penalty: 4944.714355
	Iteration 5F: 3 clusters Score -2693203 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2693743.750000 Penalty: 4944.714355
	Iteration 6Q: 3 clusters Score -2693744 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2694447.750000 Penalty: 4944.714355
	Iteration 7F: 3 clusters Score -2694448 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2695356.000000 Penalty: 4944.714355
	Iteration 8F: 3 clusters Score -2695356 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2696470.750000 Penalty: 4944.714355
	Iteration 9F: 3 clusters Score -2696471 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2697678.000000 Penalty: 4944.714355
	Iteration 10F: 3 clusters Score -2697678 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2698765.500000 Penalty: 4944.714355
	Iteration 11F: 3 clusters Score -2698766 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2699594.250000 Penalty: 4944.714355
	Iteration 12Q: 3 clusters Score -2699594 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2700318.750000 Penalty: 4944.714355
	Iteration 13Q: 3 clusters Score -2700319 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2700900.750000 Penalty: 4944.714355
	Iteration 14Q: 3 clusters Score -2700901 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2701374.500000 Penalty: 4944.714355
	Iteration 15Q: 3 clusters Score -2701374 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2701705.250000 Penalty: 4944.714355
	Iteration 16Q: 3 clusters Score -2701705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2701846.250000 Penalty: 4944.714355
	Iteration 17Q: 3 clusters Score -2701846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2701864.750000 Penalty: 4944.714355
	Iteration 18Q: 3 clusters Score -2701865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2701876.000000 Penalty: 4944.714355
	Iteration 19Q: 3 clusters Score -2701876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2701873.000000 Penalty: 4944.714355
	Iteration 20F: 3 clusters Score -2701873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2701871.250000 Penalty: 4944.714355
	Iteration 21Q: 3 clusters Score -2701871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2701880.750000 Penalty: 4944.714355
	Iteration 22Q: 3 clusters Score -2701881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2701880.750000 Penalty: 4944.714355
	Iteration 23F: 3 clusters Score -2701881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 157378 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 55567 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 182093 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 13 contains 153276 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 147024 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 22 contains 179516 members 
Mstep: Class 23 contains 61804 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
Score: -135237392.000000 Penalty: 61823.992188
Splitting cluster 8 changes total score from -135234848.000000 to -135237392.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (182093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182093 members 
Entering Unmasked Estep 
Score: -24193130.000000 Penalty: 3003.843750
	Iteration 0F: 2 clusters Score -2.419313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -24074336.000000 Penalty: 6007.687500
	Iteration 0F: 3 clusters Score -2.407434e+07 nChanged 87247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -24125486.000000 Penalty: 6007.687500
	Iteration 1F: 3 clusters Score -2.412549e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -24126108.000000 Penalty: 6007.687500
	Iteration 2Q: 3 clusters Score -2.412611e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -24127124.000000 Penalty: 6007.687500
	Iteration 3Q: 3 clusters Score -2.412712e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -24128162.000000 Penalty: 6007.687500
	Iteration 4Q: 3 clusters Score -2.412816e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 94777 members 
Entering Unmasked Estep 
Score: -24129902.000000 Penalty: 6007.687500
	Iteration 5Q: 3 clusters Score -2.41299e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -24132168.000000 Penalty: 6007.687500
	Iteration 6Q: 3 clusters Score -2.413217e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -24136070.000000 Penalty: 6007.687500
	Iteration 7Q: 3 clusters Score -2.413607e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -24142336.000000 Penalty: 6007.687500
	Iteration 8F: 3 clusters Score -2.414234e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -24151872.000000 Penalty: 6007.687500
	Iteration 9F: 3 clusters Score -2.415187e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -24161660.000000 Penalty: 6007.687500
	Iteration 10F: 3 clusters Score -2.416166e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -24167202.000000 Penalty: 6007.687500
	Iteration 11F: 3 clusters Score -2.41672e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -24169266.000000 Penalty: 6007.687500
	Iteration 12Q: 3 clusters Score -2.416927e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -24170322.000000 Penalty: 6007.687500
	Iteration 13Q: 3 clusters Score -2.417032e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -24171370.000000 Penalty: 6007.687500
	Iteration 14Q: 3 clusters Score -2.417137e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -24172498.000000 Penalty: 6007.687500
	Iteration 15Q: 3 clusters Score -2.41725e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 125119 members 
Entering Unmasked Estep 
Score: -24173560.000000 Penalty: 6007.687500
	Iteration 16Q: 3 clusters Score -2.417356e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 127700 members 
Entering Unmasked Estep 
Score: -24174572.000000 Penalty: 6007.687500
	Iteration 17Q: 3 clusters Score -2.417457e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -24175664.000000 Penalty: 6007.687500
	Iteration 18Q: 3 clusters Score -2.417566e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 132807 members 
Entering Unmasked Estep 
Score: -24176838.000000 Penalty: 6007.687500
	Iteration 19Q: 3 clusters Score -2.417684e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 135348 members 
Entering Unmasked Estep 
Score: -24177932.000000 Penalty: 6007.687500
	Iteration 20F: 3 clusters Score -2.417793e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -24179152.000000 Penalty: 6007.687500
	Iteration 21Q: 3 clusters Score -2.417915e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -24180130.000000 Penalty: 6007.687500
	Iteration 22Q: 3 clusters Score -2.418013e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -24181120.000000 Penalty: 6007.687500
	Iteration 23Q: 3 clusters Score -2.418112e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -24182058.000000 Penalty: 6007.687500
	Iteration 24Q: 3 clusters Score -2.418206e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -24182952.000000 Penalty: 6007.687500
	Iteration 25Q: 3 clusters Score -2.418295e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 148910 members 
Entering Unmasked Estep 
Score: -24183640.000000 Penalty: 6007.687500
	Iteration 26Q: 3 clusters Score -2.418364e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 150846 members 
Entering Unmasked Estep 
Score: -24184152.000000 Penalty: 6007.687500
	Iteration 27Q: 3 clusters Score -2.418415e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 152747 members 
Entering Unmasked Estep 
Score: -24184870.000000 Penalty: 6007.687500
	Iteration 28Q: 3 clusters Score -2.418487e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -24185348.000000 Penalty: 6007.687500
	Iteration 29Q: 3 clusters Score -2.418535e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 156343 members 
Entering Unmasked Estep 
Score: -24185858.000000 Penalty: 6007.687500
	Iteration 30Q: 3 clusters Score -2.418586e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -24186438.000000 Penalty: 6007.687500
	Iteration 31Q: 3 clusters Score -2.418644e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 159968 members 
Entering Unmasked Estep 
Score: -24186972.000000 Penalty: 6007.687500
	Iteration 32Q: 3 clusters Score -2.418697e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 161693 members 
Entering Unmasked Estep 
Score: -24187362.000000 Penalty: 6007.687500
	Iteration 33Q: 3 clusters Score -2.418736e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 163334 members 
Entering Unmasked Estep 
Score: -24187624.000000 Penalty: 6007.687500
	Iteration 34Q: 3 clusters Score -2.418762e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -24188050.000000 Penalty: 6007.687500
	Iteration 35Q: 3 clusters Score -2.418805e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -24188434.000000 Penalty: 6007.687500
	Iteration 36Q: 3 clusters Score -2.418843e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -24188784.000000 Penalty: 6007.687500
	Iteration 37Q: 3 clusters Score -2.418878e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -24189092.000000 Penalty: 6007.687500
	Iteration 38Q: 3 clusters Score -2.418909e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 170390 members 
Entering Unmasked Estep 
Score: -24189354.000000 Penalty: 6007.687500
	Iteration 39Q: 3 clusters Score -2.418935e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -24189592.000000 Penalty: 6007.687500
	Iteration 40F: 3 clusters Score -2.418959e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 172435 members 
Entering Unmasked Estep 
Score: -24189798.000000 Penalty: 6007.687500
	Iteration 41Q: 3 clusters Score -2.41898e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 173290 members 
Entering Unmasked Estep 
Score: -24189866.000000 Penalty: 6007.687500
	Iteration 42Q: 3 clusters Score -2.418987e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -24189884.000000 Penalty: 6007.687500
	Iteration 43Q: 3 clusters Score -2.418988e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -24190018.000000 Penalty: 6007.687500
	Iteration 44Q: 3 clusters Score -2.419002e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -24190112.000000 Penalty: 6007.687500
	Iteration 45Q: 3 clusters Score -2.419011e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -24190236.000000 Penalty: 6007.687500
	Iteration 46Q: 3 clusters Score -2.419024e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 176690 members 
Entering Unmasked Estep 
Score: -24190400.000000 Penalty: 6007.687500
	Iteration 47Q: 3 clusters Score -2.41904e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -24190480.000000 Penalty: 6007.687500
	Iteration 48Q: 3 clusters Score -2.419048e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -24190570.000000 Penalty: 6007.687500
	Iteration 49Q: 3 clusters Score -2.419057e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -24190582.000000 Penalty: 6007.687500
	Iteration 50Q: 3 clusters Score -2.419058e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -24190644.000000 Penalty: 6007.687500
	Iteration 51Q: 3 clusters Score -2.419064e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 178560 members 
Entering Unmasked Estep 
Score: -24190660.000000 Penalty: 6007.687500
	Iteration 52Q: 3 clusters Score -2.419066e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 178806 members 
Entering Unmasked Estep 
Score: -24190748.000000 Penalty: 6007.687500
	Iteration 53Q: 3 clusters Score -2.419075e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -24190796.000000 Penalty: 6007.687500
	Iteration 54Q: 3 clusters Score -2.41908e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -24190836.000000 Penalty: 6007.687500
	Iteration 55Q: 3 clusters Score -2.419084e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 179372 members 
Entering Unmasked Estep 
Score: -24190846.000000 Penalty: 6007.687500
	Iteration 56Q: 3 clusters Score -2.419085e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -24190880.000000 Penalty: 6007.687500
	Iteration 57Q: 3 clusters Score -2.419088e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 179654 members 
Entering Unmasked Estep 
Score: -24190950.000000 Penalty: 6007.687500
	Iteration 58Q: 3 clusters Score -2.419095e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 179753 members 
Entering Unmasked Estep 
Score: -24190938.000000 Penalty: 6007.687500
	Iteration 59Q: 3 clusters Score -2.419094e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -24190970.000000 Penalty: 6007.687500
	Iteration 60F: 3 clusters Score -2.419097e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -24190958.000000 Penalty: 6007.687500
	Iteration 61Q: 3 clusters Score -2.419096e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 180006 members 
Entering Unmasked Estep 
Score: -24190968.000000 Penalty: 6007.687500
	Iteration 62Q: 3 clusters Score -2.419097e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -24190970.000000 Penalty: 6007.687500
	Iteration 63Q: 3 clusters Score -2.419097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -24190986.000000 Penalty: 6007.687500
	Iteration 64Q: 3 clusters Score -2.419099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 180169 members 
Entering Unmasked Estep 
Score: -24190966.000000 Penalty: 6007.687500
	Iteration 65Q: 3 clusters Score -2.419097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 180211 members 
Entering Unmasked Estep 
Score: -24190964.000000 Penalty: 6007.687500
	Iteration 66Q: 3 clusters Score -2.419096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -24190964.000000 Penalty: 6007.687500
	Iteration 67Q: 3 clusters Score -2.419096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -24190934.000000 Penalty: 6007.687500
	Iteration 68Q: 3 clusters Score -2.419093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -24190962.000000 Penalty: 6007.687500
	Iteration 69Q: 3 clusters Score -2.419096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -24190980.000000 Penalty: 6007.687500
	Iteration 70Q: 3 clusters Score -2.419098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -24190984.000000 Penalty: 6007.687500
	Iteration 71Q: 3 clusters Score -2.419098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 180333 members 
Entering Unmasked Estep 
Score: -24190990.000000 Penalty: 6007.687500
	Iteration 72Q: 3 clusters Score -2.419099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 180344 members 
Entering Unmasked Estep 
Score: -24190980.000000 Penalty: 6007.687500
	Iteration 73Q: 3 clusters Score -2.419098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 180355 members 
Entering Unmasked Estep 
Score: -24190972.000000 Penalty: 6007.687500
	Iteration 74Q: 3 clusters Score -2.419097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -24190966.000000 Penalty: 6007.687500
	Iteration 75Q: 3 clusters Score -2.419097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 180378 members 
Entering Unmasked Estep 
Score: -24190982.000000 Penalty: 6007.687500
	Iteration 76Q: 3 clusters Score -2.419098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 180387 members 
Entering Unmasked Estep 
Score: -24190978.000000 Penalty: 6007.687500
	Iteration 77Q: 3 clusters Score -2.419098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 180396 members 
Entering Unmasked Estep 
Score: -24190970.000000 Penalty: 6007.687500
	Iteration 78Q: 3 clusters Score -2.419097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -24190972.000000 Penalty: 6007.687500
	Iteration 79Q: 3 clusters Score -2.419097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -24190974.000000 Penalty: 6007.687500
	Iteration 80F: 3 clusters Score -2.419097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -24190976.000000 Penalty: 6007.687500
	Iteration 81Q: 3 clusters Score -2.419098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 180406 members 
Entering Unmasked Estep 
Score: -24190966.000000 Penalty: 6007.687500
	Iteration 82Q: 3 clusters Score -2.419097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -24190968.000000 Penalty: 6007.687500
	Iteration 83Q: 3 clusters Score -2.419097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -24190976.000000 Penalty: 6007.687500
	Iteration 84Q: 3 clusters Score -2.419098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -24190976.000000 Penalty: 6007.687500
	Iteration 85Q: 3 clusters Score -2.419098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 180416 members 
Entering Unmasked Estep 
Score: -24190984.000000 Penalty: 6007.687500
	Iteration 86Q: 3 clusters Score -2.419098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -24190992.000000 Penalty: 6007.687500
	Iteration 87Q: 3 clusters Score -2.419099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -24190984.000000 Penalty: 6007.687500
	Iteration 88Q: 3 clusters Score -2.419098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 180422 members 
Entering Unmasked Estep 
Score: -24190984.000000 Penalty: 6007.687500
	Iteration 89Q: 3 clusters Score -2.419098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -24190982.000000 Penalty: 6007.687500
	Iteration 90Q: 3 clusters Score -2.419098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 180431 members 
Entering Unmasked Estep 
Score: -24190990.000000 Penalty: 6007.687500
	Iteration 91Q: 3 clusters Score -2.419099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 180432 members 
Entering Unmasked Estep 
Score: -24191000.000000 Penalty: 6007.687500
	Iteration 92Q: 3 clusters Score -2.4191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 180433 members 
Entering Unmasked Estep 
Score: -24190998.000000 Penalty: 6007.687500
	Iteration 93Q: 3 clusters Score -2.4191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 180438 members 
Entering Unmasked Estep 
Score: -24191004.000000 Penalty: 6007.687500
	Iteration 94Q: 3 clusters Score -2.4191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 180442 members 
Entering Unmasked Estep 
Score: -24190998.000000 Penalty: 6007.687500
	Iteration 95Q: 3 clusters Score -2.4191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 180449 members 
Entering Unmasked Estep 
Score: -24191000.000000 Penalty: 6007.687500
	Iteration 96Q: 3 clusters Score -2.4191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 180457 members 
Entering Unmasked Estep 
Score: -24190978.000000 Penalty: 6007.687500
	Iteration 97Q: 3 clusters Score -2.419098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 180465 members 
Entering Unmasked Estep 
Score: -24190996.000000 Penalty: 6007.687500
	Iteration 98Q: 3 clusters Score -2.4191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -24191000.000000 Penalty: 6007.687500
	Iteration 99Q: 3 clusters Score -2.4191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 180475 members 
Entering Unmasked Estep 
Score: -24191002.000000 Penalty: 6007.687500
	Iteration 100F: 3 clusters Score -2.4191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 180479 members 
Entering Unmasked Estep 
Score: -24190998.000000 Penalty: 6007.687500
	Iteration 101Q: 3 clusters Score -2.4191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -24191008.000000 Penalty: 6007.687500
	Iteration 102Q: 3 clusters Score -2.419101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 180486 members 
Entering Unmasked Estep 
Score: -24191000.000000 Penalty: 6007.687500
	Iteration 103Q: 3 clusters Score -2.4191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -24191002.000000 Penalty: 6007.687500
	Iteration 104Q: 3 clusters Score -2.4191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -24190998.000000 Penalty: 6007.687500
	Iteration 105Q: 3 clusters Score -2.4191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 180501 members 
Entering Unmasked Estep 
Score: -24191012.000000 Penalty: 6007.687500
	Iteration 106Q: 3 clusters Score -2.419101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -24191022.000000 Penalty: 6007.687500
	Iteration 107Q: 3 clusters Score -2.419102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 180505 members 
Entering Unmasked Estep 
Score: -24191026.000000 Penalty: 6007.687500
	Iteration 108Q: 3 clusters Score -2.419103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -24191018.000000 Penalty: 6007.687500
	Iteration 109Q: 3 clusters Score -2.419102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -24191018.000000 Penalty: 6007.687500
	Iteration 110F: 3 clusters Score -2.419102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -875657.437500 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -875657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -870125.812500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -870125.8 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -871543.875000 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -871543.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -871771.687500 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -871771.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -871911.062500 Penalty: 4359.142090
	Iteration 3Q: 3 clusters Score -871911.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -872004.687500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -872004.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -872063.750000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -872063.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -872116.375000 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -872116.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -872169.750000 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -872169.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -872205.500000 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -872205.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -872232.500000 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -872232.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -872262.625000 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -872262.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -872292.250000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -872292.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -872324.187500 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -872324.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -872361.312500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -872361.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -872398.562500 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -872398.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -872445.875000 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -872445.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -872500.312500 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -872500.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -872560.375000 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -872560.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -872621.687500 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -872621.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -872691.187500 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -872691.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -872766.250000 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -872766.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -872853.000000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -872853 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -872951.250000 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -872951.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -873037.812500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -873037.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -873119.062500 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -873119.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -873193.125000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -873193.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -873251.500000 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -873251.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -873305.125000 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -873305.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -873351.500000 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -873351.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -873393.562500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -873393.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -873436.000000 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -873436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -873475.250000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -873475.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -873509.437500 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -873509.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -873540.000000 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -873540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -873574.125000 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -873574.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -873599.750000 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -873599.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -873625.500000 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -873625.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -873645.062500 Penalty: 4359.142090
	Iteration 37Q: 3 clusters Score -873645.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -873665.250000 Penalty: 4359.142090
	Iteration 38Q: 3 clusters Score -873665.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -873683.625000 Penalty: 4359.142090
	Iteration 39Q: 3 clusters Score -873683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -873696.812500 Penalty: 4359.142090
	Iteration 40F: 3 clusters Score -873696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -873708.125000 Penalty: 4359.142090
	Iteration 41Q: 3 clusters Score -873708.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -873722.375000 Penalty: 4359.142090
	Iteration 42Q: 3 clusters Score -873722.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -873729.937500 Penalty: 4359.142090
	Iteration 43Q: 3 clusters Score -873729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -873738.250000 Penalty: 4359.142090
	Iteration 44Q: 3 clusters Score -873738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -873740.000000 Penalty: 4359.142090
	Iteration 45Q: 3 clusters Score -873740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -873742.500000 Penalty: 4359.142090
	Iteration 46Q: 3 clusters Score -873742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -873746.687500 Penalty: 4359.142090
	Iteration 47Q: 3 clusters Score -873746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -873746.687500 Penalty: 4359.142090
	Iteration 48F: 3 clusters Score -873746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Entering Unmasked Estep 
Score: -20461168.000000 Penalty: 2961.118896
	Iteration 0F: 2 clusters Score -2.046117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -20363434.000000 Penalty: 5922.237793
	Iteration 0F: 3 clusters Score -2.036343e+07 nChanged 73082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -20406196.000000 Penalty: 5922.237793
	Iteration 1F: 3 clusters Score -2.04062e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -20407292.000000 Penalty: 5922.237793
	Iteration 2Q: 3 clusters Score -2.040729e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -20408624.000000 Penalty: 5922.237793
	Iteration 3Q: 3 clusters Score -2.040862e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -20410442.000000 Penalty: 5922.237793
	Iteration 4Q: 3 clusters Score -2.041044e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -20413038.000000 Penalty: 5922.237793
	Iteration 5Q: 3 clusters Score -2.041304e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -20417010.000000 Penalty: 5922.237793
	Iteration 6F: 3 clusters Score -2.041701e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -20423174.000000 Penalty: 5922.237793
	Iteration 7F: 3 clusters Score -2.042317e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -20431520.000000 Penalty: 5922.237793
	Iteration 8F: 3 clusters Score -2.043152e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -20440084.000000 Penalty: 5922.237793
	Iteration 9F: 3 clusters Score -2.044008e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -20447518.000000 Penalty: 5922.237793
	Iteration 10F: 3 clusters Score -2.044752e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145593 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -20452512.000000 Penalty: 5922.237793
	Iteration 11Q: 3 clusters Score -2.045251e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20455266.000000 Penalty: 5922.237793
	Iteration 12Q: 3 clusters Score -2.045527e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150870 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20456836.000000 Penalty: 5922.237793
	Iteration 13Q: 3 clusters Score -2.045684e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20457556.000000 Penalty: 5922.237793
	Iteration 14Q: 3 clusters Score -2.045756e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20457980.000000 Penalty: 5922.237793
	Iteration 15Q: 3 clusters Score -2.045798e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20458174.000000 Penalty: 5922.237793
	Iteration 16Q: 3 clusters Score -2.045817e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20458298.000000 Penalty: 5922.237793
	Iteration 17Q: 3 clusters Score -2.04583e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -20458370.000000 Penalty: 5922.237793
	Iteration 18Q: 3 clusters Score -2.045837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20458424.000000 Penalty: 5922.237793
	Iteration 19Q: 3 clusters Score -2.045842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -20458474.000000 Penalty: 5922.237793
	Iteration 20F: 3 clusters Score -2.045847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20458484.000000 Penalty: 5922.237793
	Iteration 21Q: 3 clusters Score -2.045848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20458490.000000 Penalty: 5922.237793
	Iteration 22Q: 3 clusters Score -2.045849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20458512.000000 Penalty: 5922.237793
	Iteration 23Q: 3 clusters Score -2.045851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20458518.000000 Penalty: 5922.237793
	Iteration 24Q: 3 clusters Score -2.045852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20458522.000000 Penalty: 5922.237793
	Iteration 25Q: 3 clusters Score -2.045852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20458520.000000 Penalty: 5922.237793
	Iteration 26Q: 3 clusters Score -2.045852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20458524.000000 Penalty: 5922.237793
	Iteration 27Q: 3 clusters Score -2.045852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20458532.000000 Penalty: 5922.237793
	Iteration 28Q: 3 clusters Score -2.045853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20458514.000000 Penalty: 5922.237793
	Iteration 29Q: 3 clusters Score -2.045851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20458528.000000 Penalty: 5922.237793
	Iteration 30Q: 3 clusters Score -2.045853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20458512.000000 Penalty: 5922.237793
	Iteration 31Q: 3 clusters Score -2.045851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20458514.000000 Penalty: 5922.237793
	Iteration 32Q: 3 clusters Score -2.045851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20458530.000000 Penalty: 5922.237793
	Iteration 33Q: 3 clusters Score -2.045853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20458532.000000 Penalty: 5922.237793
	Iteration 34Q: 3 clusters Score -2.045853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20458534.000000 Penalty: 5922.237793
	Iteration 35Q: 3 clusters Score -2.045853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20458544.000000 Penalty: 5922.237793
	Iteration 36Q: 3 clusters Score -2.045854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20458556.000000 Penalty: 5922.237793
	Iteration 37Q: 3 clusters Score -2.045856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20458564.000000 Penalty: 5922.237793
	Iteration 38Q: 3 clusters Score -2.045856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20458568.000000 Penalty: 5922.237793
	Iteration 39Q: 3 clusters Score -2.045857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20458566.000000 Penalty: 5922.237793
	Iteration 40F: 3 clusters Score -2.045857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20458574.000000 Penalty: 5922.237793
	Iteration 41Q: 3 clusters Score -2.045857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20458576.000000 Penalty: 5922.237793
	Iteration 42Q: 3 clusters Score -2.045858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20458576.000000 Penalty: 5922.237793
	Iteration 43Q: 3 clusters Score -2.045858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20458576.000000 Penalty: 5922.237793
	Iteration 44Q: 3 clusters Score -2.045858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20458580.000000 Penalty: 5922.237793
	Iteration 45Q: 3 clusters Score -2.045858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20458578.000000 Penalty: 5922.237793
	Iteration 46Q: 3 clusters Score -2.045858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152741 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20458580.000000 Penalty: 5922.237793
	Iteration 47Q: 3 clusters Score -2.045858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152742 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20458588.000000 Penalty: 5922.237793
	Iteration 48Q: 3 clusters Score -2.045859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20458578.000000 Penalty: 5922.237793
	Iteration 49Q: 3 clusters Score -2.045858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20458572.000000 Penalty: 5922.237793
	Iteration 50Q: 3 clusters Score -2.045857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152749 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20458572.000000 Penalty: 5922.237793
	Iteration 51Q: 3 clusters Score -2.045857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20458584.000000 Penalty: 5922.237793
	Iteration 52Q: 3 clusters Score -2.045858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20458580.000000 Penalty: 5922.237793
	Iteration 53Q: 3 clusters Score -2.045858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20458594.000000 Penalty: 5922.237793
	Iteration 54Q: 3 clusters Score -2.045859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20458610.000000 Penalty: 5922.237793
	Iteration 55Q: 3 clusters Score -2.045861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20458610.000000 Penalty: 5922.237793
	Iteration 56Q: 3 clusters Score -2.045861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20458610.000000 Penalty: 5922.237793
	Iteration 57F: 3 clusters Score -2.045861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -139093.031250 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -139093 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 578 members 
Entering Unmasked Estep 
Score: -137045.093750 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -137045.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -137365.562500 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -137365.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137466.390625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -137466.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137546.906250 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -137546.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137607.671875 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -137607.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137642.843750 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -137642.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137660.328125 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -137660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137685.828125 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -137685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137704.031250 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -137704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -137710.125000 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -137710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137716.468750 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -137716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137720.375000 Penalty: 3484.226074
	Iteration 11Q: 3 clusters Score -137720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137727.062500 Penalty: 3484.226074
	Iteration 12Q: 3 clusters Score -137727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137731.531250 Penalty: 3484.226074
	Iteration 13Q: 3 clusters Score -137731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137734.687500 Penalty: 3484.226074
	Iteration 14Q: 3 clusters Score -137734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137734.875000 Penalty: 3484.226074
	Iteration 15Q: 3 clusters Score -137734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137735.953125 Penalty: 3484.226074
	Iteration 16Q: 3 clusters Score -137736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -137739.859375 Penalty: 3484.226074
	Iteration 17Q: 3 clusters Score -137739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137740.312500 Penalty: 3484.226074
	Iteration 18Q: 3 clusters Score -137740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137740.312500 Penalty: 3484.226074
	Iteration 19F: 3 clusters Score -137740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Entering Unmasked Estep 
Score: -19584576.000000 Penalty: 2950.791016
	Iteration 0F: 2 clusters Score -1.958458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -19489064.000000 Penalty: 5901.582031
	Iteration 0F: 3 clusters Score -1.948906e+07 nChanged 70139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -19530664.000000 Penalty: 5901.582031
	Iteration 1F: 3 clusters Score -1.953066e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -19532562.000000 Penalty: 5901.582031
	Iteration 2Q: 3 clusters Score -1.953256e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -19534958.000000 Penalty: 5901.582031
	Iteration 3Q: 3 clusters Score -1.953496e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -19538652.000000 Penalty: 5901.582031
	Iteration 4Q: 3 clusters Score -1.953865e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -19543470.000000 Penalty: 5901.582031
	Iteration 5F: 3 clusters Score -1.954347e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -19549974.000000 Penalty: 5901.582031
	Iteration 6F: 3 clusters Score -1.954997e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -19558206.000000 Penalty: 5901.582031
	Iteration 7F: 3 clusters Score -1.955821e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -19567086.000000 Penalty: 5901.582031
	Iteration 8F: 3 clusters Score -1.956709e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -19573720.000000 Penalty: 5901.582031
	Iteration 9F: 3 clusters Score -1.957372e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -19577586.000000 Penalty: 5901.582031
	Iteration 10Q: 3 clusters Score -1.957759e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118751 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -19579660.000000 Penalty: 5901.582031
	Iteration 11Q: 3 clusters Score -1.957966e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -19581004.000000 Penalty: 5901.582031
	Iteration 12Q: 3 clusters Score -1.9581e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -19581882.000000 Penalty: 5901.582031
	Iteration 13Q: 3 clusters Score -1.958188e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -19582458.000000 Penalty: 5901.582031
	Iteration 14Q: 3 clusters Score -1.958246e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -19582772.000000 Penalty: 5901.582031
	Iteration 15Q: 3 clusters Score -1.958277e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123941 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -19582898.000000 Penalty: 5901.582031
	Iteration 16Q: 3 clusters Score -1.95829e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124475 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -19583044.000000 Penalty: 5901.582031
	Iteration 17Q: 3 clusters Score -1.958304e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -19583060.000000 Penalty: 5901.582031
	Iteration 18Q: 3 clusters Score -1.958306e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -19583044.000000 Penalty: 5901.582031
	Iteration 19Q: 3 clusters Score -1.958304e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125797 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -19583188.000000 Penalty: 5901.582031
	Iteration 20F: 3 clusters Score -1.958319e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126135 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -19583218.000000 Penalty: 5901.582031
	Iteration 21Q: 3 clusters Score -1.958322e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -19583244.000000 Penalty: 5901.582031
	Iteration 22Q: 3 clusters Score -1.958324e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -19583168.000000 Penalty: 5901.582031
	Iteration 23Q: 3 clusters Score -1.958317e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -19583204.000000 Penalty: 5901.582031
	Iteration 24Q: 3 clusters Score -1.95832e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -19583222.000000 Penalty: 5901.582031
	Iteration 25Q: 3 clusters Score -1.958322e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -19583192.000000 Penalty: 5901.582031
	Iteration 26Q: 3 clusters Score -1.958319e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -19583240.000000 Penalty: 5901.582031
	Iteration 27Q: 3 clusters Score -1.958324e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -19583250.000000 Penalty: 5901.582031
	Iteration 28Q: 3 clusters Score -1.958325e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -19583252.000000 Penalty: 5901.582031
	Iteration 29Q: 3 clusters Score -1.958325e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -19583240.000000 Penalty: 5901.582031
	Iteration 30Q: 3 clusters Score -1.958324e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -19583248.000000 Penalty: 5901.582031
	Iteration 31Q: 3 clusters Score -1.958325e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128647 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -19583290.000000 Penalty: 5901.582031
	Iteration 32Q: 3 clusters Score -1.958329e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -19583268.000000 Penalty: 5901.582031
	Iteration 33Q: 3 clusters Score -1.958327e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -19583248.000000 Penalty: 5901.582031
	Iteration 34Q: 3 clusters Score -1.958325e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -19583306.000000 Penalty: 5901.582031
	Iteration 35Q: 3 clusters Score -1.958331e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -19583308.000000 Penalty: 5901.582031
	Iteration 36Q: 3 clusters Score -1.958331e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -19583286.000000 Penalty: 5901.582031
	Iteration 37Q: 3 clusters Score -1.958329e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129358 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -19583302.000000 Penalty: 5901.582031
	Iteration 38Q: 3 clusters Score -1.95833e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129472 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -19583322.000000 Penalty: 5901.582031
	Iteration 39Q: 3 clusters Score -1.958332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -19583298.000000 Penalty: 5901.582031
	Iteration 40F: 3 clusters Score -1.95833e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -19583300.000000 Penalty: 5901.582031
	Iteration 41Q: 3 clusters Score -1.95833e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -19583300.000000 Penalty: 5901.582031
	Iteration 42Q: 3 clusters Score -1.95833e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129813 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -19583302.000000 Penalty: 5901.582031
	Iteration 43Q: 3 clusters Score -1.95833e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -19583276.000000 Penalty: 5901.582031
	Iteration 44Q: 3 clusters Score -1.958328e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -19583274.000000 Penalty: 5901.582031
	Iteration 45Q: 3 clusters Score -1.958327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -19583270.000000 Penalty: 5901.582031
	Iteration 46Q: 3 clusters Score -1.958327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -19583272.000000 Penalty: 5901.582031
	Iteration 47Q: 3 clusters Score -1.958327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -19583284.000000 Penalty: 5901.582031
	Iteration 48Q: 3 clusters Score -1.958328e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -19583288.000000 Penalty: 5901.582031
	Iteration 49Q: 3 clusters Score -1.958329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -19583288.000000 Penalty: 5901.582031
	Iteration 50Q: 3 clusters Score -1.958329e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130358 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -19583278.000000 Penalty: 5901.582031
	Iteration 51Q: 3 clusters Score -1.958328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130415 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -19583298.000000 Penalty: 5901.582031
	Iteration 52Q: 3 clusters Score -1.95833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -19583292.000000 Penalty: 5901.582031
	Iteration 53Q: 3 clusters Score -1.958329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -19583298.000000 Penalty: 5901.582031
	Iteration 54Q: 3 clusters Score -1.95833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130553 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -19583286.000000 Penalty: 5901.582031
	Iteration 55Q: 3 clusters Score -1.958329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -19583276.000000 Penalty: 5901.582031
	Iteration 56Q: 3 clusters Score -1.958328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -19583290.000000 Penalty: 5901.582031
	Iteration 57Q: 3 clusters Score -1.958329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -19583296.000000 Penalty: 5901.582031
	Iteration 58Q: 3 clusters Score -1.95833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130688 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -19583282.000000 Penalty: 5901.582031
	Iteration 59Q: 3 clusters Score -1.958328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -19583282.000000 Penalty: 5901.582031
	Iteration 60F: 3 clusters Score -1.958328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -19583268.000000 Penalty: 5901.582031
	Iteration 61Q: 3 clusters Score -1.958327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -19583278.000000 Penalty: 5901.582031
	Iteration 62Q: 3 clusters Score -1.958328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130832 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -19583280.000000 Penalty: 5901.582031
	Iteration 63Q: 3 clusters Score -1.958328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -19583270.000000 Penalty: 5901.582031
	Iteration 64Q: 3 clusters Score -1.958327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -19583252.000000 Penalty: 5901.582031
	Iteration 65Q: 3 clusters Score -1.958325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130893 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -19583250.000000 Penalty: 5901.582031
	Iteration 66Q: 3 clusters Score -1.958325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -19583266.000000 Penalty: 5901.582031
	Iteration 67Q: 3 clusters Score -1.958327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -19583274.000000 Penalty: 5901.582031
	Iteration 68Q: 3 clusters Score -1.958327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -19583282.000000 Penalty: 5901.582031
	Iteration 69Q: 3 clusters Score -1.958328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130967 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -19583272.000000 Penalty: 5901.582031
	Iteration 70Q: 3 clusters Score -1.958327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -19583278.000000 Penalty: 5901.582031
	Iteration 71Q: 3 clusters Score -1.958328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -19583278.000000 Penalty: 5901.582031
	Iteration 72Q: 3 clusters Score -1.958328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131015 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -19583268.000000 Penalty: 5901.582031
	Iteration 73Q: 3 clusters Score -1.958327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -19583264.000000 Penalty: 5901.582031
	Iteration 74Q: 3 clusters Score -1.958326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -19583258.000000 Penalty: 5901.582031
	Iteration 75Q: 3 clusters Score -1.958326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131078 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -19583258.000000 Penalty: 5901.582031
	Iteration 76Q: 3 clusters Score -1.958326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -19583250.000000 Penalty: 5901.582031
	Iteration 77Q: 3 clusters Score -1.958325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -19583240.000000 Penalty: 5901.582031
	Iteration 78Q: 3 clusters Score -1.958324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -19583240.000000 Penalty: 5901.582031
	Iteration 79Q: 3 clusters Score -1.958324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -19583236.000000 Penalty: 5901.582031
	Iteration 80F: 3 clusters Score -1.958324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -19583222.000000 Penalty: 5901.582031
	Iteration 81Q: 3 clusters Score -1.958322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131118 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -19583236.000000 Penalty: 5901.582031
	Iteration 82Q: 3 clusters Score -1.958324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -19583236.000000 Penalty: 5901.582031
	Iteration 83Q: 3 clusters Score -1.958324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131128 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -19583230.000000 Penalty: 5901.582031
	Iteration 84Q: 3 clusters Score -1.958323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -19583222.000000 Penalty: 5901.582031
	Iteration 85Q: 3 clusters Score -1.958322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -19583230.000000 Penalty: 5901.582031
	Iteration 86Q: 3 clusters Score -1.958323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -19583230.000000 Penalty: 5901.582031
	Iteration 87F: 3 clusters Score -1.958323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Entering Unmasked Estep 
Score: -1361189.250000 Penalty: 2289.585449
	Iteration 0F: 2 clusters Score -1361189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1353317.000000 Penalty: 4579.170898
	Iteration 0F: 3 clusters Score -1353317 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1355618.500000 Penalty: 4579.170898
	Iteration 1F: 3 clusters Score -1355618 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1355889.875000 Penalty: 4579.170898
	Iteration 2F: 3 clusters Score -1355890 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1356097.500000 Penalty: 4579.170898
	Iteration 3Q: 3 clusters Score -1356098 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1356246.250000 Penalty: 4579.170898
	Iteration 4Q: 3 clusters Score -1356246 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1356380.125000 Penalty: 4579.170898
	Iteration 5Q: 3 clusters Score -1356380 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1356510.125000 Penalty: 4579.170898
	Iteration 6Q: 3 clusters Score -1356510 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1356669.625000 Penalty: 4579.170898
	Iteration 7Q: 3 clusters Score -1356670 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1356828.000000 Penalty: 4579.170898
	Iteration 8Q: 3 clusters Score -1356828 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1356995.500000 Penalty: 4579.170898
	Iteration 9Q: 3 clusters Score -1356996 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1357197.375000 Penalty: 4579.170898
	Iteration 10Q: 3 clusters Score -1357197 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1357404.000000 Penalty: 4579.170898
	Iteration 11Q: 3 clusters Score -1357404 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1357613.000000 Penalty: 4579.170898
	Iteration 12Q: 3 clusters Score -1357613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1357850.500000 Penalty: 4579.170898
	Iteration 13Q: 3 clusters Score -1357850 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1358068.625000 Penalty: 4579.170898
	Iteration 14Q: 3 clusters Score -1358069 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1358248.750000 Penalty: 4579.170898
	Iteration 15Q: 3 clusters Score -1358249 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1358420.625000 Penalty: 4579.170898
	Iteration 16Q: 3 clusters Score -1358421 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1358562.250000 Penalty: 4579.170898
	Iteration 17Q: 3 clusters Score -1358562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1358677.375000 Penalty: 4579.170898
	Iteration 18Q: 3 clusters Score -1358677 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1358788.875000 Penalty: 4579.170898
	Iteration 19Q: 3 clusters Score -1358789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1358879.750000 Penalty: 4579.170898
	Iteration 20F: 3 clusters Score -1358880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1358943.750000 Penalty: 4579.170898
	Iteration 21Q: 3 clusters Score -1358944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1359002.875000 Penalty: 4579.170898
	Iteration 22Q: 3 clusters Score -1359003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1359057.250000 Penalty: 4579.170898
	Iteration 23Q: 3 clusters Score -1359057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1359097.000000 Penalty: 4579.170898
	Iteration 24Q: 3 clusters Score -1359097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1359119.750000 Penalty: 4579.170898
	Iteration 25Q: 3 clusters Score -1359120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1359134.000000 Penalty: 4579.170898
	Iteration 26Q: 3 clusters Score -1359134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1359145.875000 Penalty: 4579.170898
	Iteration 27Q: 3 clusters Score -1359146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1359153.125000 Penalty: 4579.170898
	Iteration 28Q: 3 clusters Score -1359153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1359163.750000 Penalty: 4579.170898
	Iteration 29Q: 3 clusters Score -1359164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1359168.250000 Penalty: 4579.170898
	Iteration 30Q: 3 clusters Score -1359168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1359173.750000 Penalty: 4579.170898
	Iteration 31Q: 3 clusters Score -1359174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1359175.125000 Penalty: 4579.170898
	Iteration 32Q: 3 clusters Score -1359175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1359186.250000 Penalty: 4579.170898
	Iteration 33Q: 3 clusters Score -1359186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1359193.125000 Penalty: 4579.170898
	Iteration 34Q: 3 clusters Score -1359193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1359196.000000 Penalty: 4579.170898
	Iteration 35Q: 3 clusters Score -1359196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1359200.875000 Penalty: 4579.170898
	Iteration 36Q: 3 clusters Score -1359201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1359203.625000 Penalty: 4579.170898
	Iteration 37Q: 3 clusters Score -1359204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1359202.750000 Penalty: 4579.170898
	Iteration 38Q: 3 clusters Score -1359203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1359204.750000 Penalty: 4579.170898
	Iteration 39Q: 3 clusters Score -1359205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1359204.750000 Penalty: 4579.170898
	Iteration 40F: 3 clusters Score -1359205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -218943.781250 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -218943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216521.750000 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -216521.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -216896.062500 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -216896.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217022.968750 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -217023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217090.796875 Penalty: 3680.012695
	Iteration 3Q: 3 clusters Score -217090.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217144.453125 Penalty: 3680.012695
	Iteration 4Q: 3 clusters Score -217144.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -217179.640625 Penalty: 3680.012695
	Iteration 5Q: 3 clusters Score -217179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -217195.578125 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -217195.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -217213.343750 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -217213.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217230.421875 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -217230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -217243.234375 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -217243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217250.359375 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -217250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -217251.812500 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -217251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217257.500000 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -217257.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -217269.375000 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -217269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -217276.281250 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -217276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217279.281250 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -217279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217280.234375 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -217280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217282.218750 Penalty: 3680.012695
	Iteration 17Q: 3 clusters Score -217282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -217283.343750 Penalty: 3680.012695
	Iteration 18Q: 3 clusters Score -217283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217284.390625 Penalty: 3680.012695
	Iteration 19Q: 3 clusters Score -217284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217285.281250 Penalty: 3680.012695
	Iteration 20F: 3 clusters Score -217285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (179516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179516 members 
Entering Unmasked Estep 
Score: -23844766.000000 Penalty: 3000.308838
	Iteration 0F: 2 clusters Score -2.384477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -23730892.000000 Penalty: 6000.617676
	Iteration 0F: 3 clusters Score -2.373089e+07 nChanged 86301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -23780884.000000 Penalty: 6000.617676
	Iteration 1F: 3 clusters Score -2.378088e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -23782394.000000 Penalty: 6000.617676
	Iteration 2Q: 3 clusters Score -2.378239e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -23784870.000000 Penalty: 6000.617676
	Iteration 3Q: 3 clusters Score -2.378487e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -23789534.000000 Penalty: 6000.617676
	Iteration 4F: 3 clusters Score -2.378953e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -23798156.000000 Penalty: 6000.617676
	Iteration 5F: 3 clusters Score -2.379816e+07 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 144733 members 
Entering Unmasked Estep 
Score: -23811192.000000 Penalty: 6000.617676
	Iteration 6F: 3 clusters Score -2.381119e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -23824842.000000 Penalty: 6000.617676
	Iteration 7F: 3 clusters Score -2.382484e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -23834308.000000 Penalty: 6000.617676
	Iteration 8F: 3 clusters Score -2.383431e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 176150 members 
Entering Unmasked Estep 
Score: -23838864.000000 Penalty: 6000.617676
	Iteration 9Q: 3 clusters Score -2.383886e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -23840756.000000 Penalty: 6000.617676
	Iteration 10Q: 3 clusters Score -2.384076e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -23841532.000000 Penalty: 6000.617676
	Iteration 11Q: 3 clusters Score -2.384153e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -23841798.000000 Penalty: 6000.617676
	Iteration 12Q: 3 clusters Score -2.38418e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 179129 members 
Entering Unmasked Estep 
Score: -23841886.000000 Penalty: 6000.617676
	Iteration 13Q: 3 clusters Score -2.384189e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 179166 members 
Entering Unmasked Estep 
Score: -23841970.000000 Penalty: 6000.617676
	Iteration 14Q: 3 clusters Score -2.384197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 179171 members 
Entering Unmasked Estep 
Score: -23842000.000000 Penalty: 6000.617676
	Iteration 15Q: 3 clusters Score -2.3842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 179177 members 
Entering Unmasked Estep 
Score: -23842000.000000 Penalty: 6000.617676
	Iteration 16Q: 3 clusters Score -2.3842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -23842004.000000 Penalty: 6000.617676
	Iteration 17Q: 3 clusters Score -2.3842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -23842028.000000 Penalty: 6000.617676
	Iteration 18Q: 3 clusters Score -2.384203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -23842034.000000 Penalty: 6000.617676
	Iteration 19Q: 3 clusters Score -2.384203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179189 members 
Entering Unmasked Estep 
Score: -23842052.000000 Penalty: 6000.617676
	Iteration 20F: 3 clusters Score -2.384205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23842052.000000 Penalty: 6000.617676
	Iteration 21Q: 3 clusters Score -2.384205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23842056.000000 Penalty: 6000.617676
	Iteration 22Q: 3 clusters Score -2.384206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 179190 members 
Entering Unmasked Estep 
Score: -23842062.000000 Penalty: 6000.617676
	Iteration 23Q: 3 clusters Score -2.384206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23842062.000000 Penalty: 6000.617676
	Iteration 24Q: 3 clusters Score -2.384206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -23842062.000000 Penalty: 6000.617676
	Iteration 25F: 3 clusters Score -2.384206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Entering Unmasked Estep 
Score: -8294868.500000 Penalty: 2735.867188
	Iteration 0F: 2 clusters Score -8294868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -8253457.500000 Penalty: 5471.734375
	Iteration 0F: 3 clusters Score -8253458 nChanged 28775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -8270072.000000 Penalty: 5471.734375
	Iteration 1F: 3 clusters Score -8270072 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -8271518.500000 Penalty: 5471.734375
	Iteration 2F: 3 clusters Score -8271518 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8273752.000000 Penalty: 5471.734375
	Iteration 3F: 3 clusters Score -8273752 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8277133.000000 Penalty: 5471.734375
	Iteration 4F: 3 clusters Score -8277133 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -8281337.500000 Penalty: 5471.734375
	Iteration 5F: 3 clusters Score -8281338 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -8285367.500000 Penalty: 5471.734375
	Iteration 6F: 3 clusters Score -8285368 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -8288012.500000 Penalty: 5471.734375
	Iteration 7Q: 3 clusters Score -8288012 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -8289490.500000 Penalty: 5471.734375
	Iteration 8Q: 3 clusters Score -8289490 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -8290286.000000 Penalty: 5471.734375
	Iteration 9Q: 3 clusters Score -8290286 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -8290840.000000 Penalty: 5471.734375
	Iteration 10Q: 3 clusters Score -8290840 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -8291180.500000 Penalty: 5471.734375
	Iteration 11Q: 3 clusters Score -8291180 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8291440.000000 Penalty: 5471.734375
	Iteration 12Q: 3 clusters Score -8291440 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -8291693.500000 Penalty: 5471.734375
	Iteration 13Q: 3 clusters Score -8291694 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -8291875.000000 Penalty: 5471.734375
	Iteration 14Q: 3 clusters Score -8291875 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8292026.500000 Penalty: 5471.734375
	Iteration 15Q: 3 clusters Score -8292026 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -8292118.500000 Penalty: 5471.734375
	Iteration 16Q: 3 clusters Score -8292118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -8292184.000000 Penalty: 5471.734375
	Iteration 17Q: 3 clusters Score -8292184 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -8292301.000000 Penalty: 5471.734375
	Iteration 18Q: 3 clusters Score -8292301 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -8292397.500000 Penalty: 5471.734375
	Iteration 19Q: 3 clusters Score -8292398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -8292460.000000 Penalty: 5471.734375
	Iteration 20F: 3 clusters Score -8292460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -8292526.000000 Penalty: 5471.734375
	Iteration 21Q: 3 clusters Score -8292526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -8292567.500000 Penalty: 5471.734375
	Iteration 22Q: 3 clusters Score -8292568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -8292610.000000 Penalty: 5471.734375
	Iteration 23Q: 3 clusters Score -8292610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -8292657.000000 Penalty: 5471.734375
	Iteration 24Q: 3 clusters Score -8292657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -8292674.000000 Penalty: 5471.734375
	Iteration 25Q: 3 clusters Score -8292674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -8292689.500000 Penalty: 5471.734375
	Iteration 26Q: 3 clusters Score -8292690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -8292714.000000 Penalty: 5471.734375
	Iteration 27Q: 3 clusters Score -8292714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -8292722.000000 Penalty: 5471.734375
	Iteration 28Q: 3 clusters Score -8292722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -8292733.000000 Penalty: 5471.734375
	Iteration 29Q: 3 clusters Score -8292733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -8292730.000000 Penalty: 5471.734375
	Iteration 30Q: 3 clusters Score -8292730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -8292730.500000 Penalty: 5471.734375
	Iteration 31Q: 3 clusters Score -8292730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -8292730.000000 Penalty: 5471.734375
	Iteration 32Q: 3 clusters Score -8292730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -8292736.500000 Penalty: 5471.734375
	Iteration 33Q: 3 clusters Score -8292736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -8292736.500000 Penalty: 5471.734375
	Iteration 34Q: 3 clusters Score -8292736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -8292743.000000 Penalty: 5471.734375
	Iteration 35Q: 3 clusters Score -8292743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -8292744.500000 Penalty: 5471.734375
	Iteration 36Q: 3 clusters Score -8292744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -8292746.500000 Penalty: 5471.734375
	Iteration 37Q: 3 clusters Score -8292746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -8292750.000000 Penalty: 5471.734375
	Iteration 38Q: 3 clusters Score -8292750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -8292747.000000 Penalty: 5471.734375
	Iteration 39Q: 3 clusters Score -8292747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -8292751.500000 Penalty: 5471.734375
	Iteration 40F: 3 clusters Score -8292752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -8292746.500000 Penalty: 5471.734375
	Iteration 41Q: 3 clusters Score -8292746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -8292748.500000 Penalty: 5471.734375
	Iteration 42Q: 3 clusters Score -8292748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -8292736.500000 Penalty: 5471.734375
	Iteration 43Q: 3 clusters Score -8292736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -8292740.000000 Penalty: 5471.734375
	Iteration 44Q: 3 clusters Score -8292740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -8292745.000000 Penalty: 5471.734375
	Iteration 45Q: 3 clusters Score -8292745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -8292744.500000 Penalty: 5471.734375
	Iteration 46Q: 3 clusters Score -8292744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -8292759.000000 Penalty: 5471.734375
	Iteration 47Q: 3 clusters Score -8292759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -8292758.000000 Penalty: 5471.734375
	Iteration 48Q: 3 clusters Score -8292758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -8292766.500000 Penalty: 5471.734375
	Iteration 49Q: 3 clusters Score -8292766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -8292769.500000 Penalty: 5471.734375
	Iteration 50Q: 3 clusters Score -8292770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -8292774.000000 Penalty: 5471.734375
	Iteration 51Q: 3 clusters Score -8292774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -8292776.000000 Penalty: 5471.734375
	Iteration 52Q: 3 clusters Score -8292776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -8292769.500000 Penalty: 5471.734375
	Iteration 53Q: 3 clusters Score -8292770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -8292772.500000 Penalty: 5471.734375
	Iteration 54Q: 3 clusters Score -8292772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -8292766.000000 Penalty: 5471.734375
	Iteration 55Q: 3 clusters Score -8292766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -8292765.000000 Penalty: 5471.734375
	Iteration 56Q: 3 clusters Score -8292765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -8292767.500000 Penalty: 5471.734375
	Iteration 57Q: 3 clusters Score -8292768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -8292767.500000 Penalty: 5471.734375
	Iteration 58F: 3 clusters Score -8292768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -262187.406250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -262187.4 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 1157 members 
Entering Unmasked Estep 
Score: -259502.859375 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -259502.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -260607.921875 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -260607.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -261345.656250 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -261345.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -262213.281250 Penalty: 3835.906982
	Iteration 3F: 3 clusters Score -262213.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263065.187500 Penalty: 3835.906982
	Iteration 4F: 3 clusters Score -263065.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -264009.406250 Penalty: 3835.906982
	Iteration 5F: 3 clusters Score -264009.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -264496.125000 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -264496.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -264667.781250 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -264667.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -264693.687500 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -264693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -264708.031250 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -264708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -264713.750000 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -264713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -264713.750000 Penalty: 3835.906982
	Iteration 11F: 3 clusters Score -264713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 157378 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 7 contains 55567 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 182093 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 13 contains 153276 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 147024 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 22 contains 179516 members 
Mstep: Class 23 contains 61804 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
Score: -135238576.000000 Penalty: 65258.660156
Splitting cluster 24 changes total score from -135234848.000000 to -135238576.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 157378 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 7 contains 55567 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 182093 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 13 contains 153276 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 147024 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 22 contains 179516 members 
Mstep: Class 23 contains 61804 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239328.000000 Penalty: 65258.660156
Iteration 79Q: 20 clusters Score -1.352393e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 157411 members 
Mstep: Class 3 contains 48952 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 203 members 
Mstep: Class 6 contains 19860 members 
Mstep: Class 7 contains 55590 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 182467 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 13 contains 153337 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 147036 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 22 contains 179395 members 
Mstep: Class 23 contains 61862 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239712.000000 Penalty: 65258.660156
Iteration 80F: 20 clusters Score -1.352397e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 157353 members 
Mstep: Class 3 contains 48720 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 207 members 
Mstep: Class 6 contains 19990 members 
Mstep: Class 7 contains 55626 members 
Mstep: Class 8 contains 1249 members 
Mstep: Class 9 contains 182718 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 13 contains 153210 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 147034 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 22 contains 179274 members 
Mstep: Class 23 contains 61840 members 
Mstep: Class 24 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239552.000000 Penalty: 65258.660156
Iteration 81Q: 20 clusters Score -1.352396e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 157342 members 
Mstep: Class 3 contains 48515 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 209 members 
Mstep: Class 6 contains 20089 members 
Mstep: Class 7 contains 55649 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 182989 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 13 contains 153097 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146991 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 22 contains 179150 members 
Mstep: Class 23 contains 61837 members 
Mstep: Class 24 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239264.000000 Penalty: 65258.660156
Iteration 82Q: 20 clusters Score -1.352393e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 157299 members 
Mstep: Class 3 contains 48351 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 7 contains 55668 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 183240 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 13 contains 153034 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 146978 members 
Mstep: Class 18 contains 10467 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 22 contains 179049 members 
Mstep: Class 23 contains 61830 members 
Mstep: Class 24 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239280.000000 Penalty: 65258.660156
Iteration 83Q: 20 clusters Score -1.352393e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 157230 members 
Mstep: Class 3 contains 48188 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 55679 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 183474 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 13 contains 152990 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 146994 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 22 contains 178978 members 
Mstep: Class 23 contains 61828 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239312.000000 Penalty: 65258.660156
Iteration 84Q: 20 clusters Score -1.352393e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 157149 members 
Mstep: Class 3 contains 48091 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 55690 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 9 contains 183733 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 13 contains 152963 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 146984 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 22 contains 178851 members 
Mstep: Class 23 contains 61843 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239568.000000 Penalty: 65258.660156
Iteration 85Q: 20 clusters Score -1.352396e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 157056 members 
Mstep: Class 3 contains 48005 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 55695 members 
Mstep: Class 8 contains 1326 members 
Mstep: Class 9 contains 183957 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 13 contains 152939 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 146978 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 22 contains 178766 members 
Mstep: Class 23 contains 61853 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239552.000000 Penalty: 65258.660156
Iteration 86Q: 20 clusters Score -1.352396e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 156971 members 
Mstep: Class 3 contains 47940 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20153 members 
Mstep: Class 7 contains 55709 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184161 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 13 contains 152911 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 146943 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 22 contains 178701 members 
Mstep: Class 23 contains 61861 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239280.000000 Penalty: 65258.660156
Iteration 87Q: 20 clusters Score -1.352393e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 156888 members 
Mstep: Class 3 contains 47892 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 55718 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184331 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6636 members 
Mstep: Class 13 contains 152892 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 146887 members 
Mstep: Class 18 contains 10597 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 22 contains 178664 members 
Mstep: Class 23 contains 61891 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239184.000000 Penalty: 65258.660156
Iteration 88Q: 20 clusters Score -1.352392e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 156816 members 
Mstep: Class 3 contains 47834 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 55728 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184471 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 13 contains 152868 members 
Mstep: Class 16 contains 1114 members 
Mstep: Class 17 contains 146841 members 
Mstep: Class 18 contains 10621 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 22 contains 178626 members 
Mstep: Class 23 contains 61931 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239296.000000 Penalty: 65258.660156
Iteration 89Q: 20 clusters Score -1.352393e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 156759 members 
Mstep: Class 3 contains 47774 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 55743 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184592 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 13 contains 152850 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146792 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 22 contains 178610 members 
Mstep: Class 23 contains 61960 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239424.000000 Penalty: 65258.660156
Iteration 90Q: 20 clusters Score -1.352394e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 156694 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 55755 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184713 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 13 contains 152839 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146749 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 22 contains 178589 members 
Mstep: Class 23 contains 61978 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239360.000000 Penalty: 65258.660156
Iteration 91Q: 20 clusters Score -1.352394e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 156655 members 
Mstep: Class 3 contains 47674 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 55760 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 184826 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 13 contains 152824 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146722 members 
Mstep: Class 18 contains 10684 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 22 contains 178562 members 
Mstep: Class 23 contains 61989 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239296.000000 Penalty: 65258.660156
Iteration 92Q: 20 clusters Score -1.352393e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 156626 members 
Mstep: Class 3 contains 47642 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20160 members 
Mstep: Class 7 contains 55774 members 
Mstep: Class 8 contains 1329 members 
Mstep: Class 9 contains 184918 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 13 contains 152817 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146684 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 22 contains 178521 members 
Mstep: Class 23 contains 62007 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239184.000000 Penalty: 65258.660156
Iteration 93Q: 20 clusters Score -1.352392e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 156591 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20161 members 
Mstep: Class 7 contains 55782 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 9 contains 185014 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 13 contains 152795 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146646 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 22 contains 178503 members 
Mstep: Class 23 contains 62032 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239376.000000 Penalty: 65258.660156
Iteration 94Q: 20 clusters Score -1.352394e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 156536 members 
Mstep: Class 3 contains 47579 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20167 members 
Mstep: Class 7 contains 55789 members 
Mstep: Class 8 contains 1333 members 
Mstep: Class 9 contains 185103 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 13 contains 152788 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146624 members 
Mstep: Class 18 contains 10709 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 22 contains 178463 members 
Mstep: Class 23 contains 62059 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239248.000000 Penalty: 65258.660156
Iteration 95Q: 20 clusters Score -1.352392e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 156494 members 
Mstep: Class 3 contains 47549 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 55803 members 
Mstep: Class 8 contains 1334 members 
Mstep: Class 9 contains 185185 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 13 contains 152798 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146600 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 22 contains 178399 members 
Mstep: Class 23 contains 62071 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239200.000000 Penalty: 65258.660156
Iteration 96Q: 20 clusters Score -1.352392e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 156472 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 55829 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 185259 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 13 contains 152798 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146564 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 22 contains 178350 members 
Mstep: Class 23 contains 62086 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239152.000000 Penalty: 65258.660156
Iteration 97Q: 20 clusters Score -1.352392e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 156458 members 
Mstep: Class 3 contains 47485 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20176 members 
Mstep: Class 7 contains 55840 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185324 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 6733 members 
Mstep: Class 13 contains 152802 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146545 members 
Mstep: Class 18 contains 10732 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 22 contains 178311 members 
Mstep: Class 23 contains 62087 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238864.000000 Penalty: 65258.660156
Iteration 98Q: 20 clusters Score -1.352389e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 156425 members 
Mstep: Class 3 contains 47465 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 55851 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185358 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6742 members 
Mstep: Class 13 contains 152808 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146556 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 22 contains 178262 members 
Mstep: Class 23 contains 62100 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238768.000000 Penalty: 65258.660156
Iteration 99Q: 20 clusters Score -1.352388e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 156400 members 
Mstep: Class 3 contains 47449 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 55860 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185395 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 13 contains 152815 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146555 members 
Mstep: Class 18 contains 10747 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 22 contains 178221 members 
Mstep: Class 23 contains 62117 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238784.000000 Penalty: 65258.660156
Iteration 100F: 20 clusters Score -1.352388e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 156371 members 
Mstep: Class 3 contains 47442 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 55880 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185418 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 13 contains 152832 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 146549 members 
Mstep: Class 18 contains 10749 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 22 contains 178175 members 
Mstep: Class 23 contains 62131 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238880.000000 Penalty: 65258.660156
Iteration 101Q: 20 clusters Score -1.352389e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 156346 members 
Mstep: Class 3 contains 47437 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20177 members 
Mstep: Class 7 contains 55898 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185444 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 13 contains 152839 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 146557 members 
Mstep: Class 18 contains 10754 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 22 contains 178121 members 
Mstep: Class 23 contains 62151 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238800.000000 Penalty: 65258.660156
Iteration 102Q: 20 clusters Score -1.352388e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 156326 members 
Mstep: Class 3 contains 47426 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 55914 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185481 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 13 contains 152854 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 146550 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 22 contains 178063 members 
Mstep: Class 23 contains 62160 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238832.000000 Penalty: 65258.660156
Iteration 103Q: 20 clusters Score -1.352388e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 156312 members 
Mstep: Class 3 contains 47409 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 55915 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185503 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 13 contains 152866 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146550 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 22 contains 178032 members 
Mstep: Class 23 contains 62171 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238688.000000 Penalty: 65258.660156
Iteration 104Q: 20 clusters Score -1.352387e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 156311 members 
Mstep: Class 3 contains 47390 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20184 members 
Mstep: Class 7 contains 55919 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185529 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 13 contains 152881 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146548 members 
Mstep: Class 18 contains 10753 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 22 contains 177982 members 
Mstep: Class 23 contains 62185 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238672.000000 Penalty: 65258.660156
Iteration 105Q: 20 clusters Score -1.352387e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 47375 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 55920 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185544 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 13 contains 152902 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146540 members 
Mstep: Class 18 contains 10755 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 22 contains 177940 members 
Mstep: Class 23 contains 62197 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238752.000000 Penalty: 65258.660156
Iteration 106Q: 20 clusters Score -1.352388e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 156304 members 
Mstep: Class 3 contains 47361 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20187 members 
Mstep: Class 7 contains 55919 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185561 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 13 contains 152924 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146529 members 
Mstep: Class 18 contains 10756 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177900 members 
Mstep: Class 23 contains 62221 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238736.000000 Penalty: 65258.660156
Iteration 107Q: 20 clusters Score -1.352387e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 156302 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 55923 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185573 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 13 contains 152939 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146525 members 
Mstep: Class 18 contains 10761 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177859 members 
Mstep: Class 23 contains 62233 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238768.000000 Penalty: 65258.660156
Iteration 108Q: 20 clusters Score -1.352388e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 156292 members 
Mstep: Class 3 contains 47331 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 55917 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185572 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6795 members 
Mstep: Class 13 contains 152953 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146527 members 
Mstep: Class 18 contains 10767 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177841 members 
Mstep: Class 23 contains 62241 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238720.000000 Penalty: 65258.660156
Iteration 109Q: 20 clusters Score -1.352387e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 156282 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 55923 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185579 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 13 contains 152957 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146527 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177815 members 
Mstep: Class 23 contains 62259 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238848.000000 Penalty: 65258.660156
Iteration 110Q: 20 clusters Score -1.352388e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 156271 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20187 members 
Mstep: Class 7 contains 55932 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185593 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 13 contains 152966 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146526 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177766 members 
Mstep: Class 23 contains 62273 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238928.000000 Penalty: 65258.660156
Iteration 111Q: 20 clusters Score -1.352389e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 156249 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 55941 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185607 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 13 contains 152981 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 146529 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177724 members 
Mstep: Class 23 contains 62282 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238976.000000 Penalty: 65258.660156
Iteration 112Q: 20 clusters Score -1.35239e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 156228 members 
Mstep: Class 3 contains 47317 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20187 members 
Mstep: Class 7 contains 55941 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185628 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 13 contains 152994 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 146529 members 
Mstep: Class 18 contains 10777 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177700 members 
Mstep: Class 23 contains 62289 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238928.000000 Penalty: 65258.660156
Iteration 113Q: 20 clusters Score -1.352389e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 156214 members 
Mstep: Class 3 contains 47313 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 55944 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185661 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 13 contains 153002 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 146525 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177652 members 
Mstep: Class 23 contains 62294 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238896.000000 Penalty: 65258.660156
Iteration 114Q: 20 clusters Score -1.352389e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 156202 members 
Mstep: Class 3 contains 47313 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 55957 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185689 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 13 contains 152997 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146520 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177614 members 
Mstep: Class 23 contains 62300 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238928.000000 Penalty: 65258.660156
Iteration 115Q: 20 clusters Score -1.352389e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 156188 members 
Mstep: Class 3 contains 47304 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20186 members 
Mstep: Class 7 contains 55969 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185709 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6830 members 
Mstep: Class 13 contains 153004 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146520 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177588 members 
Mstep: Class 23 contains 62303 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238912.000000 Penalty: 65258.660156
Iteration 116Q: 20 clusters Score -1.352389e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 156173 members 
Mstep: Class 3 contains 47298 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20185 members 
Mstep: Class 7 contains 55984 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185728 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 13 contains 153012 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146521 members 
Mstep: Class 18 contains 10791 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177543 members 
Mstep: Class 23 contains 62314 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239040.000000 Penalty: 65258.660156
Iteration 117Q: 20 clusters Score -1.35239e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 156151 members 
Mstep: Class 3 contains 47293 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20183 members 
Mstep: Class 7 contains 55986 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185762 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 13 contains 153018 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146518 members 
Mstep: Class 18 contains 10797 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177517 members 
Mstep: Class 23 contains 62323 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135238992.000000 Penalty: 65258.660156
Iteration 118Q: 20 clusters Score -1.35239e+08 nChanged 190
Entering ConstructFrom: 
Score: -135238992.000000 Penalty: 65258.660156
Entering ConstructFrom: 
Trying to split cluster 1 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -589821.937500 Penalty: 2093.411621
	Iteration 0F: 2 clusters Score -589821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -585544.312500 Penalty: 4186.823242
	Iteration 0F: 3 clusters Score -585544.3 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -586513.375000 Penalty: 4186.823242
	Iteration 1F: 3 clusters Score -586513.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -586729.812500 Penalty: 4186.823242
	Iteration 2F: 3 clusters Score -586729.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -586941.375000 Penalty: 4186.823242
	Iteration 3F: 3 clusters Score -586941.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -587122.375000 Penalty: 4186.823242
	Iteration 4Q: 3 clusters Score -587122.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -587317.375000 Penalty: 4186.823242
	Iteration 5F: 3 clusters Score -587317.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -587467.625000 Penalty: 4186.823242
	Iteration 6Q: 3 clusters Score -587467.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -587604.187500 Penalty: 4186.823242
	Iteration 7Q: 3 clusters Score -587604.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -587724.312500 Penalty: 4186.823242
	Iteration 8Q: 3 clusters Score -587724.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -587839.500000 Penalty: 4186.823242
	Iteration 9Q: 3 clusters Score -587839.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -587942.437500 Penalty: 4186.823242
	Iteration 10Q: 3 clusters Score -587942.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -588061.500000 Penalty: 4186.823242
	Iteration 11Q: 3 clusters Score -588061.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -588150.062500 Penalty: 4186.823242
	Iteration 12Q: 3 clusters Score -588150.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -588202.937500 Penalty: 4186.823242
	Iteration 13Q: 3 clusters Score -588202.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -588246.375000 Penalty: 4186.823242
	Iteration 14Q: 3 clusters Score -588246.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -588286.625000 Penalty: 4186.823242
	Iteration 15Q: 3 clusters Score -588286.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -588320.250000 Penalty: 4186.823242
	Iteration 16Q: 3 clusters Score -588320.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -588340.437500 Penalty: 4186.823242
	Iteration 17Q: 3 clusters Score -588340.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -588351.687500 Penalty: 4186.823242
	Iteration 18Q: 3 clusters Score -588351.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -588361.000000 Penalty: 4186.823242
	Iteration 19Q: 3 clusters Score -588361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -588369.500000 Penalty: 4186.823242
	Iteration 20F: 3 clusters Score -588369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -588375.062500 Penalty: 4186.823242
	Iteration 21Q: 3 clusters Score -588375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -588381.875000 Penalty: 4186.823242
	Iteration 22Q: 3 clusters Score -588381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -588386.750000 Penalty: 4186.823242
	Iteration 23Q: 3 clusters Score -588386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -588393.812500 Penalty: 4186.823242
	Iteration 24Q: 3 clusters Score -588393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -588400.687500 Penalty: 4186.823242
	Iteration 25Q: 3 clusters Score -588400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -588404.062500 Penalty: 4186.823242
	Iteration 26Q: 3 clusters Score -588404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -588405.750000 Penalty: 4186.823242
	Iteration 27Q: 3 clusters Score -588405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -588408.125000 Penalty: 4186.823242
	Iteration 28Q: 3 clusters Score -588408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -588411.250000 Penalty: 4186.823242
	Iteration 29Q: 3 clusters Score -588411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -588414.937500 Penalty: 4186.823242
	Iteration 30Q: 3 clusters Score -588414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -588418.250000 Penalty: 4186.823242
	Iteration 31Q: 3 clusters Score -588418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -588422.500000 Penalty: 4186.823242
	Iteration 32Q: 3 clusters Score -588422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -588425.625000 Penalty: 4186.823242
	Iteration 33Q: 3 clusters Score -588425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -588431.500000 Penalty: 4186.823242
	Iteration 34Q: 3 clusters Score -588431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -588438.375000 Penalty: 4186.823242
	Iteration 35Q: 3 clusters Score -588438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -588446.500000 Penalty: 4186.823242
	Iteration 36Q: 3 clusters Score -588446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -588446.812500 Penalty: 4186.823242
	Iteration 37Q: 3 clusters Score -588446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -588448.812500 Penalty: 4186.823242
	Iteration 38Q: 3 clusters Score -588448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -588454.000000 Penalty: 4186.823242
	Iteration 39Q: 3 clusters Score -588454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -588456.187500 Penalty: 4186.823242
	Iteration 40F: 3 clusters Score -588456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -588456.625000 Penalty: 4186.823242
	Iteration 41Q: 3 clusters Score -588456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -588457.500000 Penalty: 4186.823242
	Iteration 42Q: 3 clusters Score -588457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -588459.187500 Penalty: 4186.823242
	Iteration 43Q: 3 clusters Score -588459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -588459.000000 Penalty: 4186.823242
	Iteration 44Q: 3 clusters Score -588459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -588459.125000 Penalty: 4186.823242
	Iteration 45Q: 3 clusters Score -588459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -588459.000000 Penalty: 4186.823242
	Iteration 46Q: 3 clusters Score -588459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -588459.000000 Penalty: 4186.823242
	Iteration 47F: 3 clusters Score -588459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Entering Unmasked Estep 
Score: -20854794.000000 Penalty: 2965.703613
	Iteration 0F: 2 clusters Score -2.085479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -20755336.000000 Penalty: 5931.407227
	Iteration 0F: 3 clusters Score -2.075534e+07 nChanged 74998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -20799668.000000 Penalty: 5931.407227
	Iteration 1F: 3 clusters Score -2.079967e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -20801220.000000 Penalty: 5931.407227
	Iteration 2Q: 3 clusters Score -2.080122e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -20803668.000000 Penalty: 5931.407227
	Iteration 3Q: 3 clusters Score -2.080367e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -20807888.000000 Penalty: 5931.407227
	Iteration 4F: 3 clusters Score -2.080789e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -20814496.000000 Penalty: 5931.407227
	Iteration 5F: 3 clusters Score -2.08145e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -20823722.000000 Penalty: 5931.407227
	Iteration 6F: 3 clusters Score -2.082372e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -20833768.000000 Penalty: 5931.407227
	Iteration 7F: 3 clusters Score -2.083377e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -20841346.000000 Penalty: 5931.407227
	Iteration 8F: 3 clusters Score -2.084135e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -20846004.000000 Penalty: 5931.407227
	Iteration 9Q: 3 clusters Score -2.0846e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -20848276.000000 Penalty: 5931.407227
	Iteration 10Q: 3 clusters Score -2.084828e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -20849542.000000 Penalty: 5931.407227
	Iteration 11Q: 3 clusters Score -2.084954e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -20850228.000000 Penalty: 5931.407227
	Iteration 12Q: 3 clusters Score -2.085023e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -20850656.000000 Penalty: 5931.407227
	Iteration 13Q: 3 clusters Score -2.085066e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -20851086.000000 Penalty: 5931.407227
	Iteration 14Q: 3 clusters Score -2.085109e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -20851376.000000 Penalty: 5931.407227
	Iteration 15Q: 3 clusters Score -2.085138e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -20851540.000000 Penalty: 5931.407227
	Iteration 16Q: 3 clusters Score -2.085154e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -20851812.000000 Penalty: 5931.407227
	Iteration 17Q: 3 clusters Score -2.085181e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 150404 members 
Entering Unmasked Estep 
Score: -20851928.000000 Penalty: 5931.407227
	Iteration 18Q: 3 clusters Score -2.085193e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 150990 members 
Entering Unmasked Estep 
Score: -20852116.000000 Penalty: 5931.407227
	Iteration 19Q: 3 clusters Score -2.085212e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -20852158.000000 Penalty: 5931.407227
	Iteration 20F: 3 clusters Score -2.085216e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 151904 members 
Entering Unmasked Estep 
Score: -20852266.000000 Penalty: 5931.407227
	Iteration 21Q: 3 clusters Score -2.085227e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -20852340.000000 Penalty: 5931.407227
	Iteration 22Q: 3 clusters Score -2.085234e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 152544 members 
Entering Unmasked Estep 
Score: -20852404.000000 Penalty: 5931.407227
	Iteration 23Q: 3 clusters Score -2.08524e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -20852454.000000 Penalty: 5931.407227
	Iteration 24Q: 3 clusters Score -2.085245e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -20852482.000000 Penalty: 5931.407227
	Iteration 25Q: 3 clusters Score -2.085248e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -20852556.000000 Penalty: 5931.407227
	Iteration 26Q: 3 clusters Score -2.085256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 153352 members 
Entering Unmasked Estep 
Score: -20852558.000000 Penalty: 5931.407227
	Iteration 27Q: 3 clusters Score -2.085256e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 153480 members 
Entering Unmasked Estep 
Score: -20852552.000000 Penalty: 5931.407227
	Iteration 28Q: 3 clusters Score -2.085255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -20852566.000000 Penalty: 5931.407227
	Iteration 29Q: 3 clusters Score -2.085257e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -20852588.000000 Penalty: 5931.407227
	Iteration 30Q: 3 clusters Score -2.085259e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -20852614.000000 Penalty: 5931.407227
	Iteration 31Q: 3 clusters Score -2.085261e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -20852638.000000 Penalty: 5931.407227
	Iteration 32Q: 3 clusters Score -2.085264e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 153971 members 
Entering Unmasked Estep 
Score: -20852642.000000 Penalty: 5931.407227
	Iteration 33Q: 3 clusters Score -2.085264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -20852666.000000 Penalty: 5931.407227
	Iteration 34Q: 3 clusters Score -2.085267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -20852676.000000 Penalty: 5931.407227
	Iteration 35Q: 3 clusters Score -2.085268e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 154121 members 
Entering Unmasked Estep 
Score: -20852666.000000 Penalty: 5931.407227
	Iteration 36Q: 3 clusters Score -2.085267e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -20852670.000000 Penalty: 5931.407227
	Iteration 37Q: 3 clusters Score -2.085267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -20852678.000000 Penalty: 5931.407227
	Iteration 38Q: 3 clusters Score -2.085268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -20852670.000000 Penalty: 5931.407227
	Iteration 39Q: 3 clusters Score -2.085267e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -20852648.000000 Penalty: 5931.407227
	Iteration 40F: 3 clusters Score -2.085265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 154263 members 
Entering Unmasked Estep 
Score: -20852662.000000 Penalty: 5931.407227
	Iteration 41Q: 3 clusters Score -2.085266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -20852678.000000 Penalty: 5931.407227
	Iteration 42Q: 3 clusters Score -2.085268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -20852686.000000 Penalty: 5931.407227
	Iteration 43Q: 3 clusters Score -2.085269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -20852704.000000 Penalty: 5931.407227
	Iteration 44Q: 3 clusters Score -2.08527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -20852704.000000 Penalty: 5931.407227
	Iteration 45Q: 3 clusters Score -2.08527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -20852702.000000 Penalty: 5931.407227
	Iteration 46Q: 3 clusters Score -2.08527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -20852700.000000 Penalty: 5931.407227
	Iteration 47Q: 3 clusters Score -2.08527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 154389 members 
Entering Unmasked Estep 
Score: -20852694.000000 Penalty: 5931.407227
	Iteration 48Q: 3 clusters Score -2.085269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -20852690.000000 Penalty: 5931.407227
	Iteration 49Q: 3 clusters Score -2.085269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 154408 members 
Entering Unmasked Estep 
Score: -20852680.000000 Penalty: 5931.407227
	Iteration 50Q: 3 clusters Score -2.085268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -20852666.000000 Penalty: 5931.407227
	Iteration 51Q: 3 clusters Score -2.085267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -20852672.000000 Penalty: 5931.407227
	Iteration 52Q: 3 clusters Score -2.085267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -20852688.000000 Penalty: 5931.407227
	Iteration 53Q: 3 clusters Score -2.085269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 154448 members 
Entering Unmasked Estep 
Score: -20852688.000000 Penalty: 5931.407227
	Iteration 54Q: 3 clusters Score -2.085269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 55Q: 3 clusters Score -2.08527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -20852692.000000 Penalty: 5931.407227
	Iteration 56Q: 3 clusters Score -2.085269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -20852684.000000 Penalty: 5931.407227
	Iteration 57Q: 3 clusters Score -2.085268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -20852686.000000 Penalty: 5931.407227
	Iteration 58Q: 3 clusters Score -2.085269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -20852688.000000 Penalty: 5931.407227
	Iteration 59Q: 3 clusters Score -2.085269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -20852688.000000 Penalty: 5931.407227
	Iteration 60F: 3 clusters Score -2.085269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 61Q: 3 clusters Score -2.08527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 154501 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 62Q: 3 clusters Score -2.08527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 63Q: 3 clusters Score -2.08527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -20852704.000000 Penalty: 5931.407227
	Iteration 64Q: 3 clusters Score -2.08527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -20852708.000000 Penalty: 5931.407227
	Iteration 65Q: 3 clusters Score -2.085271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -20852706.000000 Penalty: 5931.407227
	Iteration 66Q: 3 clusters Score -2.085271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -20852700.000000 Penalty: 5931.407227
	Iteration 67Q: 3 clusters Score -2.08527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -20852692.000000 Penalty: 5931.407227
	Iteration 68Q: 3 clusters Score -2.085269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 69Q: 3 clusters Score -2.08527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -20852698.000000 Penalty: 5931.407227
	Iteration 70F: 3 clusters Score -2.08527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Entering Unmasked Estep 
Score: -6362566.500000 Penalty: 2669.438232
	Iteration 0F: 2 clusters Score -6362566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -6330516.000000 Penalty: 5338.876465
	Iteration 0F: 3 clusters Score -6330516 nChanged 21822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6342699.000000 Penalty: 5338.876465
	Iteration 1F: 3 clusters Score -6342699 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6343220.500000 Penalty: 5338.876465
	Iteration 2Q: 3 clusters Score -6343220 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -6343757.500000 Penalty: 5338.876465
	Iteration 3Q: 3 clusters Score -6343758 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6344345.500000 Penalty: 5338.876465
	Iteration 4Q: 3 clusters Score -6344346 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6345156.000000 Penalty: 5338.876465
	Iteration 5Q: 3 clusters Score -6345156 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -6346478.500000 Penalty: 5338.876465
	Iteration 6F: 3 clusters Score -6346478 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -6348446.000000 Penalty: 5338.876465
	Iteration 7F: 3 clusters Score -6348446 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -6351173.500000 Penalty: 5338.876465
	Iteration 8F: 3 clusters Score -6351174 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6354195.500000 Penalty: 5338.876465
	Iteration 9F: 3 clusters Score -6354196 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6356735.500000 Penalty: 5338.876465
	Iteration 10F: 3 clusters Score -6356736 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -6358339.500000 Penalty: 5338.876465
	Iteration 11Q: 3 clusters Score -6358340 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6359219.000000 Penalty: 5338.876465
	Iteration 12Q: 3 clusters Score -6359219 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6359633.500000 Penalty: 5338.876465
	Iteration 13Q: 3 clusters Score -6359634 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -6359892.000000 Penalty: 5338.876465
	Iteration 14Q: 3 clusters Score -6359892 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -6359995.500000 Penalty: 5338.876465
	Iteration 15Q: 3 clusters Score -6359996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6360064.500000 Penalty: 5338.876465
	Iteration 16Q: 3 clusters Score -6360064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6360128.500000 Penalty: 5338.876465
	Iteration 17Q: 3 clusters Score -6360128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6360156.000000 Penalty: 5338.876465
	Iteration 18Q: 3 clusters Score -6360156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -6360189.000000 Penalty: 5338.876465
	Iteration 19Q: 3 clusters Score -6360189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -6360206.500000 Penalty: 5338.876465
	Iteration 20F: 3 clusters Score -6360206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -6360238.000000 Penalty: 5338.876465
	Iteration 21Q: 3 clusters Score -6360238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -6360254.500000 Penalty: 5338.876465
	Iteration 22Q: 3 clusters Score -6360254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6360266.500000 Penalty: 5338.876465
	Iteration 23Q: 3 clusters Score -6360266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6360278.500000 Penalty: 5338.876465
	Iteration 24Q: 3 clusters Score -6360278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -6360299.500000 Penalty: 5338.876465
	Iteration 25Q: 3 clusters Score -6360300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -6360326.500000 Penalty: 5338.876465
	Iteration 26Q: 3 clusters Score -6360326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6360338.500000 Penalty: 5338.876465
	Iteration 27Q: 3 clusters Score -6360338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -6360344.500000 Penalty: 5338.876465
	Iteration 28Q: 3 clusters Score -6360344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6360367.500000 Penalty: 5338.876465
	Iteration 29Q: 3 clusters Score -6360368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6360368.500000 Penalty: 5338.876465
	Iteration 30Q: 3 clusters Score -6360368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6360378.000000 Penalty: 5338.876465
	Iteration 31Q: 3 clusters Score -6360378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -6360383.000000 Penalty: 5338.876465
	Iteration 32Q: 3 clusters Score -6360383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6360382.000000 Penalty: 5338.876465
	Iteration 33Q: 3 clusters Score -6360382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6360384.000000 Penalty: 5338.876465
	Iteration 34Q: 3 clusters Score -6360384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -6360386.000000 Penalty: 5338.876465
	Iteration 35Q: 3 clusters Score -6360386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -6360383.000000 Penalty: 5338.876465
	Iteration 36Q: 3 clusters Score -6360383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -6360384.000000 Penalty: 5338.876465
	Iteration 37Q: 3 clusters Score -6360384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -6360380.000000 Penalty: 5338.876465
	Iteration 38Q: 3 clusters Score -6360380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -6360394.500000 Penalty: 5338.876465
	Iteration 39Q: 3 clusters Score -6360394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6360393.000000 Penalty: 5338.876465
	Iteration 40F: 3 clusters Score -6360393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -6360394.000000 Penalty: 5338.876465
	Iteration 41Q: 3 clusters Score -6360394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6360397.500000 Penalty: 5338.876465
	Iteration 42Q: 3 clusters Score -6360398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -6360409.500000 Penalty: 5338.876465
	Iteration 43Q: 3 clusters Score -6360410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6360412.500000 Penalty: 5338.876465
	Iteration 44Q: 3 clusters Score -6360412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6360416.500000 Penalty: 5338.876465
	Iteration 45Q: 3 clusters Score -6360416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -6360411.500000 Penalty: 5338.876465
	Iteration 46Q: 3 clusters Score -6360412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -6360408.500000 Penalty: 5338.876465
	Iteration 47Q: 3 clusters Score -6360408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6360414.000000 Penalty: 5338.876465
	Iteration 48Q: 3 clusters Score -6360414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6360413.000000 Penalty: 5338.876465
	Iteration 49Q: 3 clusters Score -6360413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -6360411.500000 Penalty: 5338.876465
	Iteration 50Q: 3 clusters Score -6360412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -6360416.000000 Penalty: 5338.876465
	Iteration 51Q: 3 clusters Score -6360416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6360422.500000 Penalty: 5338.876465
	Iteration 52Q: 3 clusters Score -6360422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6360425.000000 Penalty: 5338.876465
	Iteration 53Q: 3 clusters Score -6360425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6360425.000000 Penalty: 5338.876465
	Iteration 54F: 3 clusters Score -6360425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -113417.421875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -113417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111598.140625 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -111598.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112129.007812 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -112129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -112505.242188 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -112505.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112678.835938 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -112678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112773.757812 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -112773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -112810.203125 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -112810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -112831.117188 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -112831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -112847.875000 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -112847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -112860.031250 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -112860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -112868.117188 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -112868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -112876.226562 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -112876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -112884.609375 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -112884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -112897.617188 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -112897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -112910.875000 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -112910.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112920.929688 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -112920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112925.960938 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -112926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -112936.695312 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -112936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -112942.570312 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -112942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112945.015625 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -112945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112948.445312 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -112948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -112952.382812 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -112952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112953.921875 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -112953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -112957.484375 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -112957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -112957.484375 Penalty: 3394.500000
	Iteration 23F: 3 clusters Score -112957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -23544.759766 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -23544.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22434.236328 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -22434.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22540.343750 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -22540.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22613.343750 Penalty: 2666.138184
	Iteration 2F: 3 clusters Score -22613.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22625.333984 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -22625.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22625.333984 Penalty: 2666.138184
	Iteration 4F: 3 clusters Score -22625.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Entering Unmasked Estep 
Score: -2555889.000000 Penalty: 2458.311523
	Iteration 0F: 2 clusters Score -2555889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2541651.500000 Penalty: 4916.623047
	Iteration 0F: 3 clusters Score -2541652 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2546340.000000 Penalty: 4916.623047
	Iteration 1F: 3 clusters Score -2546340 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2546893.000000 Penalty: 4916.623047
	Iteration 2F: 3 clusters Score -2546893 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2547374.000000 Penalty: 4916.623047
	Iteration 3F: 3 clusters Score -2547374 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2547956.250000 Penalty: 4916.623047
	Iteration 4F: 3 clusters Score -2547956 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2548739.500000 Penalty: 4916.623047
	Iteration 5F: 3 clusters Score -2548740 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2549748.250000 Penalty: 4916.623047
	Iteration 6F: 3 clusters Score -2549748 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2550938.000000 Penalty: 4916.623047
	Iteration 7F: 3 clusters Score -2550938 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2552068.250000 Penalty: 4916.623047
	Iteration 8F: 3 clusters Score -2552068 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2552856.500000 Penalty: 4916.623047
	Iteration 9Q: 3 clusters Score -2552856 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2553366.500000 Penalty: 4916.623047
	Iteration 10Q: 3 clusters Score -2553366 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2553651.500000 Penalty: 4916.623047
	Iteration 11Q: 3 clusters Score -2553652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2553785.000000 Penalty: 4916.623047
	Iteration 12Q: 3 clusters Score -2553785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2553872.750000 Penalty: 4916.623047
	Iteration 13Q: 3 clusters Score -2553873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2553927.250000 Penalty: 4916.623047
	Iteration 14Q: 3 clusters Score -2553927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2553982.000000 Penalty: 4916.623047
	Iteration 15Q: 3 clusters Score -2553982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2554022.000000 Penalty: 4916.623047
	Iteration 16Q: 3 clusters Score -2554022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2554048.750000 Penalty: 4916.623047
	Iteration 17Q: 3 clusters Score -2554049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2554062.750000 Penalty: 4916.623047
	Iteration 18Q: 3 clusters Score -2554063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2554077.750000 Penalty: 4916.623047
	Iteration 19Q: 3 clusters Score -2554078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2554094.250000 Penalty: 4916.623047
	Iteration 20F: 3 clusters Score -2554094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2554112.500000 Penalty: 4916.623047
	Iteration 21Q: 3 clusters Score -2554112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2554119.250000 Penalty: 4916.623047
	Iteration 22Q: 3 clusters Score -2554119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2554127.500000 Penalty: 4916.623047
	Iteration 23Q: 3 clusters Score -2554128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2554129.250000 Penalty: 4916.623047
	Iteration 24Q: 3 clusters Score -2554129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2554131.250000 Penalty: 4916.623047
	Iteration 25Q: 3 clusters Score -2554131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2554134.250000 Penalty: 4916.623047
	Iteration 26Q: 3 clusters Score -2554134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2554136.500000 Penalty: 4916.623047
	Iteration 27Q: 3 clusters Score -2554136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2554137.500000 Penalty: 4916.623047
	Iteration 28Q: 3 clusters Score -2554138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2554139.500000 Penalty: 4916.623047
	Iteration 29Q: 3 clusters Score -2554140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2554139.500000 Penalty: 4916.623047
	Iteration 30F: 3 clusters Score -2554140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Entering Unmasked Estep 
Score: -7256136.500000 Penalty: 2711.366211
	Iteration 0F: 2 clusters Score -7256136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -7218432.000000 Penalty: 5422.732422
	Iteration 0F: 3 clusters Score -7218432 nChanged 26038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -7232813.000000 Penalty: 5422.732422
	Iteration 1F: 3 clusters Score -7232813 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -7233331.000000 Penalty: 5422.732422
	Iteration 2Q: 3 clusters Score -7233331 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7233843.500000 Penalty: 5422.732422
	Iteration 3Q: 3 clusters Score -7233844 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7234264.000000 Penalty: 5422.732422
	Iteration 4Q: 3 clusters Score -7234264 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -7234744.500000 Penalty: 5422.732422
	Iteration 5Q: 3 clusters Score -7234744 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -7235305.000000 Penalty: 5422.732422
	Iteration 6Q: 3 clusters Score -7235305 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -7236026.000000 Penalty: 5422.732422
	Iteration 7Q: 3 clusters Score -7236026 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -7237124.000000 Penalty: 5422.732422
	Iteration 8Q: 3 clusters Score -7237124 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7238665.000000 Penalty: 5422.732422
	Iteration 9Q: 3 clusters Score -7238665 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -7241082.000000 Penalty: 5422.732422
	Iteration 10F: 3 clusters Score -7241082 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -7244195.500000 Penalty: 5422.732422
	Iteration 11F: 3 clusters Score -7244196 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -7247458.500000 Penalty: 5422.732422
	Iteration 12F: 3 clusters Score -7247458 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7250150.500000 Penalty: 5422.732422
	Iteration 13F: 3 clusters Score -7250150 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -7251870.000000 Penalty: 5422.732422
	Iteration 14Q: 3 clusters Score -7251870 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -7252826.000000 Penalty: 5422.732422
	Iteration 15Q: 3 clusters Score -7252826 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -7253284.500000 Penalty: 5422.732422
	Iteration 16Q: 3 clusters Score -7253284 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -7253520.000000 Penalty: 5422.732422
	Iteration 17Q: 3 clusters Score -7253520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -7253664.500000 Penalty: 5422.732422
	Iteration 18Q: 3 clusters Score -7253664 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -7253733.500000 Penalty: 5422.732422
	Iteration 19Q: 3 clusters Score -7253734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -7253781.500000 Penalty: 5422.732422
	Iteration 20F: 3 clusters Score -7253782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -7253801.000000 Penalty: 5422.732422
	Iteration 21Q: 3 clusters Score -7253801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7253816.000000 Penalty: 5422.732422
	Iteration 22Q: 3 clusters Score -7253816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7253825.000000 Penalty: 5422.732422
	Iteration 23Q: 3 clusters Score -7253825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -7253832.000000 Penalty: 5422.732422
	Iteration 24Q: 3 clusters Score -7253832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7253844.000000 Penalty: 5422.732422
	Iteration 25Q: 3 clusters Score -7253844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -7253842.000000 Penalty: 5422.732422
	Iteration 26Q: 3 clusters Score -7253842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -7253846.000000 Penalty: 5422.732422
	Iteration 27Q: 3 clusters Score -7253846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7253843.000000 Penalty: 5422.732422
	Iteration 28Q: 3 clusters Score -7253843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -7253848.000000 Penalty: 5422.732422
	Iteration 29Q: 3 clusters Score -7253848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -7253854.000000 Penalty: 5422.732422
	Iteration 30Q: 3 clusters Score -7253854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7253856.000000 Penalty: 5422.732422
	Iteration 31Q: 3 clusters Score -7253856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7253858.500000 Penalty: 5422.732422
	Iteration 32Q: 3 clusters Score -7253858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7253864.000000 Penalty: 5422.732422
	Iteration 33Q: 3 clusters Score -7253864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7253869.500000 Penalty: 5422.732422
	Iteration 34Q: 3 clusters Score -7253870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7253868.500000 Penalty: 5422.732422
	Iteration 35Q: 3 clusters Score -7253868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7253869.000000 Penalty: 5422.732422
	Iteration 36Q: 3 clusters Score -7253869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7253867.000000 Penalty: 5422.732422
	Iteration 37Q: 3 clusters Score -7253867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -7253870.500000 Penalty: 5422.732422
	Iteration 38Q: 3 clusters Score -7253870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7253872.000000 Penalty: 5422.732422
	Iteration 39Q: 3 clusters Score -7253872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7253872.000000 Penalty: 5422.732422
	Iteration 40F: 3 clusters Score -7253872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -175065.703125 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -175065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172850.187500 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -172850.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -173182.062500 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -173182.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -173258.625000 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -173258.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -173307.937500 Penalty: 3570.299072
	Iteration 3Q: 3 clusters Score -173307.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173326.578125 Penalty: 3570.299072
	Iteration 4Q: 3 clusters Score -173326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173338.953125 Penalty: 3570.299072
	Iteration 5Q: 3 clusters Score -173339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173345.531250 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -173345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173354.015625 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -173354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -173359.203125 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -173359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173367.000000 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -173367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -173371.437500 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -173371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173372.765625 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -173372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -173373.203125 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -173373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -173373.203125 Penalty: 3570.299072
	Iteration 13F: 3 clusters Score -173373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (185797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185797 members 
Entering Unmasked Estep 
Score: -24680388.000000 Penalty: 3008.837646
	Iteration 0F: 2 clusters Score -2.468039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
Score: -24559184.000000 Penalty: 6017.675293
	Iteration 0F: 3 clusters Score -2.455918e+07 nChanged 89217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -24611620.000000 Penalty: 6017.675293
	Iteration 1F: 3 clusters Score -2.461162e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -24612374.000000 Penalty: 6017.675293
	Iteration 2Q: 3 clusters Score -2.461237e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -24613058.000000 Penalty: 6017.675293
	Iteration 3Q: 3 clusters Score -2.461306e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -24614020.000000 Penalty: 6017.675293
	Iteration 4Q: 3 clusters Score -2.461402e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -24615256.000000 Penalty: 6017.675293
	Iteration 5Q: 3 clusters Score -2.461526e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -24616956.000000 Penalty: 6017.675293
	Iteration 6Q: 3 clusters Score -2.461696e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -24619688.000000 Penalty: 6017.675293
	Iteration 7Q: 3 clusters Score -2.461969e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -24623976.000000 Penalty: 6017.675293
	Iteration 8Q: 3 clusters Score -2.462398e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -24630214.000000 Penalty: 6017.675293
	Iteration 9F: 3 clusters Score -2.463021e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -24638268.000000 Penalty: 6017.675293
	Iteration 10F: 3 clusters Score -2.463827e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -24646672.000000 Penalty: 6017.675293
	Iteration 11F: 3 clusters Score -2.464667e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 132618 members 
Entering Unmasked Estep 
Score: -24653186.000000 Penalty: 6017.675293
	Iteration 12F: 3 clusters Score -2.465319e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -24657002.000000 Penalty: 6017.675293
	Iteration 13Q: 3 clusters Score -2.4657e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -24659206.000000 Penalty: 6017.675293
	Iteration 14Q: 3 clusters Score -2.465921e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -24660904.000000 Penalty: 6017.675293
	Iteration 15Q: 3 clusters Score -2.46609e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -24662382.000000 Penalty: 6017.675293
	Iteration 16Q: 3 clusters Score -2.466238e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -24663758.000000 Penalty: 6017.675293
	Iteration 17Q: 3 clusters Score -2.466376e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -24665016.000000 Penalty: 6017.675293
	Iteration 18Q: 3 clusters Score -2.466502e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -24666206.000000 Penalty: 6017.675293
	Iteration 19Q: 3 clusters Score -2.466621e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -24667330.000000 Penalty: 6017.675293
	Iteration 20F: 3 clusters Score -2.466733e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -24668442.000000 Penalty: 6017.675293
	Iteration 21Q: 3 clusters Score -2.466844e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -24669528.000000 Penalty: 6017.675293
	Iteration 22Q: 3 clusters Score -2.466953e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 169140 members 
Entering Unmasked Estep 
Score: -24670768.000000 Penalty: 6017.675293
	Iteration 23Q: 3 clusters Score -2.467077e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -24671766.000000 Penalty: 6017.675293
	Iteration 24Q: 3 clusters Score -2.467177e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -24672584.000000 Penalty: 6017.675293
	Iteration 25Q: 3 clusters Score -2.467258e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -24673308.000000 Penalty: 6017.675293
	Iteration 26Q: 3 clusters Score -2.467331e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -24674098.000000 Penalty: 6017.675293
	Iteration 27Q: 3 clusters Score -2.46741e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 178444 members 
Entering Unmasked Estep 
Score: -24674666.000000 Penalty: 6017.675293
	Iteration 28Q: 3 clusters Score -2.467467e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 179630 members 
Entering Unmasked Estep 
Score: -24675274.000000 Penalty: 6017.675293
	Iteration 29Q: 3 clusters Score -2.467527e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 180583 members 
Entering Unmasked Estep 
Score: -24675674.000000 Penalty: 6017.675293
	Iteration 30Q: 3 clusters Score -2.467567e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 181403 members 
Entering Unmasked Estep 
Score: -24676066.000000 Penalty: 6017.675293
	Iteration 31Q: 3 clusters Score -2.467607e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -24676352.000000 Penalty: 6017.675293
	Iteration 32Q: 3 clusters Score -2.467635e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 182591 members 
Entering Unmasked Estep 
Score: -24676576.000000 Penalty: 6017.675293
	Iteration 33Q: 3 clusters Score -2.467658e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 183008 members 
Entering Unmasked Estep 
Score: -24676788.000000 Penalty: 6017.675293
	Iteration 34Q: 3 clusters Score -2.467679e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 183351 members 
Entering Unmasked Estep 
Score: -24676974.000000 Penalty: 6017.675293
	Iteration 35Q: 3 clusters Score -2.467697e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 183612 members 
Entering Unmasked Estep 
Score: -24677158.000000 Penalty: 6017.675293
	Iteration 36Q: 3 clusters Score -2.467716e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 183820 members 
Entering Unmasked Estep 
Score: -24677258.000000 Penalty: 6017.675293
	Iteration 37Q: 3 clusters Score -2.467726e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 183978 members 
Entering Unmasked Estep 
Score: -24677326.000000 Penalty: 6017.675293
	Iteration 38Q: 3 clusters Score -2.467733e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 184090 members 
Entering Unmasked Estep 
Score: -24677412.000000 Penalty: 6017.675293
	Iteration 39Q: 3 clusters Score -2.467741e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -24677454.000000 Penalty: 6017.675293
	Iteration 40F: 3 clusters Score -2.467745e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -24677490.000000 Penalty: 6017.675293
	Iteration 41Q: 3 clusters Score -2.467749e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -24677516.000000 Penalty: 6017.675293
	Iteration 42Q: 3 clusters Score -2.467752e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -24677546.000000 Penalty: 6017.675293
	Iteration 43Q: 3 clusters Score -2.467755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -24677574.000000 Penalty: 6017.675293
	Iteration 44Q: 3 clusters Score -2.467757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 184475 members 
Entering Unmasked Estep 
Score: -24677616.000000 Penalty: 6017.675293
	Iteration 45Q: 3 clusters Score -2.467762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 184517 members 
Entering Unmasked Estep 
Score: -24677670.000000 Penalty: 6017.675293
	Iteration 46Q: 3 clusters Score -2.467767e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -24677674.000000 Penalty: 6017.675293
	Iteration 47Q: 3 clusters Score -2.467767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -24677700.000000 Penalty: 6017.675293
	Iteration 48Q: 3 clusters Score -2.46777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -24677708.000000 Penalty: 6017.675293
	Iteration 49Q: 3 clusters Score -2.467771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 184643 members 
Entering Unmasked Estep 
Score: -24677740.000000 Penalty: 6017.675293
	Iteration 50Q: 3 clusters Score -2.467774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 184664 members 
Entering Unmasked Estep 
Score: -24677744.000000 Penalty: 6017.675293
	Iteration 51Q: 3 clusters Score -2.467774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -24677754.000000 Penalty: 6017.675293
	Iteration 52Q: 3 clusters Score -2.467775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 184689 members 
Entering Unmasked Estep 
Score: -24677786.000000 Penalty: 6017.675293
	Iteration 53Q: 3 clusters Score -2.467779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 184702 members 
Entering Unmasked Estep 
Score: -24677792.000000 Penalty: 6017.675293
	Iteration 54Q: 3 clusters Score -2.467779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 184711 members 
Entering Unmasked Estep 
Score: -24677802.000000 Penalty: 6017.675293
	Iteration 55Q: 3 clusters Score -2.46778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -24677824.000000 Penalty: 6017.675293
	Iteration 56Q: 3 clusters Score -2.467782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 184722 members 
Entering Unmasked Estep 
Score: -24677822.000000 Penalty: 6017.675293
	Iteration 57Q: 3 clusters Score -2.467782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 184723 members 
Entering Unmasked Estep 
Score: -24677822.000000 Penalty: 6017.675293
	Iteration 58Q: 3 clusters Score -2.467782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 184724 members 
Entering Unmasked Estep 
Score: -24677822.000000 Penalty: 6017.675293
	Iteration 59Q: 3 clusters Score -2.467782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 184725 members 
Entering Unmasked Estep 
Score: -24677824.000000 Penalty: 6017.675293
	Iteration 60F: 3 clusters Score -2.467782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -208532.546875 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -208532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206091.515625 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -206091.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206767.656250 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -206767.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207250.593750 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -207250.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207811.656250 Penalty: 3707.205566
	Iteration 3F: 3 clusters Score -207811.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -208400.218750 Penalty: 3707.205566
	Iteration 4F: 3 clusters Score -208400.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208933.062500 Penalty: 3707.205566
	Iteration 5F: 3 clusters Score -208933.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -209320.109375 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -209320.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -209839.156250 Penalty: 3707.205566
	Iteration 7F: 3 clusters Score -209839.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210630.359375 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -210630.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -211345.781250 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -211345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211714.531250 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -211714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211714.531250 Penalty: 3707.205566
	Iteration 11F: 3 clusters Score -211714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 156136 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 55990 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185797 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 153011 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146509 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177498 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 520 members 
Entering Unmasked Estep 
Score: -135240992.000000 Penalty: 68693.328125
Splitting cluster 10 changes total score from -135238992.000000 to -135240992.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -913190.687500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -913190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -907499.937500 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -907499.9 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -908964.687500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -908964.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -909207.625000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -909207.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -909356.375000 Penalty: 4379.441406
	Iteration 3Q: 3 clusters Score -909356.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -909462.312500 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -909462.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -909538.250000 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -909538.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -909595.625000 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -909595.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -909635.875000 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -909635.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -909667.125000 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -909667.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -909685.625000 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -909685.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -909701.812500 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -909701.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -909716.437500 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -909716.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -909729.000000 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -909729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -909736.687500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -909736.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -909744.500000 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -909744.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -909751.875000 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -909751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -909756.187500 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -909756.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -909765.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -909765.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -909771.000000 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -909771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -909779.375000 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -909779.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -909790.000000 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -909790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -909800.687500 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -909800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -909809.562500 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -909809.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -909818.062500 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -909818.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -909827.250000 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -909827.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -909831.750000 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -909831.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -909840.750000 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -909840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -909846.187500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -909846.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -909850.187500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -909850.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -909858.187500 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -909858.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -909864.812500 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -909864.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -909879.062500 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -909879.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -909887.562500 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -909887.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -909899.312500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -909899.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -909908.312500 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -909908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -909916.187500 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -909916.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -909924.375000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -909924.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -909931.062500 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -909931.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -909936.437500 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -909936.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -909942.937500 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -909942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -909950.250000 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -909950.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -909956.500000 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -909956.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -909963.750000 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -909963.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -909973.312500 Penalty: 4379.441406
	Iteration 43Q: 3 clusters Score -909973.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -909987.437500 Penalty: 4379.441406
	Iteration 44Q: 3 clusters Score -909987.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -909998.687500 Penalty: 4379.441406
	Iteration 45Q: 3 clusters Score -909998.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -910015.625000 Penalty: 4379.441406
	Iteration 46Q: 3 clusters Score -910015.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -910042.375000 Penalty: 4379.441406
	Iteration 47Q: 3 clusters Score -910042.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -910072.375000 Penalty: 4379.441406
	Iteration 48Q: 3 clusters Score -910072.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -910113.437500 Penalty: 4379.441406
	Iteration 49Q: 3 clusters Score -910113.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -910151.062500 Penalty: 4379.441406
	Iteration 50Q: 3 clusters Score -910151.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -910191.250000 Penalty: 4379.441406
	Iteration 51Q: 3 clusters Score -910191.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -910236.437500 Penalty: 4379.441406
	Iteration 52Q: 3 clusters Score -910236.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -910285.125000 Penalty: 4379.441406
	Iteration 53Q: 3 clusters Score -910285.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -910333.000000 Penalty: 4379.441406
	Iteration 54Q: 3 clusters Score -910333 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -910406.312500 Penalty: 4379.441406
	Iteration 55Q: 3 clusters Score -910406.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -910497.000000 Penalty: 4379.441406
	Iteration 56Q: 3 clusters Score -910497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -910590.937500 Penalty: 4379.441406
	Iteration 57Q: 3 clusters Score -910590.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -910687.125000 Penalty: 4379.441406
	Iteration 58Q: 3 clusters Score -910687.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -910806.187500 Penalty: 4379.441406
	Iteration 59Q: 3 clusters Score -910806.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -910905.500000 Penalty: 4379.441406
	Iteration 60F: 3 clusters Score -910905.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -910980.125000 Penalty: 4379.441406
	Iteration 61Q: 3 clusters Score -910980.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -911028.687500 Penalty: 4379.441406
	Iteration 62Q: 3 clusters Score -911028.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -911058.312500 Penalty: 4379.441406
	Iteration 63Q: 3 clusters Score -911058.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -911074.062500 Penalty: 4379.441406
	Iteration 64Q: 3 clusters Score -911074.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -911091.125000 Penalty: 4379.441406
	Iteration 65Q: 3 clusters Score -911091.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -911103.875000 Penalty: 4379.441406
	Iteration 66Q: 3 clusters Score -911103.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -911119.875000 Penalty: 4379.441406
	Iteration 67Q: 3 clusters Score -911119.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -911130.875000 Penalty: 4379.441406
	Iteration 68Q: 3 clusters Score -911130.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -911145.125000 Penalty: 4379.441406
	Iteration 69Q: 3 clusters Score -911145.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -911155.062500 Penalty: 4379.441406
	Iteration 70Q: 3 clusters Score -911155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -911166.000000 Penalty: 4379.441406
	Iteration 71Q: 3 clusters Score -911166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -911177.062500 Penalty: 4379.441406
	Iteration 72Q: 3 clusters Score -911177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -911186.312500 Penalty: 4379.441406
	Iteration 73Q: 3 clusters Score -911186.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -911194.000000 Penalty: 4379.441406
	Iteration 74Q: 3 clusters Score -911194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -911197.687500 Penalty: 4379.441406
	Iteration 75Q: 3 clusters Score -911197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -911198.500000 Penalty: 4379.441406
	Iteration 76Q: 3 clusters Score -911198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -911203.312500 Penalty: 4379.441406
	Iteration 77Q: 3 clusters Score -911203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -911204.875000 Penalty: 4379.441406
	Iteration 78Q: 3 clusters Score -911204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -911205.187500 Penalty: 4379.441406
	Iteration 79Q: 3 clusters Score -911205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -911208.187500 Penalty: 4379.441406
	Iteration 80F: 3 clusters Score -911208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -911208.312500 Penalty: 4379.441406
	Iteration 81Q: 3 clusters Score -911208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -911208.187500 Penalty: 4379.441406
	Iteration 82Q: 3 clusters Score -911208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -911208.437500 Penalty: 4379.441406
	Iteration 83Q: 3 clusters Score -911208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -911208.437500 Penalty: 4379.441406
	Iteration 84F: 3 clusters Score -911208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Entering Unmasked Estep 
Score: -20427832.000000 Penalty: 2960.689697
	Iteration 0F: 2 clusters Score -2.042783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -20330140.000000 Penalty: 5921.379395
	Iteration 0F: 3 clusters Score -2.033014e+07 nChanged 73135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -20372244.000000 Penalty: 5921.379395
	Iteration 1F: 3 clusters Score -2.037224e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -20373112.000000 Penalty: 5921.379395
	Iteration 2Q: 3 clusters Score -2.037311e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -20374180.000000 Penalty: 5921.379395
	Iteration 3Q: 3 clusters Score -2.037418e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -20375790.000000 Penalty: 5921.379395
	Iteration 4Q: 3 clusters Score -2.037579e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95463 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -20379076.000000 Penalty: 5921.379395
	Iteration 5Q: 3 clusters Score -2.037908e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -20384990.000000 Penalty: 5921.379395
	Iteration 6F: 3 clusters Score -2.038499e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117410 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -20394748.000000 Penalty: 5921.379395
	Iteration 7F: 3 clusters Score -2.039475e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -20406724.000000 Penalty: 5921.379395
	Iteration 8F: 3 clusters Score -2.040672e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141561 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -20416366.000000 Penalty: 5921.379395
	Iteration 9F: 3 clusters Score -2.041637e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -20421528.000000 Penalty: 5921.379395
	Iteration 10Q: 3 clusters Score -2.042153e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -20423626.000000 Penalty: 5921.379395
	Iteration 11Q: 3 clusters Score -2.042363e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -20424640.000000 Penalty: 5921.379395
	Iteration 12Q: 3 clusters Score -2.042464e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20425032.000000 Penalty: 5921.379395
	Iteration 13Q: 3 clusters Score -2.042503e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20425196.000000 Penalty: 5921.379395
	Iteration 14Q: 3 clusters Score -2.04252e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20425346.000000 Penalty: 5921.379395
	Iteration 15Q: 3 clusters Score -2.042535e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20425422.000000 Penalty: 5921.379395
	Iteration 16Q: 3 clusters Score -2.042542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20425478.000000 Penalty: 5921.379395
	Iteration 17Q: 3 clusters Score -2.042548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20425514.000000 Penalty: 5921.379395
	Iteration 18Q: 3 clusters Score -2.042551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20425554.000000 Penalty: 5921.379395
	Iteration 19Q: 3 clusters Score -2.042555e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152236 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -20425564.000000 Penalty: 5921.379395
	Iteration 20F: 3 clusters Score -2.042556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20425590.000000 Penalty: 5921.379395
	Iteration 21Q: 3 clusters Score -2.042559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20425622.000000 Penalty: 5921.379395
	Iteration 22Q: 3 clusters Score -2.042562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20425630.000000 Penalty: 5921.379395
	Iteration 23Q: 3 clusters Score -2.042563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20425642.000000 Penalty: 5921.379395
	Iteration 24Q: 3 clusters Score -2.042564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20425628.000000 Penalty: 5921.379395
	Iteration 25Q: 3 clusters Score -2.042563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20425634.000000 Penalty: 5921.379395
	Iteration 26Q: 3 clusters Score -2.042563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152263 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20425626.000000 Penalty: 5921.379395
	Iteration 27Q: 3 clusters Score -2.042563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20425636.000000 Penalty: 5921.379395
	Iteration 28Q: 3 clusters Score -2.042564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20425628.000000 Penalty: 5921.379395
	Iteration 29Q: 3 clusters Score -2.042563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20425640.000000 Penalty: 5921.379395
	Iteration 30Q: 3 clusters Score -2.042564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20425662.000000 Penalty: 5921.379395
	Iteration 31Q: 3 clusters Score -2.042566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20425666.000000 Penalty: 5921.379395
	Iteration 32Q: 3 clusters Score -2.042567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20425660.000000 Penalty: 5921.379395
	Iteration 33Q: 3 clusters Score -2.042566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20425668.000000 Penalty: 5921.379395
	Iteration 34Q: 3 clusters Score -2.042567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20425674.000000 Penalty: 5921.379395
	Iteration 35Q: 3 clusters Score -2.042567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20425674.000000 Penalty: 5921.379395
	Iteration 36Q: 3 clusters Score -2.042567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20425686.000000 Penalty: 5921.379395
	Iteration 37Q: 3 clusters Score -2.042569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20425692.000000 Penalty: 5921.379395
	Iteration 38Q: 3 clusters Score -2.042569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20425690.000000 Penalty: 5921.379395
	Iteration 39Q: 3 clusters Score -2.042569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20425690.000000 Penalty: 5921.379395
	Iteration 40F: 3 clusters Score -2.042569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -137295.515625 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -137295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135284.796875 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -135284.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135575.531250 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -135575.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135665.765625 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -135665.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135737.156250 Penalty: 3478.009277
	Iteration 3Q: 3 clusters Score -135737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135781.468750 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -135781.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135818.156250 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -135818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135835.156250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -135835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135847.046875 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -135847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135852.687500 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -135852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135859.468750 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -135859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135862.093750 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -135862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135864.625000 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -135864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135866.968750 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -135867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135866.968750 Penalty: 3478.009277
	Iteration 13F: 3 clusters Score -135867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Entering Unmasked Estep 
Score: -19517490.000000 Penalty: 2949.920898
	Iteration 0F: 2 clusters Score -1.951749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -19422536.000000 Penalty: 5899.841797
	Iteration 0F: 3 clusters Score -1.942254e+07 nChanged 69769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -19463476.000000 Penalty: 5899.841797
	Iteration 1F: 3 clusters Score -1.946348e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -19465674.000000 Penalty: 5899.841797
	Iteration 2Q: 3 clusters Score -1.946567e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -19469282.000000 Penalty: 5899.841797
	Iteration 3F: 3 clusters Score -1.946928e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -19475544.000000 Penalty: 5899.841797
	Iteration 4F: 3 clusters Score -1.947554e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -19485254.000000 Penalty: 5899.841797
	Iteration 5F: 3 clusters Score -1.948525e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -19496922.000000 Penalty: 5899.841797
	Iteration 6F: 3 clusters Score -1.949692e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -19506154.000000 Penalty: 5899.841797
	Iteration 7F: 3 clusters Score -1.950615e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -19511458.000000 Penalty: 5899.841797
	Iteration 8Q: 3 clusters Score -1.951146e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -19513886.000000 Penalty: 5899.841797
	Iteration 9Q: 3 clusters Score -1.951389e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141055 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -19515038.000000 Penalty: 5899.841797
	Iteration 10Q: 3 clusters Score -1.951504e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -19515710.000000 Penalty: 5899.841797
	Iteration 11Q: 3 clusters Score -1.951571e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -19516184.000000 Penalty: 5899.841797
	Iteration 12Q: 3 clusters Score -1.951618e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -19516442.000000 Penalty: 5899.841797
	Iteration 13Q: 3 clusters Score -1.951644e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -19516556.000000 Penalty: 5899.841797
	Iteration 14Q: 3 clusters Score -1.951656e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -19516664.000000 Penalty: 5899.841797
	Iteration 15Q: 3 clusters Score -1.951666e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -19516708.000000 Penalty: 5899.841797
	Iteration 16Q: 3 clusters Score -1.951671e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -19516722.000000 Penalty: 5899.841797
	Iteration 17Q: 3 clusters Score -1.951672e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -19516722.000000 Penalty: 5899.841797
	Iteration 18Q: 3 clusters Score -1.951672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -19516748.000000 Penalty: 5899.841797
	Iteration 19Q: 3 clusters Score -1.951675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -19516754.000000 Penalty: 5899.841797
	Iteration 20F: 3 clusters Score -1.951675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -19516764.000000 Penalty: 5899.841797
	Iteration 21Q: 3 clusters Score -1.951676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19516748.000000 Penalty: 5899.841797
	Iteration 22Q: 3 clusters Score -1.951675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -19516764.000000 Penalty: 5899.841797
	Iteration 23Q: 3 clusters Score -1.951676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19516786.000000 Penalty: 5899.841797
	Iteration 24Q: 3 clusters Score -1.951679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -19516790.000000 Penalty: 5899.841797
	Iteration 25Q: 3 clusters Score -1.951679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143699 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -19516812.000000 Penalty: 5899.841797
	Iteration 26Q: 3 clusters Score -1.951681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19516812.000000 Penalty: 5899.841797
	Iteration 27Q: 3 clusters Score -1.951681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19516810.000000 Penalty: 5899.841797
	Iteration 28Q: 3 clusters Score -1.951681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19516806.000000 Penalty: 5899.841797
	Iteration 29Q: 3 clusters Score -1.951681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -19516800.000000 Penalty: 5899.841797
	Iteration 30Q: 3 clusters Score -1.95168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -19516800.000000 Penalty: 5899.841797
	Iteration 31Q: 3 clusters Score -1.95168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -19516780.000000 Penalty: 5899.841797
	Iteration 32Q: 3 clusters Score -1.951678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -19516782.000000 Penalty: 5899.841797
	Iteration 33Q: 3 clusters Score -1.951678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19516794.000000 Penalty: 5899.841797
	Iteration 34Q: 3 clusters Score -1.951679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19516808.000000 Penalty: 5899.841797
	Iteration 35Q: 3 clusters Score -1.951681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143760 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19516804.000000 Penalty: 5899.841797
	Iteration 36Q: 3 clusters Score -1.95168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -19516804.000000 Penalty: 5899.841797
	Iteration 37Q: 3 clusters Score -1.95168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143770 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19516818.000000 Penalty: 5899.841797
	Iteration 38Q: 3 clusters Score -1.951682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -19516820.000000 Penalty: 5899.841797
	Iteration 39Q: 3 clusters Score -1.951682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -19516818.000000 Penalty: 5899.841797
	Iteration 40F: 3 clusters Score -1.951682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19516824.000000 Penalty: 5899.841797
	Iteration 41Q: 3 clusters Score -1.951682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19516826.000000 Penalty: 5899.841797
	Iteration 42Q: 3 clusters Score -1.951683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19516826.000000 Penalty: 5899.841797
	Iteration 43F: 3 clusters Score -1.951683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -1436987.750000 Penalty: 2303.342773
	Iteration 0F: 2 clusters Score -1436988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1428789.375000 Penalty: 4606.685547
	Iteration 0F: 3 clusters Score -1428789 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1431160.875000 Penalty: 4606.685547
	Iteration 1F: 3 clusters Score -1431161 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1431418.250000 Penalty: 4606.685547
	Iteration 2F: 3 clusters Score -1431418 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1431589.500000 Penalty: 4606.685547
	Iteration 3Q: 3 clusters Score -1431590 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1431711.375000 Penalty: 4606.685547
	Iteration 4Q: 3 clusters Score -1431711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1431806.500000 Penalty: 4606.685547
	Iteration 5Q: 3 clusters Score -1431806 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1431885.250000 Penalty: 4606.685547
	Iteration 6Q: 3 clusters Score -1431885 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1431941.125000 Penalty: 4606.685547
	Iteration 7Q: 3 clusters Score -1431941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1432004.000000 Penalty: 4606.685547
	Iteration 8Q: 3 clusters Score -1432004 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1432078.000000 Penalty: 4606.685547
	Iteration 9Q: 3 clusters Score -1432078 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1432160.125000 Penalty: 4606.685547
	Iteration 10Q: 3 clusters Score -1432160 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1432245.375000 Penalty: 4606.685547
	Iteration 11Q: 3 clusters Score -1432245 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1432361.500000 Penalty: 4606.685547
	Iteration 12Q: 3 clusters Score -1432362 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1432496.000000 Penalty: 4606.685547
	Iteration 13Q: 3 clusters Score -1432496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1432627.750000 Penalty: 4606.685547
	Iteration 14Q: 3 clusters Score -1432628 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1432767.750000 Penalty: 4606.685547
	Iteration 15Q: 3 clusters Score -1432768 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1432919.250000 Penalty: 4606.685547
	Iteration 16Q: 3 clusters Score -1432919 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1433031.750000 Penalty: 4606.685547
	Iteration 17Q: 3 clusters Score -1433032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1433141.125000 Penalty: 4606.685547
	Iteration 18Q: 3 clusters Score -1433141 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1433247.625000 Penalty: 4606.685547
	Iteration 19Q: 3 clusters Score -1433248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1433345.000000 Penalty: 4606.685547
	Iteration 20F: 3 clusters Score -1433345 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1433457.500000 Penalty: 4606.685547
	Iteration 21Q: 3 clusters Score -1433458 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1433557.750000 Penalty: 4606.685547
	Iteration 22Q: 3 clusters Score -1433558 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1433655.625000 Penalty: 4606.685547
	Iteration 23Q: 3 clusters Score -1433656 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1433761.000000 Penalty: 4606.685547
	Iteration 24Q: 3 clusters Score -1433761 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1433845.500000 Penalty: 4606.685547
	Iteration 25Q: 3 clusters Score -1433846 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1433920.500000 Penalty: 4606.685547
	Iteration 26Q: 3 clusters Score -1433920 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1433998.500000 Penalty: 4606.685547
	Iteration 27Q: 3 clusters Score -1433998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1434087.625000 Penalty: 4606.685547
	Iteration 28Q: 3 clusters Score -1434088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1434170.375000 Penalty: 4606.685547
	Iteration 29Q: 3 clusters Score -1434170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1434247.000000 Penalty: 4606.685547
	Iteration 30Q: 3 clusters Score -1434247 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1434324.125000 Penalty: 4606.685547
	Iteration 31Q: 3 clusters Score -1434324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1434400.750000 Penalty: 4606.685547
	Iteration 32Q: 3 clusters Score -1434401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1434462.500000 Penalty: 4606.685547
	Iteration 33Q: 3 clusters Score -1434462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1434536.750000 Penalty: 4606.685547
	Iteration 34Q: 3 clusters Score -1434537 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1434606.875000 Penalty: 4606.685547
	Iteration 35Q: 3 clusters Score -1434607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1434668.000000 Penalty: 4606.685547
	Iteration 36Q: 3 clusters Score -1434668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1434731.000000 Penalty: 4606.685547
	Iteration 37Q: 3 clusters Score -1434731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1434766.875000 Penalty: 4606.685547
	Iteration 38Q: 3 clusters Score -1434767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1434795.500000 Penalty: 4606.685547
	Iteration 39Q: 3 clusters Score -1434796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1434822.500000 Penalty: 4606.685547
	Iteration 40F: 3 clusters Score -1434822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1434833.500000 Penalty: 4606.685547
	Iteration 41Q: 3 clusters Score -1434834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1434847.250000 Penalty: 4606.685547
	Iteration 42Q: 3 clusters Score -1434847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1434866.375000 Penalty: 4606.685547
	Iteration 43Q: 3 clusters Score -1434866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1434883.375000 Penalty: 4606.685547
	Iteration 44Q: 3 clusters Score -1434883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1434897.750000 Penalty: 4606.685547
	Iteration 45Q: 3 clusters Score -1434898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1434909.500000 Penalty: 4606.685547
	Iteration 46Q: 3 clusters Score -1434910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1434915.125000 Penalty: 4606.685547
	Iteration 47Q: 3 clusters Score -1434915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1434928.250000 Penalty: 4606.685547
	Iteration 48Q: 3 clusters Score -1434928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1434937.875000 Penalty: 4606.685547
	Iteration 49Q: 3 clusters Score -1434938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1434945.250000 Penalty: 4606.685547
	Iteration 50Q: 3 clusters Score -1434945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1434950.125000 Penalty: 4606.685547
	Iteration 51Q: 3 clusters Score -1434950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1434956.250000 Penalty: 4606.685547
	Iteration 52Q: 3 clusters Score -1434956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1434960.125000 Penalty: 4606.685547
	Iteration 53Q: 3 clusters Score -1434960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1434965.625000 Penalty: 4606.685547
	Iteration 54Q: 3 clusters Score -1434966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1434971.125000 Penalty: 4606.685547
	Iteration 55Q: 3 clusters Score -1434971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1434975.750000 Penalty: 4606.685547
	Iteration 56Q: 3 clusters Score -1434976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1434981.250000 Penalty: 4606.685547
	Iteration 57Q: 3 clusters Score -1434981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1434985.375000 Penalty: 4606.685547
	Iteration 58Q: 3 clusters Score -1434985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1434990.875000 Penalty: 4606.685547
	Iteration 59Q: 3 clusters Score -1434991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1434990.000000 Penalty: 4606.685547
	Iteration 60F: 3 clusters Score -1434990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1434990.500000 Penalty: 4606.685547
	Iteration 61Q: 3 clusters Score -1434990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1434991.375000 Penalty: 4606.685547
	Iteration 62Q: 3 clusters Score -1434991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1434994.375000 Penalty: 4606.685547
	Iteration 63Q: 3 clusters Score -1434994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1434995.875000 Penalty: 4606.685547
	Iteration 64Q: 3 clusters Score -1434996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1435003.500000 Penalty: 4606.685547
	Iteration 65Q: 3 clusters Score -1435004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1435012.250000 Penalty: 4606.685547
	Iteration 66Q: 3 clusters Score -1435012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1435014.125000 Penalty: 4606.685547
	Iteration 67Q: 3 clusters Score -1435014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1435020.375000 Penalty: 4606.685547
	Iteration 68Q: 3 clusters Score -1435020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1435026.750000 Penalty: 4606.685547
	Iteration 69Q: 3 clusters Score -1435027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1435029.500000 Penalty: 4606.685547
	Iteration 70Q: 3 clusters Score -1435030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1435035.500000 Penalty: 4606.685547
	Iteration 71Q: 3 clusters Score -1435036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1435041.875000 Penalty: 4606.685547
	Iteration 72Q: 3 clusters Score -1435042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1435044.125000 Penalty: 4606.685547
	Iteration 73Q: 3 clusters Score -1435044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1435044.375000 Penalty: 4606.685547
	Iteration 74Q: 3 clusters Score -1435044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1435045.125000 Penalty: 4606.685547
	Iteration 75Q: 3 clusters Score -1435045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1435044.375000 Penalty: 4606.685547
	Iteration 76Q: 3 clusters Score -1435044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1435045.625000 Penalty: 4606.685547
	Iteration 77Q: 3 clusters Score -1435046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1435049.375000 Penalty: 4606.685547
	Iteration 78Q: 3 clusters Score -1435049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1435050.500000 Penalty: 4606.685547
	Iteration 79Q: 3 clusters Score -1435050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1435050.625000 Penalty: 4606.685547
	Iteration 80F: 3 clusters Score -1435051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -214041.343750 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -214041.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211642.171875 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -211642.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -212041.781250 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -212041.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212169.140625 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -212169.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212258.984375 Penalty: 3668.886719
	Iteration 3Q: 3 clusters Score -212259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212305.578125 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -212305.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212323.828125 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -212323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212339.859375 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -212339.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212356.421875 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -212356.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212365.937500 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -212365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212369.640625 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -212369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212373.406250 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -212373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -212379.968750 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -212380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212386.218750 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -212386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212388.843750 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -212388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212396.562500 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -212396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212401.234375 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -212401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212403.671875 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -212403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212404.796875 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -212404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212407.062500 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -212407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212408.296875 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -212408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212410.031250 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -212410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212411.062500 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -212411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212411.562500 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -212411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212411.562500 Penalty: 3668.886719
	Iteration 23F: 3 clusters Score -212411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Entering Unmasked Estep 
Score: -23580016.000000 Penalty: 2997.505371
	Iteration 0F: 2 clusters Score -2.358002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -23466568.000000 Penalty: 5995.010742
	Iteration 0F: 3 clusters Score -2.346657e+07 nChanged 85440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -23516774.000000 Penalty: 5995.010742
	Iteration 1F: 3 clusters Score -2.351677e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -23517948.000000 Penalty: 5995.010742
	Iteration 2Q: 3 clusters Score -2.351795e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -23519586.000000 Penalty: 5995.010742
	Iteration 3Q: 3 clusters Score -2.351959e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -23522132.000000 Penalty: 5995.010742
	Iteration 4Q: 3 clusters Score -2.352213e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -23526346.000000 Penalty: 5995.010742
	Iteration 5Q: 3 clusters Score -2.352635e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -23532652.000000 Penalty: 5995.010742
	Iteration 6F: 3 clusters Score -2.353265e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112639 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -23540984.000000 Penalty: 5995.010742
	Iteration 7F: 3 clusters Score -2.354098e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -23549632.000000 Penalty: 5995.010742
	Iteration 8F: 3 clusters Score -2.354963e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -23556594.000000 Penalty: 5995.010742
	Iteration 9F: 3 clusters Score -2.355659e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -23560680.000000 Penalty: 5995.010742
	Iteration 10Q: 3 clusters Score -2.356068e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -23562636.000000 Penalty: 5995.010742
	Iteration 11Q: 3 clusters Score -2.356264e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130336 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -23563656.000000 Penalty: 5995.010742
	Iteration 12Q: 3 clusters Score -2.356366e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132736 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -23564190.000000 Penalty: 5995.010742
	Iteration 13Q: 3 clusters Score -2.356419e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135112 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -23564732.000000 Penalty: 5995.010742
	Iteration 14Q: 3 clusters Score -2.356473e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -23565296.000000 Penalty: 5995.010742
	Iteration 15Q: 3 clusters Score -2.35653e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -23565896.000000 Penalty: 5995.010742
	Iteration 16Q: 3 clusters Score -2.35659e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -23566472.000000 Penalty: 5995.010742
	Iteration 17Q: 3 clusters Score -2.356647e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -23567062.000000 Penalty: 5995.010742
	Iteration 18Q: 3 clusters Score -2.356706e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146308 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -23567492.000000 Penalty: 5995.010742
	Iteration 19Q: 3 clusters Score -2.356749e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -23567896.000000 Penalty: 5995.010742
	Iteration 20F: 3 clusters Score -2.35679e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -23568348.000000 Penalty: 5995.010742
	Iteration 21Q: 3 clusters Score -2.356835e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -23568762.000000 Penalty: 5995.010742
	Iteration 22Q: 3 clusters Score -2.356876e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -23569132.000000 Penalty: 5995.010742
	Iteration 23Q: 3 clusters Score -2.356913e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -23569528.000000 Penalty: 5995.010742
	Iteration 24Q: 3 clusters Score -2.356953e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -23569848.000000 Penalty: 5995.010742
	Iteration 25Q: 3 clusters Score -2.356985e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -23570166.000000 Penalty: 5995.010742
	Iteration 26Q: 3 clusters Score -2.357017e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -23570544.000000 Penalty: 5995.010742
	Iteration 27Q: 3 clusters Score -2.357054e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -23570960.000000 Penalty: 5995.010742
	Iteration 28Q: 3 clusters Score -2.357096e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161594 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -23571458.000000 Penalty: 5995.010742
	Iteration 29Q: 3 clusters Score -2.357146e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -23571888.000000 Penalty: 5995.010742
	Iteration 30Q: 3 clusters Score -2.357189e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -23572350.000000 Penalty: 5995.010742
	Iteration 31Q: 3 clusters Score -2.357235e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -23572798.000000 Penalty: 5995.010742
	Iteration 32Q: 3 clusters Score -2.35728e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -23573224.000000 Penalty: 5995.010742
	Iteration 33Q: 3 clusters Score -2.357322e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -23573708.000000 Penalty: 5995.010742
	Iteration 34Q: 3 clusters Score -2.357371e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167740 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -23574130.000000 Penalty: 5995.010742
	Iteration 35Q: 3 clusters Score -2.357413e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -23574536.000000 Penalty: 5995.010742
	Iteration 36Q: 3 clusters Score -2.357454e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -23574982.000000 Penalty: 5995.010742
	Iteration 37Q: 3 clusters Score -2.357498e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -23575316.000000 Penalty: 5995.010742
	Iteration 38Q: 3 clusters Score -2.357532e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -23575584.000000 Penalty: 5995.010742
	Iteration 39Q: 3 clusters Score -2.357558e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -23575800.000000 Penalty: 5995.010742
	Iteration 40F: 3 clusters Score -2.35758e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -23575996.000000 Penalty: 5995.010742
	Iteration 41Q: 3 clusters Score -2.3576e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -23576104.000000 Penalty: 5995.010742
	Iteration 42Q: 3 clusters Score -2.35761e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -23576194.000000 Penalty: 5995.010742
	Iteration 43Q: 3 clusters Score -2.357619e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172933 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -23576334.000000 Penalty: 5995.010742
	Iteration 44Q: 3 clusters Score -2.357633e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173241 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -23576476.000000 Penalty: 5995.010742
	Iteration 45Q: 3 clusters Score -2.357648e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -23576624.000000 Penalty: 5995.010742
	Iteration 46Q: 3 clusters Score -2.357662e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -23576740.000000 Penalty: 5995.010742
	Iteration 47Q: 3 clusters Score -2.357674e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23576838.000000 Penalty: 5995.010742
	Iteration 48Q: 3 clusters Score -2.357684e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174119 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -23576904.000000 Penalty: 5995.010742
	Iteration 49Q: 3 clusters Score -2.35769e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -23577028.000000 Penalty: 5995.010742
	Iteration 50Q: 3 clusters Score -2.357703e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174435 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -23577058.000000 Penalty: 5995.010742
	Iteration 51Q: 3 clusters Score -2.357706e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174569 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -23577076.000000 Penalty: 5995.010742
	Iteration 52Q: 3 clusters Score -2.357708e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174666 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -23577072.000000 Penalty: 5995.010742
	Iteration 53Q: 3 clusters Score -2.357707e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -23577094.000000 Penalty: 5995.010742
	Iteration 54Q: 3 clusters Score -2.357709e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -23577124.000000 Penalty: 5995.010742
	Iteration 55Q: 3 clusters Score -2.357712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -23577172.000000 Penalty: 5995.010742
	Iteration 56Q: 3 clusters Score -2.357717e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -23577210.000000 Penalty: 5995.010742
	Iteration 57Q: 3 clusters Score -2.357721e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175046 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23577248.000000 Penalty: 5995.010742
	Iteration 58Q: 3 clusters Score -2.357725e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175101 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -23577232.000000 Penalty: 5995.010742
	Iteration 59Q: 3 clusters Score -2.357723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175150 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23577278.000000 Penalty: 5995.010742
	Iteration 60F: 3 clusters Score -2.357728e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -23577254.000000 Penalty: 5995.010742
	Iteration 61Q: 3 clusters Score -2.357725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175232 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23577272.000000 Penalty: 5995.010742
	Iteration 62Q: 3 clusters Score -2.357727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23577300.000000 Penalty: 5995.010742
	Iteration 63Q: 3 clusters Score -2.35773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23577298.000000 Penalty: 5995.010742
	Iteration 64Q: 3 clusters Score -2.35773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -23577360.000000 Penalty: 5995.010742
	Iteration 65Q: 3 clusters Score -2.357736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 5995.010742
	Iteration 66Q: 3 clusters Score -2.35774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175377 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 5995.010742
	Iteration 67Q: 3 clusters Score -2.35774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23577380.000000 Penalty: 5995.010742
	Iteration 68Q: 3 clusters Score -2.357738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23577390.000000 Penalty: 5995.010742
	Iteration 69Q: 3 clusters Score -2.357739e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23577372.000000 Penalty: 5995.010742
	Iteration 70Q: 3 clusters Score -2.357737e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -23577400.000000 Penalty: 5995.010742
	Iteration 71Q: 3 clusters Score -2.35774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23577390.000000 Penalty: 5995.010742
	Iteration 72Q: 3 clusters Score -2.357739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 5995.010742
	Iteration 73Q: 3 clusters Score -2.357745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23577418.000000 Penalty: 5995.010742
	Iteration 74Q: 3 clusters Score -2.357742e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 5995.010742
	Iteration 75Q: 3 clusters Score -2.357745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 5995.010742
	Iteration 76Q: 3 clusters Score -2.357745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23577456.000000 Penalty: 5995.010742
	Iteration 77Q: 3 clusters Score -2.357746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23577462.000000 Penalty: 5995.010742
	Iteration 78Q: 3 clusters Score -2.357746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175661 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -23577454.000000 Penalty: 5995.010742
	Iteration 79Q: 3 clusters Score -2.357745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175673 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23577462.000000 Penalty: 5995.010742
	Iteration 80F: 3 clusters Score -2.357746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -23577438.000000 Penalty: 5995.010742
	Iteration 81Q: 3 clusters Score -2.357744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23577436.000000 Penalty: 5995.010742
	Iteration 82Q: 3 clusters Score -2.357744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23577444.000000 Penalty: 5995.010742
	Iteration 83Q: 3 clusters Score -2.357744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23577438.000000 Penalty: 5995.010742
	Iteration 84Q: 3 clusters Score -2.357744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23577438.000000 Penalty: 5995.010742
	Iteration 85Q: 3 clusters Score -2.357744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -23577446.000000 Penalty: 5995.010742
	Iteration 86Q: 3 clusters Score -2.357745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175709 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -23577438.000000 Penalty: 5995.010742
	Iteration 87Q: 3 clusters Score -2.357744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23577448.000000 Penalty: 5995.010742
	Iteration 88Q: 3 clusters Score -2.357745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -23577450.000000 Penalty: 5995.010742
	Iteration 89Q: 3 clusters Score -2.357745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -23577442.000000 Penalty: 5995.010742
	Iteration 90Q: 3 clusters Score -2.357744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -23577448.000000 Penalty: 5995.010742
	Iteration 91Q: 3 clusters Score -2.357745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -23577458.000000 Penalty: 5995.010742
	Iteration 92Q: 3 clusters Score -2.357746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23577452.000000 Penalty: 5995.010742
	Iteration 93Q: 3 clusters Score -2.357745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23577452.000000 Penalty: 5995.010742
	Iteration 94F: 3 clusters Score -2.357745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Entering Unmasked Estep 
Score: -8365675.000000 Penalty: 2737.993164
	Iteration 0F: 2 clusters Score -8365675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -8323792.500000 Penalty: 5475.986328
	Iteration 0F: 3 clusters Score -8323792 nChanged 29010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8340122.500000 Penalty: 5475.986328
	Iteration 1F: 3 clusters Score -8340122 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8340633.000000 Penalty: 5475.986328
	Iteration 2Q: 3 clusters Score -8340633 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -8341089.000000 Penalty: 5475.986328
	Iteration 3Q: 3 clusters Score -8341089 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -8341503.000000 Penalty: 5475.986328
	Iteration 4Q: 3 clusters Score -8341503 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -8341976.000000 Penalty: 5475.986328
	Iteration 5Q: 3 clusters Score -8341976 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -8342469.500000 Penalty: 5475.986328
	Iteration 6Q: 3 clusters Score -8342470 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -8343323.000000 Penalty: 5475.986328
	Iteration 7Q: 3 clusters Score -8343323 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -8344397.000000 Penalty: 5475.986328
	Iteration 8Q: 3 clusters Score -8344397 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8345799.000000 Penalty: 5475.986328
	Iteration 9Q: 3 clusters Score -8345799 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -8347626.500000 Penalty: 5475.986328
	Iteration 10Q: 3 clusters Score -8347626 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -8349840.000000 Penalty: 5475.986328
	Iteration 11F: 3 clusters Score -8349840 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -8352058.000000 Penalty: 5475.986328
	Iteration 12F: 3 clusters Score -8352058 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -8354368.000000 Penalty: 5475.986328
	Iteration 13F: 3 clusters Score -8354368 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -8356191.500000 Penalty: 5475.986328
	Iteration 14Q: 3 clusters Score -8356192 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -8357458.000000 Penalty: 5475.986328
	Iteration 15Q: 3 clusters Score -8357458 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -8358238.000000 Penalty: 5475.986328
	Iteration 16Q: 3 clusters Score -8358238 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8358874.000000 Penalty: 5475.986328
	Iteration 17Q: 3 clusters Score -8358874 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -8359360.000000 Penalty: 5475.986328
	Iteration 18Q: 3 clusters Score -8359360 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -8359805.000000 Penalty: 5475.986328
	Iteration 19Q: 3 clusters Score -8359805 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8360141.500000 Penalty: 5475.986328
	Iteration 20F: 3 clusters Score -8360142 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -8360493.500000 Penalty: 5475.986328
	Iteration 21Q: 3 clusters Score -8360494 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -8360825.000000 Penalty: 5475.986328
	Iteration 22Q: 3 clusters Score -8360825 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8361111.000000 Penalty: 5475.986328
	Iteration 23Q: 3 clusters Score -8361111 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8361405.500000 Penalty: 5475.986328
	Iteration 24Q: 3 clusters Score -8361406 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8361722.500000 Penalty: 5475.986328
	Iteration 25Q: 3 clusters Score -8361722 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8361968.500000 Penalty: 5475.986328
	Iteration 26Q: 3 clusters Score -8361968 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8362182.000000 Penalty: 5475.986328
	Iteration 27Q: 3 clusters Score -8362182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8362407.000000 Penalty: 5475.986328
	Iteration 28Q: 3 clusters Score -8362407 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8362567.500000 Penalty: 5475.986328
	Iteration 29Q: 3 clusters Score -8362568 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8362701.000000 Penalty: 5475.986328
	Iteration 30Q: 3 clusters Score -8362701 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8362838.500000 Penalty: 5475.986328
	Iteration 31Q: 3 clusters Score -8362838 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8362928.500000 Penalty: 5475.986328
	Iteration 32Q: 3 clusters Score -8362928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8362990.000000 Penalty: 5475.986328
	Iteration 33Q: 3 clusters Score -8362990 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8363066.500000 Penalty: 5475.986328
	Iteration 34Q: 3 clusters Score -8363066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8363110.000000 Penalty: 5475.986328
	Iteration 35Q: 3 clusters Score -8363110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8363156.000000 Penalty: 5475.986328
	Iteration 36Q: 3 clusters Score -8363156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8363176.500000 Penalty: 5475.986328
	Iteration 37Q: 3 clusters Score -8363176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8363209.000000 Penalty: 5475.986328
	Iteration 38Q: 3 clusters Score -8363209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8363248.000000 Penalty: 5475.986328
	Iteration 39Q: 3 clusters Score -8363248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8363258.000000 Penalty: 5475.986328
	Iteration 40F: 3 clusters Score -8363258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8363270.500000 Penalty: 5475.986328
	Iteration 41Q: 3 clusters Score -8363270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8363300.000000 Penalty: 5475.986328
	Iteration 42Q: 3 clusters Score -8363300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8363328.500000 Penalty: 5475.986328
	Iteration 43Q: 3 clusters Score -8363328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8363336.500000 Penalty: 5475.986328
	Iteration 44Q: 3 clusters Score -8363336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8363337.500000 Penalty: 5475.986328
	Iteration 45Q: 3 clusters Score -8363338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8363361.500000 Penalty: 5475.986328
	Iteration 46Q: 3 clusters Score -8363362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8363357.000000 Penalty: 5475.986328
	Iteration 47Q: 3 clusters Score -8363357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8363365.500000 Penalty: 5475.986328
	Iteration 48Q: 3 clusters Score -8363366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8363366.000000 Penalty: 5475.986328
	Iteration 49Q: 3 clusters Score -8363366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8363362.000000 Penalty: 5475.986328
	Iteration 50Q: 3 clusters Score -8363362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8363364.500000 Penalty: 5475.986328
	Iteration 51Q: 3 clusters Score -8363364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8363365.500000 Penalty: 5475.986328
	Iteration 52Q: 3 clusters Score -8363366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8363364.500000 Penalty: 5475.986328
	Iteration 53Q: 3 clusters Score -8363364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8363363.500000 Penalty: 5475.986328
	Iteration 54Q: 3 clusters Score -8363364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8363376.000000 Penalty: 5475.986328
	Iteration 55Q: 3 clusters Score -8363376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8363376.500000 Penalty: 5475.986328
	Iteration 56Q: 3 clusters Score -8363376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8363374.500000 Penalty: 5475.986328
	Iteration 57Q: 3 clusters Score -8363374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8363375.500000 Penalty: 5475.986328
	Iteration 58Q: 3 clusters Score -8363376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8363385.500000 Penalty: 5475.986328
	Iteration 59Q: 3 clusters Score -8363386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8363375.500000 Penalty: 5475.986328
	Iteration 60F: 3 clusters Score -8363376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8363380.000000 Penalty: 5475.986328
	Iteration 61Q: 3 clusters Score -8363380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8363386.500000 Penalty: 5475.986328
	Iteration 62Q: 3 clusters Score -8363386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8363389.500000 Penalty: 5475.986328
	Iteration 63Q: 3 clusters Score -8363390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8363387.000000 Penalty: 5475.986328
	Iteration 64Q: 3 clusters Score -8363387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8363391.500000 Penalty: 5475.986328
	Iteration 65Q: 3 clusters Score -8363392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8363396.000000 Penalty: 5475.986328
	Iteration 66Q: 3 clusters Score -8363396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8363404.500000 Penalty: 5475.986328
	Iteration 67Q: 3 clusters Score -8363404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8363389.000000 Penalty: 5475.986328
	Iteration 68Q: 3 clusters Score -8363389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8363391.500000 Penalty: 5475.986328
	Iteration 69Q: 3 clusters Score -8363392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8363386.500000 Penalty: 5475.986328
	Iteration 70Q: 3 clusters Score -8363386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8363386.500000 Penalty: 5475.986328
	Iteration 71F: 3 clusters Score -8363386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57748.765625 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -57748.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56235.601562 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -56235.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56583.335938 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -56583.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56778.375000 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -56778.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56938.855469 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -56938.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57112.179688 Penalty: 3101.899170
	Iteration 4F: 3 clusters Score -57112.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57290.593750 Penalty: 3101.899170
	Iteration 5F: 3 clusters Score -57290.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57506.882812 Penalty: 3101.899170
	Iteration 6F: 3 clusters Score -57506.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57797.218750 Penalty: 3101.899170
	Iteration 7F: 3 clusters Score -57797.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58023.671875 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -58023.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58106.531250 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -58106.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58108.328125 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -58108.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58111.539062 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -58111.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58111.539062 Penalty: 3101.899170
	Iteration 12F: 3 clusters Score -58111.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 156136 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 55990 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185797 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 153011 members 
Mstep: Class 14 contains 297 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146509 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177498 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
Score: -135239520.000000 Penalty: 72127.992188
Splitting cluster 24 changes total score from -135238992.000000 to -135239520.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 156136 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20182 members 
Mstep: Class 7 contains 55990 members 
Mstep: Class 8 contains 1337 members 
Mstep: Class 9 contains 185797 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 13 contains 153011 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146509 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177498 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239616.000000 Penalty: 72127.992188
Iteration 119Q: 22 clusters Score -1.352396e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 156114 members 
Mstep: Class 3 contains 47267 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 55999 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 185823 members 
Mstep: Class 10 contains 1036 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 153012 members 
Mstep: Class 14 contains 298 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 146493 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177475 members 
Mstep: Class 23 contains 62341 members 
Mstep: Class 24 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239840.000000 Penalty: 72127.992188
Iteration 120F: 22 clusters Score -1.352398e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 156098 members 
Mstep: Class 3 contains 47253 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 56002 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 185838 members 
Mstep: Class 10 contains 1040 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153007 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 16 contains 1109 members 
Mstep: Class 17 contains 146468 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 22 contains 177450 members 
Mstep: Class 23 contains 62348 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 121Q: 22 clusters Score -1.352401e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 156077 members 
Mstep: Class 3 contains 47247 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 56007 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 185864 members 
Mstep: Class 10 contains 1041 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153004 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 16 contains 1108 members 
Mstep: Class 17 contains 146454 members 
Mstep: Class 18 contains 10832 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177433 members 
Mstep: Class 23 contains 62355 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 122Q: 22 clusters Score -1.3524e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 156054 members 
Mstep: Class 3 contains 47243 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 56010 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 185907 members 
Mstep: Class 10 contains 1042 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 152998 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 146451 members 
Mstep: Class 18 contains 10839 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177410 members 
Mstep: Class 23 contains 62358 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 123Q: 22 clusters Score -1.352401e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 156051 members 
Mstep: Class 3 contains 47237 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20163 members 
Mstep: Class 7 contains 56016 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 185951 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 152992 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 146442 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177383 members 
Mstep: Class 23 contains 62364 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239968.000000 Penalty: 72127.992188
Iteration 124Q: 22 clusters Score -1.3524e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 156041 members 
Mstep: Class 3 contains 47228 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20161 members 
Mstep: Class 7 contains 56024 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 185975 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 152999 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146434 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177369 members 
Mstep: Class 23 contains 62365 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239936.000000 Penalty: 72127.992188
Iteration 125Q: 22 clusters Score -1.352399e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 156030 members 
Mstep: Class 3 contains 47221 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 56031 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 185996 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153003 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146427 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177355 members 
Mstep: Class 23 contains 62373 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 126Q: 22 clusters Score -1.3524e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 156024 members 
Mstep: Class 3 contains 47208 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20159 members 
Mstep: Class 7 contains 56030 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186019 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153008 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146425 members 
Mstep: Class 18 contains 10850 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177337 members 
Mstep: Class 23 contains 62380 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240000.000000 Penalty: 72127.992188
Iteration 127Q: 22 clusters Score -1.3524e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 156015 members 
Mstep: Class 3 contains 47201 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20154 members 
Mstep: Class 7 contains 56036 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186038 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153015 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146416 members 
Mstep: Class 18 contains 10855 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177320 members 
Mstep: Class 23 contains 62391 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239936.000000 Penalty: 72127.992188
Iteration 128Q: 22 clusters Score -1.352399e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 156014 members 
Mstep: Class 3 contains 47192 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 56036 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186042 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153024 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146417 members 
Mstep: Class 18 contains 10856 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177309 members 
Mstep: Class 23 contains 62398 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 129Q: 22 clusters Score -1.3524e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 156008 members 
Mstep: Class 3 contains 47186 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20149 members 
Mstep: Class 7 contains 56034 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186065 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153024 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146413 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177301 members 
Mstep: Class 23 contains 62398 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240016.000000 Penalty: 72127.992188
Iteration 130Q: 22 clusters Score -1.3524e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 156006 members 
Mstep: Class 3 contains 47180 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 56036 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186085 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153020 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146404 members 
Mstep: Class 18 contains 10860 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177299 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 131Q: 22 clusters Score -1.3524e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 155999 members 
Mstep: Class 3 contains 47172 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 56038 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186094 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153013 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146406 members 
Mstep: Class 18 contains 10860 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 132Q: 22 clusters Score -1.352401e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 155983 members 
Mstep: Class 3 contains 47172 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 56045 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186103 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153012 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146406 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177296 members 
Mstep: Class 23 contains 62409 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240160.000000 Penalty: 72127.992188
Iteration 133Q: 22 clusters Score -1.352402e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 155988 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 56051 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186088 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153017 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146412 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177294 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 134Q: 22 clusters Score -1.352401e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 155984 members 
Mstep: Class 3 contains 47166 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 56057 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186081 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153022 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146406 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177294 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240016.000000 Penalty: 72127.992188
Iteration 135Q: 22 clusters Score -1.3524e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 155982 members 
Mstep: Class 3 contains 47163 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 56059 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186078 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153024 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146401 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177296 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 136Q: 22 clusters Score -1.3524e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 155980 members 
Mstep: Class 3 contains 47160 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 56060 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186078 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153032 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146405 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177287 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 137Q: 22 clusters Score -1.352401e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 155979 members 
Mstep: Class 3 contains 47155 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 56062 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186081 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153036 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146403 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177286 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240160.000000 Penalty: 72127.992188
Iteration 138Q: 22 clusters Score -1.352402e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 155975 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 56068 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186078 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153041 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146409 members 
Mstep: Class 18 contains 10862 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177280 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240144.000000 Penalty: 72127.992188
Iteration 139Q: 22 clusters Score -1.352401e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 155968 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 56070 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186075 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153043 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146417 members 
Mstep: Class 18 contains 10863 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177278 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 140F: 22 clusters Score -1.352401e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155961 members 
Mstep: Class 3 contains 47148 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 56068 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186076 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153042 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146421 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177282 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 141Q: 22 clusters Score -1.352401e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155958 members 
Mstep: Class 3 contains 47148 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 56069 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186078 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153039 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146421 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177282 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240176.000000 Penalty: 72127.992188
Iteration 142Q: 22 clusters Score -1.352402e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155955 members 
Mstep: Class 3 contains 47146 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 56069 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186082 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153042 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146420 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177281 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240144.000000 Penalty: 72127.992188
Iteration 143Q: 22 clusters Score -1.352401e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155955 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 56070 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186090 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153047 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146416 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177278 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240144.000000 Penalty: 72127.992188
Iteration 144Q: 22 clusters Score -1.352401e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155952 members 
Mstep: Class 3 contains 47139 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20146 members 
Mstep: Class 7 contains 56070 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186092 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153054 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146415 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177275 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240144.000000 Penalty: 72127.992188
Iteration 145Q: 22 clusters Score -1.352401e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155949 members 
Mstep: Class 3 contains 47139 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 56070 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186092 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153053 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146416 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177276 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 146Q: 22 clusters Score -1.352401e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155946 members 
Mstep: Class 3 contains 47137 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 56072 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186095 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153057 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146410 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177279 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 147Q: 22 clusters Score -1.352401e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155941 members 
Mstep: Class 3 contains 47136 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 56073 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186090 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153059 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146409 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177285 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240112.000000 Penalty: 72127.992188
Iteration 148Q: 22 clusters Score -1.352401e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155942 members 
Mstep: Class 3 contains 47136 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 56075 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186086 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153064 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146407 members 
Mstep: Class 18 contains 10866 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177285 members 
Mstep: Class 23 contains 62403 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 149Q: 22 clusters Score -1.352401e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155944 members 
Mstep: Class 3 contains 47135 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 56079 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186084 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153066 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146404 members 
Mstep: Class 18 contains 10866 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177284 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240016.000000 Penalty: 72127.992188
Iteration 150Q: 22 clusters Score -1.3524e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155943 members 
Mstep: Class 3 contains 47132 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20145 members 
Mstep: Class 7 contains 56080 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186076 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153072 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146400 members 
Mstep: Class 18 contains 10867 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177294 members 
Mstep: Class 23 contains 62402 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 151Q: 22 clusters Score -1.3524e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155945 members 
Mstep: Class 3 contains 47132 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20144 members 
Mstep: Class 7 contains 56082 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186075 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153069 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146396 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177297 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240144.000000 Penalty: 72127.992188
Iteration 152Q: 22 clusters Score -1.352401e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155947 members 
Mstep: Class 3 contains 47128 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 56083 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186066 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153069 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146398 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177304 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 153Q: 22 clusters Score -1.352401e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155947 members 
Mstep: Class 3 contains 47123 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 56086 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153075 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146396 members 
Mstep: Class 18 contains 10876 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62404 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 154Q: 22 clusters Score -1.3524e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155947 members 
Mstep: Class 3 contains 47120 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 56088 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186061 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153078 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146398 members 
Mstep: Class 18 contains 10877 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 155Q: 22 clusters Score -1.352401e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155944 members 
Mstep: Class 3 contains 47115 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56090 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186061 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153085 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146393 members 
Mstep: Class 18 contains 10883 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177307 members 
Mstep: Class 23 contains 62396 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 156Q: 22 clusters Score -1.352401e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155940 members 
Mstep: Class 3 contains 47110 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20138 members 
Mstep: Class 7 contains 56092 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153086 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146393 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177311 members 
Mstep: Class 23 contains 62396 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 157Q: 22 clusters Score -1.352401e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155937 members 
Mstep: Class 3 contains 47102 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 56094 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186061 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153086 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146394 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177314 members 
Mstep: Class 23 contains 62397 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 158Q: 22 clusters Score -1.352401e+08 nChanged 35
Entering ConstructFrom: 
Score: -135240096.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -595538.687500 Penalty: 2095.755371
	Iteration 0F: 2 clusters Score -595538.7 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 2337 members 
Entering Unmasked Estep 
Score: -591269.812500 Penalty: 4191.510742
	Iteration 0F: 3 clusters Score -591269.8 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -592371.687500 Penalty: 4191.510742
	Iteration 1F: 3 clusters Score -592371.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -592708.687500 Penalty: 4191.510742
	Iteration 2F: 3 clusters Score -592708.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -592959.375000 Penalty: 4191.510742
	Iteration 3F: 3 clusters Score -592959.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -593178.562500 Penalty: 4191.510742
	Iteration 4F: 3 clusters Score -593178.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -593337.687500 Penalty: 4191.510742
	Iteration 5F: 3 clusters Score -593337.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -593454.625000 Penalty: 4191.510742
	Iteration 6Q: 3 clusters Score -593454.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -593541.187500 Penalty: 4191.510742
	Iteration 7Q: 3 clusters Score -593541.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -593617.250000 Penalty: 4191.510742
	Iteration 8Q: 3 clusters Score -593617.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -593684.250000 Penalty: 4191.510742
	Iteration 9Q: 3 clusters Score -593684.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -593733.437500 Penalty: 4191.510742
	Iteration 10Q: 3 clusters Score -593733.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -593774.687500 Penalty: 4191.510742
	Iteration 11Q: 3 clusters Score -593774.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -593814.375000 Penalty: 4191.510742
	Iteration 12Q: 3 clusters Score -593814.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -593852.000000 Penalty: 4191.510742
	Iteration 13Q: 3 clusters Score -593852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -593882.250000 Penalty: 4191.510742
	Iteration 14Q: 3 clusters Score -593882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -593908.875000 Penalty: 4191.510742
	Iteration 15Q: 3 clusters Score -593908.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -593944.437500 Penalty: 4191.510742
	Iteration 16Q: 3 clusters Score -593944.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -593977.312500 Penalty: 4191.510742
	Iteration 17Q: 3 clusters Score -593977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -594000.250000 Penalty: 4191.510742
	Iteration 18Q: 3 clusters Score -594000.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -594022.750000 Penalty: 4191.510742
	Iteration 19Q: 3 clusters Score -594022.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -594041.312500 Penalty: 4191.510742
	Iteration 20F: 3 clusters Score -594041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -594050.812500 Penalty: 4191.510742
	Iteration 21Q: 3 clusters Score -594050.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -594057.875000 Penalty: 4191.510742
	Iteration 22Q: 3 clusters Score -594057.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -594063.375000 Penalty: 4191.510742
	Iteration 23Q: 3 clusters Score -594063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -594066.937500 Penalty: 4191.510742
	Iteration 24Q: 3 clusters Score -594066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -594069.250000 Penalty: 4191.510742
	Iteration 25Q: 3 clusters Score -594069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -594074.687500 Penalty: 4191.510742
	Iteration 26Q: 3 clusters Score -594074.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -594080.375000 Penalty: 4191.510742
	Iteration 27Q: 3 clusters Score -594080.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -594085.187500 Penalty: 4191.510742
	Iteration 28Q: 3 clusters Score -594085.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -594085.437500 Penalty: 4191.510742
	Iteration 29Q: 3 clusters Score -594085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -594087.937500 Penalty: 4191.510742
	Iteration 30Q: 3 clusters Score -594087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -594091.625000 Penalty: 4191.510742
	Iteration 31Q: 3 clusters Score -594091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -594092.375000 Penalty: 4191.510742
	Iteration 32Q: 3 clusters Score -594092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -594098.437500 Penalty: 4191.510742
	Iteration 33Q: 3 clusters Score -594098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -594103.500000 Penalty: 4191.510742
	Iteration 34Q: 3 clusters Score -594103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -594105.062500 Penalty: 4191.510742
	Iteration 35Q: 3 clusters Score -594105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -594108.562500 Penalty: 4191.510742
	Iteration 36Q: 3 clusters Score -594108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -594109.625000 Penalty: 4191.510742
	Iteration 37Q: 3 clusters Score -594109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -594110.312500 Penalty: 4191.510742
	Iteration 38Q: 3 clusters Score -594110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -594114.500000 Penalty: 4191.510742
	Iteration 39Q: 3 clusters Score -594114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -594116.062500 Penalty: 4191.510742
	Iteration 40F: 3 clusters Score -594116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -594118.750000 Penalty: 4191.510742
	Iteration 41Q: 3 clusters Score -594118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -594120.750000 Penalty: 4191.510742
	Iteration 42Q: 3 clusters Score -594120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -594121.875000 Penalty: 4191.510742
	Iteration 43Q: 3 clusters Score -594121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -594123.875000 Penalty: 4191.510742
	Iteration 44Q: 3 clusters Score -594123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -594125.000000 Penalty: 4191.510742
	Iteration 45Q: 3 clusters Score -594125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -594127.687500 Penalty: 4191.510742
	Iteration 46Q: 3 clusters Score -594127.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -594131.937500 Penalty: 4191.510742
	Iteration 47Q: 3 clusters Score -594131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -594134.000000 Penalty: 4191.510742
	Iteration 48Q: 3 clusters Score -594134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -594136.312500 Penalty: 4191.510742
	Iteration 49Q: 3 clusters Score -594136.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -594137.250000 Penalty: 4191.510742
	Iteration 50Q: 3 clusters Score -594137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -594138.562500 Penalty: 4191.510742
	Iteration 51Q: 3 clusters Score -594138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -594140.062500 Penalty: 4191.510742
	Iteration 52Q: 3 clusters Score -594140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -594141.812500 Penalty: 4191.510742
	Iteration 53Q: 3 clusters Score -594141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594144.000000 Penalty: 4191.510742
	Iteration 54Q: 3 clusters Score -594144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -594144.562500 Penalty: 4191.510742
	Iteration 55Q: 3 clusters Score -594144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -594146.812500 Penalty: 4191.510742
	Iteration 56Q: 3 clusters Score -594146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -594147.062500 Penalty: 4191.510742
	Iteration 57Q: 3 clusters Score -594147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -594149.437500 Penalty: 4191.510742
	Iteration 58Q: 3 clusters Score -594149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -594151.687500 Penalty: 4191.510742
	Iteration 59Q: 3 clusters Score -594151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -594151.187500 Penalty: 4191.510742
	Iteration 60F: 3 clusters Score -594151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (155938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155938 members 
Entering Unmasked Estep 
Score: -20829066.000000 Penalty: 2965.388916
	Iteration 0F: 2 clusters Score -2.082907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -20730712.000000 Penalty: 5930.777832
	Iteration 0F: 3 clusters Score -2.073071e+07 nChanged 74422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -20773646.000000 Penalty: 5930.777832
	Iteration 1F: 3 clusters Score -2.077365e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -20774680.000000 Penalty: 5930.777832
	Iteration 2Q: 3 clusters Score -2.077468e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -20776064.000000 Penalty: 5930.777832
	Iteration 3Q: 3 clusters Score -2.077606e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -20778248.000000 Penalty: 5930.777832
	Iteration 4Q: 3 clusters Score -2.077825e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -20781712.000000 Penalty: 5930.777832
	Iteration 5Q: 3 clusters Score -2.078171e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -20787144.000000 Penalty: 5930.777832
	Iteration 6F: 3 clusters Score -2.078714e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -20795256.000000 Penalty: 5930.777832
	Iteration 7F: 3 clusters Score -2.079526e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -20804516.000000 Penalty: 5930.777832
	Iteration 8F: 3 clusters Score -2.080452e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -20812358.000000 Penalty: 5930.777832
	Iteration 9F: 3 clusters Score -2.081236e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -20816962.000000 Penalty: 5930.777832
	Iteration 10Q: 3 clusters Score -2.081696e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134243 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -20819132.000000 Penalty: 5930.777832
	Iteration 11Q: 3 clusters Score -2.081913e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -20820556.000000 Penalty: 5930.777832
	Iteration 12Q: 3 clusters Score -2.082056e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139999 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -20821622.000000 Penalty: 5930.777832
	Iteration 13Q: 3 clusters Score -2.082162e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -20822454.000000 Penalty: 5930.777832
	Iteration 14Q: 3 clusters Score -2.082245e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -20823288.000000 Penalty: 5930.777832
	Iteration 15Q: 3 clusters Score -2.082329e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -20824042.000000 Penalty: 5930.777832
	Iteration 16Q: 3 clusters Score -2.082404e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -20824484.000000 Penalty: 5930.777832
	Iteration 17Q: 3 clusters Score -2.082448e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -20824940.000000 Penalty: 5930.777832
	Iteration 18Q: 3 clusters Score -2.082494e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -20825294.000000 Penalty: 5930.777832
	Iteration 19Q: 3 clusters Score -2.082529e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -20825634.000000 Penalty: 5930.777832
	Iteration 20F: 3 clusters Score -2.082563e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -20825872.000000 Penalty: 5930.777832
	Iteration 21Q: 3 clusters Score -2.082587e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152483 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -20826074.000000 Penalty: 5930.777832
	Iteration 22Q: 3 clusters Score -2.082607e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -20826240.000000 Penalty: 5930.777832
	Iteration 23Q: 3 clusters Score -2.082624e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20826378.000000 Penalty: 5930.777832
	Iteration 24Q: 3 clusters Score -2.082638e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -20826518.000000 Penalty: 5930.777832
	Iteration 25Q: 3 clusters Score -2.082652e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -20826668.000000 Penalty: 5930.777832
	Iteration 26Q: 3 clusters Score -2.082667e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20826672.000000 Penalty: 5930.777832
	Iteration 27Q: 3 clusters Score -2.082667e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20826688.000000 Penalty: 5930.777832
	Iteration 28Q: 3 clusters Score -2.082669e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20826752.000000 Penalty: 5930.777832
	Iteration 29Q: 3 clusters Score -2.082675e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -20826806.000000 Penalty: 5930.777832
	Iteration 30Q: 3 clusters Score -2.082681e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154491 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20826826.000000 Penalty: 5930.777832
	Iteration 31Q: 3 clusters Score -2.082683e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20826862.000000 Penalty: 5930.777832
	Iteration 32Q: 3 clusters Score -2.082686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20826874.000000 Penalty: 5930.777832
	Iteration 33Q: 3 clusters Score -2.082687e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20826924.000000 Penalty: 5930.777832
	Iteration 34Q: 3 clusters Score -2.082692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20826932.000000 Penalty: 5930.777832
	Iteration 35Q: 3 clusters Score -2.082693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154731 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20826950.000000 Penalty: 5930.777832
	Iteration 36Q: 3 clusters Score -2.082695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20826920.000000 Penalty: 5930.777832
	Iteration 37Q: 3 clusters Score -2.082692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20826932.000000 Penalty: 5930.777832
	Iteration 38Q: 3 clusters Score -2.082693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20826948.000000 Penalty: 5930.777832
	Iteration 39Q: 3 clusters Score -2.082695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20826936.000000 Penalty: 5930.777832
	Iteration 40F: 3 clusters Score -2.082694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154804 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20826950.000000 Penalty: 5930.777832
	Iteration 41Q: 3 clusters Score -2.082695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20826960.000000 Penalty: 5930.777832
	Iteration 42Q: 3 clusters Score -2.082696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -20826958.000000 Penalty: 5930.777832
	Iteration 43Q: 3 clusters Score -2.082696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20826956.000000 Penalty: 5930.777832
	Iteration 44Q: 3 clusters Score -2.082696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20826960.000000 Penalty: 5930.777832
	Iteration 45Q: 3 clusters Score -2.082696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20826952.000000 Penalty: 5930.777832
	Iteration 46Q: 3 clusters Score -2.082695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20826946.000000 Penalty: 5930.777832
	Iteration 47Q: 3 clusters Score -2.082695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20826948.000000 Penalty: 5930.777832
	Iteration 48Q: 3 clusters Score -2.082695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20826956.000000 Penalty: 5930.777832
	Iteration 49Q: 3 clusters Score -2.082696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20826984.000000 Penalty: 5930.777832
	Iteration 50Q: 3 clusters Score -2.082698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20826998.000000 Penalty: 5930.777832
	Iteration 51Q: 3 clusters Score -2.0827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20827010.000000 Penalty: 5930.777832
	Iteration 52Q: 3 clusters Score -2.082701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20827002.000000 Penalty: 5930.777832
	Iteration 53Q: 3 clusters Score -2.0827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20826994.000000 Penalty: 5930.777832
	Iteration 54Q: 3 clusters Score -2.082699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20826996.000000 Penalty: 5930.777832
	Iteration 55Q: 3 clusters Score -2.0827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20826994.000000 Penalty: 5930.777832
	Iteration 56Q: 3 clusters Score -2.082699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20827004.000000 Penalty: 5930.777832
	Iteration 57Q: 3 clusters Score -2.0827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20827014.000000 Penalty: 5930.777832
	Iteration 58Q: 3 clusters Score -2.082701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20827010.000000 Penalty: 5930.777832
	Iteration 59Q: 3 clusters Score -2.082701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20826990.000000 Penalty: 5930.777832
	Iteration 60F: 3 clusters Score -2.082699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -20827010.000000 Penalty: 5930.777832
	Iteration 61Q: 3 clusters Score -2.082701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20827006.000000 Penalty: 5930.777832
	Iteration 62Q: 3 clusters Score -2.082701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20827008.000000 Penalty: 5930.777832
	Iteration 63Q: 3 clusters Score -2.082701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20827004.000000 Penalty: 5930.777832
	Iteration 64Q: 3 clusters Score -2.0827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20827004.000000 Penalty: 5930.777832
	Iteration 65F: 3 clusters Score -2.0827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Entering Unmasked Estep 
Score: -6338931.500000 Penalty: 2668.497559
	Iteration 0F: 2 clusters Score -6338932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -6307083.500000 Penalty: 5336.995117
	Iteration 0F: 3 clusters Score -6307084 nChanged 21824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6319130.500000 Penalty: 5336.995117
	Iteration 1F: 3 clusters Score -6319130 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6319625.500000 Penalty: 5336.995117
	Iteration 2Q: 3 clusters Score -6319626 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -6320167.000000 Penalty: 5336.995117
	Iteration 3Q: 3 clusters Score -6320167 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6320812.000000 Penalty: 5336.995117
	Iteration 4Q: 3 clusters Score -6320812 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6321731.000000 Penalty: 5336.995117
	Iteration 5Q: 3 clusters Score -6321731 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -6322968.500000 Penalty: 5336.995117
	Iteration 6Q: 3 clusters Score -6322968 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -6324738.500000 Penalty: 5336.995117
	Iteration 7F: 3 clusters Score -6324738 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -6327215.500000 Penalty: 5336.995117
	Iteration 8F: 3 clusters Score -6327216 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -6330126.000000 Penalty: 5336.995117
	Iteration 9F: 3 clusters Score -6330126 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -6332725.000000 Penalty: 5336.995117
	Iteration 10F: 3 clusters Score -6332725 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -6334513.000000 Penalty: 5336.995117
	Iteration 11Q: 3 clusters Score -6334513 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6335520.000000 Penalty: 5336.995117
	Iteration 12Q: 3 clusters Score -6335520 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6336056.000000 Penalty: 5336.995117
	Iteration 13Q: 3 clusters Score -6336056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6336308.500000 Penalty: 5336.995117
	Iteration 14Q: 3 clusters Score -6336308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6336417.000000 Penalty: 5336.995117
	Iteration 15Q: 3 clusters Score -6336417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6336488.000000 Penalty: 5336.995117
	Iteration 16Q: 3 clusters Score -6336488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6336526.000000 Penalty: 5336.995117
	Iteration 17Q: 3 clusters Score -6336526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6336573.000000 Penalty: 5336.995117
	Iteration 18Q: 3 clusters Score -6336573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6336584.000000 Penalty: 5336.995117
	Iteration 19Q: 3 clusters Score -6336584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6336594.000000 Penalty: 5336.995117
	Iteration 20F: 3 clusters Score -6336594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6336595.000000 Penalty: 5336.995117
	Iteration 21Q: 3 clusters Score -6336595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6336610.500000 Penalty: 5336.995117
	Iteration 22Q: 3 clusters Score -6336610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6336605.000000 Penalty: 5336.995117
	Iteration 23Q: 3 clusters Score -6336605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6336613.000000 Penalty: 5336.995117
	Iteration 24Q: 3 clusters Score -6336613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6336609.500000 Penalty: 5336.995117
	Iteration 25Q: 3 clusters Score -6336610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6336609.500000 Penalty: 5336.995117
	Iteration 26F: 3 clusters Score -6336610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -113417.421875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -113417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111593.265625 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -111593.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111957.078125 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -111957.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112107.718750 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -112107.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112180.085938 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -112180.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112224.187500 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -112224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112258.648438 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -112258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112281.101562 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -112281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112295.875000 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -112295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112312.187500 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -112312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112321.937500 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -112321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112326.921875 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -112326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112333.742188 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -112333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112341.593750 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -112341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112349.375000 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -112349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112356.234375 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -112356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112361.921875 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -112361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112362.531250 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -112362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112364.851562 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -112364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112367.328125 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -112367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112367.867188 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -112367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112367.867188 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -112367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -23655.191406 Penalty: 1334.214478
	Iteration 0F: 2 clusters Score -23655.19 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 112 members 
Entering Unmasked Estep 
Score: -22588.292969 Penalty: 2668.428955
	Iteration 0F: 3 clusters Score -22588.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22678.707031 Penalty: 2668.428955
	Iteration 1F: 3 clusters Score -22678.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22724.878906 Penalty: 2668.428955
	Iteration 2Q: 3 clusters Score -22724.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22734.812500 Penalty: 2668.428955
	Iteration 3Q: 3 clusters Score -22734.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22752.201172 Penalty: 2668.428955
	Iteration 4Q: 3 clusters Score -22752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22777.666016 Penalty: 2668.428955
	Iteration 5Q: 3 clusters Score -22777.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22803.201172 Penalty: 2668.428955
	Iteration 6Q: 3 clusters Score -22803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22820.458984 Penalty: 2668.428955
	Iteration 7Q: 3 clusters Score -22820.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22840.332031 Penalty: 2668.428955
	Iteration 8Q: 3 clusters Score -22840.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22855.822266 Penalty: 2668.428955
	Iteration 9Q: 3 clusters Score -22855.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22895.597656 Penalty: 2668.428955
	Iteration 10Q: 3 clusters Score -22895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22901.828125 Penalty: 2668.428955
	Iteration 11Q: 3 clusters Score -22901.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22901.828125 Penalty: 2668.428955
	Iteration 12F: 3 clusters Score -22901.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Entering Unmasked Estep 
Score: -2550091.500000 Penalty: 2457.745605
	Iteration 0F: 2 clusters Score -2550092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2535825.250000 Penalty: 4915.491211
	Iteration 0F: 3 clusters Score -2535825 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2540549.750000 Penalty: 4915.491211
	Iteration 1F: 3 clusters Score -2540550 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2541003.500000 Penalty: 4915.491211
	Iteration 2F: 3 clusters Score -2541004 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2541407.000000 Penalty: 4915.491211
	Iteration 3Q: 3 clusters Score -2541407 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2541813.750000 Penalty: 4915.491211
	Iteration 4Q: 3 clusters Score -2541814 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2542219.000000 Penalty: 4915.491211
	Iteration 5Q: 3 clusters Score -2542219 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2542570.250000 Penalty: 4915.491211
	Iteration 6Q: 3 clusters Score -2542570 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2542933.500000 Penalty: 4915.491211
	Iteration 7Q: 3 clusters Score -2542934 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2543350.000000 Penalty: 4915.491211
	Iteration 8Q: 3 clusters Score -2543350 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2543825.250000 Penalty: 4915.491211
	Iteration 9Q: 3 clusters Score -2543825 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2544372.750000 Penalty: 4915.491211
	Iteration 10Q: 3 clusters Score -2544373 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2544956.750000 Penalty: 4915.491211
	Iteration 11Q: 3 clusters Score -2544957 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2545612.000000 Penalty: 4915.491211
	Iteration 12Q: 3 clusters Score -2545612 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2546198.250000 Penalty: 4915.491211
	Iteration 13Q: 3 clusters Score -2546198 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2546650.500000 Penalty: 4915.491211
	Iteration 14Q: 3 clusters Score -2546650 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2547006.750000 Penalty: 4915.491211
	Iteration 15Q: 3 clusters Score -2547007 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2547243.750000 Penalty: 4915.491211
	Iteration 16Q: 3 clusters Score -2547244 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2547449.500000 Penalty: 4915.491211
	Iteration 17Q: 3 clusters Score -2547450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2547609.000000 Penalty: 4915.491211
	Iteration 18Q: 3 clusters Score -2547609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2547699.750000 Penalty: 4915.491211
	Iteration 19Q: 3 clusters Score -2547700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2547779.750000 Penalty: 4915.491211
	Iteration 20F: 3 clusters Score -2547780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2547838.750000 Penalty: 4915.491211
	Iteration 21Q: 3 clusters Score -2547839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2547879.250000 Penalty: 4915.491211
	Iteration 22Q: 3 clusters Score -2547879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2547911.500000 Penalty: 4915.491211
	Iteration 23Q: 3 clusters Score -2547912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2547946.750000 Penalty: 4915.491211
	Iteration 24Q: 3 clusters Score -2547947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2547970.000000 Penalty: 4915.491211
	Iteration 25Q: 3 clusters Score -2547970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2547997.250000 Penalty: 4915.491211
	Iteration 26Q: 3 clusters Score -2547997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2548015.000000 Penalty: 4915.491211
	Iteration 27Q: 3 clusters Score -2548015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2548031.750000 Penalty: 4915.491211
	Iteration 28Q: 3 clusters Score -2548032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2548050.000000 Penalty: 4915.491211
	Iteration 29Q: 3 clusters Score -2548050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2548061.750000 Penalty: 4915.491211
	Iteration 30Q: 3 clusters Score -2548062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2548064.000000 Penalty: 4915.491211
	Iteration 31Q: 3 clusters Score -2548064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2548068.750000 Penalty: 4915.491211
	Iteration 32Q: 3 clusters Score -2548069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2548073.250000 Penalty: 4915.491211
	Iteration 33Q: 3 clusters Score -2548073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2548075.750000 Penalty: 4915.491211
	Iteration 34Q: 3 clusters Score -2548076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2548080.250000 Penalty: 4915.491211
	Iteration 35Q: 3 clusters Score -2548080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2548086.000000 Penalty: 4915.491211
	Iteration 36Q: 3 clusters Score -2548086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2548091.750000 Penalty: 4915.491211
	Iteration 37Q: 3 clusters Score -2548092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2548097.750000 Penalty: 4915.491211
	Iteration 38Q: 3 clusters Score -2548098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2548098.250000 Penalty: 4915.491211
	Iteration 39Q: 3 clusters Score -2548098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2548098.250000 Penalty: 4915.491211
	Iteration 40F: 3 clusters Score -2548098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Entering Unmasked Estep 
Score: -7269710.500000 Penalty: 2711.826416
	Iteration 0F: 2 clusters Score -7269710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -7231759.500000 Penalty: 5423.652832
	Iteration 0F: 3 clusters Score -7231760 nChanged 26049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -7246310.000000 Penalty: 5423.652832
	Iteration 1F: 3 clusters Score -7246310 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -7246982.000000 Penalty: 5423.652832
	Iteration 2Q: 3 clusters Score -7246982 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -7247621.500000 Penalty: 5423.652832
	Iteration 3Q: 3 clusters Score -7247622 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -7248448.000000 Penalty: 5423.652832
	Iteration 4Q: 3 clusters Score -7248448 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -7249645.500000 Penalty: 5423.652832
	Iteration 5Q: 3 clusters Score -7249646 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -7251222.500000 Penalty: 5423.652832
	Iteration 6F: 3 clusters Score -7251222 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -7253151.000000 Penalty: 5423.652832
	Iteration 7F: 3 clusters Score -7253151 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -7255231.500000 Penalty: 5423.652832
	Iteration 8F: 3 clusters Score -7255232 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -7257141.000000 Penalty: 5423.652832
	Iteration 9F: 3 clusters Score -7257141 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -7258580.500000 Penalty: 5423.652832
	Iteration 10Q: 3 clusters Score -7258580 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -7259699.500000 Penalty: 5423.652832
	Iteration 11Q: 3 clusters Score -7259700 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -7260756.500000 Penalty: 5423.652832
	Iteration 12Q: 3 clusters Score -7260756 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -7261857.500000 Penalty: 5423.652832
	Iteration 13Q: 3 clusters Score -7261858 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7263374.500000 Penalty: 5423.652832
	Iteration 14Q: 3 clusters Score -7263374 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7265097.500000 Penalty: 5423.652832
	Iteration 15Q: 3 clusters Score -7265098 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7266417.000000 Penalty: 5423.652832
	Iteration 16Q: 3 clusters Score -7266417 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7267027.000000 Penalty: 5423.652832
	Iteration 17Q: 3 clusters Score -7267027 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7267209.500000 Penalty: 5423.652832
	Iteration 18Q: 3 clusters Score -7267210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7267332.000000 Penalty: 5423.652832
	Iteration 19Q: 3 clusters Score -7267332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7267389.500000 Penalty: 5423.652832
	Iteration 20F: 3 clusters Score -7267390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7267422.500000 Penalty: 5423.652832
	Iteration 21Q: 3 clusters Score -7267422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7267436.500000 Penalty: 5423.652832
	Iteration 22Q: 3 clusters Score -7267436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7267457.500000 Penalty: 5423.652832
	Iteration 23Q: 3 clusters Score -7267458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7267479.000000 Penalty: 5423.652832
	Iteration 24Q: 3 clusters Score -7267479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7267481.000000 Penalty: 5423.652832
	Iteration 25Q: 3 clusters Score -7267481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7267491.500000 Penalty: 5423.652832
	Iteration 26Q: 3 clusters Score -7267492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7267503.500000 Penalty: 5423.652832
	Iteration 27Q: 3 clusters Score -7267504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7267505.000000 Penalty: 5423.652832
	Iteration 28Q: 3 clusters Score -7267505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7267503.000000 Penalty: 5423.652832
	Iteration 29Q: 3 clusters Score -7267503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7267503.000000 Penalty: 5423.652832
	Iteration 30F: 3 clusters Score -7267503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -176759.750000 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -176759.8 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 656 members 
Entering Unmasked Estep 
Score: -174568.156250 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -174568.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -174886.906250 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -174886.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174986.515625 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -174986.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175035.125000 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -175035.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -175073.140625 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -175073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175088.078125 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -175088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175098.812500 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -175098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -175108.671875 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -175108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -175112.578125 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -175112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175117.343750 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -175117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175120.718750 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -175120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -175122.421875 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -175122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175123.312500 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -175123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175124.468750 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -175124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -175124.468750 Penalty: 3575.098633
	Iteration 14F: 3 clusters Score -175124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Entering Unmasked Estep 
Score: -24713818.000000 Penalty: 3009.184326
	Iteration 0F: 2 clusters Score -2.471382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -24592238.000000 Penalty: 6018.368652
	Iteration 0F: 3 clusters Score -2.459224e+07 nChanged 89640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -24644304.000000 Penalty: 6018.368652
	Iteration 1F: 3 clusters Score -2.46443e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -24645242.000000 Penalty: 6018.368652
	Iteration 2Q: 3 clusters Score -2.464524e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -24646666.000000 Penalty: 6018.368652
	Iteration 3Q: 3 clusters Score -2.464667e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -24648900.000000 Penalty: 6018.368652
	Iteration 4Q: 3 clusters Score -2.46489e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 114655 members 
Entering Unmasked Estep 
Score: -24653178.000000 Penalty: 6018.368652
	Iteration 5Q: 3 clusters Score -2.465318e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 125952 members 
Entering Unmasked Estep 
Score: -24660686.000000 Penalty: 6018.368652
	Iteration 6F: 3 clusters Score -2.466069e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 140431 members 
Entering Unmasked Estep 
Score: -24672292.000000 Penalty: 6018.368652
	Iteration 7F: 3 clusters Score -2.467229e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -24685624.000000 Penalty: 6018.368652
	Iteration 8F: 3 clusters Score -2.468562e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -24696414.000000 Penalty: 6018.368652
	Iteration 9F: 3 clusters Score -2.469641e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -24702962.000000 Penalty: 6018.368652
	Iteration 10Q: 3 clusters Score -2.470296e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -24706544.000000 Penalty: 6018.368652
	Iteration 11Q: 3 clusters Score -2.470654e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 181030 members 
Entering Unmasked Estep 
Score: -24708470.000000 Penalty: 6018.368652
	Iteration 12Q: 3 clusters Score -2.470847e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 182324 members 
Entering Unmasked Estep 
Score: -24709354.000000 Penalty: 6018.368652
	Iteration 13Q: 3 clusters Score -2.470935e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 183153 members 
Entering Unmasked Estep 
Score: -24709922.000000 Penalty: 6018.368652
	Iteration 14Q: 3 clusters Score -2.470992e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -24710216.000000 Penalty: 6018.368652
	Iteration 15Q: 3 clusters Score -2.471022e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 184045 members 
Entering Unmasked Estep 
Score: -24710486.000000 Penalty: 6018.368652
	Iteration 16Q: 3 clusters Score -2.471049e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 184296 members 
Entering Unmasked Estep 
Score: -24710632.000000 Penalty: 6018.368652
	Iteration 17Q: 3 clusters Score -2.471063e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -24710656.000000 Penalty: 6018.368652
	Iteration 18Q: 3 clusters Score -2.471066e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 184602 members 
Entering Unmasked Estep 
Score: -24710782.000000 Penalty: 6018.368652
	Iteration 19Q: 3 clusters Score -2.471078e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 184697 members 
Entering Unmasked Estep 
Score: -24710834.000000 Penalty: 6018.368652
	Iteration 20F: 3 clusters Score -2.471083e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 184768 members 
Entering Unmasked Estep 
Score: -24710904.000000 Penalty: 6018.368652
	Iteration 21Q: 3 clusters Score -2.47109e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 184817 members 
Entering Unmasked Estep 
Score: -24710924.000000 Penalty: 6018.368652
	Iteration 22Q: 3 clusters Score -2.471092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 184876 members 
Entering Unmasked Estep 
Score: -24710962.000000 Penalty: 6018.368652
	Iteration 23Q: 3 clusters Score -2.471096e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 184920 members 
Entering Unmasked Estep 
Score: -24711002.000000 Penalty: 6018.368652
	Iteration 24Q: 3 clusters Score -2.4711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 184952 members 
Entering Unmasked Estep 
Score: -24711022.000000 Penalty: 6018.368652
	Iteration 25Q: 3 clusters Score -2.471102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -24711048.000000 Penalty: 6018.368652
	Iteration 26Q: 3 clusters Score -2.471105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -24711050.000000 Penalty: 6018.368652
	Iteration 27Q: 3 clusters Score -2.471105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 185017 members 
Entering Unmasked Estep 
Score: -24711066.000000 Penalty: 6018.368652
	Iteration 28Q: 3 clusters Score -2.471107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 185027 members 
Entering Unmasked Estep 
Score: -24711076.000000 Penalty: 6018.368652
	Iteration 29Q: 3 clusters Score -2.471108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 185031 members 
Entering Unmasked Estep 
Score: -24711088.000000 Penalty: 6018.368652
	Iteration 30Q: 3 clusters Score -2.471109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -24711090.000000 Penalty: 6018.368652
	Iteration 31Q: 3 clusters Score -2.471109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -24711114.000000 Penalty: 6018.368652
	Iteration 32Q: 3 clusters Score -2.471111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 185056 members 
Entering Unmasked Estep 
Score: -24711130.000000 Penalty: 6018.368652
	Iteration 33Q: 3 clusters Score -2.471113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 185068 members 
Entering Unmasked Estep 
Score: -24711130.000000 Penalty: 6018.368652
	Iteration 34Q: 3 clusters Score -2.471113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 185079 members 
Entering Unmasked Estep 
Score: -24711130.000000 Penalty: 6018.368652
	Iteration 35Q: 3 clusters Score -2.471113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 185089 members 
Entering Unmasked Estep 
Score: -24711128.000000 Penalty: 6018.368652
	Iteration 36Q: 3 clusters Score -2.471113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 185093 members 
Entering Unmasked Estep 
Score: -24711140.000000 Penalty: 6018.368652
	Iteration 37Q: 3 clusters Score -2.471114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 185096 members 
Entering Unmasked Estep 
Score: -24711130.000000 Penalty: 6018.368652
	Iteration 38Q: 3 clusters Score -2.471113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 185097 members 
Entering Unmasked Estep 
Score: -24711144.000000 Penalty: 6018.368652
	Iteration 39Q: 3 clusters Score -2.471114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -24711146.000000 Penalty: 6018.368652
	Iteration 40F: 3 clusters Score -2.471115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -24711158.000000 Penalty: 6018.368652
	Iteration 41Q: 3 clusters Score -2.471116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 185113 members 
Entering Unmasked Estep 
Score: -24711156.000000 Penalty: 6018.368652
	Iteration 42Q: 3 clusters Score -2.471116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 185119 members 
Entering Unmasked Estep 
Score: -24711158.000000 Penalty: 6018.368652
	Iteration 43Q: 3 clusters Score -2.471116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -24711188.000000 Penalty: 6018.368652
	Iteration 44Q: 3 clusters Score -2.471119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 185129 members 
Entering Unmasked Estep 
Score: -24711184.000000 Penalty: 6018.368652
	Iteration 45Q: 3 clusters Score -2.471118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -24711170.000000 Penalty: 6018.368652
	Iteration 46Q: 3 clusters Score -2.471117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -24711184.000000 Penalty: 6018.368652
	Iteration 47Q: 3 clusters Score -2.471118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 185142 members 
Entering Unmasked Estep 
Score: -24711196.000000 Penalty: 6018.368652
	Iteration 48Q: 3 clusters Score -2.47112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -24711218.000000 Penalty: 6018.368652
	Iteration 49Q: 3 clusters Score -2.471122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -24711220.000000 Penalty: 6018.368652
	Iteration 50Q: 3 clusters Score -2.471122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -24711196.000000 Penalty: 6018.368652
	Iteration 51Q: 3 clusters Score -2.47112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -24711228.000000 Penalty: 6018.368652
	Iteration 52Q: 3 clusters Score -2.471123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -24711230.000000 Penalty: 6018.368652
	Iteration 53Q: 3 clusters Score -2.471123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 185156 members 
Entering Unmasked Estep 
Score: -24711238.000000 Penalty: 6018.368652
	Iteration 54Q: 3 clusters Score -2.471124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 185161 members 
Entering Unmasked Estep 
Score: -24711240.000000 Penalty: 6018.368652
	Iteration 55Q: 3 clusters Score -2.471124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -24711254.000000 Penalty: 6018.368652
	Iteration 56Q: 3 clusters Score -2.471125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 185168 members 
Entering Unmasked Estep 
Score: -24711244.000000 Penalty: 6018.368652
	Iteration 57Q: 3 clusters Score -2.471124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 185169 members 
Entering Unmasked Estep 
Score: -24711242.000000 Penalty: 6018.368652
	Iteration 58Q: 3 clusters Score -2.471124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -24711240.000000 Penalty: 6018.368652
	Iteration 59Q: 3 clusters Score -2.471124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -24711240.000000 Penalty: 6018.368652
	Iteration 60F: 3 clusters Score -2.471124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -127961.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -127961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126018.671875 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -126018.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126407.195312 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -126407.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126548.789062 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -126548.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126615.054688 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -126615.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126651.320312 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -126651.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126681.257812 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -126681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126704.070312 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -126704.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -126738.679688 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -126738.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126764.476562 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -126764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -126785.218750 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -126785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126799.867188 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -126799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126810.593750 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -126810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126819.265625 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -126819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126828.437500 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -126828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -126836.007812 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -126836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126843.132812 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -126843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126850.843750 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -126850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126865.507812 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -126865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126874.609375 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -126874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126880.781250 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -126880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126882.382812 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -126882.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -911711.687500 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -911711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -906070.187500 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -906070.2 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -907559.062500 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -907559.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -907765.312500 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -907765.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -907915.812500 Penalty: 4378.569824
	Iteration 3Q: 3 clusters Score -907915.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -908026.937500 Penalty: 4378.569824
	Iteration 4Q: 3 clusters Score -908026.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -908130.000000 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -908130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -908235.062500 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -908235.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -908338.000000 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -908338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -908431.875000 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -908431.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -908507.562500 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -908507.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -908585.937500 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -908585.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -908654.750000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -908654.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -908738.625000 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -908738.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -908839.312500 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -908839.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -908919.562500 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -908919.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -908999.062500 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -908999.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -909060.812500 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -909060.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -909120.687500 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -909120.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -909176.250000 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -909176.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -909225.812500 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -909225.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -909265.375000 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -909265.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -909297.812500 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -909297.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -909337.750000 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -909337.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -909366.812500 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -909366.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -909403.187500 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -909403.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -909440.312500 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -909440.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -909469.500000 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -909469.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -909497.562500 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -909497.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -909517.875000 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -909517.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -909536.000000 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -909536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -909553.312500 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -909553.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -909567.750000 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -909567.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -909581.312500 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -909581.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -909599.000000 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -909599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -909621.125000 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -909621.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -909632.687500 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -909632.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -909646.000000 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -909646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -909658.250000 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -909658.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -909668.312500 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -909668.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -909677.187500 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -909677.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -909683.187500 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -909683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -909684.875000 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -909684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -909686.625000 Penalty: 4378.569824
	Iteration 42Q: 3 clusters Score -909686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -909690.187500 Penalty: 4378.569824
	Iteration 43Q: 3 clusters Score -909690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -909694.687500 Penalty: 4378.569824
	Iteration 44Q: 3 clusters Score -909694.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -909701.250000 Penalty: 4378.569824
	Iteration 45Q: 3 clusters Score -909701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -909708.625000 Penalty: 4378.569824
	Iteration 46Q: 3 clusters Score -909708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -909709.812500 Penalty: 4378.569824
	Iteration 47Q: 3 clusters Score -909709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -909710.562500 Penalty: 4378.569824
	Iteration 48Q: 3 clusters Score -909710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -909710.750000 Penalty: 4378.569824
	Iteration 49Q: 3 clusters Score -909710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -909713.500000 Penalty: 4378.569824
	Iteration 50Q: 3 clusters Score -909713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -909714.500000 Penalty: 4378.569824
	Iteration 51Q: 3 clusters Score -909714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -909718.625000 Penalty: 4378.569824
	Iteration 52Q: 3 clusters Score -909718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -909721.687500 Penalty: 4378.569824
	Iteration 53Q: 3 clusters Score -909721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -909726.625000 Penalty: 4378.569824
	Iteration 54Q: 3 clusters Score -909726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -909730.375000 Penalty: 4378.569824
	Iteration 55Q: 3 clusters Score -909730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -909738.062500 Penalty: 4378.569824
	Iteration 56Q: 3 clusters Score -909738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -909750.000000 Penalty: 4378.569824
	Iteration 57Q: 3 clusters Score -909750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -909758.562500 Penalty: 4378.569824
	Iteration 58Q: 3 clusters Score -909758.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -909770.187500 Penalty: 4378.569824
	Iteration 59Q: 3 clusters Score -909770.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -909777.062500 Penalty: 4378.569824
	Iteration 60F: 3 clusters Score -909777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -909778.437500 Penalty: 4378.569824
	Iteration 61Q: 3 clusters Score -909778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -909783.125000 Penalty: 4378.569824
	Iteration 62Q: 3 clusters Score -909783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -909787.812500 Penalty: 4378.569824
	Iteration 63Q: 3 clusters Score -909787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -909792.937500 Penalty: 4378.569824
	Iteration 64Q: 3 clusters Score -909792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -909795.937500 Penalty: 4378.569824
	Iteration 65Q: 3 clusters Score -909795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -909799.562500 Penalty: 4378.569824
	Iteration 66Q: 3 clusters Score -909799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -909805.750000 Penalty: 4378.569824
	Iteration 67Q: 3 clusters Score -909805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -909810.500000 Penalty: 4378.569824
	Iteration 68Q: 3 clusters Score -909810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -909815.625000 Penalty: 4378.569824
	Iteration 69Q: 3 clusters Score -909815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -909814.250000 Penalty: 4378.569824
	Iteration 70Q: 3 clusters Score -909814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -909816.750000 Penalty: 4378.569824
	Iteration 71Q: 3 clusters Score -909816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -909816.750000 Penalty: 4378.569824
	Iteration 72Q: 3 clusters Score -909816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -909818.312500 Penalty: 4378.569824
	Iteration 73Q: 3 clusters Score -909818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -909818.250000 Penalty: 4378.569824
	Iteration 74Q: 3 clusters Score -909818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -909818.562500 Penalty: 4378.569824
	Iteration 75Q: 3 clusters Score -909818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -909818.562500 Penalty: 4378.569824
	Iteration 76F: 3 clusters Score -909818.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -89581.625000 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -89581.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87842.531250 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -87842.53 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88072.414062 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -88072.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88155.015625 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -88155.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88195.507812 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -88195.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88211.937500 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -88211.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88222.445312 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -88222.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88227.492188 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -88227.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88230.226562 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -88230.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88232.054688 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -88232.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88235.109375 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -88235.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88242.625000 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -88242.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88243.703125 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -88243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88244.500000 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -88244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88244.500000 Penalty: 3282.894531
	Iteration 13F: 3 clusters Score -88244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Entering Unmasked Estep 
Score: -20438964.000000 Penalty: 2960.822510
	Iteration 0F: 2 clusters Score -2.043896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -20340956.000000 Penalty: 5921.645020
	Iteration 0F: 3 clusters Score -2.034096e+07 nChanged 73272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -20383476.000000 Penalty: 5921.645020
	Iteration 1F: 3 clusters Score -2.038348e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -20384358.000000 Penalty: 5921.645020
	Iteration 2Q: 3 clusters Score -2.038436e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -20385306.000000 Penalty: 5921.645020
	Iteration 3Q: 3 clusters Score -2.038531e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -20386542.000000 Penalty: 5921.645020
	Iteration 4Q: 3 clusters Score -2.038654e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -20388106.000000 Penalty: 5921.645020
	Iteration 5Q: 3 clusters Score -2.038811e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -20389914.000000 Penalty: 5921.645020
	Iteration 6Q: 3 clusters Score -2.038991e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -20392482.000000 Penalty: 5921.645020
	Iteration 7Q: 3 clusters Score -2.039248e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -20396408.000000 Penalty: 5921.645020
	Iteration 8Q: 3 clusters Score -2.039641e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -20402546.000000 Penalty: 5921.645020
	Iteration 9F: 3 clusters Score -2.040255e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -20410008.000000 Penalty: 5921.645020
	Iteration 10F: 3 clusters Score -2.041001e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -20416076.000000 Penalty: 5921.645020
	Iteration 11F: 3 clusters Score -2.041608e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -20418986.000000 Penalty: 5921.645020
	Iteration 12Q: 3 clusters Score -2.041899e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -20419722.000000 Penalty: 5921.645020
	Iteration 13Q: 3 clusters Score -2.041972e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -20420140.000000 Penalty: 5921.645020
	Iteration 14Q: 3 clusters Score -2.042014e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -20420392.000000 Penalty: 5921.645020
	Iteration 15Q: 3 clusters Score -2.042039e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -20420730.000000 Penalty: 5921.645020
	Iteration 16Q: 3 clusters Score -2.042073e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -20421148.000000 Penalty: 5921.645020
	Iteration 17Q: 3 clusters Score -2.042115e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -20421388.000000 Penalty: 5921.645020
	Iteration 18Q: 3 clusters Score -2.042139e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -20421662.000000 Penalty: 5921.645020
	Iteration 19Q: 3 clusters Score -2.042166e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -20422032.000000 Penalty: 5921.645020
	Iteration 20F: 3 clusters Score -2.042203e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -20422284.000000 Penalty: 5921.645020
	Iteration 21Q: 3 clusters Score -2.042228e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -20422776.000000 Penalty: 5921.645020
	Iteration 22Q: 3 clusters Score -2.042278e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -20423254.000000 Penalty: 5921.645020
	Iteration 23Q: 3 clusters Score -2.042325e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -20423646.000000 Penalty: 5921.645020
	Iteration 24Q: 3 clusters Score -2.042365e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -20423942.000000 Penalty: 5921.645020
	Iteration 25Q: 3 clusters Score -2.042394e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -20424278.000000 Penalty: 5921.645020
	Iteration 26Q: 3 clusters Score -2.042428e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -20424694.000000 Penalty: 5921.645020
	Iteration 27Q: 3 clusters Score -2.042469e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -20425198.000000 Penalty: 5921.645020
	Iteration 28Q: 3 clusters Score -2.04252e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -20425742.000000 Penalty: 5921.645020
	Iteration 29Q: 3 clusters Score -2.042574e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -20426124.000000 Penalty: 5921.645020
	Iteration 30Q: 3 clusters Score -2.042612e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -20426560.000000 Penalty: 5921.645020
	Iteration 31Q: 3 clusters Score -2.042656e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -20426914.000000 Penalty: 5921.645020
	Iteration 32Q: 3 clusters Score -2.042691e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -20427320.000000 Penalty: 5921.645020
	Iteration 33Q: 3 clusters Score -2.042732e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -20427774.000000 Penalty: 5921.645020
	Iteration 34Q: 3 clusters Score -2.042777e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112641 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -20428330.000000 Penalty: 5921.645020
	Iteration 35Q: 3 clusters Score -2.042833e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -20428846.000000 Penalty: 5921.645020
	Iteration 36Q: 3 clusters Score -2.042885e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -20429318.000000 Penalty: 5921.645020
	Iteration 37Q: 3 clusters Score -2.042932e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119108 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -20429812.000000 Penalty: 5921.645020
	Iteration 38Q: 3 clusters Score -2.042981e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -20430412.000000 Penalty: 5921.645020
	Iteration 39Q: 3 clusters Score -2.043041e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123470 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -20431044.000000 Penalty: 5921.645020
	Iteration 40F: 3 clusters Score -2.043104e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -20431634.000000 Penalty: 5921.645020
	Iteration 41Q: 3 clusters Score -2.043163e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -20432038.000000 Penalty: 5921.645020
	Iteration 42Q: 3 clusters Score -2.043204e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -20432684.000000 Penalty: 5921.645020
	Iteration 43Q: 3 clusters Score -2.043268e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -20432914.000000 Penalty: 5921.645020
	Iteration 44Q: 3 clusters Score -2.043291e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133741 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -20433422.000000 Penalty: 5921.645020
	Iteration 45Q: 3 clusters Score -2.043342e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135571 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -20433870.000000 Penalty: 5921.645020
	Iteration 46Q: 3 clusters Score -2.043387e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137278 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -20434178.000000 Penalty: 5921.645020
	Iteration 47Q: 3 clusters Score -2.043418e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138849 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -20434432.000000 Penalty: 5921.645020
	Iteration 48Q: 3 clusters Score -2.043443e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140311 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -20434760.000000 Penalty: 5921.645020
	Iteration 49Q: 3 clusters Score -2.043476e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -20435028.000000 Penalty: 5921.645020
	Iteration 50Q: 3 clusters Score -2.043503e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -20435334.000000 Penalty: 5921.645020
	Iteration 51Q: 3 clusters Score -2.043533e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143929 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -20435498.000000 Penalty: 5921.645020
	Iteration 52Q: 3 clusters Score -2.04355e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -20435726.000000 Penalty: 5921.645020
	Iteration 53Q: 3 clusters Score -2.043573e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -20435962.000000 Penalty: 5921.645020
	Iteration 54Q: 3 clusters Score -2.043596e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -20436110.000000 Penalty: 5921.645020
	Iteration 55Q: 3 clusters Score -2.043611e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -20436244.000000 Penalty: 5921.645020
	Iteration 56Q: 3 clusters Score -2.043624e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -20436318.000000 Penalty: 5921.645020
	Iteration 57Q: 3 clusters Score -2.043632e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -20436426.000000 Penalty: 5921.645020
	Iteration 58Q: 3 clusters Score -2.043643e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -20436466.000000 Penalty: 5921.645020
	Iteration 59Q: 3 clusters Score -2.043647e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20436476.000000 Penalty: 5921.645020
	Iteration 60F: 3 clusters Score -2.043648e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -20436628.000000 Penalty: 5921.645020
	Iteration 61Q: 3 clusters Score -2.043663e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20436690.000000 Penalty: 5921.645020
	Iteration 62Q: 3 clusters Score -2.043669e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20436698.000000 Penalty: 5921.645020
	Iteration 63Q: 3 clusters Score -2.04367e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149925 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -20436724.000000 Penalty: 5921.645020
	Iteration 64Q: 3 clusters Score -2.043672e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20436738.000000 Penalty: 5921.645020
	Iteration 65Q: 3 clusters Score -2.043674e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150280 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20436806.000000 Penalty: 5921.645020
	Iteration 66Q: 3 clusters Score -2.043681e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -20436780.000000 Penalty: 5921.645020
	Iteration 67Q: 3 clusters Score -2.043678e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20436800.000000 Penalty: 5921.645020
	Iteration 68Q: 3 clusters Score -2.04368e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20436780.000000 Penalty: 5921.645020
	Iteration 69Q: 3 clusters Score -2.043678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -20436790.000000 Penalty: 5921.645020
	Iteration 70Q: 3 clusters Score -2.043679e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150852 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20436822.000000 Penalty: 5921.645020
	Iteration 71Q: 3 clusters Score -2.043682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -20436862.000000 Penalty: 5921.645020
	Iteration 72Q: 3 clusters Score -2.043686e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20436854.000000 Penalty: 5921.645020
	Iteration 73Q: 3 clusters Score -2.043685e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20436884.000000 Penalty: 5921.645020
	Iteration 74Q: 3 clusters Score -2.043688e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20436920.000000 Penalty: 5921.645020
	Iteration 75Q: 3 clusters Score -2.043692e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20436952.000000 Penalty: 5921.645020
	Iteration 76Q: 3 clusters Score -2.043695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20436946.000000 Penalty: 5921.645020
	Iteration 77Q: 3 clusters Score -2.043695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20436958.000000 Penalty: 5921.645020
	Iteration 78Q: 3 clusters Score -2.043696e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20436986.000000 Penalty: 5921.645020
	Iteration 79Q: 3 clusters Score -2.043699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20436976.000000 Penalty: 5921.645020
	Iteration 80F: 3 clusters Score -2.043698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20437004.000000 Penalty: 5921.645020
	Iteration 81Q: 3 clusters Score -2.0437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20437016.000000 Penalty: 5921.645020
	Iteration 82Q: 3 clusters Score -2.043702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20437026.000000 Penalty: 5921.645020
	Iteration 83Q: 3 clusters Score -2.043703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20437058.000000 Penalty: 5921.645020
	Iteration 84Q: 3 clusters Score -2.043706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20437040.000000 Penalty: 5921.645020
	Iteration 85Q: 3 clusters Score -2.043704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -20437048.000000 Penalty: 5921.645020
	Iteration 86Q: 3 clusters Score -2.043705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20437066.000000 Penalty: 5921.645020
	Iteration 87Q: 3 clusters Score -2.043707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -20437048.000000 Penalty: 5921.645020
	Iteration 88Q: 3 clusters Score -2.043705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -20437046.000000 Penalty: 5921.645020
	Iteration 89Q: 3 clusters Score -2.043705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20437050.000000 Penalty: 5921.645020
	Iteration 90Q: 3 clusters Score -2.043705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20437050.000000 Penalty: 5921.645020
	Iteration 91Q: 3 clusters Score -2.043705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20437056.000000 Penalty: 5921.645020
	Iteration 92Q: 3 clusters Score -2.043706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20437048.000000 Penalty: 5921.645020
	Iteration 93Q: 3 clusters Score -2.043705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151404 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -20437056.000000 Penalty: 5921.645020
	Iteration 94Q: 3 clusters Score -2.043706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20437068.000000 Penalty: 5921.645020
	Iteration 95Q: 3 clusters Score -2.043707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20437080.000000 Penalty: 5921.645020
	Iteration 96Q: 3 clusters Score -2.043708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -20437066.000000 Penalty: 5921.645020
	Iteration 97Q: 3 clusters Score -2.043707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -20437068.000000 Penalty: 5921.645020
	Iteration 98Q: 3 clusters Score -2.043707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151420 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -20437064.000000 Penalty: 5921.645020
	Iteration 99Q: 3 clusters Score -2.043706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151424 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20437070.000000 Penalty: 5921.645020
	Iteration 100F: 3 clusters Score -2.043707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20437080.000000 Penalty: 5921.645020
	Iteration 101Q: 3 clusters Score -2.043708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20437076.000000 Penalty: 5921.645020
	Iteration 102Q: 3 clusters Score -2.043708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20437078.000000 Penalty: 5921.645020
	Iteration 103Q: 3 clusters Score -2.043708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -20437076.000000 Penalty: 5921.645020
	Iteration 104Q: 3 clusters Score -2.043708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20437076.000000 Penalty: 5921.645020
	Iteration 105Q: 3 clusters Score -2.043708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151444 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20437076.000000 Penalty: 5921.645020
	Iteration 106Q: 3 clusters Score -2.043708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20437088.000000 Penalty: 5921.645020
	Iteration 107Q: 3 clusters Score -2.043709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151453 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20437094.000000 Penalty: 5921.645020
	Iteration 108Q: 3 clusters Score -2.043709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151455 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20437086.000000 Penalty: 5921.645020
	Iteration 109Q: 3 clusters Score -2.043709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20437082.000000 Penalty: 5921.645020
	Iteration 110Q: 3 clusters Score -2.043708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -20437102.000000 Penalty: 5921.645020
	Iteration 111Q: 3 clusters Score -2.04371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -20437102.000000 Penalty: 5921.645020
	Iteration 112F: 3 clusters Score -2.04371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -41310.792969 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -41310.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39968.750000 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -39968.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40258.140625 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -40258.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40311.929688 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -40311.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40363.554688 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -40363.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40405.945312 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -40405.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40448.507812 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -40448.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40475.699219 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -40475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40503.539062 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -40503.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40556.445312 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -40556.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40609.699219 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -40609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -40703.203125 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -40703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40815.074219 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -40815.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -40946.828125 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -40946.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41211.718750 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -41211.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41413.617188 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -41413.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41870.656250 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -41870.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41870.656250 Penalty: 2916.744385
	Iteration 16F: 3 clusters Score -41870.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155938 members 
Mstep: Class 3 contains 47102 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56094 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153093 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 129 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146391 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177312 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
Score: -135238656.000000 Penalty: 75562.656250
Splitting cluster 14 changes total score from -135240096.000000 to -135238656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136446.078125 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -136446.1 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 540 members 
Entering Unmasked Estep 
Score: -134403.171875 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -134403.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134762.390625 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -134762.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134872.250000 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -134872.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134930.421875 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -134930.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134964.203125 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -134964.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134988.578125 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -134988.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135001.687500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -135001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135010.421875 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -135010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135017.593750 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -135017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135027.953125 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -135028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135031.968750 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -135032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135032.984375 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -135033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135036.703125 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -135036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135041.421875 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -135041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135045.218750 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -135045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135051.765625 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -135051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135056.796875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -135056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135065.109375 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -135065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135069.234375 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -135069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135070.656250 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -135070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135070.656250 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -135070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146391 members 
Entering Unmasked Estep 
Score: -19503124.000000 Penalty: 2949.720947
	Iteration 0F: 2 clusters Score -1.950312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -19408284.000000 Penalty: 5899.441895
	Iteration 0F: 3 clusters Score -1.940828e+07 nChanged 69763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -19448692.000000 Penalty: 5899.441895
	Iteration 1F: 3 clusters Score -1.944869e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -19449614.000000 Penalty: 5899.441895
	Iteration 2Q: 3 clusters Score -1.944961e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -19450680.000000 Penalty: 5899.441895
	Iteration 3Q: 3 clusters Score -1.945068e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -19452078.000000 Penalty: 5899.441895
	Iteration 4Q: 3 clusters Score -1.945208e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -19454022.000000 Penalty: 5899.441895
	Iteration 5Q: 3 clusters Score -1.945402e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -19457296.000000 Penalty: 5899.441895
	Iteration 6Q: 3 clusters Score -1.94573e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -19462602.000000 Penalty: 5899.441895
	Iteration 7F: 3 clusters Score -1.94626e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -19471088.000000 Penalty: 5899.441895
	Iteration 8F: 3 clusters Score -1.947109e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -19481704.000000 Penalty: 5899.441895
	Iteration 9F: 3 clusters Score -1.94817e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -19490854.000000 Penalty: 5899.441895
	Iteration 10F: 3 clusters Score -1.949085e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -19496482.000000 Penalty: 5899.441895
	Iteration 11Q: 3 clusters Score -1.949648e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144477 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19499142.000000 Penalty: 5899.441895
	Iteration 12Q: 3 clusters Score -1.949914e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19500044.000000 Penalty: 5899.441895
	Iteration 13Q: 3 clusters Score -1.950004e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19500408.000000 Penalty: 5899.441895
	Iteration 14Q: 3 clusters Score -1.950041e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -19500538.000000 Penalty: 5899.441895
	Iteration 15Q: 3 clusters Score -1.950054e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19500644.000000 Penalty: 5899.441895
	Iteration 16Q: 3 clusters Score -1.950064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146042 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19500684.000000 Penalty: 5899.441895
	Iteration 17Q: 3 clusters Score -1.950068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19500702.000000 Penalty: 5899.441895
	Iteration 18Q: 3 clusters Score -1.95007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19500714.000000 Penalty: 5899.441895
	Iteration 19Q: 3 clusters Score -1.950071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19500724.000000 Penalty: 5899.441895
	Iteration 20F: 3 clusters Score -1.950072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19500728.000000 Penalty: 5899.441895
	Iteration 21Q: 3 clusters Score -1.950073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19500730.000000 Penalty: 5899.441895
	Iteration 22Q: 3 clusters Score -1.950073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19500730.000000 Penalty: 5899.441895
	Iteration 23F: 3 clusters Score -1.950073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Entering Unmasked Estep 
Score: -1448510.250000 Penalty: 2305.354492
	Iteration 0F: 2 clusters Score -1448510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1440225.875000 Penalty: 4610.708984
	Iteration 0F: 3 clusters Score -1440226 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1442768.875000 Penalty: 4610.708984
	Iteration 1F: 3 clusters Score -1442769 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1443063.625000 Penalty: 4610.708984
	Iteration 2F: 3 clusters Score -1443064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1443258.125000 Penalty: 4610.708984
	Iteration 3Q: 3 clusters Score -1443258 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1443393.625000 Penalty: 4610.708984
	Iteration 4Q: 3 clusters Score -1443394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1443507.500000 Penalty: 4610.708984
	Iteration 5Q: 3 clusters Score -1443508 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1443640.250000 Penalty: 4610.708984
	Iteration 6Q: 3 clusters Score -1443640 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1443793.500000 Penalty: 4610.708984
	Iteration 7Q: 3 clusters Score -1443794 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1443951.625000 Penalty: 4610.708984
	Iteration 8Q: 3 clusters Score -1443952 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1444160.000000 Penalty: 4610.708984
	Iteration 9Q: 3 clusters Score -1444160 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1444404.000000 Penalty: 4610.708984
	Iteration 10Q: 3 clusters Score -1444404 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1444722.125000 Penalty: 4610.708984
	Iteration 11Q: 3 clusters Score -1444722 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1445022.000000 Penalty: 4610.708984
	Iteration 12Q: 3 clusters Score -1445022 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1445324.250000 Penalty: 4610.708984
	Iteration 13Q: 3 clusters Score -1445324 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1445615.750000 Penalty: 4610.708984
	Iteration 14Q: 3 clusters Score -1445616 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1445870.375000 Penalty: 4610.708984
	Iteration 15Q: 3 clusters Score -1445870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1446021.500000 Penalty: 4610.708984
	Iteration 16Q: 3 clusters Score -1446022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1446146.250000 Penalty: 4610.708984
	Iteration 17Q: 3 clusters Score -1446146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1446246.250000 Penalty: 4610.708984
	Iteration 18Q: 3 clusters Score -1446246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1446305.875000 Penalty: 4610.708984
	Iteration 19Q: 3 clusters Score -1446306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1446336.125000 Penalty: 4610.708984
	Iteration 20F: 3 clusters Score -1446336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1446363.625000 Penalty: 4610.708984
	Iteration 21Q: 3 clusters Score -1446364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1446380.625000 Penalty: 4610.708984
	Iteration 22Q: 3 clusters Score -1446381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1446397.625000 Penalty: 4610.708984
	Iteration 23Q: 3 clusters Score -1446398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1446411.625000 Penalty: 4610.708984
	Iteration 24Q: 3 clusters Score -1446412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1446418.375000 Penalty: 4610.708984
	Iteration 25Q: 3 clusters Score -1446418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1446433.875000 Penalty: 4610.708984
	Iteration 26Q: 3 clusters Score -1446434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1446446.875000 Penalty: 4610.708984
	Iteration 27Q: 3 clusters Score -1446447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1446452.500000 Penalty: 4610.708984
	Iteration 28Q: 3 clusters Score -1446452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1446457.250000 Penalty: 4610.708984
	Iteration 29Q: 3 clusters Score -1446457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1446465.750000 Penalty: 4610.708984
	Iteration 30Q: 3 clusters Score -1446466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1446473.375000 Penalty: 4610.708984
	Iteration 31Q: 3 clusters Score -1446473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1446482.750000 Penalty: 4610.708984
	Iteration 32Q: 3 clusters Score -1446483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1446486.125000 Penalty: 4610.708984
	Iteration 33Q: 3 clusters Score -1446486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1446486.750000 Penalty: 4610.708984
	Iteration 34Q: 3 clusters Score -1446487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1446486.750000 Penalty: 4610.708984
	Iteration 35Q: 3 clusters Score -1446487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1446490.375000 Penalty: 4610.708984
	Iteration 36Q: 3 clusters Score -1446490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1446492.125000 Penalty: 4610.708984
	Iteration 37Q: 3 clusters Score -1446492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1446492.125000 Penalty: 4610.708984
	Iteration 38F: 3 clusters Score -1446492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -213791.031250 Penalty: 1834.138916
	Iteration 0F: 2 clusters Score -213791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -211438.171875 Penalty: 3668.277832
	Iteration 0F: 3 clusters Score -211438.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211801.156250 Penalty: 3668.277832
	Iteration 1F: 3 clusters Score -211801.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211902.734375 Penalty: 3668.277832
	Iteration 2F: 3 clusters Score -211902.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211956.312500 Penalty: 3668.277832
	Iteration 3Q: 3 clusters Score -211956.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -211989.937500 Penalty: 3668.277832
	Iteration 4Q: 3 clusters Score -211989.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212023.062500 Penalty: 3668.277832
	Iteration 5Q: 3 clusters Score -212023.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -212043.812500 Penalty: 3668.277832
	Iteration 6Q: 3 clusters Score -212043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -212060.125000 Penalty: 3668.277832
	Iteration 7Q: 3 clusters Score -212060.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212078.640625 Penalty: 3668.277832
	Iteration 8Q: 3 clusters Score -212078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212083.437500 Penalty: 3668.277832
	Iteration 9Q: 3 clusters Score -212083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212087.031250 Penalty: 3668.277832
	Iteration 10Q: 3 clusters Score -212087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212092.750000 Penalty: 3668.277832
	Iteration 11Q: 3 clusters Score -212092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -212095.812500 Penalty: 3668.277832
	Iteration 12Q: 3 clusters Score -212095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212098.609375 Penalty: 3668.277832
	Iteration 13Q: 3 clusters Score -212098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212099.265625 Penalty: 3668.277832
	Iteration 14Q: 3 clusters Score -212099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212100.781250 Penalty: 3668.277832
	Iteration 15Q: 3 clusters Score -212100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212104.828125 Penalty: 3668.277832
	Iteration 16Q: 3 clusters Score -212104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212105.265625 Penalty: 3668.277832
	Iteration 17Q: 3 clusters Score -212105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212105.265625 Penalty: 3668.277832
	Iteration 18F: 3 clusters Score -212105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Entering Unmasked Estep 
Score: -23555818.000000 Penalty: 2997.245361
	Iteration 0F: 2 clusters Score -2.355582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -23443128.000000 Penalty: 5994.490723
	Iteration 0F: 3 clusters Score -2.344313e+07 nChanged 84974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -23493922.000000 Penalty: 5994.490723
	Iteration 1F: 3 clusters Score -2.349392e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -23496034.000000 Penalty: 5994.490723
	Iteration 2Q: 3 clusters Score -2.349603e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -23499488.000000 Penalty: 5994.490723
	Iteration 3Q: 3 clusters Score -2.349949e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -23504762.000000 Penalty: 5994.490723
	Iteration 4F: 3 clusters Score -2.350476e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -23513488.000000 Penalty: 5994.490723
	Iteration 5F: 3 clusters Score -2.351349e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -23525634.000000 Penalty: 5994.490723
	Iteration 6F: 3 clusters Score -2.352563e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 121709 members 
Entering Unmasked Estep 
Score: -23538758.000000 Penalty: 5994.490723
	Iteration 7F: 3 clusters Score -2.353876e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 126625 members 
Entering Unmasked Estep 
Score: -23545816.000000 Penalty: 5994.490723
	Iteration 8F: 3 clusters Score -2.354582e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 130223 members 
Entering Unmasked Estep 
Score: -23548686.000000 Penalty: 5994.490723
	Iteration 9Q: 3 clusters Score -2.354869e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 133422 members 
Entering Unmasked Estep 
Score: -23550412.000000 Penalty: 5994.490723
	Iteration 10Q: 3 clusters Score -2.355041e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -23551726.000000 Penalty: 5994.490723
	Iteration 11Q: 3 clusters Score -2.355173e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -23552768.000000 Penalty: 5994.490723
	Iteration 12Q: 3 clusters Score -2.355277e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -23553500.000000 Penalty: 5994.490723
	Iteration 13Q: 3 clusters Score -2.35535e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 143427 members 
Entering Unmasked Estep 
Score: -23554030.000000 Penalty: 5994.490723
	Iteration 14Q: 3 clusters Score -2.355403e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -23554642.000000 Penalty: 5994.490723
	Iteration 15Q: 3 clusters Score -2.355464e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -23554992.000000 Penalty: 5994.490723
	Iteration 16Q: 3 clusters Score -2.355499e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -23555448.000000 Penalty: 5994.490723
	Iteration 17Q: 3 clusters Score -2.355545e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -23555492.000000 Penalty: 5994.490723
	Iteration 18Q: 3 clusters Score -2.355549e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 151894 members 
Entering Unmasked Estep 
Score: -23555662.000000 Penalty: 5994.490723
	Iteration 19Q: 3 clusters Score -2.355566e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -23555758.000000 Penalty: 5994.490723
	Iteration 20F: 3 clusters Score -2.355576e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -23555814.000000 Penalty: 5994.490723
	Iteration 21Q: 3 clusters Score -2.355581e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -23555914.000000 Penalty: 5994.490723
	Iteration 22Q: 3 clusters Score -2.355591e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -23556060.000000 Penalty: 5994.490723
	Iteration 23Q: 3 clusters Score -2.355606e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -23556098.000000 Penalty: 5994.490723
	Iteration 24Q: 3 clusters Score -2.35561e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 158296 members 
Entering Unmasked Estep 
Score: -23556052.000000 Penalty: 5994.490723
	Iteration 25Q: 3 clusters Score -2.355605e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -23556104.000000 Penalty: 5994.490723
	Iteration 26Q: 3 clusters Score -2.35561e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -23556122.000000 Penalty: 5994.490723
	Iteration 27Q: 3 clusters Score -2.355612e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -23556088.000000 Penalty: 5994.490723
	Iteration 28Q: 3 clusters Score -2.355609e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -23556182.000000 Penalty: 5994.490723
	Iteration 29Q: 3 clusters Score -2.355618e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -23556192.000000 Penalty: 5994.490723
	Iteration 30Q: 3 clusters Score -2.355619e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -23556104.000000 Penalty: 5994.490723
	Iteration 31Q: 3 clusters Score -2.35561e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 162423 members 
Entering Unmasked Estep 
Score: -23556078.000000 Penalty: 5994.490723
	Iteration 32Q: 3 clusters Score -2.355608e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -23556066.000000 Penalty: 5994.490723
	Iteration 33Q: 3 clusters Score -2.355607e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -23556084.000000 Penalty: 5994.490723
	Iteration 34Q: 3 clusters Score -2.355608e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 163596 members 
Entering Unmasked Estep 
Score: -23556086.000000 Penalty: 5994.490723
	Iteration 35Q: 3 clusters Score -2.355609e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -23556072.000000 Penalty: 5994.490723
	Iteration 36Q: 3 clusters Score -2.355607e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -23556032.000000 Penalty: 5994.490723
	Iteration 37Q: 3 clusters Score -2.355603e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -23556028.000000 Penalty: 5994.490723
	Iteration 38Q: 3 clusters Score -2.355603e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -23556052.000000 Penalty: 5994.490723
	Iteration 39Q: 3 clusters Score -2.355605e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -23556102.000000 Penalty: 5994.490723
	Iteration 40F: 3 clusters Score -2.35561e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -23556058.000000 Penalty: 5994.490723
	Iteration 41Q: 3 clusters Score -2.355606e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -23556032.000000 Penalty: 5994.490723
	Iteration 42Q: 3 clusters Score -2.355603e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -23555936.000000 Penalty: 5994.490723
	Iteration 43Q: 3 clusters Score -2.355594e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -23555916.000000 Penalty: 5994.490723
	Iteration 44Q: 3 clusters Score -2.355592e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 166588 members 
Entering Unmasked Estep 
Score: -23555820.000000 Penalty: 5994.490723
	Iteration 45Q: 3 clusters Score -2.355582e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -23555788.000000 Penalty: 5994.490723
	Iteration 46Q: 3 clusters Score -2.355579e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 166950 members 
Entering Unmasked Estep 
Score: -23555790.000000 Penalty: 5994.490723
	Iteration 47Q: 3 clusters Score -2.355579e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -23555826.000000 Penalty: 5994.490723
	Iteration 48Q: 3 clusters Score -2.355583e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -23555814.000000 Penalty: 5994.490723
	Iteration 49Q: 3 clusters Score -2.355581e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -23555808.000000 Penalty: 5994.490723
	Iteration 50Q: 3 clusters Score -2.355581e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -23555756.000000 Penalty: 5994.490723
	Iteration 51Q: 3 clusters Score -2.355576e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 167648 members 
Entering Unmasked Estep 
Score: -23555784.000000 Penalty: 5994.490723
	Iteration 52Q: 3 clusters Score -2.355578e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -23555740.000000 Penalty: 5994.490723
	Iteration 53Q: 3 clusters Score -2.355574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -23555780.000000 Penalty: 5994.490723
	Iteration 54Q: 3 clusters Score -2.355578e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -23555798.000000 Penalty: 5994.490723
	Iteration 55Q: 3 clusters Score -2.35558e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -23555826.000000 Penalty: 5994.490723
	Iteration 56Q: 3 clusters Score -2.355583e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 168270 members 
Entering Unmasked Estep 
Score: -23555818.000000 Penalty: 5994.490723
	Iteration 57Q: 3 clusters Score -2.355582e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -23555772.000000 Penalty: 5994.490723
	Iteration 58Q: 3 clusters Score -2.355577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -23555750.000000 Penalty: 5994.490723
	Iteration 59Q: 3 clusters Score -2.355575e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -23555748.000000 Penalty: 5994.490723
	Iteration 60F: 3 clusters Score -2.355575e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -23555742.000000 Penalty: 5994.490723
	Iteration 61Q: 3 clusters Score -2.355574e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -23555750.000000 Penalty: 5994.490723
	Iteration 62Q: 3 clusters Score -2.355575e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -23555748.000000 Penalty: 5994.490723
	Iteration 63Q: 3 clusters Score -2.355575e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -23555726.000000 Penalty: 5994.490723
	Iteration 64Q: 3 clusters Score -2.355573e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -23555730.000000 Penalty: 5994.490723
	Iteration 65Q: 3 clusters Score -2.355573e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 169114 members 
Entering Unmasked Estep 
Score: -23555748.000000 Penalty: 5994.490723
	Iteration 66Q: 3 clusters Score -2.355575e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -23555694.000000 Penalty: 5994.490723
	Iteration 67Q: 3 clusters Score -2.355569e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -23555688.000000 Penalty: 5994.490723
	Iteration 68Q: 3 clusters Score -2.355569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23555714.000000 Penalty: 5994.490723
	Iteration 69Q: 3 clusters Score -2.355571e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 169444 members 
Entering Unmasked Estep 
Score: -23555688.000000 Penalty: 5994.490723
	Iteration 70Q: 3 clusters Score -2.355569e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -23555682.000000 Penalty: 5994.490723
	Iteration 71Q: 3 clusters Score -2.355568e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -23555672.000000 Penalty: 5994.490723
	Iteration 72Q: 3 clusters Score -2.355567e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -23555700.000000 Penalty: 5994.490723
	Iteration 73Q: 3 clusters Score -2.35557e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -23555708.000000 Penalty: 5994.490723
	Iteration 74Q: 3 clusters Score -2.355571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 169833 members 
Entering Unmasked Estep 
Score: -23555750.000000 Penalty: 5994.490723
	Iteration 75Q: 3 clusters Score -2.355575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 169899 members 
Entering Unmasked Estep 
Score: -23555742.000000 Penalty: 5994.490723
	Iteration 76Q: 3 clusters Score -2.355574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -23555708.000000 Penalty: 5994.490723
	Iteration 77Q: 3 clusters Score -2.355571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -23555652.000000 Penalty: 5994.490723
	Iteration 78Q: 3 clusters Score -2.355565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -23555612.000000 Penalty: 5994.490723
	Iteration 79Q: 3 clusters Score -2.355561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 170096 members 
Entering Unmasked Estep 
Score: -23555620.000000 Penalty: 5994.490723
	Iteration 80F: 3 clusters Score -2.355562e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -23555654.000000 Penalty: 5994.490723
	Iteration 81Q: 3 clusters Score -2.355565e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -23555638.000000 Penalty: 5994.490723
	Iteration 82Q: 3 clusters Score -2.355564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 170229 members 
Entering Unmasked Estep 
Score: -23555636.000000 Penalty: 5994.490723
	Iteration 83Q: 3 clusters Score -2.355564e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -23555612.000000 Penalty: 5994.490723
	Iteration 84Q: 3 clusters Score -2.355561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -23555588.000000 Penalty: 5994.490723
	Iteration 85Q: 3 clusters Score -2.355559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -23555562.000000 Penalty: 5994.490723
	Iteration 86Q: 3 clusters Score -2.355556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -23555544.000000 Penalty: 5994.490723
	Iteration 87Q: 3 clusters Score -2.355554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -23555564.000000 Penalty: 5994.490723
	Iteration 88Q: 3 clusters Score -2.355556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -23555558.000000 Penalty: 5994.490723
	Iteration 89Q: 3 clusters Score -2.355556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -23555564.000000 Penalty: 5994.490723
	Iteration 90Q: 3 clusters Score -2.355556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -23555576.000000 Penalty: 5994.490723
	Iteration 91Q: 3 clusters Score -2.355558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -23555556.000000 Penalty: 5994.490723
	Iteration 92Q: 3 clusters Score -2.355556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 170526 members 
Entering Unmasked Estep 
Score: -23555556.000000 Penalty: 5994.490723
	Iteration 93Q: 3 clusters Score -2.355556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 170542 members 
Entering Unmasked Estep 
Score: -23555560.000000 Penalty: 5994.490723
	Iteration 94Q: 3 clusters Score -2.355556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -23555530.000000 Penalty: 5994.490723
	Iteration 95Q: 3 clusters Score -2.355553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -23555538.000000 Penalty: 5994.490723
	Iteration 96Q: 3 clusters Score -2.355554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -23555486.000000 Penalty: 5994.490723
	Iteration 97Q: 3 clusters Score -2.355549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -23555504.000000 Penalty: 5994.490723
	Iteration 98Q: 3 clusters Score -2.35555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 170681 members 
Entering Unmasked Estep 
Score: -23555508.000000 Penalty: 5994.490723
	Iteration 99Q: 3 clusters Score -2.355551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 170698 members 
Entering Unmasked Estep 
Score: -23555512.000000 Penalty: 5994.490723
	Iteration 100F: 3 clusters Score -2.355551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 170720 members 
Entering Unmasked Estep 
Score: -23555506.000000 Penalty: 5994.490723
	Iteration 101Q: 3 clusters Score -2.355551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -23555508.000000 Penalty: 5994.490723
	Iteration 102Q: 3 clusters Score -2.355551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -23555498.000000 Penalty: 5994.490723
	Iteration 103Q: 3 clusters Score -2.35555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 170774 members 
Entering Unmasked Estep 
Score: -23555488.000000 Penalty: 5994.490723
	Iteration 104Q: 3 clusters Score -2.355549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -23555478.000000 Penalty: 5994.490723
	Iteration 105Q: 3 clusters Score -2.355548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -23555484.000000 Penalty: 5994.490723
	Iteration 106Q: 3 clusters Score -2.355548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -23555464.000000 Penalty: 5994.490723
	Iteration 107Q: 3 clusters Score -2.355546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -23555446.000000 Penalty: 5994.490723
	Iteration 108Q: 3 clusters Score -2.355545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -23555462.000000 Penalty: 5994.490723
	Iteration 109Q: 3 clusters Score -2.355546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 170893 members 
Entering Unmasked Estep 
Score: -23555464.000000 Penalty: 5994.490723
	Iteration 110Q: 3 clusters Score -2.355546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -23555474.000000 Penalty: 5994.490723
	Iteration 111Q: 3 clusters Score -2.355547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -23555454.000000 Penalty: 5994.490723
	Iteration 112Q: 3 clusters Score -2.355545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 5994.490723
	Iteration 113Q: 3 clusters Score -2.355542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 170982 members 
Entering Unmasked Estep 
Score: -23555414.000000 Penalty: 5994.490723
	Iteration 114Q: 3 clusters Score -2.355541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -23555414.000000 Penalty: 5994.490723
	Iteration 115Q: 3 clusters Score -2.355541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 171007 members 
Entering Unmasked Estep 
Score: -23555416.000000 Penalty: 5994.490723
	Iteration 116Q: 3 clusters Score -2.355542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -23555406.000000 Penalty: 5994.490723
	Iteration 117Q: 3 clusters Score -2.355541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 171039 members 
Entering Unmasked Estep 
Score: -23555402.000000 Penalty: 5994.490723
	Iteration 118Q: 3 clusters Score -2.35554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -23555402.000000 Penalty: 5994.490723
	Iteration 119Q: 3 clusters Score -2.35554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -23555388.000000 Penalty: 5994.490723
	Iteration 120F: 3 clusters Score -2.355539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -23555386.000000 Penalty: 5994.490723
	Iteration 121Q: 3 clusters Score -2.355539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 5994.490723
	Iteration 122Q: 3 clusters Score -2.355537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -23555360.000000 Penalty: 5994.490723
	Iteration 123Q: 3 clusters Score -2.355536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -23555360.000000 Penalty: 5994.490723
	Iteration 124Q: 3 clusters Score -2.355536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 5994.490723
	Iteration 125Q: 3 clusters Score -2.355537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -23555368.000000 Penalty: 5994.490723
	Iteration 126Q: 3 clusters Score -2.355537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 5994.490723
	Iteration 127Q: 3 clusters Score -2.355537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 171139 members 
Entering Unmasked Estep 
Score: -23555374.000000 Penalty: 5994.490723
	Iteration 128Q: 3 clusters Score -2.355537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 171156 members 
Entering Unmasked Estep 
Score: -23555376.000000 Penalty: 5994.490723
	Iteration 129Q: 3 clusters Score -2.355538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -23555386.000000 Penalty: 5994.490723
	Iteration 130Q: 3 clusters Score -2.355539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -23555368.000000 Penalty: 5994.490723
	Iteration 131Q: 3 clusters Score -2.355537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 171224 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 5994.490723
	Iteration 132Q: 3 clusters Score -2.355537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -23555340.000000 Penalty: 5994.490723
	Iteration 133Q: 3 clusters Score -2.355534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -23555362.000000 Penalty: 5994.490723
	Iteration 134Q: 3 clusters Score -2.355536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -23555346.000000 Penalty: 5994.490723
	Iteration 135Q: 3 clusters Score -2.355535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -23555328.000000 Penalty: 5994.490723
	Iteration 136Q: 3 clusters Score -2.355533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -23555334.000000 Penalty: 5994.490723
	Iteration 137Q: 3 clusters Score -2.355533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -23555362.000000 Penalty: 5994.490723
	Iteration 138Q: 3 clusters Score -2.355536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 171355 members 
Entering Unmasked Estep 
Score: -23555372.000000 Penalty: 5994.490723
	Iteration 139Q: 3 clusters Score -2.355537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -23555364.000000 Penalty: 5994.490723
	Iteration 140F: 3 clusters Score -2.355536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -23555350.000000 Penalty: 5994.490723
	Iteration 141Q: 3 clusters Score -2.355535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -23555348.000000 Penalty: 5994.490723
	Iteration 142Q: 3 clusters Score -2.355535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -23555358.000000 Penalty: 5994.490723
	Iteration 143Q: 3 clusters Score -2.355536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -23555346.000000 Penalty: 5994.490723
	Iteration 144Q: 3 clusters Score -2.355535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -23555320.000000 Penalty: 5994.490723
	Iteration 145Q: 3 clusters Score -2.355532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -23555340.000000 Penalty: 5994.490723
	Iteration 146Q: 3 clusters Score -2.355534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -23555364.000000 Penalty: 5994.490723
	Iteration 147Q: 3 clusters Score -2.355536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -23555342.000000 Penalty: 5994.490723
	Iteration 148Q: 3 clusters Score -2.355534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -23555368.000000 Penalty: 5994.490723
	Iteration 149Q: 3 clusters Score -2.355537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -23555356.000000 Penalty: 5994.490723
	Iteration 150Q: 3 clusters Score -2.355536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -23555354.000000 Penalty: 5994.490723
	Iteration 151Q: 3 clusters Score -2.355535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 171422 members 
Entering Unmasked Estep 
Score: -23555348.000000 Penalty: 5994.490723
	Iteration 152Q: 3 clusters Score -2.355535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 171425 members 
Entering Unmasked Estep 
Score: -23555338.000000 Penalty: 5994.490723
	Iteration 153Q: 3 clusters Score -2.355534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -23555344.000000 Penalty: 5994.490723
	Iteration 154Q: 3 clusters Score -2.355534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -23555348.000000 Penalty: 5994.490723
	Iteration 155Q: 3 clusters Score -2.355535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -23555352.000000 Penalty: 5994.490723
	Iteration 156Q: 3 clusters Score -2.355535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -23555346.000000 Penalty: 5994.490723
	Iteration 157Q: 3 clusters Score -2.355535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 171435 members 
Entering Unmasked Estep 
Score: -23555350.000000 Penalty: 5994.490723
	Iteration 158Q: 3 clusters Score -2.355535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -23555350.000000 Penalty: 5994.490723
	Iteration 159Q: 3 clusters Score -2.355535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 171442 members 
Entering Unmasked Estep 
Score: -23555346.000000 Penalty: 5994.490723
	Iteration 160F: 3 clusters Score -2.355535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -23555344.000000 Penalty: 5994.490723
	Iteration 161Q: 3 clusters Score -2.355534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -23555346.000000 Penalty: 5994.490723
	Iteration 162Q: 3 clusters Score -2.355535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -23555354.000000 Penalty: 5994.490723
	Iteration 163Q: 3 clusters Score -2.355535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -23555344.000000 Penalty: 5994.490723
	Iteration 164Q: 3 clusters Score -2.355534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -23555338.000000 Penalty: 5994.490723
	Iteration 165Q: 3 clusters Score -2.355534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -23555340.000000 Penalty: 5994.490723
	Iteration 166Q: 3 clusters Score -2.355534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -23555336.000000 Penalty: 5994.490723
	Iteration 167Q: 3 clusters Score -2.355534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -23555332.000000 Penalty: 5994.490723
	Iteration 168Q: 3 clusters Score -2.355533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -23555316.000000 Penalty: 5994.490723
	Iteration 169Q: 3 clusters Score -2.355532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 171485 members 
Entering Unmasked Estep 
Score: -23555326.000000 Penalty: 5994.490723
	Iteration 170Q: 3 clusters Score -2.355533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -23555318.000000 Penalty: 5994.490723
	Iteration 171Q: 3 clusters Score -2.355532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -23555318.000000 Penalty: 5994.490723
	Iteration 172Q: 3 clusters Score -2.355532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -23555332.000000 Penalty: 5994.490723
	Iteration 173Q: 3 clusters Score -2.355533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -23555326.000000 Penalty: 5994.490723
	Iteration 174Q: 3 clusters Score -2.355533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -23555336.000000 Penalty: 5994.490723
	Iteration 175Q: 3 clusters Score -2.355534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -23555316.000000 Penalty: 5994.490723
	Iteration 176Q: 3 clusters Score -2.355532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 171549 members 
Entering Unmasked Estep 
Score: -23555302.000000 Penalty: 5994.490723
	Iteration 177Q: 3 clusters Score -2.35553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -23555304.000000 Penalty: 5994.490723
	Iteration 178Q: 3 clusters Score -2.35553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -23555326.000000 Penalty: 5994.490723
	Iteration 179Q: 3 clusters Score -2.355533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -23555322.000000 Penalty: 5994.490723
	Iteration 180F: 3 clusters Score -2.355532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -23555328.000000 Penalty: 5994.490723
	Iteration 181Q: 3 clusters Score -2.355533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -23555326.000000 Penalty: 5994.490723
	Iteration 182Q: 3 clusters Score -2.355533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -23555324.000000 Penalty: 5994.490723
	Iteration 183Q: 3 clusters Score -2.355532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -23555308.000000 Penalty: 5994.490723
	Iteration 184Q: 3 clusters Score -2.355531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -23555318.000000 Penalty: 5994.490723
	Iteration 185Q: 3 clusters Score -2.355532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -23555314.000000 Penalty: 5994.490723
	Iteration 186Q: 3 clusters Score -2.355531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -23555284.000000 Penalty: 5994.490723
	Iteration 187Q: 3 clusters Score -2.355528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -23555300.000000 Penalty: 5994.490723
	Iteration 188Q: 3 clusters Score -2.35553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -23555282.000000 Penalty: 5994.490723
	Iteration 189Q: 3 clusters Score -2.355528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -23555278.000000 Penalty: 5994.490723
	Iteration 190Q: 3 clusters Score -2.355528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -23555268.000000 Penalty: 5994.490723
	Iteration 191Q: 3 clusters Score -2.355527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -23555270.000000 Penalty: 5994.490723
	Iteration 192Q: 3 clusters Score -2.355527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -23555278.000000 Penalty: 5994.490723
	Iteration 193Q: 3 clusters Score -2.355528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -23555278.000000 Penalty: 5994.490723
	Iteration 194F: 3 clusters Score -2.355528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Entering Unmasked Estep 
Score: -8374203.000000 Penalty: 2738.247559
	Iteration 0F: 2 clusters Score -8374203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -8332373.000000 Penalty: 5476.495117
	Iteration 0F: 3 clusters Score -8332373 nChanged 28956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -8348487.500000 Penalty: 5476.495117
	Iteration 1F: 3 clusters Score -8348488 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -8349119.000000 Penalty: 5476.495117
	Iteration 2Q: 3 clusters Score -8349119 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8349653.500000 Penalty: 5476.495117
	Iteration 3Q: 3 clusters Score -8349654 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -8350214.500000 Penalty: 5476.495117
	Iteration 4Q: 3 clusters Score -8350214 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8350844.000000 Penalty: 5476.495117
	Iteration 5Q: 3 clusters Score -8350844 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8351525.500000 Penalty: 5476.495117
	Iteration 6Q: 3 clusters Score -8351526 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -8352415.500000 Penalty: 5476.495117
	Iteration 7Q: 3 clusters Score -8352416 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -8353568.500000 Penalty: 5476.495117
	Iteration 8Q: 3 clusters Score -8353568 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -8355246.500000 Penalty: 5476.495117
	Iteration 9Q: 3 clusters Score -8355246 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -8357671.000000 Penalty: 5476.495117
	Iteration 10F: 3 clusters Score -8357671 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8360494.000000 Penalty: 5476.495117
	Iteration 11F: 3 clusters Score -8360494 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -8362679.000000 Penalty: 5476.495117
	Iteration 12F: 3 clusters Score -8362679 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8363831.500000 Penalty: 5476.495117
	Iteration 13Q: 3 clusters Score -8363832 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8364369.500000 Penalty: 5476.495117
	Iteration 14Q: 3 clusters Score -8364370 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8364756.500000 Penalty: 5476.495117
	Iteration 15Q: 3 clusters Score -8364756 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8365157.000000 Penalty: 5476.495117
	Iteration 16Q: 3 clusters Score -8365157 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -8365529.000000 Penalty: 5476.495117
	Iteration 17Q: 3 clusters Score -8365529 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -8365936.000000 Penalty: 5476.495117
	Iteration 18Q: 3 clusters Score -8365936 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -8366400.000000 Penalty: 5476.495117
	Iteration 19Q: 3 clusters Score -8366400 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -8366811.000000 Penalty: 5476.495117
	Iteration 20F: 3 clusters Score -8366811 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -8367165.000000 Penalty: 5476.495117
	Iteration 21Q: 3 clusters Score -8367165 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8367543.000000 Penalty: 5476.495117
	Iteration 22Q: 3 clusters Score -8367543 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -8367895.500000 Penalty: 5476.495117
	Iteration 23Q: 3 clusters Score -8367896 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -8368179.000000 Penalty: 5476.495117
	Iteration 24Q: 3 clusters Score -8368179 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -8368440.500000 Penalty: 5476.495117
	Iteration 25Q: 3 clusters Score -8368440 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -8368709.000000 Penalty: 5476.495117
	Iteration 26Q: 3 clusters Score -8368709 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -8368891.000000 Penalty: 5476.495117
	Iteration 27Q: 3 clusters Score -8368891 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -8369115.500000 Penalty: 5476.495117
	Iteration 28Q: 3 clusters Score -8369116 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -8369315.000000 Penalty: 5476.495117
	Iteration 29Q: 3 clusters Score -8369315 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8369449.000000 Penalty: 5476.495117
	Iteration 30Q: 3 clusters Score -8369449 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -8369594.000000 Penalty: 5476.495117
	Iteration 31Q: 3 clusters Score -8369594 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -8369709.000000 Penalty: 5476.495117
	Iteration 32Q: 3 clusters Score -8369709 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8369856.000000 Penalty: 5476.495117
	Iteration 33Q: 3 clusters Score -8369856 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -8370006.500000 Penalty: 5476.495117
	Iteration 34Q: 3 clusters Score -8370006 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -8370138.500000 Penalty: 5476.495117
	Iteration 35Q: 3 clusters Score -8370138 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -8370298.500000 Penalty: 5476.495117
	Iteration 36Q: 3 clusters Score -8370298 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -8370450.500000 Penalty: 5476.495117
	Iteration 37Q: 3 clusters Score -8370450 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8370596.500000 Penalty: 5476.495117
	Iteration 38Q: 3 clusters Score -8370596 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8370705.500000 Penalty: 5476.495117
	Iteration 39Q: 3 clusters Score -8370706 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -8370853.500000 Penalty: 5476.495117
	Iteration 40F: 3 clusters Score -8370854 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -8370946.500000 Penalty: 5476.495117
	Iteration 41Q: 3 clusters Score -8370946 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -8370999.500000 Penalty: 5476.495117
	Iteration 42Q: 3 clusters Score -8371000 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8371097.500000 Penalty: 5476.495117
	Iteration 43Q: 3 clusters Score -8371098 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -8371169.000000 Penalty: 5476.495117
	Iteration 44Q: 3 clusters Score -8371169 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8371233.500000 Penalty: 5476.495117
	Iteration 45Q: 3 clusters Score -8371234 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8371328.000000 Penalty: 5476.495117
	Iteration 46Q: 3 clusters Score -8371328 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8371407.000000 Penalty: 5476.495117
	Iteration 47Q: 3 clusters Score -8371407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8371505.500000 Penalty: 5476.495117
	Iteration 48Q: 3 clusters Score -8371506 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8371563.000000 Penalty: 5476.495117
	Iteration 49Q: 3 clusters Score -8371563 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8371605.000000 Penalty: 5476.495117
	Iteration 50Q: 3 clusters Score -8371605 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8371656.500000 Penalty: 5476.495117
	Iteration 51Q: 3 clusters Score -8371656 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8371702.000000 Penalty: 5476.495117
	Iteration 52Q: 3 clusters Score -8371702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8371721.000000 Penalty: 5476.495117
	Iteration 53Q: 3 clusters Score -8371721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8371772.500000 Penalty: 5476.495117
	Iteration 54Q: 3 clusters Score -8371772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8371804.000000 Penalty: 5476.495117
	Iteration 55Q: 3 clusters Score -8371804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8371828.000000 Penalty: 5476.495117
	Iteration 56Q: 3 clusters Score -8371828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8371842.500000 Penalty: 5476.495117
	Iteration 57Q: 3 clusters Score -8371842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8371884.500000 Penalty: 5476.495117
	Iteration 58Q: 3 clusters Score -8371884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8371911.000000 Penalty: 5476.495117
	Iteration 59Q: 3 clusters Score -8371911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8371924.500000 Penalty: 5476.495117
	Iteration 60F: 3 clusters Score -8371924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8371948.000000 Penalty: 5476.495117
	Iteration 61Q: 3 clusters Score -8371948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8371968.500000 Penalty: 5476.495117
	Iteration 62Q: 3 clusters Score -8371968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8371979.500000 Penalty: 5476.495117
	Iteration 63Q: 3 clusters Score -8371980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8371995.000000 Penalty: 5476.495117
	Iteration 64Q: 3 clusters Score -8371995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8372001.500000 Penalty: 5476.495117
	Iteration 65Q: 3 clusters Score -8372002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8372011.000000 Penalty: 5476.495117
	Iteration 66Q: 3 clusters Score -8372011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8372014.000000 Penalty: 5476.495117
	Iteration 67Q: 3 clusters Score -8372014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8372029.500000 Penalty: 5476.495117
	Iteration 68Q: 3 clusters Score -8372030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8372023.500000 Penalty: 5476.495117
	Iteration 69Q: 3 clusters Score -8372024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8372041.000000 Penalty: 5476.495117
	Iteration 70Q: 3 clusters Score -8372041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8372053.500000 Penalty: 5476.495117
	Iteration 71Q: 3 clusters Score -8372054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8372062.000000 Penalty: 5476.495117
	Iteration 72Q: 3 clusters Score -8372062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8372058.500000 Penalty: 5476.495117
	Iteration 73Q: 3 clusters Score -8372058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8372062.500000 Penalty: 5476.495117
	Iteration 74Q: 3 clusters Score -8372062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8372056.500000 Penalty: 5476.495117
	Iteration 75Q: 3 clusters Score -8372056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8372056.000000 Penalty: 5476.495117
	Iteration 76Q: 3 clusters Score -8372056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8372060.000000 Penalty: 5476.495117
	Iteration 77Q: 3 clusters Score -8372060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8372069.500000 Penalty: 5476.495117
	Iteration 78Q: 3 clusters Score -8372070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8372064.500000 Penalty: 5476.495117
	Iteration 79Q: 3 clusters Score -8372064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8372080.000000 Penalty: 5476.495117
	Iteration 80F: 3 clusters Score -8372080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8372082.000000 Penalty: 5476.495117
	Iteration 81Q: 3 clusters Score -8372082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8372081.000000 Penalty: 5476.495117
	Iteration 82Q: 3 clusters Score -8372081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8372076.000000 Penalty: 5476.495117
	Iteration 83Q: 3 clusters Score -8372076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8372080.500000 Penalty: 5476.495117
	Iteration 84Q: 3 clusters Score -8372080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8372079.000000 Penalty: 5476.495117
	Iteration 85Q: 3 clusters Score -8372079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8372070.500000 Penalty: 5476.495117
	Iteration 86Q: 3 clusters Score -8372070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8372078.500000 Penalty: 5476.495117
	Iteration 87Q: 3 clusters Score -8372078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8372074.000000 Penalty: 5476.495117
	Iteration 88Q: 3 clusters Score -8372074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8372069.500000 Penalty: 5476.495117
	Iteration 89Q: 3 clusters Score -8372070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8372067.000000 Penalty: 5476.495117
	Iteration 90Q: 3 clusters Score -8372067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8372072.000000 Penalty: 5476.495117
	Iteration 91Q: 3 clusters Score -8372072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8372072.000000 Penalty: 5476.495117
	Iteration 92F: 3 clusters Score -8372072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -24851.517578 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -24851.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23661.349609 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -23661.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23739.646484 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23739.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23771.632812 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -23771.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23782.472656 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23782.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23790.289062 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -23790.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23793.529297 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -23793.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23819.835938 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -23819.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23822.896484 Penalty: 2681.957275
	Iteration 7Q: 3 clusters Score -23822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23851.957031 Penalty: 2681.957275
	Iteration 8Q: 3 clusters Score -23851.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23906.419922 Penalty: 2681.957275
	Iteration 9Q: 3 clusters Score -23906.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23913.685547 Penalty: 2681.957275
	Iteration 10Q: 3 clusters Score -23913.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23931.531250 Penalty: 2681.957275
	Iteration 11Q: 3 clusters Score -23931.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23944.775391 Penalty: 2681.957275
	Iteration 12Q: 3 clusters Score -23944.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23950.712891 Penalty: 2681.957275
	Iteration 13Q: 3 clusters Score -23950.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23952.294922 Penalty: 2681.957275
	Iteration 14Q: 3 clusters Score -23952.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23952.294922 Penalty: 2681.957275
	Iteration 15F: 3 clusters Score -23952.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155938 members 
Mstep: Class 3 contains 47102 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56094 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153093 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146391 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177312 members 
Mstep: Class 23 contains 62400 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 159Q: 22 clusters Score -1.3524e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155935 members 
Mstep: Class 3 contains 47099 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56095 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186065 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153094 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146387 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177306 members 
Mstep: Class 23 contains 62405 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 160F: 22 clusters Score -1.3524e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155933 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56097 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186063 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153095 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146386 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 62412 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 161Q: 22 clusters Score -1.352401e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155929 members 
Mstep: Class 3 contains 47096 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56098 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186062 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153100 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146381 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177307 members 
Mstep: Class 23 contains 62414 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 162Q: 22 clusters Score -1.352401e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155929 members 
Mstep: Class 3 contains 47095 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20134 members 
Mstep: Class 7 contains 56099 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186067 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153099 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146379 members 
Mstep: Class 18 contains 10892 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177307 members 
Mstep: Class 23 contains 62413 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 163Q: 22 clusters Score -1.3524e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155925 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20134 members 
Mstep: Class 7 contains 56101 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186065 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153104 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146381 members 
Mstep: Class 18 contains 10893 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177308 members 
Mstep: Class 23 contains 62410 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 164Q: 22 clusters Score -1.3524e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155921 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20134 members 
Mstep: Class 7 contains 56102 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186054 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153112 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146383 members 
Mstep: Class 18 contains 10893 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 22 contains 177310 members 
Mstep: Class 23 contains 62414 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240000.000000 Penalty: 72127.992188
Iteration 165Q: 22 clusters Score -1.3524e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155917 members 
Mstep: Class 3 contains 47088 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56104 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186053 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153116 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146386 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177307 members 
Mstep: Class 23 contains 62414 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240016.000000 Penalty: 72127.992188
Iteration 166Q: 22 clusters Score -1.3524e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155914 members 
Mstep: Class 3 contains 47088 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56106 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153120 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146380 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177304 members 
Mstep: Class 23 contains 62414 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 167Q: 22 clusters Score -1.3524e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155913 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186060 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153124 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146377 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177298 members 
Mstep: Class 23 contains 62416 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 168Q: 22 clusters Score -1.352401e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155907 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153128 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146373 members 
Mstep: Class 18 contains 10894 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62417 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 169Q: 22 clusters Score -1.352401e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155900 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153127 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146369 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177311 members 
Mstep: Class 23 contains 62419 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 170Q: 22 clusters Score -1.3524e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155894 members 
Mstep: Class 3 contains 47086 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186062 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153131 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146363 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177313 members 
Mstep: Class 23 contains 62422 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 171Q: 22 clusters Score -1.3524e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155892 members 
Mstep: Class 3 contains 47081 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153135 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146360 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177321 members 
Mstep: Class 23 contains 62423 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 172Q: 22 clusters Score -1.3524e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155892 members 
Mstep: Class 3 contains 47079 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20140 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153139 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146354 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177326 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 173Q: 22 clusters Score -1.352401e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155893 members 
Mstep: Class 3 contains 47080 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56109 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186054 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6820 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153142 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146349 members 
Mstep: Class 18 contains 10896 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177329 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 174Q: 22 clusters Score -1.3524e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155891 members 
Mstep: Class 3 contains 47078 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56110 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186055 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153147 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146347 members 
Mstep: Class 18 contains 10898 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177327 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 175Q: 22 clusters Score -1.3524e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155888 members 
Mstep: Class 3 contains 47077 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56112 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153147 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146344 members 
Mstep: Class 18 contains 10900 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177329 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 176Q: 22 clusters Score -1.3524e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155888 members 
Mstep: Class 3 contains 47078 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20139 members 
Mstep: Class 7 contains 56113 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186052 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153150 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146343 members 
Mstep: Class 18 contains 10903 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177330 members 
Mstep: Class 23 contains 62423 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240112.000000 Penalty: 72127.992188
Iteration 177Q: 22 clusters Score -1.352401e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155883 members 
Mstep: Class 3 contains 47078 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 56115 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186045 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6814 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153153 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146344 members 
Mstep: Class 18 contains 10907 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177334 members 
Mstep: Class 23 contains 62425 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240112.000000 Penalty: 72127.992188
Iteration 178Q: 22 clusters Score -1.352401e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155884 members 
Mstep: Class 3 contains 47078 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56116 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186044 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6814 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153156 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146340 members 
Mstep: Class 18 contains 10908 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177332 members 
Mstep: Class 23 contains 62427 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 179Q: 22 clusters Score -1.352401e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155882 members 
Mstep: Class 3 contains 47075 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56117 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186048 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6814 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153155 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146335 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177333 members 
Mstep: Class 23 contains 62428 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240096.000000 Penalty: 72127.992188
Iteration 180F: 22 clusters Score -1.352401e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155884 members 
Mstep: Class 3 contains 47073 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56120 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186052 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153155 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146331 members 
Mstep: Class 18 contains 10913 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177329 members 
Mstep: Class 23 contains 62428 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240112.000000 Penalty: 72127.992188
Iteration 181Q: 22 clusters Score -1.352401e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155882 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56122 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186054 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153160 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177326 members 
Mstep: Class 23 contains 62427 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 182Q: 22 clusters Score -1.3524e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155880 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56124 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186054 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6820 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153162 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177319 members 
Mstep: Class 23 contains 62427 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240064.000000 Penalty: 72127.992188
Iteration 183Q: 22 clusters Score -1.352401e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155880 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56127 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153165 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177312 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240000.000000 Penalty: 72127.992188
Iteration 184Q: 22 clusters Score -1.3524e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155877 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56130 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186052 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153167 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177311 members 
Mstep: Class 23 contains 62424 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 185Q: 22 clusters Score -1.3524e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155872 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56137 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153168 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146326 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177302 members 
Mstep: Class 23 contains 62426 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 186Q: 22 clusters Score -1.3524e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 155866 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56141 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186055 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153169 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146323 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177302 members 
Mstep: Class 23 contains 62429 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240080.000000 Penalty: 72127.992188
Iteration 187Q: 22 clusters Score -1.352401e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 155861 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56144 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186055 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153171 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146318 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177306 members 
Mstep: Class 23 contains 62429 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240016.000000 Penalty: 72127.992188
Iteration 188Q: 22 clusters Score -1.3524e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 155856 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56151 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153172 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146316 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 62430 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239968.000000 Penalty: 72127.992188
Iteration 189Q: 22 clusters Score -1.3524e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 155850 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56155 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153171 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146317 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177301 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135239984.000000 Penalty: 72127.992188
Iteration 190Q: 22 clusters Score -1.3524e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 155851 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56158 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153170 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146316 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177298 members 
Mstep: Class 23 contains 62433 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240048.000000 Penalty: 72127.992188
Iteration 191Q: 22 clusters Score -1.3524e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 155849 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56160 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186055 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153169 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146316 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177301 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240032.000000 Penalty: 72127.992188
Iteration 192Q: 22 clusters Score -1.3524e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 155850 members 
Mstep: Class 3 contains 47068 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56159 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153164 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146318 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177300 members 
Mstep: Class 23 contains 62433 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240112.000000 Penalty: 72127.992188
Iteration 193Q: 22 clusters Score -1.352401e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155847 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56160 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146318 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177298 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240176.000000 Penalty: 72127.992188
Iteration 194Q: 22 clusters Score -1.352402e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155843 members 
Mstep: Class 3 contains 47068 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56162 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146321 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177297 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240160.000000 Penalty: 72127.992188
Iteration 195Q: 22 clusters Score -1.352402e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155839 members 
Mstep: Class 3 contains 47066 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56162 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146322 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240160.000000 Penalty: 72127.992188
Iteration 196Q: 22 clusters Score -1.352402e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155835 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56164 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186054 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146325 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177306 members 
Mstep: Class 23 contains 62433 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240160.000000 Penalty: 72127.992188
Iteration 197Q: 22 clusters Score -1.352402e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155832 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56165 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186053 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177306 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240240.000000 Penalty: 72127.992188
Iteration 198Q: 22 clusters Score -1.352402e+08 nChanged 9
Entering ConstructFrom: 
Score: -135240240.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -596569.750000 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -596569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -592190.250000 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -592190.2 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -593376.000000 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -593376 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -593707.875000 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -593707.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -593922.187500 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -593922.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -594133.750000 Penalty: 4192.357910
	Iteration 4F: 3 clusters Score -594133.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -594290.500000 Penalty: 4192.357910
	Iteration 5F: 3 clusters Score -594290.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -594406.812500 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -594406.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -594509.062500 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -594509.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -594602.312500 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -594602.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -594679.187500 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -594679.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -594755.375000 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -594755.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -594820.250000 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -594820.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -594874.437500 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -594874.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -594916.625000 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -594916.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -594947.125000 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -594947.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -594975.250000 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -594975.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -595006.625000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -595006.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -595030.000000 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -595030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -595052.437500 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -595052.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -595069.562500 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -595069.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -595083.937500 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -595083.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -595092.062500 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -595092.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -595105.250000 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -595105.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -595115.000000 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -595115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -595119.937500 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -595119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -595123.187500 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -595123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -595127.500000 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -595127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -595132.125000 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -595132.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -595141.500000 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -595141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -595147.875000 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -595147.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -595153.000000 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -595153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -595155.500000 Penalty: 4192.357910
	Iteration 31Q: 3 clusters Score -595155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -595158.312500 Penalty: 4192.357910
	Iteration 32Q: 3 clusters Score -595158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -595160.625000 Penalty: 4192.357910
	Iteration 33Q: 3 clusters Score -595160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -595161.562500 Penalty: 4192.357910
	Iteration 34Q: 3 clusters Score -595161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -595163.250000 Penalty: 4192.357910
	Iteration 35Q: 3 clusters Score -595163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -595164.250000 Penalty: 4192.357910
	Iteration 36Q: 3 clusters Score -595164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -595166.562500 Penalty: 4192.357910
	Iteration 37Q: 3 clusters Score -595166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -595166.437500 Penalty: 4192.357910
	Iteration 38Q: 3 clusters Score -595166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -595167.375000 Penalty: 4192.357910
	Iteration 39Q: 3 clusters Score -595167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -595166.875000 Penalty: 4192.357910
	Iteration 40F: 3 clusters Score -595166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (155831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Entering Unmasked Estep 
Score: -20815010.000000 Penalty: 2965.218750
	Iteration 0F: 2 clusters Score -2.081501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -20715632.000000 Penalty: 5930.437500
	Iteration 0F: 3 clusters Score -2.071563e+07 nChanged 74868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -20759660.000000 Penalty: 5930.437500
	Iteration 1F: 3 clusters Score -2.075966e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -20761854.000000 Penalty: 5930.437500
	Iteration 2Q: 3 clusters Score -2.076185e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -20764872.000000 Penalty: 5930.437500
	Iteration 3Q: 3 clusters Score -2.076487e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -20769842.000000 Penalty: 5930.437500
	Iteration 4F: 3 clusters Score -2.076984e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -20777958.000000 Penalty: 5930.437500
	Iteration 5F: 3 clusters Score -2.077796e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -20788920.000000 Penalty: 5930.437500
	Iteration 6F: 3 clusters Score -2.078892e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -20798022.000000 Penalty: 5930.437500
	Iteration 7F: 3 clusters Score -2.079802e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -20802556.000000 Penalty: 5930.437500
	Iteration 8Q: 3 clusters Score -2.080256e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -20804002.000000 Penalty: 5930.437500
	Iteration 9Q: 3 clusters Score -2.0804e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -20805138.000000 Penalty: 5930.437500
	Iteration 10Q: 3 clusters Score -2.080514e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -20805938.000000 Penalty: 5930.437500
	Iteration 11Q: 3 clusters Score -2.080594e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -20806912.000000 Penalty: 5930.437500
	Iteration 12Q: 3 clusters Score -2.080691e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 124907 members 
Entering Unmasked Estep 
Score: -20807564.000000 Penalty: 5930.437500
	Iteration 13Q: 3 clusters Score -2.080756e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 127129 members 
Entering Unmasked Estep 
Score: -20808172.000000 Penalty: 5930.437500
	Iteration 14Q: 3 clusters Score -2.080817e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -20808600.000000 Penalty: 5930.437500
	Iteration 15Q: 3 clusters Score -2.08086e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -20809020.000000 Penalty: 5930.437500
	Iteration 16Q: 3 clusters Score -2.080902e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -20809316.000000 Penalty: 5930.437500
	Iteration 17Q: 3 clusters Score -2.080932e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 134843 members 
Entering Unmasked Estep 
Score: -20809690.000000 Penalty: 5930.437500
	Iteration 18Q: 3 clusters Score -2.080969e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -20809904.000000 Penalty: 5930.437500
	Iteration 19Q: 3 clusters Score -2.08099e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -20810294.000000 Penalty: 5930.437500
	Iteration 20F: 3 clusters Score -2.081029e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -20810598.000000 Penalty: 5930.437500
	Iteration 21Q: 3 clusters Score -2.08106e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -20810886.000000 Penalty: 5930.437500
	Iteration 22Q: 3 clusters Score -2.081089e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -20811170.000000 Penalty: 5930.437500
	Iteration 23Q: 3 clusters Score -2.081117e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -20811322.000000 Penalty: 5930.437500
	Iteration 24Q: 3 clusters Score -2.081132e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 144448 members 
Entering Unmasked Estep 
Score: -20811534.000000 Penalty: 5930.437500
	Iteration 25Q: 3 clusters Score -2.081153e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -20811698.000000 Penalty: 5930.437500
	Iteration 26Q: 3 clusters Score -2.08117e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -20811974.000000 Penalty: 5930.437500
	Iteration 27Q: 3 clusters Score -2.081197e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -20812080.000000 Penalty: 5930.437500
	Iteration 28Q: 3 clusters Score -2.081208e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 148005 members 
Entering Unmasked Estep 
Score: -20812164.000000 Penalty: 5930.437500
	Iteration 29Q: 3 clusters Score -2.081216e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 148688 members 
Entering Unmasked Estep 
Score: -20812204.000000 Penalty: 5930.437500
	Iteration 30Q: 3 clusters Score -2.08122e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 149314 members 
Entering Unmasked Estep 
Score: -20812368.000000 Penalty: 5930.437500
	Iteration 31Q: 3 clusters Score -2.081237e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 149891 members 
Entering Unmasked Estep 
Score: -20812434.000000 Penalty: 5930.437500
	Iteration 32Q: 3 clusters Score -2.081243e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -20812462.000000 Penalty: 5930.437500
	Iteration 33Q: 3 clusters Score -2.081246e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -20812528.000000 Penalty: 5930.437500
	Iteration 34Q: 3 clusters Score -2.081253e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -20812586.000000 Penalty: 5930.437500
	Iteration 35Q: 3 clusters Score -2.081259e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -20812550.000000 Penalty: 5930.437500
	Iteration 36Q: 3 clusters Score -2.081255e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -20812592.000000 Penalty: 5930.437500
	Iteration 37Q: 3 clusters Score -2.081259e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -20812626.000000 Penalty: 5930.437500
	Iteration 38Q: 3 clusters Score -2.081263e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 152276 members 
Entering Unmasked Estep 
Score: -20812696.000000 Penalty: 5930.437500
	Iteration 39Q: 3 clusters Score -2.08127e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -20812724.000000 Penalty: 5930.437500
	Iteration 40F: 3 clusters Score -2.081272e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -20812728.000000 Penalty: 5930.437500
	Iteration 41Q: 3 clusters Score -2.081273e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 152787 members 
Entering Unmasked Estep 
Score: -20812766.000000 Penalty: 5930.437500
	Iteration 42Q: 3 clusters Score -2.081277e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -20812756.000000 Penalty: 5930.437500
	Iteration 43Q: 3 clusters Score -2.081276e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -20812762.000000 Penalty: 5930.437500
	Iteration 44Q: 3 clusters Score -2.081276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -20812772.000000 Penalty: 5930.437500
	Iteration 45Q: 3 clusters Score -2.081277e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 153233 members 
Entering Unmasked Estep 
Score: -20812788.000000 Penalty: 5930.437500
	Iteration 46Q: 3 clusters Score -2.081279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -20812802.000000 Penalty: 5930.437500
	Iteration 47Q: 3 clusters Score -2.08128e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 153366 members 
Entering Unmasked Estep 
Score: -20812786.000000 Penalty: 5930.437500
	Iteration 48Q: 3 clusters Score -2.081279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -20812776.000000 Penalty: 5930.437500
	Iteration 49Q: 3 clusters Score -2.081278e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -20812768.000000 Penalty: 5930.437500
	Iteration 50Q: 3 clusters Score -2.081277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -20812778.000000 Penalty: 5930.437500
	Iteration 51Q: 3 clusters Score -2.081278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 153596 members 
Entering Unmasked Estep 
Score: -20812800.000000 Penalty: 5930.437500
	Iteration 52Q: 3 clusters Score -2.08128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -20812820.000000 Penalty: 5930.437500
	Iteration 53Q: 3 clusters Score -2.081282e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -20812856.000000 Penalty: 5930.437500
	Iteration 54Q: 3 clusters Score -2.081286e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -20812848.000000 Penalty: 5930.437500
	Iteration 55Q: 3 clusters Score -2.081285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -20812836.000000 Penalty: 5930.437500
	Iteration 56Q: 3 clusters Score -2.081284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -20812816.000000 Penalty: 5930.437500
	Iteration 57Q: 3 clusters Score -2.081282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -20812828.000000 Penalty: 5930.437500
	Iteration 58Q: 3 clusters Score -2.081283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -20812804.000000 Penalty: 5930.437500
	Iteration 59Q: 3 clusters Score -2.08128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -20812812.000000 Penalty: 5930.437500
	Iteration 60F: 3 clusters Score -2.081281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -20812804.000000 Penalty: 5930.437500
	Iteration 61Q: 3 clusters Score -2.08128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 153859 members 
Entering Unmasked Estep 
Score: -20812814.000000 Penalty: 5930.437500
	Iteration 62Q: 3 clusters Score -2.081281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -20812816.000000 Penalty: 5930.437500
	Iteration 63Q: 3 clusters Score -2.081282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -20812820.000000 Penalty: 5930.437500
	Iteration 64Q: 3 clusters Score -2.081282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -20812838.000000 Penalty: 5930.437500
	Iteration 65Q: 3 clusters Score -2.081284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -20812842.000000 Penalty: 5930.437500
	Iteration 66Q: 3 clusters Score -2.081284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -20812854.000000 Penalty: 5930.437500
	Iteration 67Q: 3 clusters Score -2.081285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 153920 members 
Entering Unmasked Estep 
Score: -20812852.000000 Penalty: 5930.437500
	Iteration 68Q: 3 clusters Score -2.081285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 153925 members 
Entering Unmasked Estep 
Score: -20812842.000000 Penalty: 5930.437500
	Iteration 69Q: 3 clusters Score -2.081284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -20812832.000000 Penalty: 5930.437500
	Iteration 70Q: 3 clusters Score -2.081283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -20812836.000000 Penalty: 5930.437500
	Iteration 71Q: 3 clusters Score -2.081284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -20812846.000000 Penalty: 5930.437500
	Iteration 72Q: 3 clusters Score -2.081285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -20812846.000000 Penalty: 5930.437500
	Iteration 73F: 3 clusters Score -2.081285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Entering Unmasked Estep 
Score: -6333848.000000 Penalty: 2668.291992
	Iteration 0F: 2 clusters Score -6333848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -6301933.500000 Penalty: 5336.583984
	Iteration 0F: 3 clusters Score -6301934 nChanged 21769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6313918.500000 Penalty: 5336.583984
	Iteration 1F: 3 clusters Score -6313918 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6314530.000000 Penalty: 5336.583984
	Iteration 2Q: 3 clusters Score -6314530 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -6315251.500000 Penalty: 5336.583984
	Iteration 3Q: 3 clusters Score -6315252 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6315878.000000 Penalty: 5336.583984
	Iteration 4Q: 3 clusters Score -6315878 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -6316695.500000 Penalty: 5336.583984
	Iteration 5Q: 3 clusters Score -6316696 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6317640.000000 Penalty: 5336.583984
	Iteration 6Q: 3 clusters Score -6317640 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6318838.500000 Penalty: 5336.583984
	Iteration 7Q: 3 clusters Score -6318838 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -6320362.500000 Penalty: 5336.583984
	Iteration 8F: 3 clusters Score -6320362 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6322077.000000 Penalty: 5336.583984
	Iteration 9F: 3 clusters Score -6322077 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6323725.500000 Penalty: 5336.583984
	Iteration 10F: 3 clusters Score -6323726 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -6325043.000000 Penalty: 5336.583984
	Iteration 11F: 3 clusters Score -6325043 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -6325940.500000 Penalty: 5336.583984
	Iteration 12Q: 3 clusters Score -6325940 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -6326387.500000 Penalty: 5336.583984
	Iteration 13Q: 3 clusters Score -6326388 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -6326625.000000 Penalty: 5336.583984
	Iteration 14Q: 3 clusters Score -6326625 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -6326750.000000 Penalty: 5336.583984
	Iteration 15Q: 3 clusters Score -6326750 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -6326847.000000 Penalty: 5336.583984
	Iteration 16Q: 3 clusters Score -6326847 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6326926.000000 Penalty: 5336.583984
	Iteration 17Q: 3 clusters Score -6326926 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6326975.500000 Penalty: 5336.583984
	Iteration 18Q: 3 clusters Score -6326976 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -6327020.500000 Penalty: 5336.583984
	Iteration 19Q: 3 clusters Score -6327020 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6327090.000000 Penalty: 5336.583984
	Iteration 20F: 3 clusters Score -6327090 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6327160.500000 Penalty: 5336.583984
	Iteration 21Q: 3 clusters Score -6327160 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -6327199.000000 Penalty: 5336.583984
	Iteration 22Q: 3 clusters Score -6327199 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -6327306.000000 Penalty: 5336.583984
	Iteration 23Q: 3 clusters Score -6327306 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -6327365.500000 Penalty: 5336.583984
	Iteration 24Q: 3 clusters Score -6327366 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6327407.000000 Penalty: 5336.583984
	Iteration 25Q: 3 clusters Score -6327407 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6327448.500000 Penalty: 5336.583984
	Iteration 26Q: 3 clusters Score -6327448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6327516.500000 Penalty: 5336.583984
	Iteration 27Q: 3 clusters Score -6327516 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6327567.000000 Penalty: 5336.583984
	Iteration 28Q: 3 clusters Score -6327567 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6327630.000000 Penalty: 5336.583984
	Iteration 29Q: 3 clusters Score -6327630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -6327719.000000 Penalty: 5336.583984
	Iteration 30Q: 3 clusters Score -6327719 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6327756.000000 Penalty: 5336.583984
	Iteration 31Q: 3 clusters Score -6327756 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -6327801.500000 Penalty: 5336.583984
	Iteration 32Q: 3 clusters Score -6327802 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -6327854.000000 Penalty: 5336.583984
	Iteration 33Q: 3 clusters Score -6327854 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -6327910.500000 Penalty: 5336.583984
	Iteration 34Q: 3 clusters Score -6327910 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -6327994.000000 Penalty: 5336.583984
	Iteration 35Q: 3 clusters Score -6327994 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -6328055.500000 Penalty: 5336.583984
	Iteration 36Q: 3 clusters Score -6328056 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -6328165.500000 Penalty: 5336.583984
	Iteration 37Q: 3 clusters Score -6328166 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -6328274.500000 Penalty: 5336.583984
	Iteration 38Q: 3 clusters Score -6328274 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -6328347.000000 Penalty: 5336.583984
	Iteration 39Q: 3 clusters Score -6328347 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -6328474.500000 Penalty: 5336.583984
	Iteration 40F: 3 clusters Score -6328474 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -6328570.000000 Penalty: 5336.583984
	Iteration 41Q: 3 clusters Score -6328570 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -6328617.500000 Penalty: 5336.583984
	Iteration 42Q: 3 clusters Score -6328618 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -6328721.000000 Penalty: 5336.583984
	Iteration 43Q: 3 clusters Score -6328721 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6328789.000000 Penalty: 5336.583984
	Iteration 44Q: 3 clusters Score -6328789 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -6328889.500000 Penalty: 5336.583984
	Iteration 45Q: 3 clusters Score -6328890 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -6329010.500000 Penalty: 5336.583984
	Iteration 46Q: 3 clusters Score -6329010 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -6329116.000000 Penalty: 5336.583984
	Iteration 47Q: 3 clusters Score -6329116 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -6329226.500000 Penalty: 5336.583984
	Iteration 48Q: 3 clusters Score -6329226 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -6329376.500000 Penalty: 5336.583984
	Iteration 49Q: 3 clusters Score -6329376 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6329522.500000 Penalty: 5336.583984
	Iteration 50Q: 3 clusters Score -6329522 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -6329677.500000 Penalty: 5336.583984
	Iteration 51Q: 3 clusters Score -6329678 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6329796.500000 Penalty: 5336.583984
	Iteration 52Q: 3 clusters Score -6329796 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -6329952.500000 Penalty: 5336.583984
	Iteration 53Q: 3 clusters Score -6329952 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6330106.500000 Penalty: 5336.583984
	Iteration 54Q: 3 clusters Score -6330106 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6330233.000000 Penalty: 5336.583984
	Iteration 55Q: 3 clusters Score -6330233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -6330375.000000 Penalty: 5336.583984
	Iteration 56Q: 3 clusters Score -6330375 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6330531.000000 Penalty: 5336.583984
	Iteration 57Q: 3 clusters Score -6330531 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -6330677.500000 Penalty: 5336.583984
	Iteration 58Q: 3 clusters Score -6330678 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -6330775.500000 Penalty: 5336.583984
	Iteration 59Q: 3 clusters Score -6330776 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6330898.000000 Penalty: 5336.583984
	Iteration 60F: 3 clusters Score -6330898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -6331020.500000 Penalty: 5336.583984
	Iteration 61Q: 3 clusters Score -6331020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -6331101.500000 Penalty: 5336.583984
	Iteration 62Q: 3 clusters Score -6331102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -6331162.500000 Penalty: 5336.583984
	Iteration 63Q: 3 clusters Score -6331162 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -6331197.000000 Penalty: 5336.583984
	Iteration 64Q: 3 clusters Score -6331197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6331256.000000 Penalty: 5336.583984
	Iteration 65Q: 3 clusters Score -6331256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6331307.000000 Penalty: 5336.583984
	Iteration 66Q: 3 clusters Score -6331307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -6331360.000000 Penalty: 5336.583984
	Iteration 67Q: 3 clusters Score -6331360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6331393.500000 Penalty: 5336.583984
	Iteration 68Q: 3 clusters Score -6331394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6331422.000000 Penalty: 5336.583984
	Iteration 69Q: 3 clusters Score -6331422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -6331442.500000 Penalty: 5336.583984
	Iteration 70Q: 3 clusters Score -6331442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6331466.500000 Penalty: 5336.583984
	Iteration 71Q: 3 clusters Score -6331466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6331490.500000 Penalty: 5336.583984
	Iteration 72Q: 3 clusters Score -6331490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6331516.000000 Penalty: 5336.583984
	Iteration 73Q: 3 clusters Score -6331516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6331526.000000 Penalty: 5336.583984
	Iteration 74Q: 3 clusters Score -6331526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6331552.000000 Penalty: 5336.583984
	Iteration 75Q: 3 clusters Score -6331552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -6331554.500000 Penalty: 5336.583984
	Iteration 76Q: 3 clusters Score -6331554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6331568.000000 Penalty: 5336.583984
	Iteration 77Q: 3 clusters Score -6331568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6331572.500000 Penalty: 5336.583984
	Iteration 78Q: 3 clusters Score -6331572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6331577.500000 Penalty: 5336.583984
	Iteration 79Q: 3 clusters Score -6331578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -6331578.500000 Penalty: 5336.583984
	Iteration 80F: 3 clusters Score -6331578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6331585.000000 Penalty: 5336.583984
	Iteration 81Q: 3 clusters Score -6331585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6331606.500000 Penalty: 5336.583984
	Iteration 82Q: 3 clusters Score -6331606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -6331616.000000 Penalty: 5336.583984
	Iteration 83Q: 3 clusters Score -6331616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -6331622.000000 Penalty: 5336.583984
	Iteration 84Q: 3 clusters Score -6331622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -6331626.000000 Penalty: 5336.583984
	Iteration 85Q: 3 clusters Score -6331626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6331626.500000 Penalty: 5336.583984
	Iteration 86Q: 3 clusters Score -6331626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6331630.000000 Penalty: 5336.583984
	Iteration 87Q: 3 clusters Score -6331630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -6331629.000000 Penalty: 5336.583984
	Iteration 88Q: 3 clusters Score -6331629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6331629.500000 Penalty: 5336.583984
	Iteration 89Q: 3 clusters Score -6331630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6331628.500000 Penalty: 5336.583984
	Iteration 90Q: 3 clusters Score -6331628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6331628.500000 Penalty: 5336.583984
	Iteration 91F: 3 clusters Score -6331628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -113417.421875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -113417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111565.257812 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -111565.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111983.062500 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -111983.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112161.601562 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -112161.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112293.054688 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -112293.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112470.210938 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -112470.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112637.187500 Penalty: 3394.500000
	Iteration 5F: 3 clusters Score -112637.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112765.921875 Penalty: 3394.500000
	Iteration 6F: 3 clusters Score -112765.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112823.117188 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -112823.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -112869.726562 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -112869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -112900.046875 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -112900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -112926.421875 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -112926.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -112971.984375 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -112972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -113014.492188 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -113014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -113062.601562 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -113062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -113117.570312 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -113117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113177.148438 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -113177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -113212.328125 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -113212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -113224.187500 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -113224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113229.335938 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -113229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -113231.281250 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -113231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -113231.281250 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -113231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -23655.191406 Penalty: 1334.214478
	Iteration 0F: 2 clusters Score -23655.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22521.876953 Penalty: 2668.428955
	Iteration 0F: 3 clusters Score -22521.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22607.136719 Penalty: 2668.428955
	Iteration 1F: 3 clusters Score -22607.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22647.812500 Penalty: 2668.428955
	Iteration 2Q: 3 clusters Score -22647.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22680.966797 Penalty: 2668.428955
	Iteration 3Q: 3 clusters Score -22680.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22694.945312 Penalty: 2668.428955
	Iteration 4Q: 3 clusters Score -22694.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22697.806641 Penalty: 2668.428955
	Iteration 5Q: 3 clusters Score -22697.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22700.371094 Penalty: 2668.428955
	Iteration 6Q: 3 clusters Score -22700.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22700.371094 Penalty: 2668.428955
	Iteration 7F: 3 clusters Score -22700.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Entering Unmasked Estep 
Score: -2550070.000000 Penalty: 2457.745605
	Iteration 0F: 2 clusters Score -2550070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2535841.500000 Penalty: 4915.491211
	Iteration 0F: 3 clusters Score -2535842 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2540652.500000 Penalty: 4915.491211
	Iteration 1F: 3 clusters Score -2540652 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2541167.000000 Penalty: 4915.491211
	Iteration 2F: 3 clusters Score -2541167 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2541786.000000 Penalty: 4915.491211
	Iteration 3F: 3 clusters Score -2541786 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2542493.250000 Penalty: 4915.491211
	Iteration 4F: 3 clusters Score -2542493 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2543264.750000 Penalty: 4915.491211
	Iteration 5F: 3 clusters Score -2543265 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2544042.000000 Penalty: 4915.491211
	Iteration 6F: 3 clusters Score -2544042 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2544750.750000 Penalty: 4915.491211
	Iteration 7F: 3 clusters Score -2544751 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2545274.000000 Penalty: 4915.491211
	Iteration 8F: 3 clusters Score -2545274 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2545661.750000 Penalty: 4915.491211
	Iteration 9Q: 3 clusters Score -2545662 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2545961.250000 Penalty: 4915.491211
	Iteration 10Q: 3 clusters Score -2545961 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2546187.500000 Penalty: 4915.491211
	Iteration 11Q: 3 clusters Score -2546188 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2546358.500000 Penalty: 4915.491211
	Iteration 12Q: 3 clusters Score -2546358 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2546496.750000 Penalty: 4915.491211
	Iteration 13Q: 3 clusters Score -2546497 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2546630.500000 Penalty: 4915.491211
	Iteration 14Q: 3 clusters Score -2546630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2546786.750000 Penalty: 4915.491211
	Iteration 15Q: 3 clusters Score -2546787 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2546909.500000 Penalty: 4915.491211
	Iteration 16Q: 3 clusters Score -2546910 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2547026.250000 Penalty: 4915.491211
	Iteration 17Q: 3 clusters Score -2547026 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2547138.250000 Penalty: 4915.491211
	Iteration 18Q: 3 clusters Score -2547138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2547235.000000 Penalty: 4915.491211
	Iteration 19Q: 3 clusters Score -2547235 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2547332.750000 Penalty: 4915.491211
	Iteration 20F: 3 clusters Score -2547333 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2547427.750000 Penalty: 4915.491211
	Iteration 21Q: 3 clusters Score -2547428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2547497.750000 Penalty: 4915.491211
	Iteration 22Q: 3 clusters Score -2547498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2547577.250000 Penalty: 4915.491211
	Iteration 23Q: 3 clusters Score -2547577 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2547652.750000 Penalty: 4915.491211
	Iteration 24Q: 3 clusters Score -2547653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2547724.750000 Penalty: 4915.491211
	Iteration 25Q: 3 clusters Score -2547725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2547803.500000 Penalty: 4915.491211
	Iteration 26Q: 3 clusters Score -2547804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2547863.000000 Penalty: 4915.491211
	Iteration 27Q: 3 clusters Score -2547863 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2547915.000000 Penalty: 4915.491211
	Iteration 28Q: 3 clusters Score -2547915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2547972.000000 Penalty: 4915.491211
	Iteration 29Q: 3 clusters Score -2547972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2548003.750000 Penalty: 4915.491211
	Iteration 30Q: 3 clusters Score -2548004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2548035.500000 Penalty: 4915.491211
	Iteration 31Q: 3 clusters Score -2548036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2548071.250000 Penalty: 4915.491211
	Iteration 32Q: 3 clusters Score -2548071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2548102.500000 Penalty: 4915.491211
	Iteration 33Q: 3 clusters Score -2548102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2548126.750000 Penalty: 4915.491211
	Iteration 34Q: 3 clusters Score -2548127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2548149.500000 Penalty: 4915.491211
	Iteration 35Q: 3 clusters Score -2548150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2548164.500000 Penalty: 4915.491211
	Iteration 36Q: 3 clusters Score -2548164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2548172.250000 Penalty: 4915.491211
	Iteration 37Q: 3 clusters Score -2548172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2548174.000000 Penalty: 4915.491211
	Iteration 38Q: 3 clusters Score -2548174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2548176.000000 Penalty: 4915.491211
	Iteration 39Q: 3 clusters Score -2548176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2548187.250000 Penalty: 4915.491211
	Iteration 40F: 3 clusters Score -2548187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2548186.250000 Penalty: 4915.491211
	Iteration 41Q: 3 clusters Score -2548186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2548194.000000 Penalty: 4915.491211
	Iteration 42Q: 3 clusters Score -2548194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2548190.750000 Penalty: 4915.491211
	Iteration 43Q: 3 clusters Score -2548191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2548197.250000 Penalty: 4915.491211
	Iteration 44Q: 3 clusters Score -2548197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2548198.500000 Penalty: 4915.491211
	Iteration 45Q: 3 clusters Score -2548198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2548201.250000 Penalty: 4915.491211
	Iteration 46Q: 3 clusters Score -2548201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2548203.250000 Penalty: 4915.491211
	Iteration 47Q: 3 clusters Score -2548203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2548200.250000 Penalty: 4915.491211
	Iteration 48Q: 3 clusters Score -2548200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2548207.750000 Penalty: 4915.491211
	Iteration 49Q: 3 clusters Score -2548208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2548203.000000 Penalty: 4915.491211
	Iteration 50Q: 3 clusters Score -2548203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2548205.750000 Penalty: 4915.491211
	Iteration 51Q: 3 clusters Score -2548206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2548205.000000 Penalty: 4915.491211
	Iteration 52Q: 3 clusters Score -2548205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2548203.000000 Penalty: 4915.491211
	Iteration 53Q: 3 clusters Score -2548203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2548206.750000 Penalty: 4915.491211
	Iteration 54Q: 3 clusters Score -2548207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2548207.500000 Penalty: 4915.491211
	Iteration 55Q: 3 clusters Score -2548208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2548206.750000 Penalty: 4915.491211
	Iteration 56Q: 3 clusters Score -2548207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2548206.750000 Penalty: 4915.491211
	Iteration 57F: 3 clusters Score -2548207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Entering Unmasked Estep 
Score: -7278994.500000 Penalty: 2712.140381
	Iteration 0F: 2 clusters Score -7278994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -7241232.000000 Penalty: 5424.280762
	Iteration 0F: 3 clusters Score -7241232 nChanged 26086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7255828.000000 Penalty: 5424.280762
	Iteration 1F: 3 clusters Score -7255828 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -7256404.500000 Penalty: 5424.280762
	Iteration 2Q: 3 clusters Score -7256404 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -7256984.500000 Penalty: 5424.280762
	Iteration 3Q: 3 clusters Score -7256984 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -7257748.000000 Penalty: 5424.280762
	Iteration 4Q: 3 clusters Score -7257748 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -7258887.500000 Penalty: 5424.280762
	Iteration 5Q: 3 clusters Score -7258888 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -7260834.000000 Penalty: 5424.280762
	Iteration 6F: 3 clusters Score -7260834 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -7263888.500000 Penalty: 5424.280762
	Iteration 7F: 3 clusters Score -7263888 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -7268039.500000 Penalty: 5424.280762
	Iteration 8F: 3 clusters Score -7268040 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -7272016.500000 Penalty: 5424.280762
	Iteration 9F: 3 clusters Score -7272016 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -7274616.500000 Penalty: 5424.280762
	Iteration 10Q: 3 clusters Score -7274616 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7275852.500000 Penalty: 5424.280762
	Iteration 11Q: 3 clusters Score -7275852 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7276217.500000 Penalty: 5424.280762
	Iteration 12Q: 3 clusters Score -7276218 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7276387.000000 Penalty: 5424.280762
	Iteration 13Q: 3 clusters Score -7276387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -7276493.500000 Penalty: 5424.280762
	Iteration 14Q: 3 clusters Score -7276494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -7276536.500000 Penalty: 5424.280762
	Iteration 15Q: 3 clusters Score -7276536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -7276563.000000 Penalty: 5424.280762
	Iteration 16Q: 3 clusters Score -7276563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -7276574.500000 Penalty: 5424.280762
	Iteration 17Q: 3 clusters Score -7276574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -7276590.000000 Penalty: 5424.280762
	Iteration 18Q: 3 clusters Score -7276590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -7276593.500000 Penalty: 5424.280762
	Iteration 19Q: 3 clusters Score -7276594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -7276590.000000 Penalty: 5424.280762
	Iteration 20F: 3 clusters Score -7276590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -176759.750000 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -176759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174575.921875 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -174575.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174904.937500 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -174904.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -174987.171875 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -174987.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175029.359375 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -175029.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175053.468750 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -175053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175075.984375 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -175076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175092.828125 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -175092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175103.656250 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -175103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -175107.765625 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -175107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175114.937500 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -175114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175119.687500 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -175119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175122.828125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -175122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175122.828125 Penalty: 3575.098633
	Iteration 12F: 3 clusters Score -175122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Entering Unmasked Estep 
Score: -24713484.000000 Penalty: 3009.183350
	Iteration 0F: 2 clusters Score -2.471348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -24592178.000000 Penalty: 6018.366699
	Iteration 0F: 3 clusters Score -2.459218e+07 nChanged 89404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -24644240.000000 Penalty: 6018.366699
	Iteration 1F: 3 clusters Score -2.464424e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -24645712.000000 Penalty: 6018.366699
	Iteration 2Q: 3 clusters Score -2.464571e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -24647748.000000 Penalty: 6018.366699
	Iteration 3Q: 3 clusters Score -2.464775e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -24651368.000000 Penalty: 6018.366699
	Iteration 4Q: 3 clusters Score -2.465137e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 126184 members 
Entering Unmasked Estep 
Score: -24658430.000000 Penalty: 6018.366699
	Iteration 5F: 3 clusters Score -2.465843e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -24670444.000000 Penalty: 6018.366699
	Iteration 6F: 3 clusters Score -2.467044e+07 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 159112 members 
Entering Unmasked Estep 
Score: -24685708.000000 Penalty: 6018.366699
	Iteration 7F: 3 clusters Score -2.468571e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -24698920.000000 Penalty: 6018.366699
	Iteration 8F: 3 clusters Score -2.469892e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 181322 members 
Entering Unmasked Estep 
Score: -24706504.000000 Penalty: 6018.366699
	Iteration 9Q: 3 clusters Score -2.47065e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -24709412.000000 Penalty: 6018.366699
	Iteration 10Q: 3 clusters Score -2.470941e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 185422 members 
Entering Unmasked Estep 
Score: -24710230.000000 Penalty: 6018.366699
	Iteration 11Q: 3 clusters Score -2.471023e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 185698 members 
Entering Unmasked Estep 
Score: -24710568.000000 Penalty: 6018.366699
	Iteration 12Q: 3 clusters Score -2.471057e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185765 members 
Entering Unmasked Estep 
Score: -24710658.000000 Penalty: 6018.366699
	Iteration 13Q: 3 clusters Score -2.471066e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185798 members 
Entering Unmasked Estep 
Score: -24710696.000000 Penalty: 6018.366699
	Iteration 14Q: 3 clusters Score -2.47107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185813 members 
Entering Unmasked Estep 
Score: -24710742.000000 Penalty: 6018.366699
	Iteration 15Q: 3 clusters Score -2.471074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 185819 members 
Entering Unmasked Estep 
Score: -24710750.000000 Penalty: 6018.366699
	Iteration 16Q: 3 clusters Score -2.471075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185826 members 
Entering Unmasked Estep 
Score: -24710778.000000 Penalty: 6018.366699
	Iteration 17Q: 3 clusters Score -2.471078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185831 members 
Entering Unmasked Estep 
Score: -24710786.000000 Penalty: 6018.366699
	Iteration 18Q: 3 clusters Score -2.471079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185833 members 
Entering Unmasked Estep 
Score: -24710800.000000 Penalty: 6018.366699
	Iteration 19Q: 3 clusters Score -2.47108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -24710786.000000 Penalty: 6018.366699
	Iteration 20F: 3 clusters Score -2.471079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 185836 members 
Entering Unmasked Estep 
Score: -24710786.000000 Penalty: 6018.366699
	Iteration 21Q: 3 clusters Score -2.471079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 185836 members 
Entering Unmasked Estep 
Score: -24710800.000000 Penalty: 6018.366699
	Iteration 22Q: 3 clusters Score -2.47108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185838 members 
Entering Unmasked Estep 
Score: -24710804.000000 Penalty: 6018.366699
	Iteration 23Q: 3 clusters Score -2.47108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
Score: -24710814.000000 Penalty: 6018.366699
	Iteration 24Q: 3 clusters Score -2.471081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
Score: -24710822.000000 Penalty: 6018.366699
	Iteration 25Q: 3 clusters Score -2.471082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -24710826.000000 Penalty: 6018.366699
	Iteration 26Q: 3 clusters Score -2.471083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -24710822.000000 Penalty: 6018.366699
	Iteration 27Q: 3 clusters Score -2.471082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
Score: -24710840.000000 Penalty: 6018.366699
	Iteration 28Q: 3 clusters Score -2.471084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -24710850.000000 Penalty: 6018.366699
	Iteration 29Q: 3 clusters Score -2.471085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185844 members 
Entering Unmasked Estep 
Score: -24710834.000000 Penalty: 6018.366699
	Iteration 30Q: 3 clusters Score -2.471083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -24710860.000000 Penalty: 6018.366699
	Iteration 31Q: 3 clusters Score -2.471086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185844 members 
Entering Unmasked Estep 
Score: -24710860.000000 Penalty: 6018.366699
	Iteration 32Q: 3 clusters Score -2.471086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -24710872.000000 Penalty: 6018.366699
	Iteration 33Q: 3 clusters Score -2.471087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 185847 members 
Entering Unmasked Estep 
Score: -24710872.000000 Penalty: 6018.366699
	Iteration 34Q: 3 clusters Score -2.471087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -24710866.000000 Penalty: 6018.366699
	Iteration 35Q: 3 clusters Score -2.471087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -24710886.000000 Penalty: 6018.366699
	Iteration 36Q: 3 clusters Score -2.471089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -24710908.000000 Penalty: 6018.366699
	Iteration 37Q: 3 clusters Score -2.471091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185842 members 
Entering Unmasked Estep 
Score: -24710908.000000 Penalty: 6018.366699
	Iteration 38F: 3 clusters Score -2.471091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -127961.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -127961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125963.906250 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -125963.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -126308.742188 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -126308.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126428.656250 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -126428.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126497.320312 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -126497.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126557.460938 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -126557.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126606.367188 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -126606.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126663.171875 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -126663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -126725.953125 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -126726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -126784.500000 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -126784.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126889.875000 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -126889.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127053.109375 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -127053.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127168.867188 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -127168.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127250.000000 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -127250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -127332.585938 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -127332.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -127396.429688 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -127396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127459.398438 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -127459.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127504.468750 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -127504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -127544.234375 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -127544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -127583.398438 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -127583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -127616.257812 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -127616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -127651.242188 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -127651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -127663.781250 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -127663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -127671.289062 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -127671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -127671.289062 Penalty: 3447.604004
	Iteration 23F: 3 clusters Score -127671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -912685.187500 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -912685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -907006.750000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -907006.8 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -908424.000000 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -908424 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -908646.500000 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -908646.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -908774.062500 Penalty: 4379.078125
	Iteration 3Q: 3 clusters Score -908774.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -908860.250000 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -908860.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -908919.312500 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -908919.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -908965.687500 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -908965.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -908999.875000 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -908999.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -909031.000000 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -909031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -909049.562500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -909049.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -909060.562500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -909060.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -909068.375000 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -909068.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -909075.687500 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -909075.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -909083.687500 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -909083.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -909089.625000 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -909089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -909098.000000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -909098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -909106.687500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -909106.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -909111.812500 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -909111.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -909120.000000 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -909120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -909124.000000 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -909124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -909126.375000 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -909126.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -909133.250000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -909133.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -909136.812500 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -909136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -909139.062500 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -909139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -909141.625000 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -909141.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -909146.062500 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -909146.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -909151.875000 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -909151.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -909158.875000 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -909158.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -909160.625000 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -909160.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -909165.562500 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -909165.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -909170.750000 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -909170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -909173.750000 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -909173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -909177.437500 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -909177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -909180.687500 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -909180.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -909183.500000 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -909183.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -909188.562500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -909188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -909196.062500 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -909196.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -909198.625000 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -909198.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -909204.437500 Penalty: 4379.078125
	Iteration 38Q: 3 clusters Score -909204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -909207.875000 Penalty: 4379.078125
	Iteration 39Q: 3 clusters Score -909207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -909213.312500 Penalty: 4379.078125
	Iteration 40F: 3 clusters Score -909213.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -909216.500000 Penalty: 4379.078125
	Iteration 41Q: 3 clusters Score -909216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -909221.000000 Penalty: 4379.078125
	Iteration 42Q: 3 clusters Score -909221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -909225.875000 Penalty: 4379.078125
	Iteration 43Q: 3 clusters Score -909225.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -909228.437500 Penalty: 4379.078125
	Iteration 44Q: 3 clusters Score -909228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -909228.562500 Penalty: 4379.078125
	Iteration 45Q: 3 clusters Score -909228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -909230.812500 Penalty: 4379.078125
	Iteration 46Q: 3 clusters Score -909230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -909232.375000 Penalty: 4379.078125
	Iteration 47Q: 3 clusters Score -909232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -909232.875000 Penalty: 4379.078125
	Iteration 48Q: 3 clusters Score -909232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -909232.875000 Penalty: 4379.078125
	Iteration 49Q: 3 clusters Score -909232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -909236.437500 Penalty: 4379.078125
	Iteration 50Q: 3 clusters Score -909236.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -909237.500000 Penalty: 4379.078125
	Iteration 51Q: 3 clusters Score -909237.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -909239.062500 Penalty: 4379.078125
	Iteration 52Q: 3 clusters Score -909239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -909239.375000 Penalty: 4379.078125
	Iteration 53Q: 3 clusters Score -909239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -909241.437500 Penalty: 4379.078125
	Iteration 54Q: 3 clusters Score -909241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -909242.250000 Penalty: 4379.078125
	Iteration 55Q: 3 clusters Score -909242.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -909247.062500 Penalty: 4379.078125
	Iteration 56Q: 3 clusters Score -909247.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -909251.187500 Penalty: 4379.078125
	Iteration 57Q: 3 clusters Score -909251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -909255.187500 Penalty: 4379.078125
	Iteration 58Q: 3 clusters Score -909255.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -909259.812500 Penalty: 4379.078125
	Iteration 59Q: 3 clusters Score -909259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -909267.750000 Penalty: 4379.078125
	Iteration 60F: 3 clusters Score -909267.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -909273.062500 Penalty: 4379.078125
	Iteration 61Q: 3 clusters Score -909273.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -909280.062500 Penalty: 4379.078125
	Iteration 62Q: 3 clusters Score -909280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -909285.437500 Penalty: 4379.078125
	Iteration 63Q: 3 clusters Score -909285.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -909288.250000 Penalty: 4379.078125
	Iteration 64Q: 3 clusters Score -909288.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -909289.687500 Penalty: 4379.078125
	Iteration 65Q: 3 clusters Score -909289.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -909295.875000 Penalty: 4379.078125
	Iteration 66Q: 3 clusters Score -909295.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -909295.375000 Penalty: 4379.078125
	Iteration 67Q: 3 clusters Score -909295.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -909302.625000 Penalty: 4379.078125
	Iteration 68Q: 3 clusters Score -909302.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -909306.937500 Penalty: 4379.078125
	Iteration 69Q: 3 clusters Score -909306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -909306.687500 Penalty: 4379.078125
	Iteration 70Q: 3 clusters Score -909306.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -909309.437500 Penalty: 4379.078125
	Iteration 71Q: 3 clusters Score -909309.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -909313.312500 Penalty: 4379.078125
	Iteration 72Q: 3 clusters Score -909313.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -909318.812500 Penalty: 4379.078125
	Iteration 73Q: 3 clusters Score -909318.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -909327.562500 Penalty: 4379.078125
	Iteration 74Q: 3 clusters Score -909327.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -909339.187500 Penalty: 4379.078125
	Iteration 75Q: 3 clusters Score -909339.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -909352.125000 Penalty: 4379.078125
	Iteration 76Q: 3 clusters Score -909352.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -909364.500000 Penalty: 4379.078125
	Iteration 77Q: 3 clusters Score -909364.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -909375.000000 Penalty: 4379.078125
	Iteration 78Q: 3 clusters Score -909375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -909383.375000 Penalty: 4379.078125
	Iteration 79Q: 3 clusters Score -909383.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -909396.437500 Penalty: 4379.078125
	Iteration 80F: 3 clusters Score -909396.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -909406.437500 Penalty: 4379.078125
	Iteration 81Q: 3 clusters Score -909406.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -909422.500000 Penalty: 4379.078125
	Iteration 82Q: 3 clusters Score -909422.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -909441.250000 Penalty: 4379.078125
	Iteration 83Q: 3 clusters Score -909441.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -909460.875000 Penalty: 4379.078125
	Iteration 84Q: 3 clusters Score -909460.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -909485.500000 Penalty: 4379.078125
	Iteration 85Q: 3 clusters Score -909485.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -909514.125000 Penalty: 4379.078125
	Iteration 86Q: 3 clusters Score -909514.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -909546.187500 Penalty: 4379.078125
	Iteration 87Q: 3 clusters Score -909546.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -909581.937500 Penalty: 4379.078125
	Iteration 88Q: 3 clusters Score -909581.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -909624.562500 Penalty: 4379.078125
	Iteration 89Q: 3 clusters Score -909624.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -909668.437500 Penalty: 4379.078125
	Iteration 90Q: 3 clusters Score -909668.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -909713.187500 Penalty: 4379.078125
	Iteration 91Q: 3 clusters Score -909713.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -909759.750000 Penalty: 4379.078125
	Iteration 92Q: 3 clusters Score -909759.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -909826.437500 Penalty: 4379.078125
	Iteration 93Q: 3 clusters Score -909826.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -909896.875000 Penalty: 4379.078125
	Iteration 94Q: 3 clusters Score -909896.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -909974.187500 Penalty: 4379.078125
	Iteration 95Q: 3 clusters Score -909974.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -910061.062500 Penalty: 4379.078125
	Iteration 96Q: 3 clusters Score -910061.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -910162.062500 Penalty: 4379.078125
	Iteration 97Q: 3 clusters Score -910162.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -910250.000000 Penalty: 4379.078125
	Iteration 98Q: 3 clusters Score -910250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -910321.500000 Penalty: 4379.078125
	Iteration 99Q: 3 clusters Score -910321.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -910381.750000 Penalty: 4379.078125
	Iteration 100F: 3 clusters Score -910381.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -910445.562500 Penalty: 4379.078125
	Iteration 101Q: 3 clusters Score -910445.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -910518.937500 Penalty: 4379.078125
	Iteration 102Q: 3 clusters Score -910518.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -910568.812500 Penalty: 4379.078125
	Iteration 103Q: 3 clusters Score -910568.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -910615.187500 Penalty: 4379.078125
	Iteration 104Q: 3 clusters Score -910615.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -910652.375000 Penalty: 4379.078125
	Iteration 105Q: 3 clusters Score -910652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -910670.750000 Penalty: 4379.078125
	Iteration 106Q: 3 clusters Score -910670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -910683.875000 Penalty: 4379.078125
	Iteration 107Q: 3 clusters Score -910683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -910691.000000 Penalty: 4379.078125
	Iteration 108Q: 3 clusters Score -910691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -910693.562500 Penalty: 4379.078125
	Iteration 109Q: 3 clusters Score -910693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -910700.125000 Penalty: 4379.078125
	Iteration 110Q: 3 clusters Score -910700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -910705.000000 Penalty: 4379.078125
	Iteration 111Q: 3 clusters Score -910705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -910705.750000 Penalty: 4379.078125
	Iteration 112Q: 3 clusters Score -910705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -910709.875000 Penalty: 4379.078125
	Iteration 113Q: 3 clusters Score -910709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -910712.062500 Penalty: 4379.078125
	Iteration 114Q: 3 clusters Score -910712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -910712.187500 Penalty: 4379.078125
	Iteration 115Q: 3 clusters Score -910712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -910715.000000 Penalty: 4379.078125
	Iteration 116Q: 3 clusters Score -910715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -910717.312500 Penalty: 4379.078125
	Iteration 117Q: 3 clusters Score -910717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -910718.562500 Penalty: 4379.078125
	Iteration 118Q: 3 clusters Score -910718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -910718.750000 Penalty: 4379.078125
	Iteration 119Q: 3 clusters Score -910718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -910718.750000 Penalty: 4379.078125
	Iteration 120F: 3 clusters Score -910718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -89581.625000 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -89581.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87825.390625 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -87825.39 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88071.421875 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -88071.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88174.054688 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -88174.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88218.757812 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -88218.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88236.875000 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -88236.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88248.226562 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -88248.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88256.265625 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -88256.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88261.648438 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -88261.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88263.101562 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -88263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88265.117188 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -88265.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88265.117188 Penalty: 3282.894531
	Iteration 10F: 3 clusters Score -88265.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Entering Unmasked Estep 
Score: -20448440.000000 Penalty: 2960.939209
	Iteration 0F: 2 clusters Score -2.044844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -20350608.000000 Penalty: 5921.878418
	Iteration 0F: 3 clusters Score -2.035061e+07 nChanged 72974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -20393414.000000 Penalty: 5921.878418
	Iteration 1F: 3 clusters Score -2.039341e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -20395256.000000 Penalty: 5921.878418
	Iteration 2Q: 3 clusters Score -2.039526e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -20397982.000000 Penalty: 5921.878418
	Iteration 3Q: 3 clusters Score -2.039798e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -20401418.000000 Penalty: 5921.878418
	Iteration 4Q: 3 clusters Score -2.040142e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -20406328.000000 Penalty: 5921.878418
	Iteration 5F: 3 clusters Score -2.040633e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -20412594.000000 Penalty: 5921.878418
	Iteration 6F: 3 clusters Score -2.041259e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -20420600.000000 Penalty: 5921.878418
	Iteration 7F: 3 clusters Score -2.04206e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -20427988.000000 Penalty: 5921.878418
	Iteration 8F: 3 clusters Score -2.042799e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -20432012.000000 Penalty: 5921.878418
	Iteration 9F: 3 clusters Score -2.043201e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -20433726.000000 Penalty: 5921.878418
	Iteration 10Q: 3 clusters Score -2.043373e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -20434426.000000 Penalty: 5921.878418
	Iteration 11Q: 3 clusters Score -2.043443e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -20435072.000000 Penalty: 5921.878418
	Iteration 12Q: 3 clusters Score -2.043507e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 106824 members 
Entering Unmasked Estep 
Score: -20435658.000000 Penalty: 5921.878418
	Iteration 13Q: 3 clusters Score -2.043566e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -20436202.000000 Penalty: 5921.878418
	Iteration 14Q: 3 clusters Score -2.04362e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -20436898.000000 Penalty: 5921.878418
	Iteration 15Q: 3 clusters Score -2.04369e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -20437590.000000 Penalty: 5921.878418
	Iteration 16Q: 3 clusters Score -2.043759e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -20438300.000000 Penalty: 5921.878418
	Iteration 17Q: 3 clusters Score -2.04383e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -20439176.000000 Penalty: 5921.878418
	Iteration 18Q: 3 clusters Score -2.043918e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 121531 members 
Entering Unmasked Estep 
Score: -20440020.000000 Penalty: 5921.878418
	Iteration 19Q: 3 clusters Score -2.044002e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -20440568.000000 Penalty: 5921.878418
	Iteration 20F: 3 clusters Score -2.044057e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 126327 members 
Entering Unmasked Estep 
Score: -20441110.000000 Penalty: 5921.878418
	Iteration 21Q: 3 clusters Score -2.044111e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -20441726.000000 Penalty: 5921.878418
	Iteration 22Q: 3 clusters Score -2.044173e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -20442254.000000 Penalty: 5921.878418
	Iteration 23Q: 3 clusters Score -2.044225e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -20442788.000000 Penalty: 5921.878418
	Iteration 24Q: 3 clusters Score -2.044279e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 134826 members 
Entering Unmasked Estep 
Score: -20443356.000000 Penalty: 5921.878418
	Iteration 25Q: 3 clusters Score -2.044336e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -20443678.000000 Penalty: 5921.878418
	Iteration 26Q: 3 clusters Score -2.044368e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -20443984.000000 Penalty: 5921.878418
	Iteration 27Q: 3 clusters Score -2.044398e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -20444200.000000 Penalty: 5921.878418
	Iteration 28Q: 3 clusters Score -2.04442e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 141308 members 
Entering Unmasked Estep 
Score: -20444582.000000 Penalty: 5921.878418
	Iteration 29Q: 3 clusters Score -2.044458e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -20444798.000000 Penalty: 5921.878418
	Iteration 30Q: 3 clusters Score -2.04448e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -20444980.000000 Penalty: 5921.878418
	Iteration 31Q: 3 clusters Score -2.044498e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -20445230.000000 Penalty: 5921.878418
	Iteration 32Q: 3 clusters Score -2.044523e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 145597 members 
Entering Unmasked Estep 
Score: -20445446.000000 Penalty: 5921.878418
	Iteration 33Q: 3 clusters Score -2.044545e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 146364 members 
Entering Unmasked Estep 
Score: -20445628.000000 Penalty: 5921.878418
	Iteration 34Q: 3 clusters Score -2.044563e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 147019 members 
Entering Unmasked Estep 
Score: -20445684.000000 Penalty: 5921.878418
	Iteration 35Q: 3 clusters Score -2.044568e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 147606 members 
Entering Unmasked Estep 
Score: -20445856.000000 Penalty: 5921.878418
	Iteration 36Q: 3 clusters Score -2.044586e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -20445862.000000 Penalty: 5921.878418
	Iteration 37Q: 3 clusters Score -2.044586e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 148510 members 
Entering Unmasked Estep 
Score: -20445960.000000 Penalty: 5921.878418
	Iteration 38Q: 3 clusters Score -2.044596e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -20446060.000000 Penalty: 5921.878418
	Iteration 39Q: 3 clusters Score -2.044606e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -20446108.000000 Penalty: 5921.878418
	Iteration 40F: 3 clusters Score -2.044611e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -20446136.000000 Penalty: 5921.878418
	Iteration 41Q: 3 clusters Score -2.044614e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -20446238.000000 Penalty: 5921.878418
	Iteration 42Q: 3 clusters Score -2.044624e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -20446236.000000 Penalty: 5921.878418
	Iteration 43Q: 3 clusters Score -2.044624e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 150042 members 
Entering Unmasked Estep 
Score: -20446272.000000 Penalty: 5921.878418
	Iteration 44Q: 3 clusters Score -2.044627e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -20446322.000000 Penalty: 5921.878418
	Iteration 45Q: 3 clusters Score -2.044632e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 150377 members 
Entering Unmasked Estep 
Score: -20446380.000000 Penalty: 5921.878418
	Iteration 46Q: 3 clusters Score -2.044638e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 150523 members 
Entering Unmasked Estep 
Score: -20446362.000000 Penalty: 5921.878418
	Iteration 47Q: 3 clusters Score -2.044636e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -20446386.000000 Penalty: 5921.878418
	Iteration 48Q: 3 clusters Score -2.044639e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -20446396.000000 Penalty: 5921.878418
	Iteration 49Q: 3 clusters Score -2.04464e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 150850 members 
Entering Unmasked Estep 
Score: -20446398.000000 Penalty: 5921.878418
	Iteration 50Q: 3 clusters Score -2.04464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -20446396.000000 Penalty: 5921.878418
	Iteration 51Q: 3 clusters Score -2.04464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -20446384.000000 Penalty: 5921.878418
	Iteration 52Q: 3 clusters Score -2.044638e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -20446414.000000 Penalty: 5921.878418
	Iteration 53Q: 3 clusters Score -2.044641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 151089 members 
Entering Unmasked Estep 
Score: -20446426.000000 Penalty: 5921.878418
	Iteration 54Q: 3 clusters Score -2.044643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -20446444.000000 Penalty: 5921.878418
	Iteration 55Q: 3 clusters Score -2.044644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -20446450.000000 Penalty: 5921.878418
	Iteration 56Q: 3 clusters Score -2.044645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -20446468.000000 Penalty: 5921.878418
	Iteration 57Q: 3 clusters Score -2.044647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -20446456.000000 Penalty: 5921.878418
	Iteration 58Q: 3 clusters Score -2.044646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 151246 members 
Entering Unmasked Estep 
Score: -20446470.000000 Penalty: 5921.878418
	Iteration 59Q: 3 clusters Score -2.044647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -20446478.000000 Penalty: 5921.878418
	Iteration 60F: 3 clusters Score -2.044648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -20446490.000000 Penalty: 5921.878418
	Iteration 61Q: 3 clusters Score -2.044649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -20446498.000000 Penalty: 5921.878418
	Iteration 62Q: 3 clusters Score -2.04465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -20446494.000000 Penalty: 5921.878418
	Iteration 63Q: 3 clusters Score -2.044649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 151275 members 
Entering Unmasked Estep 
Score: -20446492.000000 Penalty: 5921.878418
	Iteration 64Q: 3 clusters Score -2.044649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 151278 members 
Entering Unmasked Estep 
Score: -20446506.000000 Penalty: 5921.878418
	Iteration 65Q: 3 clusters Score -2.044651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -20446508.000000 Penalty: 5921.878418
	Iteration 66Q: 3 clusters Score -2.044651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -20446510.000000 Penalty: 5921.878418
	Iteration 67Q: 3 clusters Score -2.044651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -20446498.000000 Penalty: 5921.878418
	Iteration 68Q: 3 clusters Score -2.04465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -20446504.000000 Penalty: 5921.878418
	Iteration 69Q: 3 clusters Score -2.04465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 151292 members 
Entering Unmasked Estep 
Score: -20446504.000000 Penalty: 5921.878418
	Iteration 70Q: 3 clusters Score -2.04465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 151293 members 
Entering Unmasked Estep 
Score: -20446498.000000 Penalty: 5921.878418
	Iteration 71Q: 3 clusters Score -2.04465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -20446484.000000 Penalty: 5921.878418
	Iteration 72Q: 3 clusters Score -2.044648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 151295 members 
Entering Unmasked Estep 
Score: -20446492.000000 Penalty: 5921.878418
	Iteration 73Q: 3 clusters Score -2.044649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 151295 members 
Entering Unmasked Estep 
Score: -20446492.000000 Penalty: 5921.878418
	Iteration 74F: 3 clusters Score -2.044649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -41310.792969 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -41310.79 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 175 members 
Entering Unmasked Estep 
Score: -39912.160156 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -39912.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40084.019531 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -40084.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40146.660156 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -40146.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40171.246094 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -40171.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40193.632812 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -40193.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40207.949219 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -40207.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40209.925781 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -40209.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40209.925781 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -40209.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136446.078125 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -136446.1 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 574 members 
Entering Unmasked Estep 
Score: -134401.500000 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -134401.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134688.843750 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -134688.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134788.734375 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -134788.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134855.000000 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -134855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134895.328125 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -134895.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134929.000000 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -134929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134949.953125 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -134950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134961.203125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -134961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134970.062500 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -134970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134989.812500 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -134989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135001.453125 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -135001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135007.828125 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -135007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135016.640625 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -135016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135021.640625 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -135021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135025.296875 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -135025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135027.890625 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -135027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135031.296875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -135031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135036.609375 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -135036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135040.015625 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -135040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135042.421875 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -135042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135045.593750 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -135045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135051.343750 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -135051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135056.859375 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -135056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135059.343750 Penalty: 3474.871338
	Iteration 23Q: 3 clusters Score -135059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135061.312500 Penalty: 3474.871338
	Iteration 24Q: 3 clusters Score -135061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135065.015625 Penalty: 3474.871338
	Iteration 25Q: 3 clusters Score -135065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135067.484375 Penalty: 3474.871338
	Iteration 26Q: 3 clusters Score -135067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135068.093750 Penalty: 3474.871338
	Iteration 27Q: 3 clusters Score -135068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135070.046875 Penalty: 3474.871338
	Iteration 28Q: 3 clusters Score -135070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135073.359375 Penalty: 3474.871338
	Iteration 29Q: 3 clusters Score -135073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135073.359375 Penalty: 3474.871338
	Iteration 30F: 3 clusters Score -135073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Entering Unmasked Estep 
Score: -19494846.000000 Penalty: 2949.612793
	Iteration 0F: 2 clusters Score -1.949485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -19399930.000000 Penalty: 5899.225586
	Iteration 0F: 3 clusters Score -1.939993e+07 nChanged 69636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -19440188.000000 Penalty: 5899.225586
	Iteration 1F: 3 clusters Score -1.944019e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -19441164.000000 Penalty: 5899.225586
	Iteration 2Q: 3 clusters Score -1.944116e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -19442096.000000 Penalty: 5899.225586
	Iteration 3Q: 3 clusters Score -1.94421e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -19443512.000000 Penalty: 5899.225586
	Iteration 4Q: 3 clusters Score -1.944351e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -19445576.000000 Penalty: 5899.225586
	Iteration 5Q: 3 clusters Score -1.944558e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -19449346.000000 Penalty: 5899.225586
	Iteration 6F: 3 clusters Score -1.944935e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -19454934.000000 Penalty: 5899.225586
	Iteration 7F: 3 clusters Score -1.945493e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -19463162.000000 Penalty: 5899.225586
	Iteration 8F: 3 clusters Score -1.946316e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -19472684.000000 Penalty: 5899.225586
	Iteration 9F: 3 clusters Score -1.947268e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -19480712.000000 Penalty: 5899.225586
	Iteration 10F: 3 clusters Score -1.948071e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 126309 members 
Entering Unmasked Estep 
Score: -19485318.000000 Penalty: 5899.225586
	Iteration 11Q: 3 clusters Score -1.948532e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -19487722.000000 Penalty: 5899.225586
	Iteration 12Q: 3 clusters Score -1.948772e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 131814 members 
Entering Unmasked Estep 
Score: -19489098.000000 Penalty: 5899.225586
	Iteration 13Q: 3 clusters Score -1.94891e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -19489954.000000 Penalty: 5899.225586
	Iteration 14Q: 3 clusters Score -1.948995e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -19490740.000000 Penalty: 5899.225586
	Iteration 15Q: 3 clusters Score -1.949074e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -19491492.000000 Penalty: 5899.225586
	Iteration 16Q: 3 clusters Score -1.949149e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -19492082.000000 Penalty: 5899.225586
	Iteration 17Q: 3 clusters Score -1.949208e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -19492466.000000 Penalty: 5899.225586
	Iteration 18Q: 3 clusters Score -1.949247e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -19492814.000000 Penalty: 5899.225586
	Iteration 19Q: 3 clusters Score -1.949281e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 140750 members 
Entering Unmasked Estep 
Score: -19493148.000000 Penalty: 5899.225586
	Iteration 20F: 3 clusters Score -1.949315e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 141264 members 
Entering Unmasked Estep 
Score: -19493316.000000 Penalty: 5899.225586
	Iteration 21Q: 3 clusters Score -1.949332e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 141673 members 
Entering Unmasked Estep 
Score: -19493596.000000 Penalty: 5899.225586
	Iteration 22Q: 3 clusters Score -1.94936e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 141990 members 
Entering Unmasked Estep 
Score: -19493684.000000 Penalty: 5899.225586
	Iteration 23Q: 3 clusters Score -1.949368e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 142257 members 
Entering Unmasked Estep 
Score: -19493792.000000 Penalty: 5899.225586
	Iteration 24Q: 3 clusters Score -1.949379e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -19493840.000000 Penalty: 5899.225586
	Iteration 25Q: 3 clusters Score -1.949384e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -19493954.000000 Penalty: 5899.225586
	Iteration 26Q: 3 clusters Score -1.949395e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -19494012.000000 Penalty: 5899.225586
	Iteration 27Q: 3 clusters Score -1.949401e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 142938 members 
Entering Unmasked Estep 
Score: -19494040.000000 Penalty: 5899.225586
	Iteration 28Q: 3 clusters Score -1.949404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -19494068.000000 Penalty: 5899.225586
	Iteration 29Q: 3 clusters Score -1.949407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -19494094.000000 Penalty: 5899.225586
	Iteration 30Q: 3 clusters Score -1.949409e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -19494120.000000 Penalty: 5899.225586
	Iteration 31Q: 3 clusters Score -1.949412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 143167 members 
Entering Unmasked Estep 
Score: -19494120.000000 Penalty: 5899.225586
	Iteration 32Q: 3 clusters Score -1.949412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 143199 members 
Entering Unmasked Estep 
Score: -19494144.000000 Penalty: 5899.225586
	Iteration 33Q: 3 clusters Score -1.949414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -19494158.000000 Penalty: 5899.225586
	Iteration 34Q: 3 clusters Score -1.949416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -19494138.000000 Penalty: 5899.225586
	Iteration 35Q: 3 clusters Score -1.949414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -19494108.000000 Penalty: 5899.225586
	Iteration 36Q: 3 clusters Score -1.949411e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -19494118.000000 Penalty: 5899.225586
	Iteration 37Q: 3 clusters Score -1.949412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -19494134.000000 Penalty: 5899.225586
	Iteration 38Q: 3 clusters Score -1.949413e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -19494124.000000 Penalty: 5899.225586
	Iteration 39Q: 3 clusters Score -1.949412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 143364 members 
Entering Unmasked Estep 
Score: -19494116.000000 Penalty: 5899.225586
	Iteration 40F: 3 clusters Score -1.949412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -19494122.000000 Penalty: 5899.225586
	Iteration 41Q: 3 clusters Score -1.949412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 143389 members 
Entering Unmasked Estep 
Score: -19494112.000000 Penalty: 5899.225586
	Iteration 42Q: 3 clusters Score -1.949411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -19494116.000000 Penalty: 5899.225586
	Iteration 43Q: 3 clusters Score -1.949412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 143398 members 
Entering Unmasked Estep 
Score: -19494114.000000 Penalty: 5899.225586
	Iteration 44Q: 3 clusters Score -1.949411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 143402 members 
Entering Unmasked Estep 
Score: -19494102.000000 Penalty: 5899.225586
	Iteration 45Q: 3 clusters Score -1.94941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 143408 members 
Entering Unmasked Estep 
Score: -19494134.000000 Penalty: 5899.225586
	Iteration 46Q: 3 clusters Score -1.949413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -19494128.000000 Penalty: 5899.225586
	Iteration 47Q: 3 clusters Score -1.949413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -19494130.000000 Penalty: 5899.225586
	Iteration 48Q: 3 clusters Score -1.949413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -19494140.000000 Penalty: 5899.225586
	Iteration 49Q: 3 clusters Score -1.949414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 143420 members 
Entering Unmasked Estep 
Score: -19494116.000000 Penalty: 5899.225586
	Iteration 50Q: 3 clusters Score -1.949412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -19494120.000000 Penalty: 5899.225586
	Iteration 51Q: 3 clusters Score -1.949412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -19494132.000000 Penalty: 5899.225586
	Iteration 52Q: 3 clusters Score -1.949413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -19494128.000000 Penalty: 5899.225586
	Iteration 53Q: 3 clusters Score -1.949413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -19494116.000000 Penalty: 5899.225586
	Iteration 54Q: 3 clusters Score -1.949412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -19494116.000000 Penalty: 5899.225586
	Iteration 55F: 3 clusters Score -1.949412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Entering Unmasked Estep 
Score: -1451690.000000 Penalty: 2305.900391
	Iteration 0F: 2 clusters Score -1451690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1443399.000000 Penalty: 4611.800781
	Iteration 0F: 3 clusters Score -1443399 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1445863.500000 Penalty: 4611.800781
	Iteration 1F: 3 clusters Score -1445864 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1446180.500000 Penalty: 4611.800781
	Iteration 2F: 3 clusters Score -1446180 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1446420.500000 Penalty: 4611.800781
	Iteration 3F: 3 clusters Score -1446420 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1446616.125000 Penalty: 4611.800781
	Iteration 4Q: 3 clusters Score -1446616 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1446845.625000 Penalty: 4611.800781
	Iteration 5Q: 3 clusters Score -1446846 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1447081.250000 Penalty: 4611.800781
	Iteration 6Q: 3 clusters Score -1447081 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1447325.375000 Penalty: 4611.800781
	Iteration 7Q: 3 clusters Score -1447325 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1447613.500000 Penalty: 4611.800781
	Iteration 8Q: 3 clusters Score -1447614 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1447964.000000 Penalty: 4611.800781
	Iteration 9Q: 3 clusters Score -1447964 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1448324.500000 Penalty: 4611.800781
	Iteration 10Q: 3 clusters Score -1448324 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1448639.375000 Penalty: 4611.800781
	Iteration 11Q: 3 clusters Score -1448639 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1448934.375000 Penalty: 4611.800781
	Iteration 12Q: 3 clusters Score -1448934 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1449202.375000 Penalty: 4611.800781
	Iteration 13Q: 3 clusters Score -1449202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1449431.875000 Penalty: 4611.800781
	Iteration 14Q: 3 clusters Score -1449432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1449563.875000 Penalty: 4611.800781
	Iteration 15Q: 3 clusters Score -1449564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1449627.875000 Penalty: 4611.800781
	Iteration 16Q: 3 clusters Score -1449628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1449676.500000 Penalty: 4611.800781
	Iteration 17Q: 3 clusters Score -1449676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1449702.500000 Penalty: 4611.800781
	Iteration 18Q: 3 clusters Score -1449702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1449722.750000 Penalty: 4611.800781
	Iteration 19Q: 3 clusters Score -1449723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1449739.250000 Penalty: 4611.800781
	Iteration 20F: 3 clusters Score -1449739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1449746.875000 Penalty: 4611.800781
	Iteration 21Q: 3 clusters Score -1449747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1449759.750000 Penalty: 4611.800781
	Iteration 22Q: 3 clusters Score -1449760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1449765.375000 Penalty: 4611.800781
	Iteration 23Q: 3 clusters Score -1449765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1449772.875000 Penalty: 4611.800781
	Iteration 24Q: 3 clusters Score -1449773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1449771.500000 Penalty: 4611.800781
	Iteration 25Q: 3 clusters Score -1449772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1449776.250000 Penalty: 4611.800781
	Iteration 26Q: 3 clusters Score -1449776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1449777.750000 Penalty: 4611.800781
	Iteration 27Q: 3 clusters Score -1449778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1449782.125000 Penalty: 4611.800781
	Iteration 28Q: 3 clusters Score -1449782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1449782.250000 Penalty: 4611.800781
	Iteration 29Q: 3 clusters Score -1449782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1449787.375000 Penalty: 4611.800781
	Iteration 30Q: 3 clusters Score -1449787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1449790.875000 Penalty: 4611.800781
	Iteration 31Q: 3 clusters Score -1449791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1449792.375000 Penalty: 4611.800781
	Iteration 32Q: 3 clusters Score -1449792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1449795.250000 Penalty: 4611.800781
	Iteration 33Q: 3 clusters Score -1449795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1449797.125000 Penalty: 4611.800781
	Iteration 34Q: 3 clusters Score -1449797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1449798.375000 Penalty: 4611.800781
	Iteration 35Q: 3 clusters Score -1449798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1449799.750000 Penalty: 4611.800781
	Iteration 36Q: 3 clusters Score -1449800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1449802.250000 Penalty: 4611.800781
	Iteration 37Q: 3 clusters Score -1449802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1449804.250000 Penalty: 4611.800781
	Iteration 38Q: 3 clusters Score -1449804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1449804.250000 Penalty: 4611.800781
	Iteration 39F: 3 clusters Score -1449804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -213920.671875 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -213920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -211526.234375 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -211526.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -211913.234375 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -211913.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212013.234375 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -212013.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -212068.484375 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -212068.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -212106.937500 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -212106.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -212145.171875 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -212145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212173.437500 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -212173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212190.609375 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -212190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212207.437500 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -212207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -212227.093750 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -212227.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212252.375000 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -212252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212267.609375 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -212267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212280.640625 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -212280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -212291.703125 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -212291.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212299.718750 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -212299.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -212306.625000 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -212306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212311.890625 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -212311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -212321.125000 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -212321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212326.203125 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -212326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212331.359375 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -212331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -212337.531250 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -212337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -212340.671875 Penalty: 3668.582275
	Iteration 21Q: 3 clusters Score -212340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212342.234375 Penalty: 3668.582275
	Iteration 22Q: 3 clusters Score -212342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212345.875000 Penalty: 3668.582275
	Iteration 23Q: 3 clusters Score -212345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -212347.187500 Penalty: 3668.582275
	Iteration 24Q: 3 clusters Score -212347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212348.140625 Penalty: 3668.582275
	Iteration 25Q: 3 clusters Score -212348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212348.140625 Penalty: 3668.582275
	Iteration 26F: 3 clusters Score -212348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Entering Unmasked Estep 
Score: -23555192.000000 Penalty: 2997.235352
	Iteration 0F: 2 clusters Score -2.355519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -23442276.000000 Penalty: 5994.470703
	Iteration 0F: 3 clusters Score -2.344228e+07 nChanged 85131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -23492710.000000 Penalty: 5994.470703
	Iteration 1F: 3 clusters Score -2.349271e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -23494516.000000 Penalty: 5994.470703
	Iteration 2Q: 3 clusters Score -2.349452e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -23497420.000000 Penalty: 5994.470703
	Iteration 3Q: 3 clusters Score -2.349742e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -23502204.000000 Penalty: 5994.470703
	Iteration 4F: 3 clusters Score -2.35022e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -23510426.000000 Penalty: 5994.470703
	Iteration 5F: 3 clusters Score -2.351043e+07 nChanged 13850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -23521982.000000 Penalty: 5994.470703
	Iteration 6F: 3 clusters Score -2.352198e+07 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -23534528.000000 Penalty: 5994.470703
	Iteration 7F: 3 clusters Score -2.353453e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142386 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -23545286.000000 Penalty: 5994.470703
	Iteration 8F: 3 clusters Score -2.354529e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -23550410.000000 Penalty: 5994.470703
	Iteration 9Q: 3 clusters Score -2.355041e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -23552374.000000 Penalty: 5994.470703
	Iteration 10Q: 3 clusters Score -2.355237e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -23553496.000000 Penalty: 5994.470703
	Iteration 11Q: 3 clusters Score -2.35535e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152424 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -23554188.000000 Penalty: 5994.470703
	Iteration 12Q: 3 clusters Score -2.355419e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -23554670.000000 Penalty: 5994.470703
	Iteration 13Q: 3 clusters Score -2.355467e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -23554948.000000 Penalty: 5994.470703
	Iteration 14Q: 3 clusters Score -2.355495e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -23555168.000000 Penalty: 5994.470703
	Iteration 15Q: 3 clusters Score -2.355517e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157284 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -23555334.000000 Penalty: 5994.470703
	Iteration 16Q: 3 clusters Score -2.355533e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 5994.470703
	Iteration 17Q: 3 clusters Score -2.355537e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -23555416.000000 Penalty: 5994.470703
	Iteration 18Q: 3 clusters Score -2.355542e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -23555512.000000 Penalty: 5994.470703
	Iteration 19Q: 3 clusters Score -2.355551e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -23555480.000000 Penalty: 5994.470703
	Iteration 20F: 3 clusters Score -2.355548e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -23555450.000000 Penalty: 5994.470703
	Iteration 21Q: 3 clusters Score -2.355545e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -23555512.000000 Penalty: 5994.470703
	Iteration 22Q: 3 clusters Score -2.355551e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162128 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -23555450.000000 Penalty: 5994.470703
	Iteration 23Q: 3 clusters Score -2.355545e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162589 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 5994.470703
	Iteration 24Q: 3 clusters Score -2.355542e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -23555460.000000 Penalty: 5994.470703
	Iteration 25Q: 3 clusters Score -2.355546e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -23555374.000000 Penalty: 5994.470703
	Iteration 26Q: 3 clusters Score -2.355537e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -23555454.000000 Penalty: 5994.470703
	Iteration 27Q: 3 clusters Score -2.355545e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -23555416.000000 Penalty: 5994.470703
	Iteration 28Q: 3 clusters Score -2.355542e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164502 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -23555410.000000 Penalty: 5994.470703
	Iteration 29Q: 3 clusters Score -2.355541e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -23555404.000000 Penalty: 5994.470703
	Iteration 30Q: 3 clusters Score -2.35554e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -23555412.000000 Penalty: 5994.470703
	Iteration 31Q: 3 clusters Score -2.355541e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -23555404.000000 Penalty: 5994.470703
	Iteration 32Q: 3 clusters Score -2.35554e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -23555378.000000 Penalty: 5994.470703
	Iteration 33Q: 3 clusters Score -2.355538e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -23555376.000000 Penalty: 5994.470703
	Iteration 34Q: 3 clusters Score -2.355538e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -23555258.000000 Penalty: 5994.470703
	Iteration 35Q: 3 clusters Score -2.355526e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -23555202.000000 Penalty: 5994.470703
	Iteration 36Q: 3 clusters Score -2.35552e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166685 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -23555188.000000 Penalty: 5994.470703
	Iteration 37Q: 3 clusters Score -2.355519e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -23555132.000000 Penalty: 5994.470703
	Iteration 38Q: 3 clusters Score -2.355513e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -23555140.000000 Penalty: 5994.470703
	Iteration 39Q: 3 clusters Score -2.355514e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -23555134.000000 Penalty: 5994.470703
	Iteration 40F: 3 clusters Score -2.355513e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -23555116.000000 Penalty: 5994.470703
	Iteration 41Q: 3 clusters Score -2.355512e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -23555122.000000 Penalty: 5994.470703
	Iteration 42Q: 3 clusters Score -2.355512e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -23555144.000000 Penalty: 5994.470703
	Iteration 43Q: 3 clusters Score -2.355514e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -23555100.000000 Penalty: 5994.470703
	Iteration 44Q: 3 clusters Score -2.35551e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -23555096.000000 Penalty: 5994.470703
	Iteration 45Q: 3 clusters Score -2.35551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168002 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -23555100.000000 Penalty: 5994.470703
	Iteration 46Q: 3 clusters Score -2.35551e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -23555146.000000 Penalty: 5994.470703
	Iteration 47Q: 3 clusters Score -2.355515e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -23555174.000000 Penalty: 5994.470703
	Iteration 48Q: 3 clusters Score -2.355517e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -23555116.000000 Penalty: 5994.470703
	Iteration 49Q: 3 clusters Score -2.355512e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -23555082.000000 Penalty: 5994.470703
	Iteration 50Q: 3 clusters Score -2.355508e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -23555104.000000 Penalty: 5994.470703
	Iteration 51Q: 3 clusters Score -2.35551e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -23555086.000000 Penalty: 5994.470703
	Iteration 52Q: 3 clusters Score -2.355509e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -23555074.000000 Penalty: 5994.470703
	Iteration 53Q: 3 clusters Score -2.355507e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -23555036.000000 Penalty: 5994.470703
	Iteration 54Q: 3 clusters Score -2.355504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -23555048.000000 Penalty: 5994.470703
	Iteration 55Q: 3 clusters Score -2.355505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169058 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -23555022.000000 Penalty: 5994.470703
	Iteration 56Q: 3 clusters Score -2.355502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -23555046.000000 Penalty: 5994.470703
	Iteration 57Q: 3 clusters Score -2.355505e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -23555042.000000 Penalty: 5994.470703
	Iteration 58Q: 3 clusters Score -2.355504e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -23555030.000000 Penalty: 5994.470703
	Iteration 59Q: 3 clusters Score -2.355503e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -23555042.000000 Penalty: 5994.470703
	Iteration 60F: 3 clusters Score -2.355504e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -23555044.000000 Penalty: 5994.470703
	Iteration 61Q: 3 clusters Score -2.355504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -23555016.000000 Penalty: 5994.470703
	Iteration 62Q: 3 clusters Score -2.355502e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -23555052.000000 Penalty: 5994.470703
	Iteration 63Q: 3 clusters Score -2.355505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -23555040.000000 Penalty: 5994.470703
	Iteration 64Q: 3 clusters Score -2.355504e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -23555058.000000 Penalty: 5994.470703
	Iteration 65Q: 3 clusters Score -2.355506e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -23555034.000000 Penalty: 5994.470703
	Iteration 66Q: 3 clusters Score -2.355503e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -23555012.000000 Penalty: 5994.470703
	Iteration 67Q: 3 clusters Score -2.355501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169949 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -23555030.000000 Penalty: 5994.470703
	Iteration 68Q: 3 clusters Score -2.355503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -23554980.000000 Penalty: 5994.470703
	Iteration 69Q: 3 clusters Score -2.355498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -23554976.000000 Penalty: 5994.470703
	Iteration 70Q: 3 clusters Score -2.355498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -23554988.000000 Penalty: 5994.470703
	Iteration 71Q: 3 clusters Score -2.355499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -23554988.000000 Penalty: 5994.470703
	Iteration 72Q: 3 clusters Score -2.355499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -23554990.000000 Penalty: 5994.470703
	Iteration 73Q: 3 clusters Score -2.355499e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -23554990.000000 Penalty: 5994.470703
	Iteration 74Q: 3 clusters Score -2.355499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -23554994.000000 Penalty: 5994.470703
	Iteration 75Q: 3 clusters Score -2.355499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170282 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -23555008.000000 Penalty: 5994.470703
	Iteration 76Q: 3 clusters Score -2.355501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170328 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -23554974.000000 Penalty: 5994.470703
	Iteration 77Q: 3 clusters Score -2.355497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -23554960.000000 Penalty: 5994.470703
	Iteration 78Q: 3 clusters Score -2.355496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -23554974.000000 Penalty: 5994.470703
	Iteration 79Q: 3 clusters Score -2.355497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170452 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -23554946.000000 Penalty: 5994.470703
	Iteration 80F: 3 clusters Score -2.355495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -23554986.000000 Penalty: 5994.470703
	Iteration 81Q: 3 clusters Score -2.355499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -23554962.000000 Penalty: 5994.470703
	Iteration 82Q: 3 clusters Score -2.355496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -23554948.000000 Penalty: 5994.470703
	Iteration 83Q: 3 clusters Score -2.355495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -23554948.000000 Penalty: 5994.470703
	Iteration 84Q: 3 clusters Score -2.355495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -23554956.000000 Penalty: 5994.470703
	Iteration 85Q: 3 clusters Score -2.355496e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170666 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -23554944.000000 Penalty: 5994.470703
	Iteration 86Q: 3 clusters Score -2.355494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -23554958.000000 Penalty: 5994.470703
	Iteration 87Q: 3 clusters Score -2.355496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -23554932.000000 Penalty: 5994.470703
	Iteration 88Q: 3 clusters Score -2.355493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -23554932.000000 Penalty: 5994.470703
	Iteration 89Q: 3 clusters Score -2.355493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170756 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -23554952.000000 Penalty: 5994.470703
	Iteration 90Q: 3 clusters Score -2.355495e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -23554938.000000 Penalty: 5994.470703
	Iteration 91Q: 3 clusters Score -2.355494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -23554924.000000 Penalty: 5994.470703
	Iteration 92Q: 3 clusters Score -2.355492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -23554908.000000 Penalty: 5994.470703
	Iteration 93Q: 3 clusters Score -2.355491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170808 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -23554902.000000 Penalty: 5994.470703
	Iteration 94Q: 3 clusters Score -2.35549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -23554880.000000 Penalty: 5994.470703
	Iteration 95Q: 3 clusters Score -2.355488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -23554870.000000 Penalty: 5994.470703
	Iteration 96Q: 3 clusters Score -2.355487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -23554872.000000 Penalty: 5994.470703
	Iteration 97Q: 3 clusters Score -2.355487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -23554888.000000 Penalty: 5994.470703
	Iteration 98Q: 3 clusters Score -2.355489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -23554872.000000 Penalty: 5994.470703
	Iteration 99Q: 3 clusters Score -2.355487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -23554892.000000 Penalty: 5994.470703
	Iteration 100F: 3 clusters Score -2.355489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -23554886.000000 Penalty: 5994.470703
	Iteration 101Q: 3 clusters Score -2.355489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -23554898.000000 Penalty: 5994.470703
	Iteration 102Q: 3 clusters Score -2.35549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -23554894.000000 Penalty: 5994.470703
	Iteration 103Q: 3 clusters Score -2.355489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170941 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -23554894.000000 Penalty: 5994.470703
	Iteration 104Q: 3 clusters Score -2.355489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -23554912.000000 Penalty: 5994.470703
	Iteration 105Q: 3 clusters Score -2.355491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -23554886.000000 Penalty: 5994.470703
	Iteration 106Q: 3 clusters Score -2.355489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -23554878.000000 Penalty: 5994.470703
	Iteration 107Q: 3 clusters Score -2.355488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -23554874.000000 Penalty: 5994.470703
	Iteration 108Q: 3 clusters Score -2.355487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170982 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -23554864.000000 Penalty: 5994.470703
	Iteration 109Q: 3 clusters Score -2.355486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -23554872.000000 Penalty: 5994.470703
	Iteration 110Q: 3 clusters Score -2.355487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -23554872.000000 Penalty: 5994.470703
	Iteration 111Q: 3 clusters Score -2.355487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -23554858.000000 Penalty: 5994.470703
	Iteration 112Q: 3 clusters Score -2.355486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171012 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -23554860.000000 Penalty: 5994.470703
	Iteration 113Q: 3 clusters Score -2.355486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -23554844.000000 Penalty: 5994.470703
	Iteration 114Q: 3 clusters Score -2.355484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -23554852.000000 Penalty: 5994.470703
	Iteration 115Q: 3 clusters Score -2.355485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -23554854.000000 Penalty: 5994.470703
	Iteration 116Q: 3 clusters Score -2.355485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -23554854.000000 Penalty: 5994.470703
	Iteration 117F: 3 clusters Score -2.355485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Entering Unmasked Estep 
Score: -8378750.500000 Penalty: 2738.386719
	Iteration 0F: 2 clusters Score -8378750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -8336964.500000 Penalty: 5476.773438
	Iteration 0F: 3 clusters Score -8336964 nChanged 29077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -8353149.500000 Penalty: 5476.773438
	Iteration 1F: 3 clusters Score -8353150 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -8353685.500000 Penalty: 5476.773438
	Iteration 2Q: 3 clusters Score -8353686 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -8354229.000000 Penalty: 5476.773438
	Iteration 3Q: 3 clusters Score -8354229 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -8354779.500000 Penalty: 5476.773438
	Iteration 4Q: 3 clusters Score -8354780 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -8355562.500000 Penalty: 5476.773438
	Iteration 5Q: 3 clusters Score -8355562 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8356699.500000 Penalty: 5476.773438
	Iteration 6Q: 3 clusters Score -8356700 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -8358591.500000 Penalty: 5476.773438
	Iteration 7F: 3 clusters Score -8358592 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -8361224.500000 Penalty: 5476.773438
	Iteration 8F: 3 clusters Score -8361224 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -8364757.500000 Penalty: 5476.773438
	Iteration 9F: 3 clusters Score -8364758 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8368492.500000 Penalty: 5476.773438
	Iteration 10F: 3 clusters Score -8368492 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -8371593.500000 Penalty: 5476.773438
	Iteration 11F: 3 clusters Score -8371594 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8373742.500000 Penalty: 5476.773438
	Iteration 12Q: 3 clusters Score -8373742 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8374911.500000 Penalty: 5476.773438
	Iteration 13Q: 3 clusters Score -8374912 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8375554.500000 Penalty: 5476.773438
	Iteration 14Q: 3 clusters Score -8375554 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8375891.500000 Penalty: 5476.773438
	Iteration 15Q: 3 clusters Score -8375892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8376117.500000 Penalty: 5476.773438
	Iteration 16Q: 3 clusters Score -8376118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8376219.500000 Penalty: 5476.773438
	Iteration 17Q: 3 clusters Score -8376220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8376310.000000 Penalty: 5476.773438
	Iteration 18Q: 3 clusters Score -8376310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8376362.000000 Penalty: 5476.773438
	Iteration 19Q: 3 clusters Score -8376362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8376402.000000 Penalty: 5476.773438
	Iteration 20F: 3 clusters Score -8376402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8376423.500000 Penalty: 5476.773438
	Iteration 21Q: 3 clusters Score -8376424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8376446.000000 Penalty: 5476.773438
	Iteration 22Q: 3 clusters Score -8376446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8376466.000000 Penalty: 5476.773438
	Iteration 23Q: 3 clusters Score -8376466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8376472.500000 Penalty: 5476.773438
	Iteration 24Q: 3 clusters Score -8376472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8376476.500000 Penalty: 5476.773438
	Iteration 25Q: 3 clusters Score -8376476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8376486.000000 Penalty: 5476.773438
	Iteration 26Q: 3 clusters Score -8376486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8376481.500000 Penalty: 5476.773438
	Iteration 27Q: 3 clusters Score -8376482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8376493.000000 Penalty: 5476.773438
	Iteration 28Q: 3 clusters Score -8376493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8376492.000000 Penalty: 5476.773438
	Iteration 29Q: 3 clusters Score -8376492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8376486.000000 Penalty: 5476.773438
	Iteration 30Q: 3 clusters Score -8376486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8376491.500000 Penalty: 5476.773438
	Iteration 31Q: 3 clusters Score -8376492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8376497.000000 Penalty: 5476.773438
	Iteration 32Q: 3 clusters Score -8376497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8376496.000000 Penalty: 5476.773438
	Iteration 33Q: 3 clusters Score -8376496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8376500.000000 Penalty: 5476.773438
	Iteration 34Q: 3 clusters Score -8376500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8376500.000000 Penalty: 5476.773438
	Iteration 35F: 3 clusters Score -8376500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -24851.517578 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -24851.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23666.255859 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -23666.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23719.960938 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23719.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23738.560547 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -23738.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23752.464844 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -23752.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23752.464844 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -23752.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155831 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56165 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186056 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153165 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62435 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240240.000000 Penalty: 72127.992188
Iteration 199Q: 22 clusters Score -1.352402e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155830 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56165 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177302 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240256.000000 Penalty: 72127.992188
Iteration 200F: 22 clusters Score -1.352403e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155830 members 
Mstep: Class 3 contains 47062 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56167 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186057 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177301 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240240.000000 Penalty: 72127.992188
Iteration 201Q: 22 clusters Score -1.352402e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155829 members 
Mstep: Class 3 contains 47062 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20136 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153166 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177299 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240256.000000 Penalty: 72127.992188
Iteration 202Q: 22 clusters Score -1.352403e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155828 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20135 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153169 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177299 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240224.000000 Penalty: 72127.992188
Iteration 203Q: 22 clusters Score -1.352402e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155829 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20132 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153167 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146328 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177303 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240208.000000 Penalty: 72127.992188
Iteration 204Q: 22 clusters Score -1.352402e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155829 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20131 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153167 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240224.000000 Penalty: 72127.992188
Iteration 205Q: 22 clusters Score -1.352402e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155830 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186058 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153167 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240240.000000 Penalty: 72127.992188
Iteration 206Q: 22 clusters Score -1.352402e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155828 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153168 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240240.000000 Penalty: 72127.992188
Iteration 207Q: 22 clusters Score -1.352402e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155827 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20131 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153169 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240272.000000 Penalty: 72127.992188
Iteration 208Q: 22 clusters Score -1.352403e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 155827 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 20131 members 
Mstep: Class 7 contains 56169 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 186059 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 153169 members 
Mstep: Class 14 contains 358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 10916 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 22 contains 177305 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135240272.000000 Penalty: 72127.992188
Iteration 209F: 22 clusters Score -1.352403e+08 nChanged 0
Entering ConstructFrom: 
Score: -135240272.000000 Penalty: 72127.992188
Entering ConstructFrom: 
Trying to split cluster 1 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -596569.750000 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -596569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -592207.687500 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -592207.7 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -593414.875000 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -593414.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -593788.250000 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -593788.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -594058.125000 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -594058.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -594270.500000 Penalty: 4192.357910
	Iteration 4F: 3 clusters Score -594270.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -594451.875000 Penalty: 4192.357910
	Iteration 5Q: 3 clusters Score -594451.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -594604.812500 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -594604.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -594721.750000 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -594721.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -594835.937500 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -594835.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -594927.312500 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -594927.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -594992.812500 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -594992.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -595043.687500 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -595043.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -595078.250000 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -595078.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -595105.375000 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -595105.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -595122.250000 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -595122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -595136.187500 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -595136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -595151.000000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -595151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -595160.187500 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -595160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -595167.875000 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -595167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -595172.562500 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -595172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -595177.125000 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -595177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -595180.000000 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -595180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -595179.937500 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -595179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -595179.937500 Penalty: 4192.357910
	Iteration 23F: 3 clusters Score -595179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (155827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Entering Unmasked Estep 
Score: -20814468.000000 Penalty: 2965.212402
	Iteration 0F: 2 clusters Score -2.081447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -20715886.000000 Penalty: 5930.424805
	Iteration 0F: 3 clusters Score -2.071589e+07 nChanged 74374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -20759084.000000 Penalty: 5930.424805
	Iteration 1F: 3 clusters Score -2.075908e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -20760776.000000 Penalty: 5930.424805
	Iteration 2Q: 3 clusters Score -2.076078e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -20763654.000000 Penalty: 5930.424805
	Iteration 3Q: 3 clusters Score -2.076365e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -20769146.000000 Penalty: 5930.424805
	Iteration 4F: 3 clusters Score -2.076915e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -20778710.000000 Penalty: 5930.424805
	Iteration 5F: 3 clusters Score -2.077871e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130014 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -20790876.000000 Penalty: 5930.424805
	Iteration 6F: 3 clusters Score -2.079088e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -20801248.000000 Penalty: 5930.424805
	Iteration 7F: 3 clusters Score -2.080125e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -20807210.000000 Penalty: 5930.424805
	Iteration 8Q: 3 clusters Score -2.080721e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153043 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -20809898.000000 Penalty: 5930.424805
	Iteration 9Q: 3 clusters Score -2.08099e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154383 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20810888.000000 Penalty: 5930.424805
	Iteration 10Q: 3 clusters Score -2.081089e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20811410.000000 Penalty: 5930.424805
	Iteration 11Q: 3 clusters Score -2.081141e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -20811656.000000 Penalty: 5930.424805
	Iteration 12Q: 3 clusters Score -2.081166e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20811780.000000 Penalty: 5930.424805
	Iteration 13Q: 3 clusters Score -2.081178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20811860.000000 Penalty: 5930.424805
	Iteration 14Q: 3 clusters Score -2.081186e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20811896.000000 Penalty: 5930.424805
	Iteration 15Q: 3 clusters Score -2.08119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20811918.000000 Penalty: 5930.424805
	Iteration 16Q: 3 clusters Score -2.081192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20811934.000000 Penalty: 5930.424805
	Iteration 17Q: 3 clusters Score -2.081193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155313 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20811952.000000 Penalty: 5930.424805
	Iteration 18Q: 3 clusters Score -2.081195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20811962.000000 Penalty: 5930.424805
	Iteration 19Q: 3 clusters Score -2.081196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20811962.000000 Penalty: 5930.424805
	Iteration 20F: 3 clusters Score -2.081196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20811956.000000 Penalty: 5930.424805
	Iteration 21Q: 3 clusters Score -2.081196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20811964.000000 Penalty: 5930.424805
	Iteration 22Q: 3 clusters Score -2.081196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20811976.000000 Penalty: 5930.424805
	Iteration 23Q: 3 clusters Score -2.081198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20811992.000000 Penalty: 5930.424805
	Iteration 24Q: 3 clusters Score -2.081199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20812004.000000 Penalty: 5930.424805
	Iteration 25Q: 3 clusters Score -2.0812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20812004.000000 Penalty: 5930.424805
	Iteration 26Q: 3 clusters Score -2.0812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20812004.000000 Penalty: 5930.424805
	Iteration 27Q: 3 clusters Score -2.0812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20812010.000000 Penalty: 5930.424805
	Iteration 28Q: 3 clusters Score -2.081201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20812010.000000 Penalty: 5930.424805
	Iteration 29F: 3 clusters Score -2.081201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Entering Unmasked Estep 
Score: -6333445.500000 Penalty: 2668.276367
	Iteration 0F: 2 clusters Score -6333446 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 23582 members 
Entering Unmasked Estep 
Score: -6301729.500000 Penalty: 5336.552734
	Iteration 0F: 3 clusters Score -6301730 nChanged 21622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6313448.000000 Penalty: 5336.552734
	Iteration 1F: 3 clusters Score -6313448 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6313909.500000 Penalty: 5336.552734
	Iteration 2Q: 3 clusters Score -6313910 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -6314306.500000 Penalty: 5336.552734
	Iteration 3Q: 3 clusters Score -6314306 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6314679.500000 Penalty: 5336.552734
	Iteration 4Q: 3 clusters Score -6314680 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -6315058.500000 Penalty: 5336.552734
	Iteration 5Q: 3 clusters Score -6315058 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6315413.000000 Penalty: 5336.552734
	Iteration 6Q: 3 clusters Score -6315413 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -6315939.500000 Penalty: 5336.552734
	Iteration 7Q: 3 clusters Score -6315940 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6316710.000000 Penalty: 5336.552734
	Iteration 8Q: 3 clusters Score -6316710 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6317858.000000 Penalty: 5336.552734
	Iteration 9Q: 3 clusters Score -6317858 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6319651.000000 Penalty: 5336.552734
	Iteration 10F: 3 clusters Score -6319651 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -6322069.000000 Penalty: 5336.552734
	Iteration 11F: 3 clusters Score -6322069 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -6324642.500000 Penalty: 5336.552734
	Iteration 12F: 3 clusters Score -6324642 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6326903.000000 Penalty: 5336.552734
	Iteration 13F: 3 clusters Score -6326903 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -6328500.000000 Penalty: 5336.552734
	Iteration 14Q: 3 clusters Score -6328500 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -6329483.500000 Penalty: 5336.552734
	Iteration 15Q: 3 clusters Score -6329484 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -6330066.000000 Penalty: 5336.552734
	Iteration 16Q: 3 clusters Score -6330066 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -6330473.000000 Penalty: 5336.552734
	Iteration 17Q: 3 clusters Score -6330473 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6330709.500000 Penalty: 5336.552734
	Iteration 18Q: 3 clusters Score -6330710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6330830.500000 Penalty: 5336.552734
	Iteration 19Q: 3 clusters Score -6330830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6330906.500000 Penalty: 5336.552734
	Iteration 20F: 3 clusters Score -6330906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6330967.500000 Penalty: 5336.552734
	Iteration 21Q: 3 clusters Score -6330968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6331003.500000 Penalty: 5336.552734
	Iteration 22Q: 3 clusters Score -6331004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -6331037.500000 Penalty: 5336.552734
	Iteration 23Q: 3 clusters Score -6331038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6331056.500000 Penalty: 5336.552734
	Iteration 24Q: 3 clusters Score -6331056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -6331079.500000 Penalty: 5336.552734
	Iteration 25Q: 3 clusters Score -6331080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -6331095.000000 Penalty: 5336.552734
	Iteration 26Q: 3 clusters Score -6331095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6331098.500000 Penalty: 5336.552734
	Iteration 27Q: 3 clusters Score -6331098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -6331106.500000 Penalty: 5336.552734
	Iteration 28Q: 3 clusters Score -6331106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6331119.500000 Penalty: 5336.552734
	Iteration 29Q: 3 clusters Score -6331120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -6331119.500000 Penalty: 5336.552734
	Iteration 30Q: 3 clusters Score -6331120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6331119.000000 Penalty: 5336.552734
	Iteration 31Q: 3 clusters Score -6331119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6331124.500000 Penalty: 5336.552734
	Iteration 32Q: 3 clusters Score -6331124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6331131.000000 Penalty: 5336.552734
	Iteration 33Q: 3 clusters Score -6331131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -6331130.000000 Penalty: 5336.552734
	Iteration 34Q: 3 clusters Score -6331130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6331136.000000 Penalty: 5336.552734
	Iteration 35Q: 3 clusters Score -6331136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6331134.000000 Penalty: 5336.552734
	Iteration 36Q: 3 clusters Score -6331134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6331137.000000 Penalty: 5336.552734
	Iteration 37Q: 3 clusters Score -6331137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6331137.000000 Penalty: 5336.552734
	Iteration 38F: 3 clusters Score -6331137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -113417.421875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -113417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111564.085938 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -111564.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111926.304688 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -111926.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112073.000000 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -112073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112173.828125 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -112173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112243.523438 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -112243.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112288.687500 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -112288.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112391.828125 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -112391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112477.515625 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -112477.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112528.398438 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -112528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112561.023438 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -112561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112575.164062 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -112575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112585.671875 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -112585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112598.632812 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -112598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112602.382812 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -112602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112605.320312 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -112605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112607.101562 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -112607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112607.101562 Penalty: 3394.500000
	Iteration 16F: 3 clusters Score -112607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -23655.191406 Penalty: 1334.214478
	Iteration 0F: 2 clusters Score -23655.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22531.205078 Penalty: 2668.428955
	Iteration 0F: 3 clusters Score -22531.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22605.318359 Penalty: 2668.428955
	Iteration 1F: 3 clusters Score -22605.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22637.898438 Penalty: 2668.428955
	Iteration 2Q: 3 clusters Score -22637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22637.898438 Penalty: 2668.428955
	Iteration 3F: 3 clusters Score -22637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Entering Unmasked Estep 
Score: -2549424.500000 Penalty: 2457.684082
	Iteration 0F: 2 clusters Score -2549424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2535232.500000 Penalty: 4915.368164
	Iteration 0F: 3 clusters Score -2535232 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2539873.000000 Penalty: 4915.368164
	Iteration 1F: 3 clusters Score -2539873 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2540303.000000 Penalty: 4915.368164
	Iteration 2F: 3 clusters Score -2540303 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2540691.750000 Penalty: 4915.368164
	Iteration 3Q: 3 clusters Score -2540692 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2541049.500000 Penalty: 4915.368164
	Iteration 4Q: 3 clusters Score -2541050 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2541387.250000 Penalty: 4915.368164
	Iteration 5Q: 3 clusters Score -2541387 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2541756.250000 Penalty: 4915.368164
	Iteration 6Q: 3 clusters Score -2541756 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2542163.000000 Penalty: 4915.368164
	Iteration 7Q: 3 clusters Score -2542163 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2542704.500000 Penalty: 4915.368164
	Iteration 8Q: 3 clusters Score -2542704 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2543343.000000 Penalty: 4915.368164
	Iteration 9F: 3 clusters Score -2543343 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2543987.250000 Penalty: 4915.368164
	Iteration 10F: 3 clusters Score -2543987 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2544520.000000 Penalty: 4915.368164
	Iteration 11Q: 3 clusters Score -2544520 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2544956.250000 Penalty: 4915.368164
	Iteration 12Q: 3 clusters Score -2544956 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2545312.750000 Penalty: 4915.368164
	Iteration 13Q: 3 clusters Score -2545313 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2545566.500000 Penalty: 4915.368164
	Iteration 14Q: 3 clusters Score -2545566 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2545717.500000 Penalty: 4915.368164
	Iteration 15Q: 3 clusters Score -2545718 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2545829.000000 Penalty: 4915.368164
	Iteration 16Q: 3 clusters Score -2545829 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2545929.750000 Penalty: 4915.368164
	Iteration 17Q: 3 clusters Score -2545930 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2546035.000000 Penalty: 4915.368164
	Iteration 18Q: 3 clusters Score -2546035 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2546112.250000 Penalty: 4915.368164
	Iteration 19Q: 3 clusters Score -2546112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2546193.000000 Penalty: 4915.368164
	Iteration 20F: 3 clusters Score -2546193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2546270.000000 Penalty: 4915.368164
	Iteration 21Q: 3 clusters Score -2546270 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2546336.250000 Penalty: 4915.368164
	Iteration 22Q: 3 clusters Score -2546336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2546402.750000 Penalty: 4915.368164
	Iteration 23Q: 3 clusters Score -2546403 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2546457.500000 Penalty: 4915.368164
	Iteration 24Q: 3 clusters Score -2546458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2546537.500000 Penalty: 4915.368164
	Iteration 25Q: 3 clusters Score -2546538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2546608.500000 Penalty: 4915.368164
	Iteration 26Q: 3 clusters Score -2546608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2546681.250000 Penalty: 4915.368164
	Iteration 27Q: 3 clusters Score -2546681 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2546756.750000 Penalty: 4915.368164
	Iteration 28Q: 3 clusters Score -2546757 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2546834.250000 Penalty: 4915.368164
	Iteration 29Q: 3 clusters Score -2546834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2546915.250000 Penalty: 4915.368164
	Iteration 30Q: 3 clusters Score -2546915 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2546987.000000 Penalty: 4915.368164
	Iteration 31Q: 3 clusters Score -2546987 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2547034.500000 Penalty: 4915.368164
	Iteration 32Q: 3 clusters Score -2547034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2547074.750000 Penalty: 4915.368164
	Iteration 33Q: 3 clusters Score -2547075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2547115.250000 Penalty: 4915.368164
	Iteration 34Q: 3 clusters Score -2547115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2547152.750000 Penalty: 4915.368164
	Iteration 35Q: 3 clusters Score -2547153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2547186.250000 Penalty: 4915.368164
	Iteration 36Q: 3 clusters Score -2547186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2547213.000000 Penalty: 4915.368164
	Iteration 37Q: 3 clusters Score -2547213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2547245.500000 Penalty: 4915.368164
	Iteration 38Q: 3 clusters Score -2547246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2547277.500000 Penalty: 4915.368164
	Iteration 39Q: 3 clusters Score -2547278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2547308.250000 Penalty: 4915.368164
	Iteration 40F: 3 clusters Score -2547308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2547336.000000 Penalty: 4915.368164
	Iteration 41Q: 3 clusters Score -2547336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2547356.750000 Penalty: 4915.368164
	Iteration 42Q: 3 clusters Score -2547357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2547367.500000 Penalty: 4915.368164
	Iteration 43Q: 3 clusters Score -2547368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2547386.000000 Penalty: 4915.368164
	Iteration 44Q: 3 clusters Score -2547386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2547398.500000 Penalty: 4915.368164
	Iteration 45Q: 3 clusters Score -2547398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2547400.750000 Penalty: 4915.368164
	Iteration 46Q: 3 clusters Score -2547401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2547414.000000 Penalty: 4915.368164
	Iteration 47Q: 3 clusters Score -2547414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2547423.000000 Penalty: 4915.368164
	Iteration 48Q: 3 clusters Score -2547423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2547436.500000 Penalty: 4915.368164
	Iteration 49Q: 3 clusters Score -2547436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2547440.000000 Penalty: 4915.368164
	Iteration 50Q: 3 clusters Score -2547440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2547454.500000 Penalty: 4915.368164
	Iteration 51Q: 3 clusters Score -2547454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2547464.000000 Penalty: 4915.368164
	Iteration 52Q: 3 clusters Score -2547464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2547471.500000 Penalty: 4915.368164
	Iteration 53Q: 3 clusters Score -2547472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2547474.500000 Penalty: 4915.368164
	Iteration 54Q: 3 clusters Score -2547474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2547476.500000 Penalty: 4915.368164
	Iteration 55Q: 3 clusters Score -2547476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2547486.250000 Penalty: 4915.368164
	Iteration 56Q: 3 clusters Score -2547486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2547487.500000 Penalty: 4915.368164
	Iteration 57Q: 3 clusters Score -2547488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2547493.250000 Penalty: 4915.368164
	Iteration 58Q: 3 clusters Score -2547493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2547493.500000 Penalty: 4915.368164
	Iteration 59Q: 3 clusters Score -2547494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2547494.500000 Penalty: 4915.368164
	Iteration 60F: 3 clusters Score -2547494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2547497.750000 Penalty: 4915.368164
	Iteration 61Q: 3 clusters Score -2547498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2547504.000000 Penalty: 4915.368164
	Iteration 62Q: 3 clusters Score -2547504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2547507.250000 Penalty: 4915.368164
	Iteration 63Q: 3 clusters Score -2547507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2547506.250000 Penalty: 4915.368164
	Iteration 64Q: 3 clusters Score -2547506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2547512.500000 Penalty: 4915.368164
	Iteration 65Q: 3 clusters Score -2547512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2547516.250000 Penalty: 4915.368164
	Iteration 66Q: 3 clusters Score -2547516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2547518.500000 Penalty: 4915.368164
	Iteration 67Q: 3 clusters Score -2547518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2547517.250000 Penalty: 4915.368164
	Iteration 68Q: 3 clusters Score -2547517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2547514.500000 Penalty: 4915.368164
	Iteration 69Q: 3 clusters Score -2547514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2547514.000000 Penalty: 4915.368164
	Iteration 70Q: 3 clusters Score -2547514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2547516.000000 Penalty: 4915.368164
	Iteration 71Q: 3 clusters Score -2547516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2547516.250000 Penalty: 4915.368164
	Iteration 72Q: 3 clusters Score -2547516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2547518.750000 Penalty: 4915.368164
	Iteration 73Q: 3 clusters Score -2547519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2547519.500000 Penalty: 4915.368164
	Iteration 74Q: 3 clusters Score -2547520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2547522.000000 Penalty: 4915.368164
	Iteration 75Q: 3 clusters Score -2547522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2547522.000000 Penalty: 4915.368164
	Iteration 76Q: 3 clusters Score -2547522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2547525.750000 Penalty: 4915.368164
	Iteration 77Q: 3 clusters Score -2547526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2547526.000000 Penalty: 4915.368164
	Iteration 78Q: 3 clusters Score -2547526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2547526.750000 Penalty: 4915.368164
	Iteration 79Q: 3 clusters Score -2547527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2547528.250000 Penalty: 4915.368164
	Iteration 80F: 3 clusters Score -2547528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2547528.500000 Penalty: 4915.368164
	Iteration 81Q: 3 clusters Score -2547528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2547528.500000 Penalty: 4915.368164
	Iteration 82F: 3 clusters Score -2547528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Entering Unmasked Estep 
Score: -7279513.000000 Penalty: 2712.157715
	Iteration 0F: 2 clusters Score -7279513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -7241721.500000 Penalty: 5424.315430
	Iteration 0F: 3 clusters Score -7241722 nChanged 26054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -7256124.000000 Penalty: 5424.315430
	Iteration 1F: 3 clusters Score -7256124 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7256569.500000 Penalty: 5424.315430
	Iteration 2Q: 3 clusters Score -7256570 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7257000.000000 Penalty: 5424.315430
	Iteration 3Q: 3 clusters Score -7257000 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -7257376.000000 Penalty: 5424.315430
	Iteration 4Q: 3 clusters Score -7257376 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -7257774.500000 Penalty: 5424.315430
	Iteration 5Q: 3 clusters Score -7257774 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -7258205.000000 Penalty: 5424.315430
	Iteration 6Q: 3 clusters Score -7258205 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -7258755.000000 Penalty: 5424.315430
	Iteration 7Q: 3 clusters Score -7258755 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -7259488.000000 Penalty: 5424.315430
	Iteration 8Q: 3 clusters Score -7259488 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -7260328.500000 Penalty: 5424.315430
	Iteration 9Q: 3 clusters Score -7260328 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -7261443.000000 Penalty: 5424.315430
	Iteration 10Q: 3 clusters Score -7261443 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7262818.000000 Penalty: 5424.315430
	Iteration 11Q: 3 clusters Score -7262818 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -7264570.000000 Penalty: 5424.315430
	Iteration 12F: 3 clusters Score -7264570 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7266537.500000 Penalty: 5424.315430
	Iteration 13F: 3 clusters Score -7266538 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7268555.500000 Penalty: 5424.315430
	Iteration 14F: 3 clusters Score -7268556 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -7270143.000000 Penalty: 5424.315430
	Iteration 15Q: 3 clusters Score -7270143 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7271455.000000 Penalty: 5424.315430
	Iteration 16Q: 3 clusters Score -7271455 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -7272447.000000 Penalty: 5424.315430
	Iteration 17Q: 3 clusters Score -7272447 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7273175.500000 Penalty: 5424.315430
	Iteration 18Q: 3 clusters Score -7273176 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -7273810.500000 Penalty: 5424.315430
	Iteration 19Q: 3 clusters Score -7273810 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7274311.000000 Penalty: 5424.315430
	Iteration 20F: 3 clusters Score -7274311 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7274774.500000 Penalty: 5424.315430
	Iteration 21Q: 3 clusters Score -7274774 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -7275162.000000 Penalty: 5424.315430
	Iteration 22Q: 3 clusters Score -7275162 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -7275513.000000 Penalty: 5424.315430
	Iteration 23Q: 3 clusters Score -7275513 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -7275802.000000 Penalty: 5424.315430
	Iteration 24Q: 3 clusters Score -7275802 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -7276047.500000 Penalty: 5424.315430
	Iteration 25Q: 3 clusters Score -7276048 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -7276291.000000 Penalty: 5424.315430
	Iteration 26Q: 3 clusters Score -7276291 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -7276438.000000 Penalty: 5424.315430
	Iteration 27Q: 3 clusters Score -7276438 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -7276643.000000 Penalty: 5424.315430
	Iteration 28Q: 3 clusters Score -7276643 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7276822.000000 Penalty: 5424.315430
	Iteration 29Q: 3 clusters Score -7276822 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -7276929.500000 Penalty: 5424.315430
	Iteration 30Q: 3 clusters Score -7276930 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -7277026.000000 Penalty: 5424.315430
	Iteration 31Q: 3 clusters Score -7277026 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -7277117.500000 Penalty: 5424.315430
	Iteration 32Q: 3 clusters Score -7277118 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -7277183.500000 Penalty: 5424.315430
	Iteration 33Q: 3 clusters Score -7277184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -7277247.500000 Penalty: 5424.315430
	Iteration 34Q: 3 clusters Score -7277248 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -7277322.500000 Penalty: 5424.315430
	Iteration 35Q: 3 clusters Score -7277322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -7277413.500000 Penalty: 5424.315430
	Iteration 36Q: 3 clusters Score -7277414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -7277465.000000 Penalty: 5424.315430
	Iteration 37Q: 3 clusters Score -7277465 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -7277490.000000 Penalty: 5424.315430
	Iteration 38Q: 3 clusters Score -7277490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -7277508.500000 Penalty: 5424.315430
	Iteration 39Q: 3 clusters Score -7277508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -7277549.000000 Penalty: 5424.315430
	Iteration 40F: 3 clusters Score -7277549 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -7277561.500000 Penalty: 5424.315430
	Iteration 41Q: 3 clusters Score -7277562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -7277590.000000 Penalty: 5424.315430
	Iteration 42Q: 3 clusters Score -7277590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -7277627.500000 Penalty: 5424.315430
	Iteration 43Q: 3 clusters Score -7277628 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -7277651.000000 Penalty: 5424.315430
	Iteration 44Q: 3 clusters Score -7277651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -7277679.000000 Penalty: 5424.315430
	Iteration 45Q: 3 clusters Score -7277679 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -7277697.500000 Penalty: 5424.315430
	Iteration 46Q: 3 clusters Score -7277698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -7277721.500000 Penalty: 5424.315430
	Iteration 47Q: 3 clusters Score -7277722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -7277729.000000 Penalty: 5424.315430
	Iteration 48Q: 3 clusters Score -7277729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -7277740.000000 Penalty: 5424.315430
	Iteration 49Q: 3 clusters Score -7277740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7277744.000000 Penalty: 5424.315430
	Iteration 50Q: 3 clusters Score -7277744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -7277759.500000 Penalty: 5424.315430
	Iteration 51Q: 3 clusters Score -7277760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -7277775.500000 Penalty: 5424.315430
	Iteration 52Q: 3 clusters Score -7277776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -7277789.000000 Penalty: 5424.315430
	Iteration 53Q: 3 clusters Score -7277789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -7277787.000000 Penalty: 5424.315430
	Iteration 54Q: 3 clusters Score -7277787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -7277804.000000 Penalty: 5424.315430
	Iteration 55Q: 3 clusters Score -7277804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7277815.000000 Penalty: 5424.315430
	Iteration 56Q: 3 clusters Score -7277815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -7277811.000000 Penalty: 5424.315430
	Iteration 57Q: 3 clusters Score -7277811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7277810.500000 Penalty: 5424.315430
	Iteration 58Q: 3 clusters Score -7277810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -7277808.500000 Penalty: 5424.315430
	Iteration 59Q: 3 clusters Score -7277808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -7277815.500000 Penalty: 5424.315430
	Iteration 60F: 3 clusters Score -7277816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7277809.000000 Penalty: 5424.315430
	Iteration 61Q: 3 clusters Score -7277809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -7277816.000000 Penalty: 5424.315430
	Iteration 62Q: 3 clusters Score -7277816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -7277814.000000 Penalty: 5424.315430
	Iteration 63Q: 3 clusters Score -7277814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7277812.000000 Penalty: 5424.315430
	Iteration 64Q: 3 clusters Score -7277812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -7277812.500000 Penalty: 5424.315430
	Iteration 65Q: 3 clusters Score -7277812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7277816.000000 Penalty: 5424.315430
	Iteration 66Q: 3 clusters Score -7277816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7277817.500000 Penalty: 5424.315430
	Iteration 67Q: 3 clusters Score -7277818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7277820.000000 Penalty: 5424.315430
	Iteration 68Q: 3 clusters Score -7277820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7277820.500000 Penalty: 5424.315430
	Iteration 69Q: 3 clusters Score -7277820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7277820.500000 Penalty: 5424.315430
	Iteration 70Q: 3 clusters Score -7277820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -7277822.500000 Penalty: 5424.315430
	Iteration 71Q: 3 clusters Score -7277822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -7277830.000000 Penalty: 5424.315430
	Iteration 72Q: 3 clusters Score -7277830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -7277829.500000 Penalty: 5424.315430
	Iteration 73Q: 3 clusters Score -7277830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -7277827.000000 Penalty: 5424.315430
	Iteration 74Q: 3 clusters Score -7277827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -7277823.500000 Penalty: 5424.315430
	Iteration 75Q: 3 clusters Score -7277824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7277823.000000 Penalty: 5424.315430
	Iteration 76Q: 3 clusters Score -7277823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -7277827.000000 Penalty: 5424.315430
	Iteration 77Q: 3 clusters Score -7277827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -7277823.000000 Penalty: 5424.315430
	Iteration 78Q: 3 clusters Score -7277823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -7277829.000000 Penalty: 5424.315430
	Iteration 79Q: 3 clusters Score -7277829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7277827.500000 Penalty: 5424.315430
	Iteration 80F: 3 clusters Score -7277828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7277830.000000 Penalty: 5424.315430
	Iteration 81Q: 3 clusters Score -7277830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7277830.000000 Penalty: 5424.315430
	Iteration 82Q: 3 clusters Score -7277830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -7277828.000000 Penalty: 5424.315430
	Iteration 83Q: 3 clusters Score -7277828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7277828.000000 Penalty: 5424.315430
	Iteration 84Q: 3 clusters Score -7277828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -7277828.000000 Penalty: 5424.315430
	Iteration 85Q: 3 clusters Score -7277828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -7277828.000000 Penalty: 5424.315430
	Iteration 86F: 3 clusters Score -7277828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -176759.750000 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -176759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174575.453125 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -174575.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -174950.390625 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -174950.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175036.531250 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -175036.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175079.234375 Penalty: 3575.098633
	Iteration 3Q: 3 clusters Score -175079.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175100.468750 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -175100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175108.031250 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -175108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175115.640625 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -175115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175122.359375 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -175122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175127.078125 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -175127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175131.671875 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -175131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175134.140625 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -175134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175138.187500 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -175138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175142.234375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -175142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175143.359375 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -175143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175143.359375 Penalty: 3575.098633
	Iteration 14F: 3 clusters Score -175143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186059 members 
Entering Unmasked Estep 
Score: -24713804.000000 Penalty: 3009.187256
	Iteration 0F: 2 clusters Score -2.47138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -24592298.000000 Penalty: 6018.374512
	Iteration 0F: 3 clusters Score -2.45923e+07 nChanged 89700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -24644780.000000 Penalty: 6018.374512
	Iteration 1F: 3 clusters Score -2.464478e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -24646048.000000 Penalty: 6018.374512
	Iteration 2Q: 3 clusters Score -2.464605e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -24647428.000000 Penalty: 6018.374512
	Iteration 3Q: 3 clusters Score -2.464743e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -24649512.000000 Penalty: 6018.374512
	Iteration 4Q: 3 clusters Score -2.464951e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -24652678.000000 Penalty: 6018.374512
	Iteration 5Q: 3 clusters Score -2.465268e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -24657064.000000 Penalty: 6018.374512
	Iteration 6Q: 3 clusters Score -2.465706e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -24663284.000000 Penalty: 6018.374512
	Iteration 7F: 3 clusters Score -2.466328e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -24671772.000000 Penalty: 6018.374512
	Iteration 8F: 3 clusters Score -2.467177e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -24681224.000000 Penalty: 6018.374512
	Iteration 9F: 3 clusters Score -2.468122e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -24688060.000000 Penalty: 6018.374512
	Iteration 10F: 3 clusters Score -2.468806e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -24691318.000000 Penalty: 6018.374512
	Iteration 11Q: 3 clusters Score -2.469132e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -24692592.000000 Penalty: 6018.374512
	Iteration 12Q: 3 clusters Score -2.469259e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -24693196.000000 Penalty: 6018.374512
	Iteration 13Q: 3 clusters Score -2.46932e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -24693880.000000 Penalty: 6018.374512
	Iteration 14Q: 3 clusters Score -2.469388e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -24694542.000000 Penalty: 6018.374512
	Iteration 15Q: 3 clusters Score -2.469454e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 110274 members 
Entering Unmasked Estep 
Score: -24695034.000000 Penalty: 6018.374512
	Iteration 16Q: 3 clusters Score -2.469503e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -24695676.000000 Penalty: 6018.374512
	Iteration 17Q: 3 clusters Score -2.469568e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -24696250.000000 Penalty: 6018.374512
	Iteration 18Q: 3 clusters Score -2.469625e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -24696786.000000 Penalty: 6018.374512
	Iteration 19Q: 3 clusters Score -2.469679e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -24697264.000000 Penalty: 6018.374512
	Iteration 20F: 3 clusters Score -2.469726e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 116143 members 
Entering Unmasked Estep 
Score: -24697472.000000 Penalty: 6018.374512
	Iteration 21Q: 3 clusters Score -2.469747e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -24697802.000000 Penalty: 6018.374512
	Iteration 22Q: 3 clusters Score -2.46978e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 118449 members 
Entering Unmasked Estep 
Score: -24698116.000000 Penalty: 6018.374512
	Iteration 23Q: 3 clusters Score -2.469812e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 119599 members 
Entering Unmasked Estep 
Score: -24698304.000000 Penalty: 6018.374512
	Iteration 24Q: 3 clusters Score -2.46983e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -24698538.000000 Penalty: 6018.374512
	Iteration 25Q: 3 clusters Score -2.469854e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -24698784.000000 Penalty: 6018.374512
	Iteration 26Q: 3 clusters Score -2.469878e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -24698932.000000 Penalty: 6018.374512
	Iteration 27Q: 3 clusters Score -2.469893e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 124030 members 
Entering Unmasked Estep 
Score: -24699112.000000 Penalty: 6018.374512
	Iteration 28Q: 3 clusters Score -2.469911e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -24699190.000000 Penalty: 6018.374512
	Iteration 29Q: 3 clusters Score -2.469919e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -24699248.000000 Penalty: 6018.374512
	Iteration 30Q: 3 clusters Score -2.469925e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -24699360.000000 Penalty: 6018.374512
	Iteration 31Q: 3 clusters Score -2.469936e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -24699454.000000 Penalty: 6018.374512
	Iteration 32Q: 3 clusters Score -2.469945e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -24699702.000000 Penalty: 6018.374512
	Iteration 33Q: 3 clusters Score -2.46997e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 130649 members 
Entering Unmasked Estep 
Score: -24699968.000000 Penalty: 6018.374512
	Iteration 34Q: 3 clusters Score -2.469997e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -24700114.000000 Penalty: 6018.374512
	Iteration 35Q: 3 clusters Score -2.470011e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -24700372.000000 Penalty: 6018.374512
	Iteration 36Q: 3 clusters Score -2.470037e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 134369 members 
Entering Unmasked Estep 
Score: -24700600.000000 Penalty: 6018.374512
	Iteration 37Q: 3 clusters Score -2.47006e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -24700858.000000 Penalty: 6018.374512
	Iteration 38Q: 3 clusters Score -2.470086e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -24701084.000000 Penalty: 6018.374512
	Iteration 39Q: 3 clusters Score -2.470108e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 138592 members 
Entering Unmasked Estep 
Score: -24701386.000000 Penalty: 6018.374512
	Iteration 40F: 3 clusters Score -2.470139e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -24701568.000000 Penalty: 6018.374512
	Iteration 41Q: 3 clusters Score -2.470157e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 141344 members 
Entering Unmasked Estep 
Score: -24701736.000000 Penalty: 6018.374512
	Iteration 42Q: 3 clusters Score -2.470174e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 142745 members 
Entering Unmasked Estep 
Score: -24701942.000000 Penalty: 6018.374512
	Iteration 43Q: 3 clusters Score -2.470194e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 144205 members 
Entering Unmasked Estep 
Score: -24702176.000000 Penalty: 6018.374512
	Iteration 44Q: 3 clusters Score -2.470218e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -24702530.000000 Penalty: 6018.374512
	Iteration 45Q: 3 clusters Score -2.470253e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -24702838.000000 Penalty: 6018.374512
	Iteration 46Q: 3 clusters Score -2.470284e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -24703058.000000 Penalty: 6018.374512
	Iteration 47Q: 3 clusters Score -2.470306e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -24703398.000000 Penalty: 6018.374512
	Iteration 48Q: 3 clusters Score -2.47034e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -24703834.000000 Penalty: 6018.374512
	Iteration 49Q: 3 clusters Score -2.470383e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -24704258.000000 Penalty: 6018.374512
	Iteration 50Q: 3 clusters Score -2.470426e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 156477 members 
Entering Unmasked Estep 
Score: -24704596.000000 Penalty: 6018.374512
	Iteration 51Q: 3 clusters Score -2.47046e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 158601 members 
Entering Unmasked Estep 
Score: -24705128.000000 Penalty: 6018.374512
	Iteration 52Q: 3 clusters Score -2.470513e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 160805 members 
Entering Unmasked Estep 
Score: -24705750.000000 Penalty: 6018.374512
	Iteration 53Q: 3 clusters Score -2.470575e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -24706216.000000 Penalty: 6018.374512
	Iteration 54Q: 3 clusters Score -2.470622e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -24706680.000000 Penalty: 6018.374512
	Iteration 55Q: 3 clusters Score -2.470668e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 167143 members 
Entering Unmasked Estep 
Score: -24707278.000000 Penalty: 6018.374512
	Iteration 56Q: 3 clusters Score -2.470728e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -24707700.000000 Penalty: 6018.374512
	Iteration 57Q: 3 clusters Score -2.47077e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -24708168.000000 Penalty: 6018.374512
	Iteration 58Q: 3 clusters Score -2.470817e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -24708720.000000 Penalty: 6018.374512
	Iteration 59Q: 3 clusters Score -2.470872e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -24709144.000000 Penalty: 6018.374512
	Iteration 60F: 3 clusters Score -2.470914e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 175589 members 
Entering Unmasked Estep 
Score: -24709510.000000 Penalty: 6018.374512
	Iteration 61Q: 3 clusters Score -2.470951e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -24709872.000000 Penalty: 6018.374512
	Iteration 62Q: 3 clusters Score -2.470987e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -24710108.000000 Penalty: 6018.374512
	Iteration 63Q: 3 clusters Score -2.471011e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 178904 members 
Entering Unmasked Estep 
Score: -24710440.000000 Penalty: 6018.374512
	Iteration 64Q: 3 clusters Score -2.471044e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 179746 members 
Entering Unmasked Estep 
Score: -24710682.000000 Penalty: 6018.374512
	Iteration 65Q: 3 clusters Score -2.471068e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -24710944.000000 Penalty: 6018.374512
	Iteration 66Q: 3 clusters Score -2.471094e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -24711106.000000 Penalty: 6018.374512
	Iteration 67Q: 3 clusters Score -2.471111e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 181581 members 
Entering Unmasked Estep 
Score: -24711230.000000 Penalty: 6018.374512
	Iteration 68Q: 3 clusters Score -2.471123e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 181989 members 
Entering Unmasked Estep 
Score: -24711236.000000 Penalty: 6018.374512
	Iteration 69Q: 3 clusters Score -2.471124e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 182345 members 
Entering Unmasked Estep 
Score: -24711342.000000 Penalty: 6018.374512
	Iteration 70Q: 3 clusters Score -2.471134e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -24711446.000000 Penalty: 6018.374512
	Iteration 71Q: 3 clusters Score -2.471145e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -24711494.000000 Penalty: 6018.374512
	Iteration 72Q: 3 clusters Score -2.471149e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 183116 members 
Entering Unmasked Estep 
Score: -24711518.000000 Penalty: 6018.374512
	Iteration 73Q: 3 clusters Score -2.471152e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -24711604.000000 Penalty: 6018.374512
	Iteration 74Q: 3 clusters Score -2.47116e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -24711616.000000 Penalty: 6018.374512
	Iteration 75Q: 3 clusters Score -2.471162e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 183574 members 
Entering Unmasked Estep 
Score: -24711612.000000 Penalty: 6018.374512
	Iteration 76Q: 3 clusters Score -2.471161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 183680 members 
Entering Unmasked Estep 
Score: -24711648.000000 Penalty: 6018.374512
	Iteration 77Q: 3 clusters Score -2.471165e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 183762 members 
Entering Unmasked Estep 
Score: -24711688.000000 Penalty: 6018.374512
	Iteration 78Q: 3 clusters Score -2.471169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 183843 members 
Entering Unmasked Estep 
Score: -24711694.000000 Penalty: 6018.374512
	Iteration 79Q: 3 clusters Score -2.471169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -24711672.000000 Penalty: 6018.374512
	Iteration 80F: 3 clusters Score -2.471167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 183986 members 
Entering Unmasked Estep 
Score: -24711654.000000 Penalty: 6018.374512
	Iteration 81Q: 3 clusters Score -2.471165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -24711700.000000 Penalty: 6018.374512
	Iteration 82Q: 3 clusters Score -2.47117e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 184085 members 
Entering Unmasked Estep 
Score: -24711680.000000 Penalty: 6018.374512
	Iteration 83Q: 3 clusters Score -2.471168e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -24711668.000000 Penalty: 6018.374512
	Iteration 84Q: 3 clusters Score -2.471167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 184156 members 
Entering Unmasked Estep 
Score: -24711654.000000 Penalty: 6018.374512
	Iteration 85Q: 3 clusters Score -2.471165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -24711646.000000 Penalty: 6018.374512
	Iteration 86Q: 3 clusters Score -2.471165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 184200 members 
Entering Unmasked Estep 
Score: -24711642.000000 Penalty: 6018.374512
	Iteration 87Q: 3 clusters Score -2.471164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 184226 members 
Entering Unmasked Estep 
Score: -24711638.000000 Penalty: 6018.374512
	Iteration 88Q: 3 clusters Score -2.471164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 184247 members 
Entering Unmasked Estep 
Score: -24711648.000000 Penalty: 6018.374512
	Iteration 89Q: 3 clusters Score -2.471165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 184261 members 
Entering Unmasked Estep 
Score: -24711636.000000 Penalty: 6018.374512
	Iteration 90Q: 3 clusters Score -2.471164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 184271 members 
Entering Unmasked Estep 
Score: -24711632.000000 Penalty: 6018.374512
	Iteration 91Q: 3 clusters Score -2.471163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 184276 members 
Entering Unmasked Estep 
Score: -24711642.000000 Penalty: 6018.374512
	Iteration 92Q: 3 clusters Score -2.471164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 184276 members 
Entering Unmasked Estep 
Score: -24711634.000000 Penalty: 6018.374512
	Iteration 93Q: 3 clusters Score -2.471163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 184280 members 
Entering Unmasked Estep 
Score: -24711634.000000 Penalty: 6018.374512
	Iteration 94Q: 3 clusters Score -2.471163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -24711640.000000 Penalty: 6018.374512
	Iteration 95Q: 3 clusters Score -2.471164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 184294 members 
Entering Unmasked Estep 
Score: -24711616.000000 Penalty: 6018.374512
	Iteration 96Q: 3 clusters Score -2.471162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 184301 members 
Entering Unmasked Estep 
Score: -24711620.000000 Penalty: 6018.374512
	Iteration 97Q: 3 clusters Score -2.471162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 184303 members 
Entering Unmasked Estep 
Score: -24711622.000000 Penalty: 6018.374512
	Iteration 98Q: 3 clusters Score -2.471162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -24711618.000000 Penalty: 6018.374512
	Iteration 99Q: 3 clusters Score -2.471162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 184305 members 
Entering Unmasked Estep 
Score: -24711622.000000 Penalty: 6018.374512
	Iteration 100F: 3 clusters Score -2.471162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 184306 members 
Entering Unmasked Estep 
Score: -24711630.000000 Penalty: 6018.374512
	Iteration 101Q: 3 clusters Score -2.471163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -24711628.000000 Penalty: 6018.374512
	Iteration 102Q: 3 clusters Score -2.471163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 184309 members 
Entering Unmasked Estep 
Score: -24711630.000000 Penalty: 6018.374512
	Iteration 103Q: 3 clusters Score -2.471163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 184311 members 
Entering Unmasked Estep 
Score: -24711632.000000 Penalty: 6018.374512
	Iteration 104Q: 3 clusters Score -2.471163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 184314 members 
Entering Unmasked Estep 
Score: -24711632.000000 Penalty: 6018.374512
	Iteration 105Q: 3 clusters Score -2.471163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 184316 members 
Entering Unmasked Estep 
Score: -24711640.000000 Penalty: 6018.374512
	Iteration 106Q: 3 clusters Score -2.471164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 184317 members 
Entering Unmasked Estep 
Score: -24711634.000000 Penalty: 6018.374512
	Iteration 107Q: 3 clusters Score -2.471163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 184320 members 
Entering Unmasked Estep 
Score: -24711636.000000 Penalty: 6018.374512
	Iteration 108Q: 3 clusters Score -2.471164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 184323 members 
Entering Unmasked Estep 
Score: -24711640.000000 Penalty: 6018.374512
	Iteration 109Q: 3 clusters Score -2.471164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 184326 members 
Entering Unmasked Estep 
Score: -24711646.000000 Penalty: 6018.374512
	Iteration 110Q: 3 clusters Score -2.471165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 184329 members 
Entering Unmasked Estep 
Score: -24711648.000000 Penalty: 6018.374512
	Iteration 111Q: 3 clusters Score -2.471165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -24711654.000000 Penalty: 6018.374512
	Iteration 112Q: 3 clusters Score -2.471165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 184337 members 
Entering Unmasked Estep 
Score: -24711622.000000 Penalty: 6018.374512
	Iteration 113Q: 3 clusters Score -2.471162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -24711622.000000 Penalty: 6018.374512
	Iteration 114Q: 3 clusters Score -2.471162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -24711626.000000 Penalty: 6018.374512
	Iteration 115Q: 3 clusters Score -2.471163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 184351 members 
Entering Unmasked Estep 
Score: -24711634.000000 Penalty: 6018.374512
	Iteration 116Q: 3 clusters Score -2.471163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 184352 members 
Entering Unmasked Estep 
Score: -24711638.000000 Penalty: 6018.374512
	Iteration 117Q: 3 clusters Score -2.471164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -24711620.000000 Penalty: 6018.374512
	Iteration 118Q: 3 clusters Score -2.471162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -24711620.000000 Penalty: 6018.374512
	Iteration 119F: 3 clusters Score -2.471162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -127961.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -127961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125979.953125 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -125980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -126298.039062 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -126298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126471.625000 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -126471.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126591.312500 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -126591.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126658.367188 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -126658.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126695.851562 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -126695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126725.562500 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -126725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126754.976562 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -126755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126778.156250 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -126778.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126792.257812 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -126792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126799.632812 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -126799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126808.304688 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -126808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -126819.523438 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -126819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126833.218750 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -126833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126842.953125 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -126843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126851.476562 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -126851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -126865.906250 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -126865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126878.429688 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -126878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -126887.703125 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -126887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126899.750000 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -126899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126910.406250 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -126910.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -126922.726562 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -126922.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126932.601562 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -126932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126940.781250 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -126940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -126945.617188 Penalty: 3447.604004
	Iteration 24Q: 3 clusters Score -126945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126956.023438 Penalty: 3447.604004
	Iteration 25Q: 3 clusters Score -126956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -126964.875000 Penalty: 3447.604004
	Iteration 26Q: 3 clusters Score -126964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126970.429688 Penalty: 3447.604004
	Iteration 27Q: 3 clusters Score -126970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126978.960938 Penalty: 3447.604004
	Iteration 28Q: 3 clusters Score -126979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126984.023438 Penalty: 3447.604004
	Iteration 29Q: 3 clusters Score -126984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126990.359375 Penalty: 3447.604004
	Iteration 30Q: 3 clusters Score -126990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126992.437500 Penalty: 3447.604004
	Iteration 31Q: 3 clusters Score -126992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126993.617188 Penalty: 3447.604004
	Iteration 32Q: 3 clusters Score -126993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126995.570312 Penalty: 3447.604004
	Iteration 33Q: 3 clusters Score -126995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126995.570312 Penalty: 3447.604004
	Iteration 34F: 3 clusters Score -126995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -912685.187500 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -912685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -907025.875000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -907025.9 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -908446.062500 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -908446.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -908664.062500 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -908664.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -908808.750000 Penalty: 4379.078125
	Iteration 3Q: 3 clusters Score -908808.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -908903.187500 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -908903.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -908962.187500 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -908962.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -909018.187500 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -909018.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -909070.625000 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -909070.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -909115.187500 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -909115.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -909161.562500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -909161.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -909195.375000 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -909195.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -909216.937500 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -909216.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -909236.937500 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -909236.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -909258.625000 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -909258.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -909279.250000 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -909279.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -909302.875000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -909302.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -909323.687500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -909323.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -909350.000000 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -909350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -909384.375000 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -909384.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -909419.437500 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -909419.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -909461.125000 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -909461.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -909510.437500 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -909510.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -909562.062500 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -909562.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -909621.937500 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -909621.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -909693.812500 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -909693.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -909772.875000 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -909772.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -909856.937500 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -909856.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -909957.687500 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -909957.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -910056.125000 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -910056.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -910134.812500 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -910134.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -910208.750000 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -910208.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -910288.312500 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -910288.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -910364.250000 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -910364.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -910418.187500 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -910418.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -910474.500000 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -910474.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -910535.937500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -910535.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -910580.187500 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -910580.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -910615.437500 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -910615.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -910646.125000 Penalty: 4379.078125
	Iteration 38Q: 3 clusters Score -910646.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -910668.625000 Penalty: 4379.078125
	Iteration 39Q: 3 clusters Score -910668.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -910699.375000 Penalty: 4379.078125
	Iteration 40F: 3 clusters Score -910699.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -910728.875000 Penalty: 4379.078125
	Iteration 41Q: 3 clusters Score -910728.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -910756.062500 Penalty: 4379.078125
	Iteration 42Q: 3 clusters Score -910756.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -910773.312500 Penalty: 4379.078125
	Iteration 43Q: 3 clusters Score -910773.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -910784.437500 Penalty: 4379.078125
	Iteration 44Q: 3 clusters Score -910784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -910788.000000 Penalty: 4379.078125
	Iteration 45Q: 3 clusters Score -910788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -910790.000000 Penalty: 4379.078125
	Iteration 46Q: 3 clusters Score -910790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -910792.625000 Penalty: 4379.078125
	Iteration 47Q: 3 clusters Score -910792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -910792.625000 Penalty: 4379.078125
	Iteration 48F: 3 clusters Score -910792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -89581.625000 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -89581.62 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 406 members 
Entering Unmasked Estep 
Score: -87821.531250 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -87821.53 nChanged 155
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: -88050.226562 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -88050.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88110.062500 Penalty: 3282.894531
	Iteration 2Q: 3 clusters Score -88110.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88152.054688 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -88152.05 nChanged 15
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: -88174.921875 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -88174.92 nChanged 6
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: -88186.648438 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -88186.65 nChanged 8
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: -88201.429688 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -88201.43 nChanged 4
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: -88206.679688 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -88206.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88210.015625 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -88210.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88217.171875 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -88217.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88219.429688 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -88219.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88219.429688 Penalty: 3282.894531
	Iteration 11F: 3 clusters Score -88219.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (153169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Entering Unmasked Estep 
Score: -20448974.000000 Penalty: 2960.945557
	Iteration 0F: 2 clusters Score -2.044897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -20351362.000000 Penalty: 5921.891113
	Iteration 0F: 3 clusters Score -2.035136e+07 nChanged 73091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -20393544.000000 Penalty: 5921.891113
	Iteration 1F: 3 clusters Score -2.039354e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -20394606.000000 Penalty: 5921.891113
	Iteration 2Q: 3 clusters Score -2.039461e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -20395810.000000 Penalty: 5921.891113
	Iteration 3Q: 3 clusters Score -2.039581e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -20397810.000000 Penalty: 5921.891113
	Iteration 4Q: 3 clusters Score -2.039781e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -20401214.000000 Penalty: 5921.891113
	Iteration 5Q: 3 clusters Score -2.040121e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -20407050.000000 Penalty: 5921.891113
	Iteration 6F: 3 clusters Score -2.040705e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 116501 members 
Entering Unmasked Estep 
Score: -20416296.000000 Penalty: 5921.891113
	Iteration 7F: 3 clusters Score -2.04163e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -20427080.000000 Penalty: 5921.891113
	Iteration 8F: 3 clusters Score -2.042708e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -20435536.000000 Penalty: 5921.891113
	Iteration 9F: 3 clusters Score -2.043554e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -20440680.000000 Penalty: 5921.891113
	Iteration 10Q: 3 clusters Score -2.044068e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -20443454.000000 Penalty: 5921.891113
	Iteration 11Q: 3 clusters Score -2.044345e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -20444850.000000 Penalty: 5921.891113
	Iteration 12Q: 3 clusters Score -2.044485e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -20445534.000000 Penalty: 5921.891113
	Iteration 13Q: 3 clusters Score -2.044553e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 151944 members 
Entering Unmasked Estep 
Score: -20445914.000000 Penalty: 5921.891113
	Iteration 14Q: 3 clusters Score -2.044591e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -20446158.000000 Penalty: 5921.891113
	Iteration 15Q: 3 clusters Score -2.044616e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -20446256.000000 Penalty: 5921.891113
	Iteration 16Q: 3 clusters Score -2.044626e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -20446346.000000 Penalty: 5921.891113
	Iteration 17Q: 3 clusters Score -2.044635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -20446394.000000 Penalty: 5921.891113
	Iteration 18Q: 3 clusters Score -2.044639e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -20446434.000000 Penalty: 5921.891113
	Iteration 19Q: 3 clusters Score -2.044643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -20446468.000000 Penalty: 5921.891113
	Iteration 20F: 3 clusters Score -2.044647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -20446492.000000 Penalty: 5921.891113
	Iteration 21Q: 3 clusters Score -2.044649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -20446522.000000 Penalty: 5921.891113
	Iteration 22Q: 3 clusters Score -2.044652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -20446524.000000 Penalty: 5921.891113
	Iteration 23Q: 3 clusters Score -2.044652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -20446534.000000 Penalty: 5921.891113
	Iteration 24Q: 3 clusters Score -2.044653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 152539 members 
Entering Unmasked Estep 
Score: -20446540.000000 Penalty: 5921.891113
	Iteration 25Q: 3 clusters Score -2.044654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 152544 members 
Entering Unmasked Estep 
Score: -20446550.000000 Penalty: 5921.891113
	Iteration 26Q: 3 clusters Score -2.044655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -20446552.000000 Penalty: 5921.891113
	Iteration 27Q: 3 clusters Score -2.044655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -20446550.000000 Penalty: 5921.891113
	Iteration 28Q: 3 clusters Score -2.044655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -20446556.000000 Penalty: 5921.891113
	Iteration 29Q: 3 clusters Score -2.044656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -20446560.000000 Penalty: 5921.891113
	Iteration 30Q: 3 clusters Score -2.044656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -20446578.000000 Penalty: 5921.891113
	Iteration 31Q: 3 clusters Score -2.044658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 152559 members 
Entering Unmasked Estep 
Score: -20446582.000000 Penalty: 5921.891113
	Iteration 32Q: 3 clusters Score -2.044658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -20446594.000000 Penalty: 5921.891113
	Iteration 33Q: 3 clusters Score -2.044659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 152564 members 
Entering Unmasked Estep 
Score: -20446588.000000 Penalty: 5921.891113
	Iteration 34Q: 3 clusters Score -2.044659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 152564 members 
Entering Unmasked Estep 
Score: -20446590.000000 Penalty: 5921.891113
	Iteration 35Q: 3 clusters Score -2.044659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 152564 members 
Entering Unmasked Estep 
Score: -20446588.000000 Penalty: 5921.891113
	Iteration 36Q: 3 clusters Score -2.044659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -20446580.000000 Penalty: 5921.891113
	Iteration 37Q: 3 clusters Score -2.044658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20446582.000000 Penalty: 5921.891113
	Iteration 38Q: 3 clusters Score -2.044658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20446582.000000 Penalty: 5921.891113
	Iteration 39Q: 3 clusters Score -2.044658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20446584.000000 Penalty: 5921.891113
	Iteration 40F: 3 clusters Score -2.044658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -20446584.000000 Penalty: 5921.891113
	Iteration 41Q: 3 clusters Score -2.044658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20446574.000000 Penalty: 5921.891113
	Iteration 42Q: 3 clusters Score -2.044657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20446574.000000 Penalty: 5921.891113
	Iteration 43F: 3 clusters Score -2.044657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -41310.792969 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -41310.79 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 172 members 
Entering Unmasked Estep 
Score: -39977.031250 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -39977.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40145.828125 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -40145.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40228.562500 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -40228.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40379.363281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -40379.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40425.640625 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -40425.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40458.875000 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -40458.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40467.812500 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -40467.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40474.347656 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -40474.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40475.195312 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -40475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40475.195312 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -40475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136446.078125 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -136446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134441.562500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -134441.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134793.453125 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -134793.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134896.125000 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -134896.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134944.500000 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -134944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134970.953125 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -134971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134992.703125 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -134992.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135008.390625 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -135008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135018.609375 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -135018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135026.546875 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -135026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135035.781250 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -135035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135041.421875 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -135041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135042.234375 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -135042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135042.234375 Penalty: 3474.871338
	Iteration 12F: 3 clusters Score -135042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Entering Unmasked Estep 
Score: -19494850.000000 Penalty: 2949.612793
	Iteration 0F: 2 clusters Score -1.949485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -19399754.000000 Penalty: 5899.225586
	Iteration 0F: 3 clusters Score -1.939975e+07 nChanged 70043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -19440744.000000 Penalty: 5899.225586
	Iteration 1F: 3 clusters Score -1.944074e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -19442094.000000 Penalty: 5899.225586
	Iteration 2Q: 3 clusters Score -1.944209e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -19444060.000000 Penalty: 5899.225586
	Iteration 3Q: 3 clusters Score -1.944406e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -19447092.000000 Penalty: 5899.225586
	Iteration 4Q: 3 clusters Score -1.944709e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
Score: -19451772.000000 Penalty: 5899.225586
	Iteration 5F: 3 clusters Score -1.945177e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -19459026.000000 Penalty: 5899.225586
	Iteration 6F: 3 clusters Score -1.945903e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -19467794.000000 Penalty: 5899.225586
	Iteration 7F: 3 clusters Score -1.946779e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -19476712.000000 Penalty: 5899.225586
	Iteration 8F: 3 clusters Score -1.947671e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -19483274.000000 Penalty: 5899.225586
	Iteration 9F: 3 clusters Score -1.948327e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -19487230.000000 Penalty: 5899.225586
	Iteration 10Q: 3 clusters Score -1.948723e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 136524 members 
Entering Unmasked Estep 
Score: -19489528.000000 Penalty: 5899.225586
	Iteration 11Q: 3 clusters Score -1.948953e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -19490936.000000 Penalty: 5899.225586
	Iteration 12Q: 3 clusters Score -1.949094e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -19491850.000000 Penalty: 5899.225586
	Iteration 13Q: 3 clusters Score -1.949185e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -19492350.000000 Penalty: 5899.225586
	Iteration 14Q: 3 clusters Score -1.949235e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -19492688.000000 Penalty: 5899.225586
	Iteration 15Q: 3 clusters Score -1.949269e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -19492978.000000 Penalty: 5899.225586
	Iteration 16Q: 3 clusters Score -1.949298e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -19493128.000000 Penalty: 5899.225586
	Iteration 17Q: 3 clusters Score -1.949313e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -19493192.000000 Penalty: 5899.225586
	Iteration 18Q: 3 clusters Score -1.949319e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -19493308.000000 Penalty: 5899.225586
	Iteration 19Q: 3 clusters Score -1.949331e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -19493366.000000 Penalty: 5899.225586
	Iteration 20F: 3 clusters Score -1.949337e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 141325 members 
Entering Unmasked Estep 
Score: -19493408.000000 Penalty: 5899.225586
	Iteration 21Q: 3 clusters Score -1.949341e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -19493434.000000 Penalty: 5899.225586
	Iteration 22Q: 3 clusters Score -1.949343e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -19493424.000000 Penalty: 5899.225586
	Iteration 23Q: 3 clusters Score -1.949342e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -19493448.000000 Penalty: 5899.225586
	Iteration 24Q: 3 clusters Score -1.949345e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -19493470.000000 Penalty: 5899.225586
	Iteration 25Q: 3 clusters Score -1.949347e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -19493468.000000 Penalty: 5899.225586
	Iteration 26Q: 3 clusters Score -1.949347e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -19493456.000000 Penalty: 5899.225586
	Iteration 27Q: 3 clusters Score -1.949346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -19493466.000000 Penalty: 5899.225586
	Iteration 28Q: 3 clusters Score -1.949347e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -19493460.000000 Penalty: 5899.225586
	Iteration 29Q: 3 clusters Score -1.949346e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -19493478.000000 Penalty: 5899.225586
	Iteration 30Q: 3 clusters Score -1.949348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -19493464.000000 Penalty: 5899.225586
	Iteration 31Q: 3 clusters Score -1.949346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
Score: -19493468.000000 Penalty: 5899.225586
	Iteration 32Q: 3 clusters Score -1.949347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -19493458.000000 Penalty: 5899.225586
	Iteration 33Q: 3 clusters Score -1.949346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -19493464.000000 Penalty: 5899.225586
	Iteration 34Q: 3 clusters Score -1.949346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -19493444.000000 Penalty: 5899.225586
	Iteration 35Q: 3 clusters Score -1.949344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -19493440.000000 Penalty: 5899.225586
	Iteration 36Q: 3 clusters Score -1.949344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 37Q: 3 clusters Score -1.949345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 141812 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 38Q: 3 clusters Score -1.949345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -19493426.000000 Penalty: 5899.225586
	Iteration 39Q: 3 clusters Score -1.949343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -19493442.000000 Penalty: 5899.225586
	Iteration 40F: 3 clusters Score -1.949344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 41Q: 3 clusters Score -1.949345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 141849 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 42Q: 3 clusters Score -1.949345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 141851 members 
Entering Unmasked Estep 
Score: -19493460.000000 Penalty: 5899.225586
	Iteration 43Q: 3 clusters Score -1.949346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
Score: -19493458.000000 Penalty: 5899.225586
	Iteration 44Q: 3 clusters Score -1.949346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 45Q: 3 clusters Score -1.949345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 141858 members 
Entering Unmasked Estep 
Score: -19493454.000000 Penalty: 5899.225586
	Iteration 46Q: 3 clusters Score -1.949345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 141862 members 
Entering Unmasked Estep 
Score: -19493454.000000 Penalty: 5899.225586
	Iteration 47Q: 3 clusters Score -1.949345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -19493450.000000 Penalty: 5899.225586
	Iteration 48Q: 3 clusters Score -1.949345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -19493454.000000 Penalty: 5899.225586
	Iteration 49Q: 3 clusters Score -1.949345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 141875 members 
Entering Unmasked Estep 
Score: -19493456.000000 Penalty: 5899.225586
	Iteration 50Q: 3 clusters Score -1.949346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 141875 members 
Entering Unmasked Estep 
Score: -19493448.000000 Penalty: 5899.225586
	Iteration 51Q: 3 clusters Score -1.949345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 141875 members 
Entering Unmasked Estep 
Score: -19493448.000000 Penalty: 5899.225586
	Iteration 52F: 3 clusters Score -1.949345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Entering Unmasked Estep 
Score: -1451690.000000 Penalty: 2305.900391
	Iteration 0F: 2 clusters Score -1451690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1443412.625000 Penalty: 4611.800781
	Iteration 0F: 3 clusters Score -1443413 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1445709.500000 Penalty: 4611.800781
	Iteration 1F: 3 clusters Score -1445710 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1445963.750000 Penalty: 4611.800781
	Iteration 2F: 3 clusters Score -1445964 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1446153.500000 Penalty: 4611.800781
	Iteration 3Q: 3 clusters Score -1446154 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1446321.500000 Penalty: 4611.800781
	Iteration 4Q: 3 clusters Score -1446322 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1446484.000000 Penalty: 4611.800781
	Iteration 5Q: 3 clusters Score -1446484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1446608.250000 Penalty: 4611.800781
	Iteration 6Q: 3 clusters Score -1446608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1446715.750000 Penalty: 4611.800781
	Iteration 7Q: 3 clusters Score -1446716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1446819.875000 Penalty: 4611.800781
	Iteration 8Q: 3 clusters Score -1446820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1446938.750000 Penalty: 4611.800781
	Iteration 9Q: 3 clusters Score -1446939 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1447080.125000 Penalty: 4611.800781
	Iteration 10Q: 3 clusters Score -1447080 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1447277.000000 Penalty: 4611.800781
	Iteration 11Q: 3 clusters Score -1447277 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1447503.500000 Penalty: 4611.800781
	Iteration 12Q: 3 clusters Score -1447504 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1447745.250000 Penalty: 4611.800781
	Iteration 13Q: 3 clusters Score -1447745 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1448022.125000 Penalty: 4611.800781
	Iteration 14Q: 3 clusters Score -1448022 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1448349.125000 Penalty: 4611.800781
	Iteration 15Q: 3 clusters Score -1448349 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1448664.125000 Penalty: 4611.800781
	Iteration 16Q: 3 clusters Score -1448664 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1448978.375000 Penalty: 4611.800781
	Iteration 17Q: 3 clusters Score -1448978 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1449235.875000 Penalty: 4611.800781
	Iteration 18Q: 3 clusters Score -1449236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1449391.625000 Penalty: 4611.800781
	Iteration 19Q: 3 clusters Score -1449392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1449493.250000 Penalty: 4611.800781
	Iteration 20F: 3 clusters Score -1449493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1449566.125000 Penalty: 4611.800781
	Iteration 21Q: 3 clusters Score -1449566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1449624.250000 Penalty: 4611.800781
	Iteration 22Q: 3 clusters Score -1449624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1449656.875000 Penalty: 4611.800781
	Iteration 23Q: 3 clusters Score -1449657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1449678.625000 Penalty: 4611.800781
	Iteration 24Q: 3 clusters Score -1449679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1449695.625000 Penalty: 4611.800781
	Iteration 25Q: 3 clusters Score -1449696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1449707.875000 Penalty: 4611.800781
	Iteration 26Q: 3 clusters Score -1449708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1449722.500000 Penalty: 4611.800781
	Iteration 27Q: 3 clusters Score -1449722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1449732.750000 Penalty: 4611.800781
	Iteration 28Q: 3 clusters Score -1449733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1449739.375000 Penalty: 4611.800781
	Iteration 29Q: 3 clusters Score -1449739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1449746.250000 Penalty: 4611.800781
	Iteration 30Q: 3 clusters Score -1449746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1449748.125000 Penalty: 4611.800781
	Iteration 31Q: 3 clusters Score -1449748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1449748.625000 Penalty: 4611.800781
	Iteration 32Q: 3 clusters Score -1449749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1449754.500000 Penalty: 4611.800781
	Iteration 33Q: 3 clusters Score -1449754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1449754.125000 Penalty: 4611.800781
	Iteration 34Q: 3 clusters Score -1449754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1449755.250000 Penalty: 4611.800781
	Iteration 35Q: 3 clusters Score -1449755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1449755.500000 Penalty: 4611.800781
	Iteration 36Q: 3 clusters Score -1449756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1449756.250000 Penalty: 4611.800781
	Iteration 37Q: 3 clusters Score -1449756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1449755.500000 Penalty: 4611.800781
	Iteration 38Q: 3 clusters Score -1449756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1449754.750000 Penalty: 4611.800781
	Iteration 39Q: 3 clusters Score -1449755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1449756.375000 Penalty: 4611.800781
	Iteration 40F: 3 clusters Score -1449756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1449755.000000 Penalty: 4611.800781
	Iteration 41Q: 3 clusters Score -1449755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1449755.875000 Penalty: 4611.800781
	Iteration 42Q: 3 clusters Score -1449756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1449758.125000 Penalty: 4611.800781
	Iteration 43Q: 3 clusters Score -1449758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1449756.875000 Penalty: 4611.800781
	Iteration 44Q: 3 clusters Score -1449757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1449757.750000 Penalty: 4611.800781
	Iteration 45Q: 3 clusters Score -1449758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1449757.750000 Penalty: 4611.800781
	Iteration 46F: 3 clusters Score -1449758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -213920.671875 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -213920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211572.343750 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -211572.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -212054.859375 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -212054.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212197.656250 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -212197.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -212269.078125 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -212269.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212305.625000 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -212305.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212333.781250 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -212333.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212352.421875 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -212352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212368.062500 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -212368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -212379.343750 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -212379.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -212388.578125 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -212388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -212393.203125 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -212393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212398.406250 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -212398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212402.781250 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -212402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -212406.125000 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -212406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212408.953125 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -212409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -212410.093750 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -212410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -212411.625000 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -212411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212412.218750 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -212412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212412.218750 Penalty: 3668.582275
	Iteration 18F: 3 clusters Score -212412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (177305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Entering Unmasked Estep 
Score: -23555246.000000 Penalty: 2997.235352
	Iteration 0F: 2 clusters Score -2.355525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -23442102.000000 Penalty: 5994.470703
	Iteration 0F: 3 clusters Score -2.34421e+07 nChanged 85097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -23492930.000000 Penalty: 5994.470703
	Iteration 1F: 3 clusters Score -2.349293e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -23495044.000000 Penalty: 5994.470703
	Iteration 2Q: 3 clusters Score -2.349504e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -23498360.000000 Penalty: 5994.470703
	Iteration 3Q: 3 clusters Score -2.349836e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -23504124.000000 Penalty: 5994.470703
	Iteration 4F: 3 clusters Score -2.350412e+07 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -23513682.000000 Penalty: 5994.470703
	Iteration 5F: 3 clusters Score -2.351368e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -23525450.000000 Penalty: 5994.470703
	Iteration 6F: 3 clusters Score -2.352545e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 141381 members 
Entering Unmasked Estep 
Score: -23537334.000000 Penalty: 5994.470703
	Iteration 7F: 3 clusters Score -2.353733e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -23545800.000000 Penalty: 5994.470703
	Iteration 8F: 3 clusters Score -2.35458e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -23550190.000000 Penalty: 5994.470703
	Iteration 9Q: 3 clusters Score -2.355019e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -23552070.000000 Penalty: 5994.470703
	Iteration 10Q: 3 clusters Score -2.355207e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -23553156.000000 Penalty: 5994.470703
	Iteration 11Q: 3 clusters Score -2.355316e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -23554066.000000 Penalty: 5994.470703
	Iteration 12Q: 3 clusters Score -2.355407e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 157488 members 
Entering Unmasked Estep 
Score: -23554626.000000 Penalty: 5994.470703
	Iteration 13Q: 3 clusters Score -2.355463e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -23554978.000000 Penalty: 5994.470703
	Iteration 14Q: 3 clusters Score -2.355498e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -23555090.000000 Penalty: 5994.470703
	Iteration 15Q: 3 clusters Score -2.355509e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -23555344.000000 Penalty: 5994.470703
	Iteration 16Q: 3 clusters Score -2.355534e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 160995 members 
Entering Unmasked Estep 
Score: -23555362.000000 Penalty: 5994.470703
	Iteration 17Q: 3 clusters Score -2.355536e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -23555414.000000 Penalty: 5994.470703
	Iteration 18Q: 3 clusters Score -2.355541e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 5994.470703
	Iteration 19Q: 3 clusters Score -2.355542e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -23555454.000000 Penalty: 5994.470703
	Iteration 20F: 3 clusters Score -2.355545e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 163296 members 
Entering Unmasked Estep 
Score: -23555478.000000 Penalty: 5994.470703
	Iteration 21Q: 3 clusters Score -2.355548e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -23555454.000000 Penalty: 5994.470703
	Iteration 22Q: 3 clusters Score -2.355545e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -23555426.000000 Penalty: 5994.470703
	Iteration 23Q: 3 clusters Score -2.355543e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -23555510.000000 Penalty: 5994.470703
	Iteration 24Q: 3 clusters Score -2.355551e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -23555478.000000 Penalty: 5994.470703
	Iteration 25Q: 3 clusters Score -2.355548e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -23555546.000000 Penalty: 5994.470703
	Iteration 26Q: 3 clusters Score -2.355555e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -23555492.000000 Penalty: 5994.470703
	Iteration 27Q: 3 clusters Score -2.355549e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 165860 members 
Entering Unmasked Estep 
Score: -23555408.000000 Penalty: 5994.470703
	Iteration 28Q: 3 clusters Score -2.355541e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -23555392.000000 Penalty: 5994.470703
	Iteration 29Q: 3 clusters Score -2.355539e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 166336 members 
Entering Unmasked Estep 
Score: -23555326.000000 Penalty: 5994.470703
	Iteration 30Q: 3 clusters Score -2.355533e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -23555276.000000 Penalty: 5994.470703
	Iteration 31Q: 3 clusters Score -2.355528e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -23555216.000000 Penalty: 5994.470703
	Iteration 32Q: 3 clusters Score -2.355522e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 166930 members 
Entering Unmasked Estep 
Score: -23555200.000000 Penalty: 5994.470703
	Iteration 33Q: 3 clusters Score -2.35552e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 167096 members 
Entering Unmasked Estep 
Score: -23555164.000000 Penalty: 5994.470703
	Iteration 34Q: 3 clusters Score -2.355516e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 167247 members 
Entering Unmasked Estep 
Score: -23555138.000000 Penalty: 5994.470703
	Iteration 35Q: 3 clusters Score -2.355514e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 167402 members 
Entering Unmasked Estep 
Score: -23555174.000000 Penalty: 5994.470703
	Iteration 36Q: 3 clusters Score -2.355517e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -23555156.000000 Penalty: 5994.470703
	Iteration 37Q: 3 clusters Score -2.355516e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -23555186.000000 Penalty: 5994.470703
	Iteration 38Q: 3 clusters Score -2.355519e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 167826 members 
Entering Unmasked Estep 
Score: -23555156.000000 Penalty: 5994.470703
	Iteration 39Q: 3 clusters Score -2.355516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -23555184.000000 Penalty: 5994.470703
	Iteration 40F: 3 clusters Score -2.355518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -23555224.000000 Penalty: 5994.470703
	Iteration 41Q: 3 clusters Score -2.355522e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 168189 members 
Entering Unmasked Estep 
Score: -23555180.000000 Penalty: 5994.470703
	Iteration 42Q: 3 clusters Score -2.355518e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -23555172.000000 Penalty: 5994.470703
	Iteration 43Q: 3 clusters Score -2.355517e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -23555162.000000 Penalty: 5994.470703
	Iteration 44Q: 3 clusters Score -2.355516e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -23555132.000000 Penalty: 5994.470703
	Iteration 45Q: 3 clusters Score -2.355513e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 168595 members 
Entering Unmasked Estep 
Score: -23555148.000000 Penalty: 5994.470703
	Iteration 46Q: 3 clusters Score -2.355515e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 168680 members 
Entering Unmasked Estep 
Score: -23555098.000000 Penalty: 5994.470703
	Iteration 47Q: 3 clusters Score -2.35551e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -23555082.000000 Penalty: 5994.470703
	Iteration 48Q: 3 clusters Score -2.355508e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 168840 members 
Entering Unmasked Estep 
Score: -23555072.000000 Penalty: 5994.470703
	Iteration 49Q: 3 clusters Score -2.355507e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 168941 members 
Entering Unmasked Estep 
Score: -23555086.000000 Penalty: 5994.470703
	Iteration 50Q: 3 clusters Score -2.355509e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -23555138.000000 Penalty: 5994.470703
	Iteration 51Q: 3 clusters Score -2.355514e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -23555100.000000 Penalty: 5994.470703
	Iteration 52Q: 3 clusters Score -2.35551e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -23555088.000000 Penalty: 5994.470703
	Iteration 53Q: 3 clusters Score -2.355509e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 169295 members 
Entering Unmasked Estep 
Score: -23555056.000000 Penalty: 5994.470703
	Iteration 54Q: 3 clusters Score -2.355506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23555072.000000 Penalty: 5994.470703
	Iteration 55Q: 3 clusters Score -2.355507e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -23555060.000000 Penalty: 5994.470703
	Iteration 56Q: 3 clusters Score -2.355506e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -23555074.000000 Penalty: 5994.470703
	Iteration 57Q: 3 clusters Score -2.355507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 169621 members 
Entering Unmasked Estep 
Score: -23555066.000000 Penalty: 5994.470703
	Iteration 58Q: 3 clusters Score -2.355507e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -23555102.000000 Penalty: 5994.470703
	Iteration 59Q: 3 clusters Score -2.35551e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -23555070.000000 Penalty: 5994.470703
	Iteration 60F: 3 clusters Score -2.355507e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -23555046.000000 Penalty: 5994.470703
	Iteration 61Q: 3 clusters Score -2.355505e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -23555070.000000 Penalty: 5994.470703
	Iteration 62Q: 3 clusters Score -2.355507e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -23555068.000000 Penalty: 5994.470703
	Iteration 63Q: 3 clusters Score -2.355507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23555028.000000 Penalty: 5994.470703
	Iteration 64Q: 3 clusters Score -2.355503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -23555018.000000 Penalty: 5994.470703
	Iteration 65Q: 3 clusters Score -2.355502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -23555018.000000 Penalty: 5994.470703
	Iteration 66Q: 3 clusters Score -2.355502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -23555054.000000 Penalty: 5994.470703
	Iteration 67Q: 3 clusters Score -2.355505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -23555016.000000 Penalty: 5994.470703
	Iteration 68Q: 3 clusters Score -2.355502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -23555024.000000 Penalty: 5994.470703
	Iteration 69Q: 3 clusters Score -2.355502e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 170278 members 
Entering Unmasked Estep 
Score: -23555010.000000 Penalty: 5994.470703
	Iteration 70Q: 3 clusters Score -2.355501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -23555030.000000 Penalty: 5994.470703
	Iteration 71Q: 3 clusters Score -2.355503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -23555032.000000 Penalty: 5994.470703
	Iteration 72Q: 3 clusters Score -2.355503e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 170411 members 
Entering Unmasked Estep 
Score: -23555022.000000 Penalty: 5994.470703
	Iteration 73Q: 3 clusters Score -2.355502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 170441 members 
Entering Unmasked Estep 
Score: -23555020.000000 Penalty: 5994.470703
	Iteration 74Q: 3 clusters Score -2.355502e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 170476 members 
Entering Unmasked Estep 
Score: -23555046.000000 Penalty: 5994.470703
	Iteration 75Q: 3 clusters Score -2.355505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -23555044.000000 Penalty: 5994.470703
	Iteration 76Q: 3 clusters Score -2.355504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -23555006.000000 Penalty: 5994.470703
	Iteration 77Q: 3 clusters Score -2.355501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 170570 members 
Entering Unmasked Estep 
Score: -23554984.000000 Penalty: 5994.470703
	Iteration 78Q: 3 clusters Score -2.355498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -23554982.000000 Penalty: 5994.470703
	Iteration 79Q: 3 clusters Score -2.355498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -23554982.000000 Penalty: 5994.470703
	Iteration 80F: 3 clusters Score -2.355498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -23554968.000000 Penalty: 5994.470703
	Iteration 81Q: 3 clusters Score -2.355497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 170710 members 
Entering Unmasked Estep 
Score: -23554978.000000 Penalty: 5994.470703
	Iteration 82Q: 3 clusters Score -2.355498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -23554954.000000 Penalty: 5994.470703
	Iteration 83Q: 3 clusters Score -2.355495e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 170764 members 
Entering Unmasked Estep 
Score: -23554932.000000 Penalty: 5994.470703
	Iteration 84Q: 3 clusters Score -2.355493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 170789 members 
Entering Unmasked Estep 
Score: -23554966.000000 Penalty: 5994.470703
	Iteration 85Q: 3 clusters Score -2.355497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 170808 members 
Entering Unmasked Estep 
Score: -23554950.000000 Penalty: 5994.470703
	Iteration 86Q: 3 clusters Score -2.355495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 170818 members 
Entering Unmasked Estep 
Score: -23554930.000000 Penalty: 5994.470703
	Iteration 87Q: 3 clusters Score -2.355493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 170827 members 
Entering Unmasked Estep 
Score: -23554940.000000 Penalty: 5994.470703
	Iteration 88Q: 3 clusters Score -2.355494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -23554904.000000 Penalty: 5994.470703
	Iteration 89Q: 3 clusters Score -2.35549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 170855 members 
Entering Unmasked Estep 
Score: -23554904.000000 Penalty: 5994.470703
	Iteration 90Q: 3 clusters Score -2.35549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -23554902.000000 Penalty: 5994.470703
	Iteration 91Q: 3 clusters Score -2.35549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -23554892.000000 Penalty: 5994.470703
	Iteration 92Q: 3 clusters Score -2.355489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -23554910.000000 Penalty: 5994.470703
	Iteration 93Q: 3 clusters Score -2.355491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -23554928.000000 Penalty: 5994.470703
	Iteration 94Q: 3 clusters Score -2.355493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 170918 members 
Entering Unmasked Estep 
Score: -23554920.000000 Penalty: 5994.470703
	Iteration 95Q: 3 clusters Score -2.355492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -23554926.000000 Penalty: 5994.470703
	Iteration 96Q: 3 clusters Score -2.355493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -23554906.000000 Penalty: 5994.470703
	Iteration 97Q: 3 clusters Score -2.355491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 170934 members 
Entering Unmasked Estep 
Score: -23554916.000000 Penalty: 5994.470703
	Iteration 98Q: 3 clusters Score -2.355492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -23554932.000000 Penalty: 5994.470703
	Iteration 99Q: 3 clusters Score -2.355493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 170955 members 
Entering Unmasked Estep 
Score: -23554900.000000 Penalty: 5994.470703
	Iteration 100F: 3 clusters Score -2.35549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 170971 members 
Entering Unmasked Estep 
Score: -23554918.000000 Penalty: 5994.470703
	Iteration 101Q: 3 clusters Score -2.355492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -23554900.000000 Penalty: 5994.470703
	Iteration 102Q: 3 clusters Score -2.35549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -23554886.000000 Penalty: 5994.470703
	Iteration 103Q: 3 clusters Score -2.355489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -23554890.000000 Penalty: 5994.470703
	Iteration 104Q: 3 clusters Score -2.355489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -23554892.000000 Penalty: 5994.470703
	Iteration 105Q: 3 clusters Score -2.355489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -23554878.000000 Penalty: 5994.470703
	Iteration 106Q: 3 clusters Score -2.355488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -23554892.000000 Penalty: 5994.470703
	Iteration 107Q: 3 clusters Score -2.355489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -23554888.000000 Penalty: 5994.470703
	Iteration 108Q: 3 clusters Score -2.355489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -23554896.000000 Penalty: 5994.470703
	Iteration 109Q: 3 clusters Score -2.35549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -23554896.000000 Penalty: 5994.470703
	Iteration 110F: 3 clusters Score -2.35549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62436 members 
Entering Unmasked Estep 
Score: -8378879.000000 Penalty: 2738.390625
	Iteration 0F: 2 clusters Score -8378879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -8336857.500000 Penalty: 5476.781250
	Iteration 0F: 3 clusters Score -8336858 nChanged 29284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8353219.500000 Penalty: 5476.781250
	Iteration 1F: 3 clusters Score -8353220 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8353728.500000 Penalty: 5476.781250
	Iteration 2Q: 3 clusters Score -8353728 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8354177.000000 Penalty: 5476.781250
	Iteration 3Q: 3 clusters Score -8354177 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -8354754.500000 Penalty: 5476.781250
	Iteration 4Q: 3 clusters Score -8354754 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -8355372.500000 Penalty: 5476.781250
	Iteration 5Q: 3 clusters Score -8355372 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8356273.500000 Penalty: 5476.781250
	Iteration 6Q: 3 clusters Score -8356274 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8357574.500000 Penalty: 5476.781250
	Iteration 7Q: 3 clusters Score -8357574 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8359453.500000 Penalty: 5476.781250
	Iteration 8F: 3 clusters Score -8359454 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8362103.000000 Penalty: 5476.781250
	Iteration 9F: 3 clusters Score -8362103 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8365329.500000 Penalty: 5476.781250
	Iteration 10F: 3 clusters Score -8365330 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8368558.500000 Penalty: 5476.781250
	Iteration 11F: 3 clusters Score -8368558 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8370810.500000 Penalty: 5476.781250
	Iteration 12Q: 3 clusters Score -8370810 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8371905.000000 Penalty: 5476.781250
	Iteration 13Q: 3 clusters Score -8371905 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8372517.000000 Penalty: 5476.781250
	Iteration 14Q: 3 clusters Score -8372517 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -8372910.000000 Penalty: 5476.781250
	Iteration 15Q: 3 clusters Score -8372910 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -8373271.000000 Penalty: 5476.781250
	Iteration 16Q: 3 clusters Score -8373271 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -8373529.000000 Penalty: 5476.781250
	Iteration 17Q: 3 clusters Score -8373529 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -8373756.000000 Penalty: 5476.781250
	Iteration 18Q: 3 clusters Score -8373756 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8374005.000000 Penalty: 5476.781250
	Iteration 19Q: 3 clusters Score -8374005 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -8374205.500000 Penalty: 5476.781250
	Iteration 20F: 3 clusters Score -8374206 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -8374399.500000 Penalty: 5476.781250
	Iteration 21Q: 3 clusters Score -8374400 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -8374586.500000 Penalty: 5476.781250
	Iteration 22Q: 3 clusters Score -8374586 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -8374799.500000 Penalty: 5476.781250
	Iteration 23Q: 3 clusters Score -8374800 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -8374987.500000 Penalty: 5476.781250
	Iteration 24Q: 3 clusters Score -8374988 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -8375105.000000 Penalty: 5476.781250
	Iteration 25Q: 3 clusters Score -8375105 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -8375226.000000 Penalty: 5476.781250
	Iteration 26Q: 3 clusters Score -8375226 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -8375354.000000 Penalty: 5476.781250
	Iteration 27Q: 3 clusters Score -8375354 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -8375484.000000 Penalty: 5476.781250
	Iteration 28Q: 3 clusters Score -8375484 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -8375567.000000 Penalty: 5476.781250
	Iteration 29Q: 3 clusters Score -8375567 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -8375676.000000 Penalty: 5476.781250
	Iteration 30Q: 3 clusters Score -8375676 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -8375778.500000 Penalty: 5476.781250
	Iteration 31Q: 3 clusters Score -8375778 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -8375857.500000 Penalty: 5476.781250
	Iteration 32Q: 3 clusters Score -8375858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -8375929.000000 Penalty: 5476.781250
	Iteration 33Q: 3 clusters Score -8375929 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -8376009.000000 Penalty: 5476.781250
	Iteration 34Q: 3 clusters Score -8376009 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -8376067.000000 Penalty: 5476.781250
	Iteration 35Q: 3 clusters Score -8376067 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -8376114.500000 Penalty: 5476.781250
	Iteration 36Q: 3 clusters Score -8376114 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -8376197.500000 Penalty: 5476.781250
	Iteration 37Q: 3 clusters Score -8376198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -8376254.000000 Penalty: 5476.781250
	Iteration 38Q: 3 clusters Score -8376254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -8376305.500000 Penalty: 5476.781250
	Iteration 39Q: 3 clusters Score -8376306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -8376360.000000 Penalty: 5476.781250
	Iteration 40F: 3 clusters Score -8376360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -8376391.500000 Penalty: 5476.781250
	Iteration 41Q: 3 clusters Score -8376392 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -8376426.000000 Penalty: 5476.781250
	Iteration 42Q: 3 clusters Score -8376426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -8376466.500000 Penalty: 5476.781250
	Iteration 43Q: 3 clusters Score -8376466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -8376498.500000 Penalty: 5476.781250
	Iteration 44Q: 3 clusters Score -8376498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -8376541.000000 Penalty: 5476.781250
	Iteration 45Q: 3 clusters Score -8376541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -8376575.500000 Penalty: 5476.781250
	Iteration 46Q: 3 clusters Score -8376576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -8376587.500000 Penalty: 5476.781250
	Iteration 47Q: 3 clusters Score -8376588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -8376600.000000 Penalty: 5476.781250
	Iteration 48Q: 3 clusters Score -8376600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -8376625.500000 Penalty: 5476.781250
	Iteration 49Q: 3 clusters Score -8376626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -8376626.000000 Penalty: 5476.781250
	Iteration 50Q: 3 clusters Score -8376626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -8376648.000000 Penalty: 5476.781250
	Iteration 51Q: 3 clusters Score -8376648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -8376635.500000 Penalty: 5476.781250
	Iteration 52Q: 3 clusters Score -8376636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -8376662.000000 Penalty: 5476.781250
	Iteration 53Q: 3 clusters Score -8376662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -8376672.500000 Penalty: 5476.781250
	Iteration 54Q: 3 clusters Score -8376672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -8376691.000000 Penalty: 5476.781250
	Iteration 55Q: 3 clusters Score -8376691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -8376699.500000 Penalty: 5476.781250
	Iteration 56Q: 3 clusters Score -8376700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -8376704.000000 Penalty: 5476.781250
	Iteration 57Q: 3 clusters Score -8376704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -8376719.500000 Penalty: 5476.781250
	Iteration 58Q: 3 clusters Score -8376720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8376727.500000 Penalty: 5476.781250
	Iteration 59Q: 3 clusters Score -8376728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -8376724.500000 Penalty: 5476.781250
	Iteration 60F: 3 clusters Score -8376724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -8376716.500000 Penalty: 5476.781250
	Iteration 61Q: 3 clusters Score -8376716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -8376719.500000 Penalty: 5476.781250
	Iteration 62Q: 3 clusters Score -8376720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -8376735.500000 Penalty: 5476.781250
	Iteration 63Q: 3 clusters Score -8376736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -8376749.000000 Penalty: 5476.781250
	Iteration 64Q: 3 clusters Score -8376749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -8376746.500000 Penalty: 5476.781250
	Iteration 65Q: 3 clusters Score -8376746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -8376748.500000 Penalty: 5476.781250
	Iteration 66Q: 3 clusters Score -8376748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -8376746.000000 Penalty: 5476.781250
	Iteration 67Q: 3 clusters Score -8376746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -8376752.000000 Penalty: 5476.781250
	Iteration 68Q: 3 clusters Score -8376752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -8376756.500000 Penalty: 5476.781250
	Iteration 69Q: 3 clusters Score -8376756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8376760.000000 Penalty: 5476.781250
	Iteration 70Q: 3 clusters Score -8376760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -8376754.000000 Penalty: 5476.781250
	Iteration 71Q: 3 clusters Score -8376754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -8376749.500000 Penalty: 5476.781250
	Iteration 72Q: 3 clusters Score -8376750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -8376749.500000 Penalty: 5476.781250
	Iteration 73F: 3 clusters Score -8376750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -24851.517578 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -24851.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23674.316406 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -23674.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23777.287109 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -23777.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23811.994141 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -23811.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23811.994141 Penalty: 2681.957275
	Iteration 3F: 3 clusters Score -23811.99 nChanged 0
--- Evaluating fit on full set of 3103600 points ---
Entering Unmasked Estep 
Score: -401063840.000000 Penalty: 77849.562500
25->22 Clusters: Score -401063840.000000, best is -401206560.000000

Main iterations: 0 (time per=infms)
Total iterations: 46496 (time per=528.528706ms)
Iterations metric 2: 4840377810944.000000 (time per=5.076974ns)
Iterations metric 3: 145202207522816.000000 (time per=169.243093ps)

That took 24574.470703 seconds.
